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van der Reijd DJ, Ou X, Dijkhoff RA, Drago SG, Tissier R, van Griethuysen JJ, Lambregts DM, Bakers FC, Houwers JB, Beets-Tan RG, Maas M. Selection of rectal cancer patients for organ preservation after neoadjuvant therapy: value of T2W-MRI signal intensity. Acta Radiol 2025; 66:146-154. [PMID: 39915981 DOI: 10.1177/02841851241309008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2025]
Abstract
BackgroundOrgan preservation strategies have been widely implemented for rectal cancer (RC) patients with a good response after neoadjuvant chemoradiation (nCRT). However, to accurately select eligible patients remains one of the key diagnostic challenges.PurposeTo identify eligible candidates for organ preservation after nCRT in RC, by identifying luminal response and lymph node metastases, based on T2W-MRI signal intensities.Material and MethodsA total of 171 RC patients underwent MRI before and after nCRT. The primary tumor (pre-nCRT-MRI) and tumor remnant (post-nCRT-MRI) were manually delineated. Ten signal intensity features were extracted and delta features were calculated by subtraction. Histopathological evaluation classified patients as lymph node negative (ypN0) or positive (ypN+), and as good responders (GR) or partial/poor responders (PR). Five models were constructed based on the timing of imaging.Results42/170 (25%) patients had ypN+, and 72/152 (47%) patients were considered GR. Univariate analysis showed 13/40 signal intensity features were significantly different between luminal response groups and 4/40 between nodal response groups. In multivariate analysis, the Baseline + Restaging-model yielded the best results for both luminal and nodal response with AUCs in the test set of 0.81 (95% CI=0.67-0.95) and 0.74 (95% CI=0.59-0.90), respectively. To identify PR, the Delta-model yielded an AUC of 0.72 (95% CI=0.56-0.89) and the Delta + Restaging-model an AUC of 0.81 (95% CI=0.67-0.95), both were not able to differentiate nodal response. The models including solely baseline or restaging features were not predictive.ConclusionT2W-MRI signal intensities of the primary rectal tumor are related to the luminal and nodal response after nCRT and hold promise to identify patients eligible for organ preservation.
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Affiliation(s)
- Denise J van der Reijd
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Xinde Ou
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Rebecca Ap Dijkhoff
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Silvia G Drago
- Department of Diagnostic Radiology, Ospedale San Gerardo Monza, Monza, Italy
| | - Renaud Tissier
- Biostatistics Department, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Doenja Mj Lambregts
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Frans Ch Bakers
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Janneke B Houwers
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Regina Gh Beets-Tan
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Monique Maas
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands
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Chen SF, Yang SH, Jiang JK, Wang LW. Outcomes of Postchemoradiotherapy Watch-and-Wait Strategy in Patients With Rectal Cancer: A 20-Year, Single-Center Study. J Surg Oncol 2024. [PMID: 39635915 DOI: 10.1002/jso.28008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 11/03/2024] [Accepted: 11/09/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND AND OBJECTIVES The watch-and-wait (WW) strategy is a nonsurgical alternative for patients with rectal cancer exhibiting an excellent response to chemoradiotherapy. Studies on the WW strategy have primarily investigated 5-year oncological outcomes; few have focused on longer-term outcomes or the optimal patient selection approach for this therapeutic strategy. METHODS This retrospective study enrolled patients with locally advanced rectal adenocarcinoma who had achieved complete response after chemoradiotherapy. Patients who achieved pathological complete response were categorized into a control group (n = 95) and those who achieved clinical complete response and were managed using the WW strategy were categorized into a case group (n = 33). Kaplan-Meier estimates were calculated for the between-group comparison of survival. RESULTS The median follow-up duration was 89 months. Compared with the control group, the case group exhibited improved long-term sphincter preservation, particularly for low-lying tumors (p = 0.032), and inferior nonlocal-regrowth disease-free survival (p = 0.007). Within the case group, patients achieving a complete response by positron emission tomography exhibited 5-year survival rates similar to those achieving a complete endoscopic response. CONCLUSION The WW strategy is associated with improved sphincter preservation but worse nonlocal-regrowth disease-free survival. The potential of PET in patient selection for this strategy deserves further investigation.
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Affiliation(s)
- Shuo-Fu Chen
- Department of Heavy Particles & Radiation Oncology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Shung-Haur Yang
- Department of Surgery, National Yang Ming Chiao Tung University Hospital, Yilan, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jeng-Kai Jiang
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Division of Colon and Rectal Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ling-Wei Wang
- Department of Heavy Particles & Radiation Oncology, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
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Brembilla G, Basile G, Cosenza M, Giganti F, Del Prete A, Russo T, Pennella R, Lavalle S, Raggi D, Mercinelli C, Tateo V, Cigliola A, Patanè D, Crupi E, Giannatempo P, Messina A, Calareso G, Martini A, Bandini M, Moschini M, Cardone G, Briganti A, Montorsi F, Necchi A, De Cobelli F. Neoadjuvant Chemotherapy VI-RADS Scores for Assessing Muscle-invasive Bladder Cancer Response to Neoadjuvant Immunotherapy with Multiparametric MRI. Radiology 2024; 313:e233020. [PMID: 39718497 DOI: 10.1148/radiol.233020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2024]
Abstract
Background An accurate method of assessing the response of muscle-invasive bladder cancer (MIBC) to neoadjuvant treatment is needed for selecting candidates for bladder-sparing strategies. Purpose To evaluate the diagnostic accuracy and reproducibility of neoadjuvant chemotherapy Vesical Imaging Reporting and Data System (nacVI-RADS) scores and posttreatment Vesical Imaging Reporting and Data System (VI-RADS) scores when assessing MIBC response to neoadjuvant immunotherapy with multiparametric MRI (mpMRI). Materials and Methods A retrospective analysis of MRI scans was conducted in patients enrolled in the PURE-01 study (NCT02736266) from February 2017 to December 2019 who underwent pre- and postimmunotherapy mpMRI before radical cystectomy. Five readers independently reviewed the scans using VI-RADS and nacVI-RADS criteria. Diagnostic accuracy was evaluated for each reader, and the final histopathologic diagnosis served as the reference standard. Interreader agreement was assessed with the percentage of agreement, Conger κ, and Gwet agreement coefficient AC1. Results A total of 110 patients (median age, 67 years [IQR: 61-74]; 96 male) with 220 MRI scans were included; 80 (73%) patients had pure urothelial carcinoma. A total of 46 of 110 (42%) patients achieved a complete pathologic response. The sensitivity, specificity, and negative predictive value of nacVI-RADS 3 or higher for detecting residual disease (higher than stage ypT0) at radical cystectomy were 67%-84%, 63%-96%, and 63%-75%, respectively; for residual muscle-invasive disease (higher than stage ypT1), these values were 91%-98%, 55%-94%, and 93%-98%, respectively. The accuracy of nacVI-RADS was 72%-81% for stage ypT0 or higher disease and 71%-95% for stage ypT1 or higher disease. The accuracy of VI-RADS 3 or higher was 80%-95% for stage ypT1 or higher disease. The percentage of agreement for nacVI-RADS scores was 82% (κ = 0.62-0.65; AC1 = 0.65). Conclusion The nacVI-RADS scores showed good accuracy and reproducibility when assessing MIBC response to neoadjuvant immunotherapy. © RSNA, 2024 Supplemental material is available for this article.
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Affiliation(s)
- Giorgio Brembilla
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Giuseppe Basile
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Michele Cosenza
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Francesco Giganti
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Andrea Del Prete
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Tommaso Russo
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Renato Pennella
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Salvatore Lavalle
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Daniele Raggi
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Chiara Mercinelli
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Valentina Tateo
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Antonio Cigliola
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Damiano Patanè
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Emanuele Crupi
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Patrizia Giannatempo
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Antonella Messina
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Giuseppina Calareso
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Alberto Martini
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Marco Bandini
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Marco Moschini
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Gianpiero Cardone
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Alberto Briganti
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Francesco Montorsi
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Andrea Necchi
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
| | - Francesco De Cobelli
- From the Departments of Radiology (G. Brembilla, M.C., A.D.P., T.R., R.P., S.L., F.D.C.), Urology (G. Basile, M.B., M.M., A.B., F.M.), and Medical Oncology (D.R., C.M., V.T., A.C., D.P., E.C., A.N.), IRCCS Ospedale San Raffaele, Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 58, 20132 Milan, Italy (G. Brembilla, G. Basile, M.C., T.R., R.P., D.P., E.C., M.B., M.M., A.B., F.M., A.N., F.D.C.); Division of Surgery and Interventional Science, University College London, London, United Kingdom (F.G.); Department of Radiology, University College London Hospital NHS Foundation Trust, London, United Kingdom (F.G.); Genitourinary Department, Programma Prostata (P.G.) and Department of Radiology (A. Messina, G. Calareso), Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Department of Urology, University of Texas MD Anderson Cancer Center, Houston, Tex (A. Martini); and Department of Radiology, IRCCS Ospedale San Raffaele-Turro, Milan, Italy (G. Cardone)
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4
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Petkovska I, Alus O, Rodriguez L, El Homsi M, Golia Pernicka JS, Fernandes MC, Zheng J, Capanu M, Otazo R. Clinical evaluation of accelerated diffusion-weighted imaging of rectal cancer using a denoising neural network. Eur J Radiol 2024; 181:111802. [PMID: 39467396 PMCID: PMC11614684 DOI: 10.1016/j.ejrad.2024.111802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 10/10/2024] [Accepted: 10/22/2024] [Indexed: 10/30/2024]
Abstract
BACKGROUND To evaluate the effectiveness of a deep learning denoising approach to accelerate diffusion-weighted imaging (DWI) and thus improve diagnostic accuracy and image quality in restaging rectal MRI following total neoadjuvant therapy (TNT). METHODS This retrospective single-center study included patients with locally advanced rectal cancer who underwent restaging rectal MRI between December 30, 2021, and June 1, 2022, following TNT. A convolutional neural network trained with DWI data was employed to denoise accelerated DWI acquisitions (i.e., acquisitions performed with a reduced number of repetitions compared to standard acquisitions). Image characteristics and residual disease were independently assessed by two radiologists across original and denoised images. Statistical analyses included the Wilcoxon signed-rank test to compare image quality scores across denoised and original images, weighted kappa statistics for inter-reader agreement assessment, and the calculation of measures of diagnostic accuracy. RESULTS In 46 patients (median age, 60 years [IQR: 47-72]; 37 men and 9 women), 8- and 16-fold accelerated images maintained or exhibited enhanced lesion visibility and image quality compared with original images that were performed 16 repetitions. Denoised images maintained diagnostic accuracy, with conditional specificities of up to 96 %. Moderate-to-high inter-reader agreement indicated reliable image and diagnostic assessment. The overall test yield for denoised DWI reconstructions ranged from 76-98 %, demonstrating a reduction in equivocal interpretations. CONCLUSION Applying a denoising network to accelerate rectal DWI acquisitions can reduce scan times and enhance image quality while maintaining diagnostic accuracy, presenting a potential pathway for more efficient rectal cancer management.
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Affiliation(s)
- Iva Petkovska
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Or Alus
- Department of Medical Physics, Memorial Sloan Kettering Cancer Cencer, New York, NY, USA
| | - Lee Rodriguez
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria El Homsi
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - Junting Zheng
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marinela Capanu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ricardo Otazo
- Department of Medical Physics, Memorial Sloan Kettering Cancer Cencer, New York, NY, USA
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5
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Taşçi F, Metin Y, Metin NO, Rakici S, Gözükara MG, Taşçi E. Comparative effectiveness of two abbreviated rectal MRI protocols in assessing tumor response to neoadjuvant chemoradiotherapy in patients with rectal cancer. Oncol Lett 2024; 28:565. [PMID: 39385951 PMCID: PMC11462512 DOI: 10.3892/ol.2024.14696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 08/02/2024] [Indexed: 10/12/2024] Open
Abstract
The present study aimed to compare the effectiveness of two abbreviated magnetic resonance imaging (MRI) protocols in assessing the response to neoadjuvant chemoradiotherapy (CRT) in patients with rectal cancer. Data from the examinations of 62 patients with rectal cancer who underwent neoadjuvant CRT and standard contrast-enhanced rectal MRI were retrospectively evaluated. Standard contrast-enhanced T2-weighted imaging (T2-WI), post-contrast T1-weighted imaging (T1-WI) and diffusion-weighted imaging (DWI) MRI, as well as two abbreviated protocols derived from these images, namely protocol AB1 (T2-WI and DWI) and protocol AB2 (post-contrast fat-suppressed (FS) T1-WI and DWI), were assessed. Measurements of lesion length and width, lymph node short-axis length, tumor staging, circumferential resection margin (CRM), presence of extramural venous invasion (EMVI), luminal mucin accumulation (MAIN), mucinous response, mesorectal fascia (MRF) involvement, and MRI-based tumor regression grade (mrTRG) were obtained. The reliability and compatibility of the AB1 and AB2 protocols in the evaluation of tumor response were analyzed. The imaging performed according to the AB1 and AB2 protocols revealed significant decreases in lesion length, width and lymph node size after CRT. These protocols also showed reductions in lymph node positivity, CRM, MRF, EMVI.Furthermore, both protocols were found to be reliable in determining lesion length and width. Additionally, compliance was observed between the protocols in determining lymph node size and positivity, CRM involvement, and EMVI after CRT. In conclusion, the use of abbreviated MRI protocols, specifically T2-WI with DWI sequences or post-contrast FS T1-WI with DWI sequences, is effective for evaluating tumor response in patients with rectal cancer following neoadjuvant CRT. The AB protocols examined in this study yielded similar results in terms of lesion length and width, lymph node positivity, CRM involvement, EMVI, MAIN, and MRF involvement.
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Affiliation(s)
- Filiz Taşçi
- Department of Radiology, Faculty of Medicine, Recep Tayyip Erdogan University, 53000 Rize, Turkey
| | - Yavuz Metin
- Faculty of Medicine, Ankara University, 06230 Ankara, Turkey
| | - Nurgül Orhan Metin
- Radiology Unit, Beytepe Murat Erdi Eker State Hospital, 06800 Ankara, Turkey
| | - Sema Rakici
- Department of Radiation Oncology, Faculty of Medicine, Recep Tayyip Erdogan University, 53000 Rize, Turkey
| | - Melih Gaffar Gözükara
- Health Directorate, Ankara Yıldırım Beyazıt University Faculty of Medicine, 06800 Ankara, Turkey
| | - Erencan Taşçi
- Güneysu Physical Therapy Unit, Faculty of Medicine, Recep Tayyip Erdogan University, 53000 Rize, Turkey
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6
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Fidan M, Nural MS, Çamlıdağ İ, Yürüker SS, Meydan BC. Evaluation of treatment response by multiparametric MR imaging in locally advanced rectal tumors following neoadjuvant chemotherapy. Abdom Radiol (NY) 2024; 49:3768-3779. [PMID: 38822855 DOI: 10.1007/s00261-024-04389-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 05/11/2024] [Accepted: 05/14/2024] [Indexed: 06/03/2024]
Abstract
PURPOSE To investigate the effectiveness of multiparametric MRI examination in determining tumor response after neoadjuvant chemoradiotherapy (CRT) in locally advanced rectal tumors. METHODS 46 patients with locally advanced rectal adenocarcinoma were included and were divided into two groups as complete responders and nonresponders based on Mandard score. On MRI, relative T2w signal intensity and ADC values obtained before and after treatment and tumour volumes in dynamic contrast enhanced images (DCI) were used to determine complete response to treatment. RESULTS There were no significant differences between mean ADC values obtained by single slice ADC and three circular ROI methods. There were significant differences between two groups in terms of Post-CRT ADC value, ΔADC and %ΔADC obtained by whole tumour volume ADC method (p < 0.05). There were significant differences between Pre-CRT and Post-CRT volume values. ΔV DCI and %ΔV DCI, ΔV ADC and T2w volume values were significantly lower in complete responders (p < 0.05). In multivariate analysis, sensitivity and specificity were calculated as 88.9% and 91.9% (AUC = 0.943) when Post-CRT mean ADC value and Post-CRT DCI volume values were used together, and sensitivity and specificity were calculated as 88.9% and 94.6% (AUC = 0.949) when ΔADC and Post-CRT DCI volume values were used together. CONCLUSION Whole tumour volume mean ADC value is the most useful method to determine treatment response. Post-CRT DCI volume measurement stands out as the most useful method in assessing complete response alone. The highest diagnostic values are achieved when the post-CRT DCI volume is combined with the ADC change value of the whole tumor volume.
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Affiliation(s)
- Murat Fidan
- Department of Radiology, Ordu Fatsa State Hospital, Evkaf, Hastane Yolu No:5, 52400, Fatsa/Ordu, Turkey
| | - Mehmet Selim Nural
- Department of Radiology, Ondokuz Mayıs University, 55210, Kurupelit/Samsun, Turkey
| | - İlkay Çamlıdağ
- Department of Radiology, Ondokuz Mayıs University, 55210, Kurupelit/Samsun, Turkey.
| | - Saim Savaş Yürüker
- Department of Radiology, Ondokuz Mayıs University, 55210, Kurupelit/Samsun, Turkey
| | - Bilge Can Meydan
- Department of Radiology, Ondokuz Mayıs University, 55210, Kurupelit/Samsun, Turkey
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Curcean S, Curcean A, Martin D, Fekete Z, Irimie A, Muntean AS, Caraiani C. The Role of Predictive and Prognostic MRI-Based Biomarkers in the Era of Total Neoadjuvant Treatment in Rectal Cancer. Cancers (Basel) 2024; 16:3111. [PMID: 39272969 PMCID: PMC11394290 DOI: 10.3390/cancers16173111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/02/2024] [Accepted: 09/06/2024] [Indexed: 09/15/2024] Open
Abstract
The role of magnetic resonance imaging (MRI) in rectal cancer management has significantly increased over the last decade, in line with more personalized treatment approaches. Total neoadjuvant treatment (TNT) plays a pivotal role in the shift from traditional surgical approach to non-surgical approaches such as 'watch-and-wait'. MRI plays a central role in this evolving landscape, providing essential morphological and functional data that support clinical decision-making. Key MRI-based biomarkers, including circumferential resection margin (CRM), extramural venous invasion (EMVI), tumour deposits, diffusion-weighted imaging (DWI), and MRI tumour regression grade (mrTRG), have proven valuable for staging, response assessment, and patient prognosis. Functional imaging techniques, such as dynamic contrast-enhanced MRI (DCE-MRI), alongside emerging biomarkers derived from radiomics and artificial intelligence (AI) have the potential to transform rectal cancer management offering data that enhance T and N staging, histopathological characterization, prediction of treatment response, recurrence detection, and identification of genomic features. This review outlines validated morphological and functional MRI-derived biomarkers with both prognostic and predictive significance, while also exploring the potential of radiomics and artificial intelligence in rectal cancer management. Furthermore, we discuss the role of rectal MRI in the 'watch-and-wait' approach, highlighting important practical aspects in selecting patients for non-surgical management.
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Affiliation(s)
- Sebastian Curcean
- Department of Radiation Oncology, Iuliu Hatieganu University of Medicine and Pharmacy, 8 Victor Babes Street, 400012 Cluj-Napoca, Romania
- Department of Radiation Oncology, 'Prof. Dr. Ion Chiricuta' Oncology Institute, 34-36 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Andra Curcean
- Department of Imaging, Affidea Center, 15c Ciresilor Street, 400487 Cluj-Napoca, Romania
| | - Daniela Martin
- Department of Radiation Oncology, 'Prof. Dr. Ion Chiricuta' Oncology Institute, 34-36 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Zsolt Fekete
- Department of Radiation Oncology, Iuliu Hatieganu University of Medicine and Pharmacy, 8 Victor Babes Street, 400012 Cluj-Napoca, Romania
- Department of Radiation Oncology, 'Prof. Dr. Ion Chiricuta' Oncology Institute, 34-36 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Alexandru Irimie
- Department of Oncological Surgery and Gynecological Oncology, Iuliu Hatieganu University of Medicine and Pharmacy, 8 Victor Babes Street, 400012 Cluj-Napoca, Romania
- Department of Oncological Surgery, 'Prof. Dr. Ion Chiricuta' Oncology Institute, 34-36 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Alina-Simona Muntean
- Department of Radiation Oncology, 'Prof. Dr. Ion Chiricuta' Oncology Institute, 34-36 Republicii Street, 400015 Cluj-Napoca, Romania
| | - Cosmin Caraiani
- Department of Medical Imaging and Nuclear Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
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Williams H, Omer DM, Thompson HM, Lin ST, Verheij FS, Miranda J, Yuval JB, Buckley J, Marco MR, Qin LX, Dombroski DA, Kedar R, Oto A, Korngold E, Veniero JC, Gandhi S, Krishnaraj A, Jagtiani M, Ohanian K, Vu D, Hope TA, Lee S, Wasnik AP, Madhuripan N, Gollub MJ, Garcia-Aguilar J. MRI Predicts Residual Disease and Outcomes in Watch-and-Wait Patients with Rectal Cancer. Radiology 2024; 312:e232748. [PMID: 39225603 PMCID: PMC11427875 DOI: 10.1148/radiol.232748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Background MRI plays a crucial role in restaging locally advanced rectal cancer treated with total neoadjuvant therapy (TNT); however, prospective studies have not evaluated its ability to accurately select patients for nonoperative management. Purpose To evaluate the ability of restaging MRI to predict oncologic outcomes and identify imaging features associated with residual disease (RD) after TNT. Materials and Methods This was a secondary analysis of the Organ Preservation in Rectal Adenocarcinoma (OPRA) trial, which randomized participants from April 2014 to March 2020 with stages II or III rectal adenocarcinoma to undergo either induction or consolidation TNT. Participants enrolled in the OPRA trial who underwent restaging MRI were eligible for inclusion in the present study. Radiologists classified participants as having clinical complete response (cCR), near-complete clinical response (nCR), or incomplete clinical response (iCR) based on restaging MRI at a mean of 8 weeks ± 4 (SD) after treatment. Oncologic outcomes according to MRI response category were assessed using Kaplan-Meier curves. Logistic regression analysis was performed to identify imaging characteristics associated with RD. Results A total of 277 participants (median age, 58 years [IQR, 17 years]; 179 male) who were randomized in the OPRA trial had restaging MRI forms completed. The median follow-up duration was 4.1 years. Participants with cCR had higher rates of organ preservation compared with those with nCR (65.3% vs 41.6%, log-rank P < .001). Five-year disease-free survival for participants with cCR, nCR, and iCR was 81.8%, 67.6%, and 49.6%, respectively (log-rank P < .001). The MRI response category also predicted overall survival (log-rank P < .001), distant recurrence-free survival (log-rank P = .005), and local regrowth (log-rank P = .02). Among the 266 participants with at least 2 years of follow-up, 129 (48.5%) had RD. At multivariable analysis, the presence of restricted diffusion (odds ratio, 2.50; 95% CI: 1.22, 5.24) and abnormal nodal morphologic features (odds ratio, 5.04; 95% CI: 1.43, 23.9) remained independently associated with RD. Conclusion The MRI response category was predictive of organ preservation and survival. Restricted diffusion and abnormal nodal morphologic features on restaging MRI scans were associated with increased likelihood of residual tumor. ClinicalTrials.gov identifier: NCT02008656 © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Milot in this issue.
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Affiliation(s)
- Hannah Williams
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Dana M Omer
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Hannah M Thompson
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Sabrina T Lin
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Floris S Verheij
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Joao Miranda
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Jonathan B Yuval
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - James Buckley
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Michael R Marco
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Li-Xuan Qin
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - David A Dombroski
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Rajendra Kedar
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Aytekin Oto
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Elena Korngold
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Joseph C Veniero
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Sunil Gandhi
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Arun Krishnaraj
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Minal Jagtiani
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Kirk Ohanian
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Dan Vu
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Thomas A Hope
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Sonia Lee
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Ashish P Wasnik
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Nikhil Madhuripan
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Marc J Gollub
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
| | - Julio Garcia-Aguilar
- From the Departments of Surgery, Colorectal Service (H.W., D.M.O., H.M.T., F.S.V., J.B.Y., J.B., M.R.M., J.G.A.), Epidemiology and Biostatistics (S.T.L., L.X.Q.), and Radiology (J.M., M.J.G.), Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065; Department of Radiology, University of Rochester Medical Center, Rochester, NY (D.A.D.); Department of Radiology, University of South Florida, Tampa, Fla (R.K.); Department of Radiology, University of Chicago, Chicago, Ill (A.O.); Department of Radiology, Oregon Health and Science University, Portland, Ore (E.K.); Department of Radiology, Cleveland Clinic, Cleveland, Ohio (J.C.V.); Department of Radiology, John Muir Health, Walnut Creek, Calif (S.G.); Department of Radiology, University of Virginia, Charlottesville, Va (A.K.); Department of Radiology, University of Washington, Seattle, Wash (M.J.); Department of Radiology, St Joseph Hospital Orange County, Orange, Calif (K.O., D.V.); Department of Radiology, University of California San Francisco, San Francisco, Calif (T.A.H.); Department of Radiology, University of California Irvine, Irvine, Calif (S.L.); Department of Radiology, University of Michigan, Ann Arbor, Mich (A.P.W.); and Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colo (N.M.)
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9
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Schöllnast H. Mucosal Linear Enhancement after Neoadjuvant Chemoradiation Therapy for Rectal Cancer. Radiology 2024; 312:e241483. [PMID: 39136562 DOI: 10.1148/radiol.241483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2024]
Affiliation(s)
- Helmut Schöllnast
- From the Institute of Radiology, LKH Graz II, Goestinger Strasse 22, 8020 Graz, Austria; and Department of Radiology, Division of General Radiology, Medical University of Graz, Graz, Austria
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Zhou M, Huang H, Gong T, Chen M. The application of the golden-angle radial sparse parallel technique in T restaging of locally advanced rectal cancer after neoadjuvant chemoradiotherapy. Abdom Radiol (NY) 2024; 49:2960-2970. [PMID: 38822854 DOI: 10.1007/s00261-024-04400-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 05/07/2024] [Accepted: 05/12/2024] [Indexed: 06/03/2024]
Abstract
PURPOSE To evaluate the diagnostic performance of Golden-Angle Radial Sparse Parallel (GRASP) MRI in identifying pathological stage T0-1 (ypT0-1) after neoadjuvant chemoradiotherapy (nCRT) in patients with rectal cancer, compared to T2-weighted imaging (T2WI) combined with Diffusion Weighted Imaging (DWI). METHODS In this retrospective study, 168 patients were carefully selected based on inclusion criteria that targeted individuals with biopsy-confirmed primary rectal adenocarcinoma, identified via MRI as having locally advanced disease (≥ T3 and/or positive lymph node results) prior to nCRT. Post-nCRT, all MRI images obtained after nCRT were assessed by two observers independently. The area under the receiver operating characteristic curve (AUC), sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy for identifying ypT0-1 based on GRASP and T2 + DWI were calculated. Multivariable regression analysis was used to explore the factors independently associated with ypT0-1 tumor. RESULTS 45 patients out of these cases were ypT0-1, and the accuracy, sensitivity, specificity, PPV, and NPV of GRASP were higher than the T2 + DWI (88% vs 74%, 93% vs 71%, 86% vs 75%, 71% vs 52% and 97% vs 88%), the AUC in identifying ypT0-1 tumor based on GRASP was 0.90 (95% CI:0.84, 0.94), which was better than the T2 + DWI (0.73; 95% CI: 0.66, 0.80). Multivariable logistic regression analysis showed that the yT stage on GRASP scans was the only factor independently associated with ypT0-1 tumor (P < 0.001). CONCLUSION The GRASP helped distinguish ypT0-1 tumor after nCRT and can select patients who may be suitable for local excision.
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Affiliation(s)
- Mi Zhou
- Department of Radiology, Sichuan Provincial Orthpaedics Hospital, Chengdu, 610041, People's Republic of China.
| | - Hongyun Huang
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, People's Republic of China
| | - Tong Gong
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, People's Republic of China
| | - Meining Chen
- Department of MR Scientific Marketing, Siemens Healthineers, Shanghai, 200135, People's Republic of China
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11
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Shen Y, Gong X, He Y, Meng W, Zeng H, Wei M, Qiu M, Wang Z. MRI Tumor Regression Response to Neoadjuvant Chemotherapy Alone without Radiation for Rectal Adenocarcinoma. Radiology 2024; 312:e232908. [PMID: 39189908 DOI: 10.1148/radiol.232908] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Abstract
Background Neoadjuvant chemotherapy (NCT) is gaining acceptance for the management of locally advanced rectal cancer (LARC) in patients without negative prognostic factors. However, the value of MRI in evaluating tumor response after NCT remains unclear. Purpose To investigate the accuracy of MRI in assessing pathologic complete response in participants with LARC who underwent surgery after NCT without radiation. Materials and Methods A retrospective imaging substudy was conducted within two consecutive prospective clinical trials: the expanded phase II trial (from December 2017 to May 2021) and the COPEC trial (comparison of tumor response to two or four cycles of neoadjuvant chemotherapy alone, ongoing from August 2021). All included participants received four cycles of capecitabine combined with oxaliplatin (or CAPOX) before surgery. Three radiologists who were blinded to the clinicopathologic data independently evaluated the tumor response using five methods, namely, MR tumor regression grade (MR-TRG) alone, diffusion-weighted imaging (DWI) alone, DWI-modified MR-TRG (DWImodMR-TRG), MRI complete response, and radiologic neoadjuvant response score. With pathologic assessment serving as the reference standard, the positive and negative predictive values, sensitivity, specificity, and area under the receiver operating characteristic curve (AUC) were determined to evaluate the accuracy and performance of these models. The AUCs of the models were compared using the DeLong test. Results A total of 224 participants were included, comprising 119 from the expanded phase II trial (median age, 61 years [IQR, 53-67]; 89 male) and 105 from the COPEC trial (median age, 59 years [IQR, 53-67]; 65 male). MR-TRG, DWI, DWImodMR-TRG, MRI complete response, and the radiologic neoadjuvant response score were associated with pathologic complete response. DWImodMR-TRG achieved the highest AUC of 0.90 (95% CI: 0.85, 0.95), with a specificity of 89% (162 of 182) and a negative predictive value of 93% (162 of 174). Conclusion MRI-based models were accurate for determining pathologic complete response in participants with LARC following NCT. DWI improved the predictive performance of MRI-based assessment. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Santiago and Shur in this issue.
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Affiliation(s)
- Yu Shen
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Xiaoling Gong
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Yazhou He
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Wenjian Meng
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Hanjiang Zeng
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Mingtian Wei
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Meng Qiu
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
| | - Ziqiang Wang
- From the Colorectal Cancer Center, Department of General Surgery (Y.S., W.M., M.W., M.Q., Z.W.), and Department of Radiology (X.G., H.Z.), West China Hospital, Sichuan University, No. 37 Guo Xue Xiang St, Chengdu 86610000, China; and Department of Epidemiology and Medical Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China (Y.H.)
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Custers PA, Beets GL, Bach SP, Blomqvist LK, Figueiredo N, Gollub MJ, Martling A, Melenhorst J, Ortega CD, Perez RO, Smith JJ, Lambregts DMJ, Beets-Tan RGH, Maas M. An International Expert-Based Consensus on the Definition of a Clinical Near-Complete Response After Neoadjuvant (Chemo)radiotherapy for Rectal Cancer. Dis Colon Rectum 2024; 67:782-795. [PMID: 38701503 DOI: 10.1097/dcr.0000000000003209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
BACKGROUND A variety of definitions for a clinical near-complete response after neoadjuvant (chemo) radiotherapy for rectal cancer are currently used. This variety leads to inconsistency in clinical practice, long-term outcome, and trial enrollment. OBJECTIVE The aim of this study was to reach expert-based consensus on the definition of a clinical near-complete response after (chemo) radiotherapy. DESIGN A modified Delphi process, including a systematic review, 3 surveys, and 2 meetings, was performed with an international expert panel consisting of 7 surgeons and 4 radiologists. The surveys consisted of individual features, statements, and feature combinations (endoscopy, T2-weighted MRI, and diffusion-weighted MRI). SETTING The modified Delphi process was performed in an online setting; all 3 surveys were completed online by the expert panel, and both meetings were hosted online. MAIN OUTCOME MEASURES The main outcome was to reach consensus (80% or more agreement). RESULTS The expert panel reached consensus on a 3-tier categorization of the near-complete response category based on the likelihood of the response to evolve into a clinical complete response after a longer waiting interval. The panelists agreed that a near-complete response is a temporary entity only to be used in the first 6 months after (chemo)radiotherapy. Furthermore, consensus was reached that the lymph node status should be considered when deciding on a near-complete response and that biopsies are not always needed when a near-complete response is found. No consensus was reached on whether primary staging characteristics have to be taken into account when deciding on a near-complete response. LIMITATIONS This 3-tier subcategorization is expert-based; therefore, there is no supporting evidence for this subcategorization. Also, it is unclear whether this subcategorization can be generalized into clinical practice. CONCLUSIONS Consensus was reached on the use of a 3-tier categorization of a near-complete response, which can be helpful in daily practice as guidance for treatment and to inform patients with a near-complete response on the likelihood of successful organ preservation. See Video Abstract. UN CONSENSO INTERNACIONAL BASADO EN EXPERTOS ACERCA DE LA DEFINICIN DE UNA RESPUESTA CLNICA CASI COMPLETA DESPUS DE QUIMIORADIOTERAPIA NEOADYUVANTE CONTRA EL CNCER DE RECTO ANTECEDENTES:Actualmente, se utilizan una variedad de definiciones para una respuesta clínica casi completa después de quimioradioterapia neoadyuvante contra el cáncer de recto. Esta variedad resulta en inconsistencia en la práctica clínica, los resultados a largo plazo y la inscripción en ensayos.OBJETIVO:El objetivo de este estudio fue llegar a un consenso de expertos sobre la definición de una respuesta clínica casi completa después de quimioradioterapia.DISEÑO:Se realizó un proceso Delphi modificado que incluyó una revisión sistemática, 3 encuestas y 2 reuniones con un panel internacional de expertos compuesto por siete cirujanos y 4 radiólogos. Las encuestas consistieron en características individuales, declaraciones y combinaciones de características (endoscopía, T2W-MRI y DWI).AJUSTE:El proceso Delphi modificado se realizó en un entorno en línea; el panel de expertos completó las tres encuestas en línea y ambas reuniones se realizaron en línea.PRINCIPALES MEDIDAS DE RESULTADO:El resultado principal fue llegar a un consenso (≥80% de acuerdo).RESULTADOS:El panel de expertos llegó a un consenso sobre una categorización de tres niveles de la categoría de respuesta casi completa basada en la probabilidad de que la respuesta evolucione hacia una respuesta clínica completa después de un intervalo de espera más largo. Los panelistas coincidieron en que una respuesta casi completa es una entidad temporal que sólo debe utilizarse en los primeros 6 meses después de la quimioradioterapia. Además, se llegó a un consenso en que se debe considerar el estado de los nódulos linfáticos al decidir sobre una respuesta casi completa y que no siempre se necesitan biopsias cuando se encuentra una respuesta casi completa. No se llegó a un consenso sobre si se deben tener en cuenta las características primarias de estadificación al decidir una respuesta casi completa.LIMITACIONES:Esta subcategorización de 3 niveles está basada en expertos; por lo tanto, no hay evidencia que respalde esta subcategorización. Además, no está claro si esta subcategorización puede generalizarse a la práctica clínica.CONCLUSIONES:Se alcanzó consenso sobre el uso de una categorización de 3 niveles de una respuesta casi completa que puede ser útil en la práctica diaria como guía para el tratamiento y para informar a los pacientes con una respuesta casi completa sobre la probabilidad de una preservación exitosa del órgano. (Traducción - Dr. Aurian Garcia Gonzalez).
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Affiliation(s)
- Petra A Custers
- Department of Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands
- GROW School for Oncology and Developmental Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Geerard L Beets
- Department of Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands
- GROW School for Oncology and Developmental Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Simon P Bach
- Department of Surgery, Queen Elizabeth Hospital, Birmingham, United Kingdom
| | - Lennart K Blomqvist
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- Department of Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Nuno Figueiredo
- Department of Surgery, Hospital Lusiadas Lisboa, Lisbon, Portugal
| | - Marc J Gollub
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York
| | - Anna Martling
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- Department of Pelvic Cancer, Division of Coloproctology, Karolinska University Hospital, Stockholm, Sweden
| | - Jarno Melenhorst
- GROW School for Oncology and Developmental Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Cinthia D Ortega
- Department of Radiology, University of São Paulo School of Medicine, São Paulo, Brazil
- Department of Radiology and Diagnostic Imaging, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Rodrigo O Perez
- Division of Colorectal Surgery, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil
| | - J Joshua Smith
- Department of Surgery, Colorectal Service, Memorial Sloan Kettering Cancer Center, New York
| | - Doenja M J Lambregts
- GROW School for Oncology and Developmental Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Radiology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Regina G H Beets-Tan
- GROW School for Oncology and Developmental Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Radiology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Monique Maas
- GROW School for Oncology and Developmental Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Radiology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands
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Ma W, Chen B, Zhu F, Yang C, Yang J. Diagnostic role of F-18 FDG PET/CT in determining preoperative Lymph node status of patients with rectal cancer: a meta-analysis. Abdom Radiol (NY) 2024; 49:2125-2134. [PMID: 38281158 DOI: 10.1007/s00261-023-04140-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 01/30/2024]
Abstract
PURPOSE To obtain performance values of PET/CT for determining the nodal status of rectal cancer. MATERIALS A comprehensive literature search was performed on PubMed and Embase for original diagnostic accuracy studies on the diagnostic performance of PET-CT for detection of LN metastasis in rectal cancer. The QUADAS-2 was used to evaluate the methodological quality of each study. Pooled sensitivity, specificity, and AUC were calculated to estimate the diagnostic role of PET/CT using a random-effects model. A subgroup analysis was performed to investigate the influence of different parameters on diagnostic performance. RESULTS A total of 15 studies and 1209 patients were included. A publication bias was observed. The pooled sensitivity, specificity, and AUC for PET/CT was 0.62 (95% CI 0.49, 0.74), 0.94 (95% CI 0.87, 0.97), and 0.87 (95% CI 0.83-0.89), respectively. Per-node basis yields higher accuracy than per-patient basis, with pooled sensitivities of 0.65 (95% CI 0.50-0.79) vs. 0.56 (95% CI 0.36-0.77) and specificities of 0.96 (95% CI 0.92-1.00) vs. 0.88 (95% CI 0.76-1.00), but there were no significant differences in diagnostic accuracy. CONCLUSION PET/CT has high specificity but moderate sensitivity for the detection of LN metastasis in rectal cancer. The current data suggests that the diagnostic capabilities of this method is limited due to its moderate sensitivity.
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Affiliation(s)
- Weili Ma
- Department of Radiology, Key Laboratory of Functional Molecular Imaging of Tumor and Interventional Diagnosis and Treatment of Shaoxing City, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Bo Chen
- Department of Radiology, Key Laboratory of Functional Molecular Imaging of Tumor and Interventional Diagnosis and Treatment of Shaoxing City, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Fandong Zhu
- Department of Radiology, Key Laboratory of Functional Molecular Imaging of Tumor and Interventional Diagnosis and Treatment of Shaoxing City, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Chen Yang
- Department of Radiology, Key Laboratory of Functional Molecular Imaging of Tumor and Interventional Diagnosis and Treatment of Shaoxing City, Shaoxing People's Hospital, Shaoxing, 312000, China
| | - Jianfeng Yang
- Department of Radiology, Key Laboratory of Functional Molecular Imaging of Tumor and Interventional Diagnosis and Treatment of Shaoxing City, Shaoxing People's Hospital, Shaoxing, 312000, China.
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14
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El Homsi M, Bercz A, Chahwan S, Fernandes MC, Javed-Tayyab S, Golia Pernicka JS, Nincevic J, Paroder V, Ruby L, Smith JJ, Petkovska I. Watch & wait - Post neoadjuvant imaging for rectal cancer. Clin Imaging 2024; 110:110166. [PMID: 38669916 PMCID: PMC11090716 DOI: 10.1016/j.clinimag.2024.110166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/15/2024] [Accepted: 04/18/2024] [Indexed: 04/28/2024]
Abstract
Rectal cancer management has evolved over the past decade with the emergence of total neoadjuvant therapy (TNT). For select patients who achieve a clinical complete response following TNT, organ preservation by means of the watch-and-wait (WW) strategy is an increasingly adopted alternative that preserves rectal function and quality of life without compromising oncologic outcomes. Recently, published 5-year results from the OPRA trial demonstrated that organ preservation can be achieved in approximately half of patients managed with the WW strategy, with most local regrowth events occurring within two years. Considering the potential for local regrowth, the implementation of the WW strategy mandates rigorous clinical and radiographic surveillance. Magnetic resonance imaging (MRI) serves as the conventional imaging modality for local staging and surveillance of rectal cancer given its excellent soft-tissue resolution. This review will discuss the current evidence for the WW strategy and the role of restaging rectal MRI in determining patient eligibility for this strategy. Restaging rectal MRI acquisition parameters and treatment response assessment, including important factors to assess, pitfalls, and classification systems, will be discussed in the context of the WW strategy.
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Affiliation(s)
- Maria El Homsi
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Aron Bercz
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Stephanie Chahwan
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Maria Clara Fernandes
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Sidra Javed-Tayyab
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Jennifer S Golia Pernicka
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Josip Nincevic
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Viktoriya Paroder
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Lisa Ruby
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - J Joshua Smith
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Iva Petkovska
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA.
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15
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Akgül Ö, Martlı HF, Göktaş A, Pak MA, Tez M. Comparison of preoperative magnetic resonance imaging with postoperative pathology results in rectal cancer patients undergoing neoadjuvant therapy. ANZ J Surg 2024; 94:1133-1137. [PMID: 38345184 DOI: 10.1111/ans.18890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 01/13/2024] [Accepted: 01/18/2024] [Indexed: 06/19/2024]
Abstract
BACKGROUND Locally advanced rectal cancer often requires neoadjuvant treatment (NAT) before surgical intervention. This study aimed to assess the concordance between preoperative magnetic resonance imaging (MRI) findings and postoperative pathology results after NAT in rectal cancer patients. METHOD A retrospective analysis of 52 patients who underwent NAT and subsequent surgery at Ankara Bilkent City Hospital between May 2019 and May 2023 was conducted. Demographics, preoperative MRIs, time intervals between NAT, MRI, and surgery, and postoperative pathology were assessed. RESULTS The median age of the cohort was 59 years, with a male predominance (76.9%). Tumour T stage (κ = 0.157), lymph node stage (κ = 0.138), and circumferential resection margin (κ = 0.138) concordance showed poor agreement between post-neoadjuvant treatment (PNT) MRI and pathology. PNT MRI demonstrated a limited correlation with postoperative pathology. CONCLUSIONS While preoperative MRI is commonly used for restaging after NAT in rectal cancer, our study highlights its limited concordance with postoperative pathology. The sensitivity and specificity metrics, although reported in the literature, should be interpreted alongside concordance assessments for a comprehensive evaluation.
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Affiliation(s)
- Özgür Akgül
- Department of Surgery, University of Health Sciences, Ankara City Hospital, Çankaya, Ankara, Turkey
| | - Hüseyin Fahri Martlı
- Department of Surgery, University of Health Sciences, Ankara City Hospital, Çankaya, Ankara, Turkey
| | - Abidin Göktaş
- Department of Surgery, University of Health Sciences, Ankara City Hospital, Çankaya, Ankara, Turkey
| | - Mehmet Ali Pak
- Department of Surgery, University of Health Sciences, Ankara City Hospital, Çankaya, Ankara, Turkey
| | - Mesut Tez
- Department of Surgery, University of Health Sciences, Ankara City Hospital, Çankaya, Ankara, Turkey
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16
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Safont MJ, García-Figueiras R, Hernando-Requejo O, Jimenez-Rodriguez R, Lopez-Vicente J, Machado I, Ayuso JR, Bustamante-Balén M, De Torres-Olombrada MV, Domínguez Tristancho JL, Fernández-Aceñero MJ, Suarez J, Vera R. Interdisciplinary Spanish consensus on a watch-and-wait approach for rectal cancer. Clin Transl Oncol 2024; 26:825-835. [PMID: 37787973 DOI: 10.1007/s12094-023-03322-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 09/07/2023] [Indexed: 10/04/2023]
Abstract
Watch-and-wait has emerged as a new strategy for the management of rectal cancer when a complete clinical response is achieved after neoadjuvant therapy. In an attempt to standardize this new clinical approach, initiated by the Spanish Cooperative Group for the Treatment of Digestive Tumors (TTD), and with the participation of the Spanish Association of Coloproctology (AECP), the Spanish Society of Pathology (SEAP), the Spanish Society of Gastrointestinal Endoscopy (SEED), the Spanish Society of Radiation Oncology (SEOR), and the Spanish Society of Medical Radiology (SERAM), we present herein a consensus on a watch-and-wait approach for the management of rectal cancer. We have focused on patient selection, the treatment schemes evaluated, the optimal timing for evaluating the clinical complete response, the oncologic outcomes after the implementation of this strategy, and a protocol for surveillance of these patients.
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Affiliation(s)
- Maria Jose Safont
- Oncology Department, Consorcio Hospital General Universitario de Valencia. Valencia University, Av. de les Tres Creus, 2, 46014, València, Spain.
| | - Roberto García-Figueiras
- Radiology Department, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | | | | | - Jorge Lopez-Vicente
- Gastroenterology Department, Hospital Universitario de Mostoles, Mósteles, Spain
| | - Isidro Machado
- Instituto Valenciano de Oncología, Valencia, Spain
- Pathology Department, Patologika Laboratory QuironSalud, Valencia, Spain
- Pathology Department, University of Valencia, Valencia, Spain
| | | | - Marco Bustamante-Balén
- Gastrointestinal Endoscopy Unit, Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | | | | | - Mª Jesús Fernández-Aceñero
- Surgical Pathology Department, Hospital Clínico San Carlos, IdiSSC, Universidad Complutense de Madrid, Madrid, Spain
| | - Javier Suarez
- General Surgery Department, Hospital Universitario de Navarra, Pamplona, Spain
| | - Ruth Vera
- Medical Oncology Department, Hospital Universitario de Navarra, Instituto de Investigación (Idisna), Pamplona, Spain
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17
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Xia S, Li Q, Zhu HT, Zhang XY, Shi YJ, Yang D, Wu J, Guan Z, Lu Q, Li XT, Sun YS. Fully semantic segmentation for rectal cancer based on post-nCRT MRl modality and deep learning framework. BMC Cancer 2024; 24:315. [PMID: 38454349 PMCID: PMC10919051 DOI: 10.1186/s12885-024-11997-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 02/13/2024] [Indexed: 03/09/2024] Open
Abstract
PURPOSE Rectal tumor segmentation on post neoadjuvant chemoradiotherapy (nCRT) magnetic resonance imaging (MRI) has great significance for tumor measurement, radiomics analysis, treatment planning, and operative strategy. In this study, we developed and evaluated segmentation potential exclusively on post-chemoradiation T2-weighted MRI using convolutional neural networks, with the aim of reducing the detection workload for radiologists and clinicians. METHODS A total of 372 consecutive patients with LARC were retrospectively enrolled from October 2015 to December 2017. The standard-of-care neoadjuvant process included 22-fraction intensity-modulated radiation therapy and oral capecitabine. Further, 243 patients (3061 slices) were grouped into training and validation datasets with a random 80:20 split, and 41 patients (408 slices) were used as the test dataset. A symmetric eight-layer deep network was developed using the nnU-Net Framework, which outputs the segmentation result with the same size. The trained deep learning (DL) network was examined using fivefold cross-validation and tumor lesions with different TRGs. RESULTS At the stage of testing, the Dice similarity coefficient (DSC), 95% Hausdorff distance (HD95), and mean surface distance (MSD) were applied to quantitatively evaluate the performance of generalization. Considering the test dataset (41 patients, 408 slices), the average DSC, HD95, and MSD were 0.700 (95% CI: 0.680-0.720), 17.73 mm (95% CI: 16.08-19.39), and 3.11 mm (95% CI: 2.67-3.56), respectively. Eighty-two percent of the MSD values were less than 5 mm, and fifty-five percent were less than 2 mm (median 1.62 mm, minimum 0.07 mm). CONCLUSIONS The experimental results indicated that the constructed pipeline could achieve relatively high accuracy. Future work will focus on assessing the performances with multicentre external validation.
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Affiliation(s)
- Shaojun Xia
- Institute of Medical Technology, Peking University Health Science Center, Haidian District, No. 38 Xueyuan Road, Beijing, 100191, China
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Qingyang Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Hai-Tao Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Xiao-Yan Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Yan-Jie Shi
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Ding Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Jiaqi Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Zhen Guan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Qiaoyuan Lu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Xiao-Ting Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China
| | - Ying-Shi Sun
- Institute of Medical Technology, Peking University Health Science Center, Haidian District, No. 38 Xueyuan Road, Beijing, 100191, China.
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/ Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Hai Dian District, No. 52 Fu Cheng Road, Beijing, 100142, China.
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18
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Shen Y, Wen Y, Bi L, Yang X, Gong X, Deng X, Meng W, Wang Z. Do treated rectal tumors appear differently on MRI after chemotherapy versus chemoradiotherapy? Abdom Radiol (NY) 2024; 49:774-782. [PMID: 37999742 DOI: 10.1007/s00261-023-04115-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 10/25/2023] [Accepted: 10/26/2023] [Indexed: 11/25/2023]
Abstract
PURPOSE Increasing studies have focused on neoadjuvant chemotherapy (NCT) in rectal cancer. However, few studies explored the differences in radiographic variation between patients treated with NCT and neoadjuvant chemoradiotherapy (NCRT). METHODS Stage II/III rectal cancer patients from March 2016 to December 2019 meeting the criteria treated with NCRT or NCT were included. MRI features, including tumor location, longitudinal length, DWI signal, MRI tumor regression grade (mrTRG), and radiomic texture features, before and after neoadjuvant treatments were reviewed. RESULTS 116 patients with NCRT and 61 with NCT were analyzed. Among these patients, 46 patients in the NCRT group and 18 in the NCT group were responders with pathological TRG0-1. Within these responders, the mean tumor longitudinal length regression rate (TLRR) of the NCT group was 60.08 ± 11.17%, which was significantly higher than the 50.73 ± 15.28% of the NCRT group (p = 0.010). The proportion of high signal in the DWI image after NCT was higher than that of the NCRT group (88.89% vs 50.00%, p = 0.004). NCT responders had significantly higher median change rates than those of NCRT responders in 11 radiomic features, especially those shape features. CONCLUSION MRI images change differently between responders treated with NCRT and those with NCT in rectal cancer. The tumor volumetry and some radiomic features change more obviously in NCT responders, and the tumor signal changes more obviously in NCRT responders. During the evaluation of the response of the tumor to the neoadjuvant treatments, images of patients should be treated differently.
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Affiliation(s)
- Yu Shen
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, No. 37, Guo Xue Street, Chengdu, 610041, Sichuan, China
| | - Yanqiong Wen
- Operating Room, Department of Anesthesiology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
| | - Liang Bi
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, No. 37, Guo Xue Street, Chengdu, 610041, Sichuan, China
- Department of Colorectal Surgery, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Xuyang Yang
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, No. 37, Guo Xue Street, Chengdu, 610041, Sichuan, China
| | - Xiaoling Gong
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Xiangbing Deng
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, No. 37, Guo Xue Street, Chengdu, 610041, Sichuan, China.
| | - Wenjian Meng
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, No. 37, Guo Xue Street, Chengdu, 610041, Sichuan, China.
| | - Ziqiang Wang
- Colorectal Cancer Center, Department of General Surgery, West China Hospital, Sichuan University, No. 37, Guo Xue Street, Chengdu, 610041, Sichuan, China.
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Patra A, Lakhani A, Augustine A, Mohapatra P, Eapen A, Singh A, Masih D, Ram TS, Jesudason MR, Mittal R, Chandramohan A. Predicting Positive Radial Margin on Restaging MRI of Patients with Low Rectal Cancer: Can We Do Better? Indian J Radiol Imaging 2024; 34:85-94. [PMID: 38106864 PMCID: PMC10723970 DOI: 10.1055/s-0043-1774300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023] Open
Abstract
Objective The aim of this study was to characterize the tissue involving the margin and study if this information will affect margin prediction on restaging magnetic resonance imaging (MRI) in low rectal adenocarcinoma (LRC) patients treated with neoadjuvant long-course chemoradiotherapy (LCCRT). Methods In this retrospective study of nonmetastatic LRC (distal margin <5 cm from the anal verge) treated with LCCRT followed by surgery, a radiologist blinded to outcome reread the restaging MRI and documented if the radial margin was involved by tumor, fibrosis, or mucin reaction using T2 high-resolution (HR) and diffusion-weighted imaging (DWI). The diagnostic performance of tumor-involving margin on restaging MRI was assessed using surgical histopathology as a reference. Interobserver agreement between three independent radiologists was assessed in a subset. Results We included 133 patients (80 males and 53 females) with a mean (range) age of 44.7 (21-86) years and 82% of them had well or moderately differentiated adenocarcinoma. Baseline MRI showed T3 ( n = 58) or T4 ( n = 60) disease in 89% of the patients. The pathological margin was positive in 21% ( n = 28) cases. In restaging MRI, the circumferential resection margin (CRM) ≤1 mm in 75.1% ( n = 100) cases and MRI predicted tumor, fibrosis, and mucin reaction at the margin in 60, 34, and 6%, respectively, and histopathology showed tumor cells in 33, 14.7, and 16.6% of them, respectively. LRC with tumor-involving margin and bad response (MR tumor regression grade [mr-TRG] 3-5) on restaging MRI had fourfold increased risk of positive pathological circumferential resection margin (pCRM). There was moderate and fair inter-reader agreement for the tissue type involving the CRM ( κ = 0.471) and mr-TRG ( κ = 0.266), p < 0.05. The use of both distance criteria and tumor-involving margins improved the diagnostic accuracy for margin prediction from 39 to 66% on restaging MRI. Conclusions Margin prediction on restaging MRI can be improved by characterizing the tissue type involving the margin in low rectal cancer patients. The inter-reader agreement was moderate for determining the tissue type.
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Affiliation(s)
- Anurima Patra
- Department of Radiology, Christian Medical College, Vellore, India
| | - Aisha Lakhani
- Department of Radiology, Christian Medical College, Vellore, India
| | - Antony Augustine
- Department of Radiology, Christian Medical College, Vellore, India
| | | | - Anu Eapen
- Department of Radiology, Christian Medical College, Vellore, India
| | - Ashish Singh
- Department of Medical Oncology, Christian Medical College, Vellore, India
| | - Dipti Masih
- Department of Pathology, Christian Medical College, Vellore, India
| | - Thomas S. Ram
- Department of Radiation Oncology, Christian Medical College, Vellore, India
| | - Mark R. Jesudason
- Department of Colorectal Surgery, Christian Medical College, Vellore, India
| | - Rohin Mittal
- Department of Colorectal Surgery, Christian Medical College, Vellore, India
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Katdare AN, Baheti AD, Pangarkar SY, Mistry KA, Ankathi SK, Haria PD, Choudhari AJ, Guha A, Gala K, Shetty N, Kulkarni S, Ramadwar M, Bal M. Evaluation of an Objective MRI-Based Tumor Regression Grade (mrTRG) Score and a Subjective Likert Score for Assessing Treatment Response in Locally Advanced Rectal Cancers-A Retrospective Study. Indian J Radiol Imaging 2024; 34:69-75. [PMID: 38106857 PMCID: PMC10723953 DOI: 10.1055/s-0043-1772695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023] Open
Abstract
Purpose: Magnetic resonance imaging (MRI) with the help of MRI-based tumor regression grade (mrTRG) score has been used as a tool to predict pathological tumor regression grade (pTRG) in patients of rectal cancer post-neoadjuvant chemoradiation. Our study aims to evaluate the ability of MRI in assessing treatment response comparing an objective mrTRG score and a subjective Likert score, with a focus on the ability to predict pathologic complete response (pCR). Methods: Post-treatment MRI studies were retrospectively reviewed for 170 consecutive cases of histopathologically proven rectal cancer after receiving neoadjuvant chemoradiation and prior to surgery by two oncoradiologists blinded to the eventual postoperative histopathology findings. An objective (mrTRG) and a subjective Likert score were assigned to all the cases. Receiver operating characteristic curves were constructed to determine the ability of Likert scale and mrTRG to predict pCR, with postoperative histopathology being the gold standard. The optimal cutoff points on the scale of 1 to 5 were obtained for mrTRG and Likert scale with the greatest sum of sensitivity and specificity using the Youden Index. Results: The most accurate cutoff point for the mrTRG to predict complete response was 2.5 (using Youden index), with a sensitivity of 69.2%, specificity of 69.6%, positive predictive value (PPV) of 85.6%, negative predictive value (NPV) of 46.4%, and accuracy of 69.3%. The most accurate cutoff for the Likert scale to predict complete response was 3.5, with a sensitivity of 47.5%, specificity of 89.1%, PPV of 91.9%, NPV of 39.4%, and accuracy of 59%. mrTRG had a lower cutoff and was more accurate in predicting pCR compared to Likert score. Conclusion: An objective mrTRG was more accurate than a subjective Likert scale to predict complete response in our study.
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Affiliation(s)
- Aparna N Katdare
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Akshay D Baheti
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Sayali Y Pangarkar
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Kunal A Mistry
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Suman K Ankathi
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Purvi D Haria
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Amit J Choudhari
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Amrita Guha
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Kunal Gala
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Nitin Shetty
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Suyash Kulkarni
- Department of Radiodiagnosis, Tata Memorial Hospital, Mumbai, Maharashtra, India
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Mukta Ramadwar
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
- Department of Pathology, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Munita Bal
- Homi Bhabha National Institute, Mumbai, Maharashtra, India
- Department of Pathology, Tata Memorial Hospital, Mumbai, Maharashtra, India
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21
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Wu Y, Cao H, Yang S, Liu C, Han Z. Progress of near-infrared-II fluorescence in precision diagnosis and treatment of colorectal cancer. Heliyon 2023; 9:e23209. [PMID: 38149207 PMCID: PMC10750080 DOI: 10.1016/j.heliyon.2023.e23209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 11/27/2023] [Accepted: 11/29/2023] [Indexed: 12/28/2023] Open
Abstract
Colorectal cancer is a malignant tumour with high incidence and mortality worldwide; therefore, improving the early diagnosis of colorectal cancer and implementing a targeted "individualized treatment" strategy is of great concern. NIR-II fluorescence imaging is a large-depth, high-resolution optical bioimaging tool. Around the NIR-II window, researchers have developed a variety of luminescent probes, imaging systems, and treatment methods with colorectal cancer targeting capabilities, which can be visualized and image-guided in clinical surgery. This article aims to overcome the difficulties in diagnosing and treating colorectal cancer. The present review summarizes the latest results on using NIR-II fluorescence for targeted colorectal cancer imaging, expounds on the application prospects of NIR-II optical imaging for colorectal cancer, and discusses the imaging-guided multifunctional diagnosis and treatment platforms.
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Affiliation(s)
- Yong Wu
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Hongtao Cao
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Shaoqing Yang
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Chaohui Liu
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Zhenguo Han
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
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22
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Jayaprakasam VS, Ince S, Suman G, Nepal P, Hope TA, Paspulati RM, Fraum TJ. PET/MRI in colorectal and anal cancers: an update. Abdom Radiol (NY) 2023; 48:3558-3583. [PMID: 37062021 DOI: 10.1007/s00261-023-03897-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/21/2023] [Accepted: 03/23/2023] [Indexed: 04/17/2023]
Abstract
Positron emission tomography (PET) in the era of personalized medicine has a unique role in the management of oncological patients and offers several advantages over standard anatomical imaging. However, the role of molecular imaging in lower GI malignancies has historically been limited due to suboptimal anatomical evaluation on the accompanying CT, as well as significant physiological 18F-flurodeoxyglucose (FDG) uptake in the bowel. In the last decade, technological advancements have made whole-body FDG-PET/MRI a feasible alternative to PET/CT and MRI for lower GI malignancies. PET/MRI combines the advantages of molecular imaging with excellent soft tissue contrast resolution. Hence, it constitutes a unique opportunity to improve the imaging of these cancers. FDG-PET/MRI has a potential role in initial diagnosis, assessment of local treatment response, and evaluation for metastatic disease. In this article, we review the recent literature on FDG-PET/MRI for colorectal and anal cancers; provide an example whole-body FDG-PET/MRI protocol; highlight potential interpretive pitfalls; and provide recommendations on particular clinical scenarios in which FDG-PET/MRI is likely to be most beneficial for these cancer types.
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Affiliation(s)
- Vetri Sudar Jayaprakasam
- Molecular Imaging and Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
| | - Semra Ince
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Garima Suman
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Pankaj Nepal
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Thomas A Hope
- Department of Radiology & Biomedical Imaging, University of California, San Francisco, CA, USA
| | | | - Tyler J Fraum
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
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23
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Ke J, Jin C, Tang J, Cao H, He S, Ding P, Jiang X, Zhao H, Cao W, Meng X, Gao F, Lan P, Li R, Wu X. A Longitudinal MRI-Based Artificial Intelligence System to Predict Pathological Complete Response After Neoadjuvant Therapy in Rectal Cancer: A Multicenter Validation Study. Dis Colon Rectum 2023; 66:e1195-e1206. [PMID: 37682775 DOI: 10.1097/dcr.0000000000002931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/10/2023]
Abstract
BACKGROUND Accurate prediction of response to neoadjuvant chemoradiotherapy is critical for subsequent treatment decisions for patients with locally advanced rectal cancer. OBJECTIVE To develop and validate a deep learning model based on the comparison of paired MRI before and after neoadjuvant chemoradiotherapy to predict pathological complete response. DESIGN By capturing the changes from MRI before and after neoadjuvant chemoradiotherapy in 638 patients, we trained a multitask deep learning model for response prediction (DeepRP-RC) that also allowed simultaneous segmentation. Its performance was independently tested in an internal and 3 external validation sets, and its prognostic value was also evaluated. SETTINGS Multicenter study. PATIENTS We retrospectively enrolled 1201 patients diagnosed with locally advanced rectal cancer who underwent neoadjuvant chemoradiotherapy before total mesorectal excision. Patients had been treated at 1 of 4 hospitals in China between January 2013 and December 2020. MAIN OUTCOME MEASURES The main outcome was the accuracy of predicting pathological complete response, measured as the area under receiver operating curve for the training and validation data sets. RESULTS DeepRP-RC achieved high performance in predicting pathological complete response after neoadjuvant chemoradiotherapy, with area under the curve values of 0.969 (0.942-0.996), 0.946 (0.915-0.977), 0.943 (0.888-0.998), and 0.919 (0.840-0.997) for the internal and 3 external validation sets, respectively. DeepRP-RC performed similarly well in the subgroups defined by receipt of radiotherapy, tumor location, T/N stages before and after neoadjuvant chemoradiotherapy, and age. Compared with experienced radiologists, the model showed substantially higher performance in pathological complete response prediction. The model was also highly accurate in identifying the patients with poor response. Furthermore, the model was significantly associated with disease-free survival independent of clinicopathological variables. LIMITATIONS This study was limited by its retrospective design and absence of multiethnic data. CONCLUSIONS DeepRP-RC could be an accurate preoperative tool for pathological complete response prediction in rectal cancer after neoadjuvant chemoradiotherapy. UN SISTEMA DE IA BASADO EN RESONANCIA MAGNTICA LONGITUDINAL PARA PREDECIR LA RESPUESTA PATOLGICA COMPLETA DESPUS DE LA TERAPIA NEOADYUVANTE EN EL CNCER DE RECTO UN ESTUDIO DE VALIDACIN MULTICNTRICO ANTECEDENTES:La predicción precisa de la respuesta a la quimiorradioterapia neoadyuvante es fundamental para las decisiones de tratamiento posteriores para los pacientes con cáncer de recto localmente avanzado.OBJETIVO:Desarrollar y validar un modelo de aprendizaje profundo basado en la comparación de resonancias magnéticas pareadas antes y después de la quimiorradioterapia neoadyuvante para predecir la respuesta patológica completa.DISEÑO:Al capturar los cambios de las imágenes de resonancia magnética antes y después de la quimiorradioterapia neoadyuvante en 638 pacientes, entrenamos un modelo de aprendizaje profundo multitarea para la predicción de respuesta (DeepRP-RC) que también permitió la segmentación simultánea. Su rendimiento se probó de forma independiente en un conjunto de validación interna y tres externas, y también se evaluó su valor pronóstico.ESCENARIO:Estudio multicéntrico.PACIENTES:Volvimos a incluir retrospectivamente a 1201 pacientes diagnosticados con cáncer de recto localmente avanzado y sometidos a quimiorradioterapia neoadyuvante antes de la escisión total del mesorrecto. Eran de cuatro hospitales en China en el período entre enero de 2013 y diciembre de 2020.PRINCIPALES MEDIDAS DE RESULTADO:Los principales resultados fueron la precisión de la predicción de la respuesta patológica completa, medida como el área bajo la curva operativa del receptor para los conjuntos de datos de entrenamiento y validación.RESULTADOS:DeepRP-RC logró un alto rendimiento en la predicción de la respuesta patológica completa después de la quimiorradioterapia neoadyuvante, con valores de área bajo la curva de 0,969 (0,942-0,996), 0,946 (0,915-0,977), 0,943 (0,888-0,998), y 0,919 (0,840-0,997) para los conjuntos de validación interna y las tres externas, respectivamente. DeepRP-RC se desempeñó de manera similar en los subgrupos definidos por la recepción de radioterapia, la ubicación del tumor, los estadios T/N antes y después de la quimiorradioterapia neoadyuvante y la edad. En comparación con los radiólogos experimentados, el modelo mostró un rendimiento sustancialmente mayor en la predicción de la respuesta patológica completa. El modelo también fue muy preciso en la identificación de los pacientes con mala respuesta. Además, el modelo se asoció significativamente con la supervivencia libre de enfermedad independientemente de las variables clinicopatológicas.LIMITACIONES:Este estudio estuvo limitado por el diseño retrospectivo y la ausencia de datos multiétnicos.CONCLUSIONES:DeepRP-RC podría servir como una herramienta preoperatoria precisa para la predicción de la respuesta patológica completa en el cáncer de recto después de la quimiorradioterapia neoadyuvante. (Traducción-Dr. Felipe Bellolio ).
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Affiliation(s)
- Jia Ke
- Department of General Surgery, Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Cheng Jin
- Department of Radiation Oncology, School of Medicine, Stanford University, California
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai City, China
| | - Jinghua Tang
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou City, China
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou City, China
| | - Haimei Cao
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou City, China
| | - Songbing He
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou City, China
| | - Peirong Ding
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center, Guangzhou City, China
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou City, China
| | - Xiaofeng Jiang
- Department of General Surgery, Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Hengyu Zhao
- Department of General Surgery, Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Wuteng Cao
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Department of Radiology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Xiaochun Meng
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Department of Radiology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Feng Gao
- Department of General Surgery, Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Ping Lan
- Department of General Surgery, Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
| | - Ruijiang Li
- Department of Radiation Oncology, School of Medicine, Stanford University, California
| | - Xiaojian Wu
- Department of General Surgery, Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
- Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou City, China
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24
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Stefanou AJ, Dessureault S, Sanchez J, Felder S. Clinical Tools for Rectal Cancer Response Assessment following Neoadjuvant Treatment in the Era of Organ Preservation. Cancers (Basel) 2023; 15:5535. [PMID: 38067239 PMCID: PMC10705332 DOI: 10.3390/cancers15235535] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/04/2023] [Accepted: 11/10/2023] [Indexed: 09/16/2024] Open
Abstract
Local tumor response evaluation following neoadjuvant treatment(s) in rectal adenocarcinoma requires a multi-modality approach including physical and endoscopic evaluations, rectal protocoled MRI, and cross-sectional imaging. Clinical tumor response exists on a spectrum from complete clinical response (cCR), defined as the absence of clinical evidence of residual tumor, to near-complete response (nCR), which assumes a significant reduction in tumor burden but with increased uncertainty of residual microscopic disease, to incomplete clinical response (iCR), which incorporates all responses less than nCR that is not progressive disease. This article aims to review the clinical tools currently routinely available to evaluate treatment response and offers a potential management approach based on the extent of local tumor response.
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Affiliation(s)
| | | | | | - Seth Felder
- Clinical and Pathologic Response to Therapy in Gastrointestinal Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA; (A.J.S.); (S.D.); (J.S.)
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25
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Lei Y, Lin L, Shao Q, Chen W, Liu G. Long-term efficacy of transanal local excision versus total mesorectal excision after neoadjuvant treatment for rectal cancer: A meta-analysis. PLoS One 2023; 18:e0294510. [PMID: 37983236 PMCID: PMC10659211 DOI: 10.1371/journal.pone.0294510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 11/02/2023] [Indexed: 11/22/2023] Open
Abstract
AIM The purpose of this meta-analysis is to compare the long-term efficacy of transanal local excision (TLE) versus total mesorectal excision (TME) following neoadjuvant therapy for rectal cancer. METHOD The Web of Science, Pubmed, Medline, Embase, and the Cochrane Library were systematically searched for correlational research. The Newcastle-Ottawa Scale and the Cochrane risk of bias tool were used to assess the quality of cohort studies (CSs) and randomized controlled trials (RCTs), respectively. Statistically analyzed using RevMan5.4. RESULT A total of 13 studies, including 3 randomized controlled trials (RCTs) and 10 cohort studies (CSs), involving 1402 patients, were included in the analysis. Of these, 570 patients (40.66%) underwent TLE, while 832 patients (59.34%) underwent TME. In the meta-analysis of CSs, no significant difference was observed between the TLE group and TME group regarding 5-year overall survival (OS) and 5-year disease-free survival (DFS) (P > 0.05). However, the TLE group had a higher rates of local recurrence (LR) [risk ratio (RR) = 1.93, 95%CI (1.18, 3.14), P = 0.008] and a lower rates of 5-years local recurrence-free survival (LRFS) [hazard ratio (HR) = 2.79, 95%CI (1.04, 7.50), P = 0.04] compared to the TME group. In the meta-analysis of RCTs, there was no significant difference observed between the TLE group and TME group in terms of LR, 5-year OS, 5-year DFS, and 5-year disease-specific survival (P > 0.05). CONCLUSION After undergoing neoadjuvant therapy, TLE may provide comparable 5-year OS and DFS to TME for rectal cancer. However, neoadjuvant therapy followed by TLE may has a higher LR and lower 5-year LRFS compared to neoadjuvant therapy followed by TME, so patients should be carefully selected. Neoadjuvant therapy followed by TLE may be a suitable option for patients who prioritize postoperative quality of life. However, the effectiveness of this approach requires further research to draw a definitive conclusion.
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Affiliation(s)
- Yihui Lei
- The School of Clinical Medical, Fujian Medical University, Fuzhou, Fujian, China
| | - Li Lin
- Department of Gastrointestinal Surgery, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Qiming Shao
- The School of Clinical Medical, Fujian Medical University, Fuzhou, Fujian, China
| | - Weiping Chen
- The School of Clinical Medical, Fujian Medical University, Fuzhou, Fujian, China
| | - Guoyan Liu
- Department of Gastrointestinal Surgery, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China
- Institute of Gastrointestinal Oncology, Medical College of Xiamen University, Xiamen, Fujian, China
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26
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Prezzi D, Muthuswamy K, Amlani A, Owczarczyk K, Elowaidy A, Mistry T, Bassett P, Goh V. Diffusion-weighted imaging complements T2-weighted MRI for tumour response assessment in squamous anal carcinoma. Eur Radiol 2023; 33:7575-7584. [PMID: 37462820 PMCID: PMC10598114 DOI: 10.1007/s00330-023-09942-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
Abstract
OBJECTIVES A published tumour regression grade (TRG) score for squamous anal carcinoma treated with definitive chemoradiotherapy based on T2-weighted MRI yields a high proportion of indeterminate responses (TRG-3). We investigate whether the addition of diffusion-weighted imaging (DWI) improves tumour response assessment in the early post treatment period. MATERIALS AND METHODS This retrospective observational study included squamous anal carcinoma patients undergoing MRI before and within 3 months of completing chemoradiotherapy from 2009 to 2020. Four independent radiologists (1-20 years' experience) scored MRI studies using a 5-point TRG system (1 = complete response; 5 = no response) based on T2-weighted sequences alone, and then after a 12-week washout period, using a 5-point DWI-TRG system based on T2-weighted and DWI. Scoring confidence was recorded on a 5-point scale (1 = low; 5 = high) for each reading and compared using the Wilcoxon test. Indeterminate scores (TRG-3) from each reading session were compared using the McNemar test. Interobserver agreement was assessed using kappa statistics. RESULTS Eighty-five patients were included (mean age, 59 years ± 12 [SD]; 55 women). T2-weighted TRG-3 scores from all readers combined halved from 24% (82/340) to 12% (41/340) with DWI (p < 0.001). TRG-3 scores changed most frequently (41%, 34/82) to DWI-TRG-2 (excellent response). Complete tumour response was recorded clinically in 77/85 patients (91%). Scoring confidence increased using DWI (p < 0.001), with scores of 4 or 5 in 84% (287/340). Interobserver agreement remained fair to moderate (kappa range, 0.28-0.58). CONCLUSION DWI complements T2-weighted MRI by reducing the number of indeterminate tumour responses (TRG-3). DWI increases radiologist's scoring confidence. CLINICAL RELEVANCE STATEMENT Diffusion-weighted imaging improves T2-weighted tumour response assessment in squamous anal cancer, halving the number of indeterminate responses in the early post treatment period, and increases radiologists' confidence. KEY POINTS Tumour response based on T2-weighted MRI is often indeterminate in squamous anal carcinoma. Diffusion-weighted imaging alongside T2-weighted MRI halved indeterminate tumour regression grade scores assigned by four radiologists from 24 to 12%. Scoring confidence of expert and non-expert radiologists increased with the inclusion of diffusion-weighted imaging.
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Affiliation(s)
- Davide Prezzi
- School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, UK.
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK.
| | | | - Ashik Amlani
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Kasia Owczarczyk
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Ahmed Elowaidy
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Tina Mistry
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | | | - Vicky Goh
- School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, UK
- Department of Radiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
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27
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Karbhari A, Baheti AD, Ankathi SK, Haria PD, Choudhari A, Katdare A, Guha A, Kulkarni S, Saklani A, Engineer R, Kazi M, Ostwal V. MRI in rectal cancer patients on 'watch and wait': patterns of response and their evolution. Abdom Radiol (NY) 2023; 48:3287-3296. [PMID: 37450019 DOI: 10.1007/s00261-023-04003-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 06/29/2023] [Accepted: 07/01/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE Evaluate MR patterns of response and their evolution in rectal cancer patients on watch and wait (WW). METHODS We retrospectively reviewed 337 MRIs of 60 patients (median follow-up: 12 months; range: 6-49 months). Baseline MRIs (available in 34/60 patients) were evaluated for tumor morphology, location, thickness, circumferential involvement, nodal status and EMVI. First post-treatment MRIs (in all patients) were additionally evaluated for pattern of response on T2 and DWI. Change in post-treatment scar thickness and scar depth angle between the first and second post-treatment scans was also evaluated. Evolution of the response pattern/recurrence were evaluated till the last available scan. RESULTS On the baseline scans, 20/34 (59%) patients had polypoidal tumor with 12/20 having ≤ 25% circumferential wall involvement. We saw five patterns of response-normalized rectal wall (2/60-3%), minimal fibrosis (23/60-38%), full thickness fibrosis (16/60-27%), irregular fibrosis (11/60-18%) and split scar (6/60-10%), with 2/60 (3%) showing possible residual disease. On the first post-treatment scans, 12/60 (20%) had restricted diffusion, with 3/12 having persistent restriction till last follow-up. Post-treatment fibrosis/split scar remained stable in 44/60 (73%) cases and improved further in the rest. 9/60 (15%) patients developed regrowth/recurrence. Patients with recurrence had < 10 mm scar thickness and < 21° change in scar angle between the first and second post-treatment MRIs. CONCLUSION Most patients on WW protocol developed minimal or full thickness fibrosis, majority of which remained stable on follow-up.
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Affiliation(s)
- Aashna Karbhari
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Akshay D Baheti
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India.
| | - Suman K Ankathi
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Purvi D Haria
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Amit Choudhari
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Aparna Katdare
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Amrita Guha
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Suyash Kulkarni
- Department of Radiology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Avnish Saklani
- Department of Surgical Oncology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Reena Engineer
- Department of Radiation Oncology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Mufaddal Kazi
- Department of Surgical Oncology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
| | - Vikas Ostwal
- Department of Medical Oncology, Tata Memorial Centre and Homi Bhabha National Institute, E. Borges Road, Parel, Mumbai, 400012, India
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Xiao B, Yu J, Ding PR. Nonoperative Management of dMMR/MSI-H Colorectal Cancer following Neoadjuvant Immunotherapy: A Narrative Review. Clin Colon Rectal Surg 2023; 36:378-384. [PMID: 37795463 PMCID: PMC10547541 DOI: 10.1055/s-0043-1767703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
Immunotherapy with PD-1 blockade has achieved a great success in colorectal cancers (CRCs) with high microsatellite instability (MSI-H) and deficient mismatch repair (dMMR), and has become the first-line therapy in metastatic setting. Studies of neoadjuvant immunotherapy also report exciting results, showing high rates of clinical complete response (cCR) and pathological complete response. The high efficacy and long duration of response of immunotherapy has prompt attempts to adopt watch-and-wait strategy for patients achieving cCR following the treatment. Thankfully, the watch-and-wait approach has been proposed for nearly 20 years for patients undergoing chemoradiotherapy and has gained ground among patients as well as clinicians. In this narrative review, we combed through the available information on immunotherapy for CRC and on the watch-and-wait strategy in chemoradiotherapy, and looked forward to a future where neoadjuvant immunotherapy as a curative therapy would play a big part in the treatment of MSI-H/dMMR CRC.
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Affiliation(s)
- Binyi Xiao
- Department of Colorectal Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
| | - Jiehai Yu
- Department of Colorectal Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
| | - Pei-Rong Ding
- Department of Colorectal Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
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29
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Ou X, van der Reijd DJ, Lambregts DMJ, Grotenhuis BA, van Triest B, Beets GL, Beets-Tan RGH, Maas M. Sense and non-sense of imaging in the era of organ preservation for rectal cancer. Br J Radiol 2023; 96:20230318. [PMID: 37750870 PMCID: PMC10607404 DOI: 10.1259/bjr.20230318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 07/17/2023] [Accepted: 08/01/2023] [Indexed: 09/27/2023] Open
Abstract
This review summarizes the current applications and benefits of imaging modalities for organ preservation in the treatment of rectal cancer. The concept of organ preservation in the treatment of rectal cancer has revolutionized the way rectal cancer is managed. Initially, organ preservation was limited to patients with locally advanced rectal cancer who needed neoadjuvant therapy to reduce tumor size before surgery and achieved complete response. However, neoadjuvant therapy is now increasingly utilized for smaller and less aggressive tumors to achieve primary organ preservation. Additionally, more intensive neoadjuvant strategies are employed to improve complete response rates and increase the chances of successful organ preservation. The selection of patients for organ preservation is a critical component of treatment, and imaging techniques such as digital rectal exam, endoscopy, and MRI are commonly used for this purpose. In this review, we provide an overview of what imaging modalities should be chosen and how they can aid in the selection and follow-up of patients undergoing organ-preserving strategies.
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Affiliation(s)
| | | | | | | | - Baukelien van Triest
- Department of Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
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van der Stel SD, van den Berg JG, Snaebjornsson P, Seignette IM, Witteveen M, Grotenhuis BA, Beets GL, Post AL, Ruers TJM. Size and depth of residual tumor after neoadjuvant chemoradiotherapy in rectal cancer - implications for the development of new imaging modalities for response assessment. Front Oncol 2023; 13:1209732. [PMID: 37736547 PMCID: PMC10509550 DOI: 10.3389/fonc.2023.1209732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/21/2023] [Indexed: 09/23/2023] Open
Abstract
With the shift towards organ preserving treatment strategies in rectal cancer it has become increasingly important to accurately discriminate between a complete and good clinical response after neoadjuvant chemoradiotherapy (CRT). Standard of care imaging techniques such as CT and MRI are well equipped for initial staging of rectal tumors, but discrimination between a good clinical and complete response remains difficult due to their limited ability to detect small residual vital tumor fragments. To identify new promising imaging techniques that could fill this gap, it is crucial to know the size and invasion depth of residual vital tumor tissue since this determines the requirements with regard to the resolution and imaging depth of potential new optical imaging techniques. We analyzed 198 pathology slides from 30 rectal cancer patients with a Mandard tumor regression grade 2 or 3 after CRT that underwent surgery. For each patient we determined response pattern, size of the largest vital tumor fragment or bulk and the shortest distance from the vital tumor to the luminal surface. The response pattern was shrinkage in 14 patients and fragmentation in 16 patients. For both groups combined, the largest vital tumor fragment per patient was smaller than 1mm for 38% of patients, below 0.2mm for 12% of patients and for one patient as small as 0.06mm. For 29% of patients the vital tumor remnant was present within the first 0.01mm from the luminal surface and for 87% within 0.5mm. Our results explain why it is difficult to differentiate between a good clinical and complete response in rectal cancer patients using endoscopy and MRI, since in many patients submillimeter tumor fragments remain below the luminal surface. To detect residual vital tumor tissue in all patients included in this study a technique with a spatial resolution of 0.06mm and an imaging depth of 8.9mm would have been required. Optical imaging techniques offer the possibility of detecting majority of these cases due to the potential of both high-resolution imaging and enhanced contrast between tissue types. These techniques could thus serve as a complimentary tool to conventional methods for rectal cancer response assessment.
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Affiliation(s)
- Stefan D. van der Stel
- Faculty Technische Natuurwetenschappen (TNW), Group Nanobiophysics, Twente University, Enschede, Netherlands
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Petur Snaebjornsson
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Iris M. Seignette
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Mark Witteveen
- Faculty Technische Natuurwetenschappen (TNW), Group Nanobiophysics, Twente University, Enschede, Netherlands
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Geerard L. Beets
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
- GROW School for Oncology and Developmental Biology, University of Maastricht, Maastricht, Netherlands
| | - Anouk L. Post
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Biomedical Engineering and Physics, Amsterdam Cardiovascular Sciences, Cancer Center Amsterdam, Amsterdam Universitair Medisch Centrum (UMC), University of Amsterdam, Amsterdam, Netherlands
| | - Theo J. M. Ruers
- Faculty Technische Natuurwetenschappen (TNW), Group Nanobiophysics, Twente University, Enschede, Netherlands
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, Netherlands
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Gollub MJ, Costello JR, Ernst RD, Lee S, Maheshwari E, Petkovska I, Wasnik AP, Horvat N. A primer on rectal MRI in patients on watch-and-wait treatment for rectal cancer. Abdom Radiol (NY) 2023; 48:2836-2873. [PMID: 37099182 PMCID: PMC11210452 DOI: 10.1007/s00261-023-03900-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 03/23/2023] [Accepted: 03/23/2023] [Indexed: 04/27/2023]
Abstract
Total neoadjuvant treatment (TNT) for rectal cancer is becoming an accepted treatment paradigm and is changing the landscape of this disease, wherein up to 50% of patients who undergo TNT are able to avoid surgery. This places new demands on the radiologist in terms of interpreting degrees of response to treatment. This primer summarizes the Watch-and-Wait approach and the role of imaging, with illustrative "atlas-like" examples as an educational guide for radiologists. We present a brief literature summary of the evolution of rectal cancer treatment, with a focus on magnetic resonance imaging (MRI) assessment of response. We also discuss recommended guidelines and standards. We outline the common TNT approach entering mainstream practice. A heuristic and algorithmic approach to MRI interpretation is also offered. To illustrate management and common scenarios, we arranged the illustrative figures as follows: (I) Clinical complete response (cCR) achieved at the immediate post-TNT "decision point" scan time; (II) cCR achieved at some point during surveillance, later than the first post-TNT MRI; (III) near clinical complete response (nCR); (IV) incomplete clinical response (iCR); (V) discordant findings between MRI and endoscopy where MRI is falsely positive, even at follow-up; (VI) discordant cases where MRI seems to be falsely positive but is proven truly positive on follow-up endoscopy; (VII) cases where MRI is falsely negative; (VIII) regrowth of tumor in the primary tumor bed; (IX) regrowth outside the primary tumor bed; and (X) challenging scenarios, i.e., mucinous cases. This primer is offered to achieve its intended goal of educating radiologists on how to interpret MRI in patients with rectal cancer undergoing treatment using a TNT-type treatment paradigm and a Watch-and-Wait approach.
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Affiliation(s)
- Marc J Gollub
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
| | - James R Costello
- Department of Diagnostic Imaging and Intervention, Motiff Cancer Center, Tampa, FL, 33612, USA
| | - Randy D Ernst
- Division of Diagnostic Imaging, Department of Abdominal Imaging, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Sonia Lee
- Department of Radiology, University of California, Irvine, Orange, CA, 92868, USA
| | - Ekta Maheshwari
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, 15213, USA
| | - Iva Petkovska
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Ashish P Wasnik
- Department of Radiology, University of MI-Michigan Medicine, Ann Arbor, MI, 48109, USA
| | - Natally Horvat
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
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El Khababi N, Beets-Tan RGH, Tissier R, Lahaye MJ, Maas M, Curvo-Semedo L, Dresen RC, Nougaret S, Beets GL, Lambregts DMJ. Sense and nonsense of yT-staging on MRI after chemoradiotherapy in rectal cancer. Colorectal Dis 2023; 25:1878-1887. [PMID: 37545140 DOI: 10.1111/codi.16698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 05/02/2023] [Accepted: 06/08/2023] [Indexed: 08/08/2023]
Abstract
AIM The aim of this work was to investigate the value of rectal cancer T-staging on MRI after chemoradiotherapy (ymrT-staging) in relation to the degree of fibrotic transformation of the tumour bed as assessed using the pathological tumour regression grade (pTRG) of Mandard as a standard of reference. METHOD Twenty two radiologists, including five rectal MRI experts and 17 'nonexperts' (general/abdominal radiologists), evaluated the ymrT stage on the restaging MRIs of 90 rectal cancer patients after chemoradiotherapy. The ymrT stage was compared with the final ypT stage at histopathology; the percentages of correct staging (ymrT = ypT), understaging (ymrT < ypT) and overstaging (ymrT > ypT) were calculated and compared between patients with predominant tumour at histopathology (pTRG4-5) and patients with predominant fibrosis (pTRG1-3). Interobserver agreement (IOA) was computed using Krippendorff's alpha. RESULTS Average ymrT/ypT stage concordance was 48% for the experts and 43% for the nonexperts; ymrT/ypT stage concordance was significantly higher in the pTRG4-5 subgroup (58% vs. 41% for the pTRG1-3 group; p = 0.01), with the best results for the MRI experts. Overstaging was the main source of error, especially in the pTRG1-3 subgroup (average overstaging rate 38%-44% vs. 13%-55% in the pTRG4-5 subgroup). IOA was higher for the expert versus nonexpert readers (α = 0.67 vs. α = 0.39). CONCLUSIONS ymrT-staging is moderately accurate; accuracy is higher in poorly responding patients with predominant tumour but low in good responders with predominant fibrosis, resulting in significant overstaging. Radiologists should shift their focus from ymrT-staging to detecting gross residual (and progressive) disease, and identifying potential candidates for organ preservation who would benefit from further clinical and endoscopic evaluation to guide final treatment planning.
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Affiliation(s)
- Najim El Khababi
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, The Netherlands
| | - Regina G H Beets-Tan
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, The Netherlands
| | - Renaud Tissier
- Biostatistics Unit, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Max J Lahaye
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, The Netherlands
| | - Monique Maas
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, The Netherlands
| | - Luís Curvo-Semedo
- Department of Radiology, Centro Hospitalar e Universitario de Coimbra EPE, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Raphaëla C Dresen
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Stephanie Nougaret
- Medical Imaging Department, Montpellier Cancer Institute, Montpellier Cancer Research Institute (U1194), University of Montpellier, Montpellier, France
| | - Geerard L Beets
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, The Netherlands
- Department of Surgery, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Doenja M J Lambregts
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, The Netherlands
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Jiang H, Guo W, Yu Z, Lin X, Zhang M, Jiang H, Zhang H, Sun Z, Li J, Yu Y, Zhao S, Hu H. A Comprehensive Prediction Model Based on MRI Radiomics and Clinical Factors to Predict Tumor Response After Neoadjuvant Chemoradiotherapy in Rectal Cancer. Acad Radiol 2023; 30 Suppl 1:S185-S198. [PMID: 37394412 DOI: 10.1016/j.acra.2023.04.032] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 04/18/2023] [Accepted: 04/23/2023] [Indexed: 07/04/2023]
Abstract
RATIONALE AND OBJECTIVES To establish a prediction model for the efficacy of neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC), using pretreatment magnetic resonance imaging (MRI) multisequence image features and clinical parameters. MATERIALS AND METHODS Patients with clinicopathologically confirmed LARC were included (training and validation datasets, n = 100 and 27, respectively). Clinical data of patients were collected retrospectively. We analyzed MRI multisequence imaging features. The tumor regression grading (TRG) system proposed by Mandard et al was adopted. Grade 1-2 of TRG was a good response group, and grade 3-5 of TRG was a poor response group. In this study, a clinical model, a single sequence imaging model, and a comprehensive model combined with clinical imaging were constructed, respectively. The area under the subject operating characteristic curve (AUC) was used to evaluate the predictive efficacy of clinical, imaging, and comprehensive models. The decision curve analysis method evaluated the clinical benefit of several models, and the nomogram of efficacy prediction was constructed. RESULTS The AUC value of the comprehensive prediction model is 0.99 in the training data set and 0.94 in the test data set, which is significantly higher than other models. Radiomic Nomo charts were developed using Rad scores obtained from the integrated image omics model, circumferential resection margin(CRM), DoTD, and carcinoembryonic antigen(CEA). Nomo charts showed good resolution. The calibrating and discriminating ability of the synthetic prediction model is better than that of the single clinical model and the single sequence clinical image omics fusion model. CONCLUSION Nomograph, based on pretreatment MRI characteristics and clinical risk factors, has the potential to be used as a noninvasive tool to predict outcomes in patients with LARC after nCRT.
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Affiliation(s)
- Hao Jiang
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.)
| | - Wei Guo
- Department of PET/CT-MRI, Harbin Medical University Cancer Hospital, Harbin, China (W.G.)
| | - Zhuo Yu
- Huiying Medical Technology (Beijing) Co, Beijing, China (Z.Y.)
| | - Xue Lin
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.)
| | - Mingyu Zhang
- Department of Nuclear Medicine, Beijing Friendship Hospital, Affiliated to Capital Medical University, Beijing, China (M.Z.)
| | - Huijie Jiang
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.).
| | - Hongxia Zhang
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, China (H.Z., Y.Y.)
| | - Zhongqi Sun
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.)
| | - Jinping Li
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.)
| | - Yanyan Yu
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin, China (H.Z., Y.Y.)
| | - Sheng Zhao
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.)
| | - Hongbo Hu
- Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China (H.J., X.L., H.J., Z.S., J.L., S.Z., H.H.)
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Fraum TJ, Ma J, Jhaveri K, Nepal P, Lall C, Costello J, Harisinghani M. The optimized rectal cancer MRI protocol: choosing the right sequences, sequence parameters, and preparatory strategies. Abdom Radiol (NY) 2023; 48:2771-2791. [PMID: 36899281 DOI: 10.1007/s00261-023-03850-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/06/2023] [Accepted: 02/07/2023] [Indexed: 03/12/2023]
Abstract
Pelvic MRI plays a critical role in rectal cancer staging and treatment response assessment. Despite a consensus regarding the essential protocol components of a rectal cancer MRI, substantial differences in image quality persist across institutions and vendor software/hardware platforms. In this review, we present image optimization strategies for rectal cancer MRI examinations, including but not limited to preparation strategies, high-resolution T2-weighted imaging, and diffusion-weighted imaging. Our specific recommendations are supported by case studies from multiple institutions. Finally, we describe an ongoing initiative by the Society of Abdominal Radiology's Disease-Focused Panel (DFP) on Rectal and Anal Cancer to create standardized rectal cancer MRI protocols across scanner platforms.
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Affiliation(s)
- Tyler J Fraum
- Department of Radiology, Washington University School of Medicine, 510 S. Kingshighway Blvd, Campus, Box 8131, St. Louis, MO, 63110, USA.
| | - Jingfei Ma
- Department of Imaging Physics, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kartik Jhaveri
- Department of Medical Imaging, University of Toronto, Toronto, Canada
| | - Pankaj Nepal
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Chandana Lall
- Department of Radiology, College of Medicine, University of Florida, Jacksonville, FL, USA
| | - James Costello
- Department of Radiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Mukesh Harisinghani
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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35
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Kimura C, Crowder SE, Kin C. Is It Really Gone? Assessing Response to Neoadjuvant Therapy in Rectal Cancer. J Gastrointest Cancer 2023; 54:703-711. [PMID: 36417142 DOI: 10.1007/s12029-022-00889-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2022] [Indexed: 11/25/2022]
Abstract
PURPOSE Non-operative management of rectal cancer is a feasible and appealing treatment option for patients who develop a complete response after neoadjuvant therapy. However, identifying patients who are complete responders is often a challenge. This review aims to present and discuss current evidence and recommendations regarding the assessment of treatment response in rectal cancer. METHODS A review of the current literature on rectal cancer restaging was performed. Studies included in this review explored the optimal interval between the end of neoadjuvant therapy and restaging, as well as modalities of assessment and their diagnostic performance. RESULTS The current standard for restaging rectal cancer is a multimodal assessment with the digital rectal examination, endoscopy, and T2-weighted MRI with diffusion-weighted imaging. Other diagnostic procedures under investigation are PET/MRI, radiomics, confocal laser endomicroscopy, artificial intelligence-assisted endoscopy, cell-free DNA, and prediction models incorporating one or more of the above-mentioned exams. CONCLUSION Non-operative management of rectal cancer requires a multidisciplinary approach. Understanding of the robustness and limitations of each exam is critical to inform patient selection for that treatment strategy.
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Affiliation(s)
- Cintia Kimura
- Department of Surgery, Division of General Surgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, H3680K94305, USA
| | - Sarah Elizabeth Crowder
- Department of Surgery, Division of General Surgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, H3680K94305, USA
- Brigham Young University, Provo, UT, USA
| | - Cindy Kin
- Department of Surgery, Division of General Surgery, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, H3680K94305, USA.
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36
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McMahon RK, O'Cathail SM, Nair H, Steele CW, Platt JJ, Digby M, McDonald AC, Horgan PG, Roxburgh CSD. The neoadjuvant rectal score and a novel magnetic resonance imaging based neoadjuvant rectal score are stage independent predictors of long-term outcome in locally advanced rectal cancer. Colorectal Dis 2023; 25:1783-1794. [PMID: 37485654 DOI: 10.1111/codi.16667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 04/24/2023] [Accepted: 06/25/2023] [Indexed: 07/25/2023]
Abstract
AIM Neoadjuvant rectal (NAR) score is an early surrogate for longer-term outcomes in rectal cancer undergoing radiotherapy and resection. In an era of increasing organ preservation, resection specimens are not always available to calculate the NAR score. Post-treatment magnetic resonance imaging (MRI) re-staging of regression is subjective, limiting reproducibility. We explored the potential for a novel MRI-based NAR score (mrNAR) adapted from the NAR formula. METHODS Locally advanced rectal cancer patients undergoing neoadjuvant therapy (nCRT) and surgery were retrospectively identified between 2008 and 2020 in a single cancer network. mrNAR was calculated by adapting the NAR formula, replacing pathological (p) stages with post-nCRT MR stages (ymr). Cox regression assessed relationships between clinicopathological characteristics, NAR and mrNAR with overall survival (OS) and recurrence-free survival (RFS). RESULTS In total, 381 NAR and 177 mrNAR scores were calculated. On univariate analysis NAR related to OS (hazard ratio [HR] 2.05, 95% confidence interval [CI] 1.33-3.14, p = 0.001) and RFS (HR 2.52, 95% CI 1.77-3.59, p = 0.001). NAR 3-year OS <8 was 95.3%, 8-16 was 88.6% and >16 was 80%. mrNAR related to OS (HR 2.96, 95% CI 1.38-6.34, p = 0.005) and RFS (HR 2.99, 95% CI 1.49-6.00, p = 0.002). 3-year OS for mrNAR <8 was 96.2%, 8-16 was 92.4% and >16 was 78%. On multivariate analysis, mrNAR was a stage-independent predictor of OS and RFS. mrNAR corresponded to NAR score category in only 15% (positive predictive value 0.23) and 47.5% (positive predictive value 0.48) of cases for categories <8 and >16, respectively. CONCLUSIONS Neoadjuvant rectal score is validated as a surrogate end-point for long-term outcomes. mrNAR categories do not correlate with NAR but have stage-independent prognostic value. mrNAR may represent a novel surrogate end-point for future neoadjuvant treatments that focus on organ preservation.
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Affiliation(s)
- Ross K McMahon
- Academic Unit of Surgery, School of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Sean M O'Cathail
- Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Harikrishnan Nair
- Academic Unit of Surgery, School of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Colin W Steele
- Academic Unit of Surgery, School of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Jonathan J Platt
- Radiology/Imaging Department, Glasgow Royal Infirmary, Glasgow, UK
| | - Michael Digby
- Radiology/Imaging Department, Glasgow Royal Infirmary, Glasgow, UK
| | - Alec C McDonald
- Department of Clinical Oncology, Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - Paul G Horgan
- Academic Unit of Surgery, School of Medicine, Dentistry and Nursing, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Campbell S D Roxburgh
- Academic Unit of Surgery, School of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
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Santini D, Danti G, Bicci E, Galluzzo A, Bettarini S, Busoni S, Innocenti T, Galli A, Miele V. Radiomic Features Are Predictive of Response in Rectal Cancer Undergoing Therapy. Diagnostics (Basel) 2023; 13:2573. [PMID: 37568936 PMCID: PMC10417449 DOI: 10.3390/diagnostics13152573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/14/2023] [Accepted: 07/19/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Rectal cancer is a major mortality cause in the United States (US), and its treatment is based on individual risk factors for recurrence in each patient. In patients with rectal cancer, accurate assessment of response to chemoradiotherapy has increased in importance as the variety of treatment options has grown. In this scenario, a controversial non-operative approach may be considered in some patients for whom complete tumor regression is believed to have occurred. The recommended treatment for locally advanced rectal cancer (LARC, T3-4 ± N+) is total mesorectal excision (TME) after neoadjuvant chemoradiotherapy (nCRT). Magnetic resonance imaging (MRI) has become a standard technique for local staging of rectal cancer (tumor, lymph node, and circumferential resection margin [CRM] staging), in both the US and Europe, and it is getting widely used for restaging purposes. AIM In our study, we aimed to use an MRI radiomic model to identify features linked to the different responses of chemoradiotherapy of rectal cancer before surgery, and whether these features are helpful to understand the effectiveness of the treatments. METHODS We retrospectively evaluated adult patients diagnosed with LARC who were subjected to at least 2 MRI examinations in 10-12 weeks at our hospital, before and after nCRT. The MRI acquisition protocol for the 2 exams included T2 sequence and apparent diffusion coefficient (ADC) map. The patients were divided into 2 groups according to the treatment response: complete or good responders (Group 1) and incomplete or poor responders (Group 2). MRI images were segmented, and quantitative features were extracted and compared between the two groups. Features that showed significant differences (SF) were then included in a LASSO regression method to build a radiomic-based predictive model. RESULTS We included 38 patients (26 males and 12 females), who are classified from T2 and T4 stages in the rectal cancer TNM. After the nCRT, the patients were divided into Group 1 (13 patients), complete or good responders, and Group 2 (25 patients), incomplete or poor responders. Analysis at baseline generated the following significant features for the Mann-Whitney test (out of a total of 107) for each sequence. Also, the analysis at the end of the follow-up yielded a high number of significant features for the Mann-Whitney test (out of a total of 107) for each image. Features selected by the LASSO regression method for each image analyzed; ROC curves relative to each model are represented. CONCLUSION We developed an MRI-based radiomic model that is able to differentiate and predict between responders and non-responders who went through nCRT for rectal cancer. This approach might identify early lesions with high surgical potential from lesions potentially resolving after medical treatment.
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Affiliation(s)
- Diletta Santini
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy; (D.S.)
| | - Ginevra Danti
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy; (D.S.)
| | - Eleonora Bicci
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy; (D.S.)
| | - Antonio Galluzzo
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy; (D.S.)
| | - Silvia Bettarini
- Department of Health Physics, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy
| | - Simone Busoni
- Department of Health Physics, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy
| | - Tommaso Innocenti
- Clinical Gastroenterology Unit, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy
| | - Andrea Galli
- Clinical Gastroenterology Unit, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy
| | - Vittorio Miele
- Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134 Florence, Italy; (D.S.)
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Deidda S, Spolverato G, Capelli G, Bao RQ, Bettoni L, Crimì F, Zorcolo L, Pucciarelli S, Restivo A. Limits of Clinical Restaging in Detecting Responders After Neoadjuvant Therapies for Rectal Cancer. Dis Colon Rectum 2023; 66:957-964. [PMID: 36538694 PMCID: PMC11584182 DOI: 10.1097/dcr.0000000000002450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Accurate clinical restaging is required to select patients who respond to neoadjuvant chemoradiotherapy for locally advanced rectal cancer and who may benefit from an organ preservation strategy. OBJECTIVE The purpose of this study was to review our experience with the clinical restaging of rectal cancer after neoadjuvant therapy to assess its accuracy in detecting major and pathological complete response to treatment. DESIGN This was a retrospective cohort study. SETTING This study was conducted at 2 high-volume Italian centers for Colorectal Surgery. PATIENTS Data were included from all consecutive patients who underwent neoadjuvant therapy and surgery for locally advanced rectal cancer from January 2012 to July 2020. Criteria to define clinical response were no palpable mass, a superficial ulcer <2 cm (major response), or no mucosal abnormality (complete response) at endoscopy and no metastatic nodes at MRI. MAIN OUTCOME MEASURES The main outcome measures were sensitivity, specificity, positive predictive values, and negative predictive values of clinical restaging in detecting pathological complete response (ypT0) or major pathological response (ypT0-1) after neoadjuvant therapy. RESULTS A total of 333 patients were included; 81 (24.3%) had a complete response whereas 115 (34.5%) had a pathological major response. Accuracy for clinical complete response was 80.8% and for major clinical response was 72.9%. Sensitivity was low for both clinical complete response (37.5%) in detecting ypT0 and clinical major response (59.3%) in detecting ypT0-1. Positive predictive value was 68.2% for ypT0 and 60.4% for ypT0-1. LIMITATIONS The main limitation of the study its retrospective nature. CONCLUSION Accuracy of actual clinical criteria to define pathological complete response or pathological major response is poor. Failure to achieve good sensitivity and precision is a major limiting factor in the clinical setting. Current clinical assessments need to be revised to account for indications for rectal preservation after neoadjuvant chemoradiotherapy. See Video Abstract at http://links.lww.com/DCR/C63 . LMITES DE LA REESTADIFICACIN CLNICA EN LA DETECCIN DE RESPONDEDORES DESPUS DE TERAPIAS NEOADYUVANTES PARA EL CNCER DE RECTO ANTECEDENTES:Se requiere una nueva reestadificación clínica precisa para seleccionar pacientes que respondan a la quimiorradioterapia neoadyuvante para el cáncer de recto localmente avanzado y que puedan beneficiarse de una estrategia de preservación de órganos.OBJETIVO:El propósito de este estudio fue revisar nuestra experiencia con la reestadificación clínica del cáncer de recto después de la terapia neoadyuvante para evaluar su precisión en la detección de una respuesta patológica importante y completa al tratamiento.DISEÑO:Estudio de cohorte retrospectivo.AJUSTE:Este estudio se realizó en dos centros italianos de alto volumen para cirugía colorrectal.PACIENTES:Incluimos datos de todos los pacientes consecutivos que se sometieron a terapia neoadyuvante y cirugía por cáncer de recto localmente avanzado desde enero de 2012 hasta julio de 2020. Los criterios para definir la respuesta clínica fueron ausencia de masa palpable, úlcera superficial <2 cm (respuesta mayor) o ausencia de anomalías en la mucosa. (respuesta completa) en la endoscopia, y sin ganglios metastásicos en la resonancia magnética.PRINCIPALES MEDIDAS DE RESULTADO:Exploramos la sensibilidad, la especificidad, los valores predictivos positivos y negativos de la reestadificación clínica para detectar una respuesta patológica completa (ypT0) o mayor (ypT0-1) después de la terapia neoadyuvante.RESULTADOS:Se incluyeron 333 pacientes; 81 (24,3%) tuvieron una respuesta completa mientras que 115 (34,5%) tuvieron una respuesta patológica mayor. La precisión de la respuesta clínica completa y la respuesta clínica importante fue del 80,8 % y el 72,9 %, respectivamente. La sensibilidad fue baja tanto para la respuesta clínica completa (37,5 %) en la detección de ypT0 como para la respuesta clínica mayor (59,3 %) en la detección de ypT0-1. El valor predictivo positivo fue del 68,2 % para ypT0 y del 60,4 % para ypT0-1.LIMITACIONES:Nuestro estudio tiene como principal limitación su carácter retrospectivo.CONCLUSIÓNES:La precisión de los criterios clínicos reales para definir una respuesta patológica completa o mayor es pobre. El hecho de no lograr una buena sensibilidad y precisión es un factor limitante importante en el entorno clínico. La indicación para la preservación rectal después de la quimiorradioterapia neoadyuvante necesita una mejora de la evaluación clínica actual. Consulte Video Resumen en http://links.lww.com/DCR/C63 . (Traducción-Dr. Mauricio Santamaria ).
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Affiliation(s)
- Simona Deidda
- Department of Surgical Science, University of Cagliari, Cagliari, Italy
| | - Gaya Spolverato
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padua, Italy
| | - Giulia Capelli
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padua, Italy
| | - Riccardo Quoc Bao
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padua, Italy
| | - Lorenzo Bettoni
- Department of Medicine (DIMED), Institute of Radiology, University of Padova, Padua, Italy
| | - Filippo Crimì
- Department of Medicine (DIMED), Institute of Radiology, University of Padova, Padua, Italy
| | - Luigi Zorcolo
- Department of Surgical Science, University of Cagliari, Cagliari, Italy
| | - Salvatore Pucciarelli
- Department of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padua, Italy
| | - Angelo Restivo
- Department of Surgical Science, University of Cagliari, Cagliari, Italy
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Tey J, Tan JK, Tan KK, Soon YY, Loi HY, Mohamed JSA, Bakulbhai PA, Ang B, Liang TY. Restaging of rectal cancer with hybrid positron emission tomography magnetic resonance imaging after preoperative chemoradiotherapy. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2023; 52:289-295. [PMID: 38904510 DOI: 10.47102/annals-acadmedsg.2022378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Introduction This study determines the sensitivity and specificity of positron emission tomography/magnetic resonance imaging (PET/MRI) parameters in predicting treatment response in patients with localised rectal cancer who have undergone preoperative chemoradiotherapy (CRT). Method Patients with stage I-III adenocarcinoma of the rectum planned for preoperative CRT followed by surgery were recruited. Patients had PET/MRI scans at baseline and 6-8 weeks post-CRT. Functional MRI and PET parameters were assessed for their diagnostic accuracy for tumour regression grade (TRG). Nonparametric receiver operating characteristic analysis was employed to determine the area under the ROC curve (AUC), and the sensitivity and specificity of each quantile cut-off. Results A total of 31 patients were recruited, of whom 20 completed study protocol. All patients included had mid or lower rectal tumours. There were 16 patients (80%) with node-positive disease at presentation. The median time to surgery was 75.5 days (range 52-106 days). Histopathological assessment revealed 20% good responders (TRG 1/2), and the remaining 80% of patients had a poor response (TRG 3/4). When predicting good responders, the AUC values for percent maximum thickness reduction and percent apparent diffusion coefficient (ADC) change were 0.82 and 0.73, respectively. A maximum thickness reduction cut-off of >47% and a percent ADC change of >20% yielded a sensitivity and specificity of 75%/95% and 75%/73%, respectively. Conclusion Parameters such as percent maximum thickness reduction and percent ADC change may be useful for predicting good responders in patients undergoing preoperative CRT for rectal cancer. Larger studies are warranted to establish the utility of PET/MRI in rectal cancer staging.
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Affiliation(s)
- Jeremy Tey
- Department of Radiation Oncology, National University Cancer Institute, Singapore
| | - Jarrod Kh Tan
- Division of Colorectal Surgery, Department of Surgery, National University of Singapore
| | - Ker-Kan Tan
- Division of Colorectal Surgery, Department of Surgery, National University of Singapore
| | - Yu Yang Soon
- Department of Radiation Oncology, National University Cancer Institute, Singapore
| | - Hoi Yin Loi
- Department of Nuclear Medicine, National University Hospital, Singapore
| | | | | | - Bertrand Ang
- Department of Radiology, National University Hospital, Singapore
| | - Thian Yee Liang
- Department of Radiology, National University Hospital, Singapore
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Shi L, Zhang Y, Hu J, Zhou W, Hu X, Cui T, Yue NJ, Sun X, Nie K. Radiomics for the Prediction of Pathological Complete Response to Neoadjuvant Chemoradiation in Locally Advanced Rectal Cancer: A Prospective Observational Trial. Bioengineering (Basel) 2023; 10:634. [PMID: 37370565 DOI: 10.3390/bioengineering10060634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 04/26/2023] [Accepted: 05/09/2023] [Indexed: 06/29/2023] Open
Abstract
(1) Background: An increasing amount of research has supported the role of radiomics for predicting pathological complete response (pCR) to neoadjuvant chemoradiation treatment (nCRT) in order to provide better management of locally advanced rectal cancer (LARC) patients. However, the lack of validation from prospective trials has hindered the clinical adoption of such studies. The purpose of this study is to validate a radiomics model for pCR assessment in a prospective trial to provide informative insight into radiomics validation. (2) Methods: This study involved a retrospective cohort of 147 consecutive patients for the development/validation of a radiomics model, and a prospective cohort of 77 patients from two institutions to test its generalization. The model was constructed using T2-weighted, diffusion-weighted, and dynamic contrast-enhanced MRI to understand the associations with pCR. The consistency of physicians' evaluations and agreement on pathological complete response prediction were also evaluated, with and without the aid of the radiomics model. (3) Results: The radiomics model outperformed both physicians' visual assessments in the prospective test cohort, with an area under the curve (AUC) of 0.84 (95% confidence interval of 0.70-0.94). With the aid of the radiomics model, a junior physician could achieve comparable performance as a senior oncologist. (4) Conclusion: We have built and validated a radiomics model with pretreatment MRI for pCR prediction of LARC patients undergoing nCRT.
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Affiliation(s)
- Liming Shi
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310019, China
| | - Yang Zhang
- Department of Radiation Oncology, Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School, 195 Little Albany St., New Brunswick, NJ 08903, USA
| | - Jiamiao Hu
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310019, China
| | - Weiwen Zhou
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310019, China
| | - Xi Hu
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310019, China
| | - Taoran Cui
- Department of Radiation Oncology, Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School, 195 Little Albany St., New Brunswick, NJ 08903, USA
| | - Ning J Yue
- Department of Radiation Oncology, Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School, 195 Little Albany St., New Brunswick, NJ 08903, USA
| | - Xiaonan Sun
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310019, China
| | - Ke Nie
- Department of Radiation Oncology, Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School, 195 Little Albany St., New Brunswick, NJ 08903, USA
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Cuicchi D, Castagna G, Cardelli S, Larotonda C, Petrello B, Poggioli G. Restaging rectal cancer following neoadjuvant chemoradiotherapy. World J Gastrointest Oncol 2023; 15:700-712. [PMID: 37275455 PMCID: PMC10237020 DOI: 10.4251/wjgo.v15.i5.700] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 03/01/2023] [Accepted: 03/29/2023] [Indexed: 05/12/2023] Open
Abstract
Correct tumour restaging is pivotal for identifying the most personalised surgical treatment for patients with locally advanced rectal cancer undergoing neoadjuvant therapy, and works to avoid both poor oncological outcome and overtreatment. Digital rectal examination, endoscopy, and pelvic magnetic resonance imaging are the recommended modalities for local tumour restaging, while chest and abdominal computed tomography are utilised for the assessment of distant disease. The optimal length of time between neoadjuvant treatment and restaging, in terms of both oncological safety and clinical effectiveness of treatment, remains unclear, especially for patients receiving prolonged total neoadjuvant therapy. The timely identification of patients who are radioresistant and at risk of disease progression remains challenging.
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Affiliation(s)
- Dajana Cuicchi
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
| | - Giovanni Castagna
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
| | - Stefano Cardelli
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
| | - Cristina Larotonda
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
| | - Benedetta Petrello
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
| | - Gilberto Poggioli
- Department of Medical and Surgical Sciences, Surgery of the Alimentary Tract, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
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Schäfer AO. [Rectal cancer update: postneoadjuvant staging]. RADIOLOGIE (HEIDELBERG, GERMANY) 2023:10.1007/s00117-023-01152-5. [PMID: 37160477 DOI: 10.1007/s00117-023-01152-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/18/2023] [Indexed: 05/11/2023]
Abstract
Over the last two decades, magnetic resonance imaging (MRI) has continuously been gaining influence in modern management of rectal cancer. Bringing morphological and functional features together improves the differentiation of responders from nonresponders, provides for accurate surgical planning, intensified radiation therapy regimes, and watch-and-wait strategies. A shift from TNM staging towards risk stratification of rectal cancer patients, patient selection to increasingly individualized therapies, and intensified surveillance has contributed to the transformation of rectal MRI into a true gamechanger.
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Affiliation(s)
- Arnd-Oliver Schäfer
- Klinik für Radiologie, Städtisches Klinikum St. Georg Leipzig, Delitzscher Str. 141, 04129, Leipzig, Deutschland.
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Seo N, Lim JS. [Interpretation of Rectal MRI after Neoadjuvant Treatment in Patients with Rectal Cancer]. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2023; 84:550-564. [PMID: 37325000 PMCID: PMC10265231 DOI: 10.3348/jksr.2023.0007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/28/2023] [Accepted: 03/14/2023] [Indexed: 06/17/2023]
Abstract
MRI is currently the imaging modality of choice to evaluate rectal cancer after neoadjuvant treatment. The purposes of restaging MRI are to assess the resectability of rectal cancer and to decide whether organ preservation strategies can be applied in patients with a complete clinical response. This review article indicates the key MRI features needed to evaluate rectal cancer after neoadjuvant treatment using a systematic approach. Assessment of primary tumor response including MRI findings to predict a complete response is discussed. Additionally, MRI evaluation of the relationship between the primary tumor and adjacent structures, lymph node response, extramural venous invasion, and tumor deposits after neoadjuvant treatment is presented. Knowledge of these imaging features and their clinical relevance may help radiologists provide an accurate and clinically valuable interpretation of restaging rectal MRI.
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Jayaprakasam VS, Alvarez J, Omer DM, Gollub MJ, Smith JJ, Petkovska I. Watch-and-Wait Approach to Rectal Cancer: The Role of Imaging. Radiology 2023; 307:e221529. [PMID: 36880951 PMCID: PMC10068893 DOI: 10.1148/radiol.221529] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/09/2022] [Accepted: 11/14/2022] [Indexed: 03/08/2023]
Abstract
The diagnosis and treatment of rectal cancer have evolved dramatically over the past several decades. At the same time, its incidence has increased in younger populations. This review will inform the reader of advances in both diagnosis and treatment. These advances have led to the watch-and-wait approach, otherwise known as nonsurgical management. This review briefly outlines changes in medical and surgical treatment, advances in MRI technology and interpretation, and landmark studies or trials that have led to this exciting juncture. Herein, the authors delve into current state-of-the-art methods to assess response to treatment with MRI and endoscopy. Currently, these methods for avoiding surgery can be used to detect a complete clinical response in as many as 50% of patients with rectal cancer. Finally, the limitations of imaging and endoscopy and future challenges will be discussed.
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Affiliation(s)
- Vetri Sudar Jayaprakasam
- From the Departments of Radiology (V.S.J., M.J.G., I.P.) and Surgery
(J.A., D.M.O., J.J.S.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave,
Box 29, New York, NY 10065
| | - Janet Alvarez
- From the Departments of Radiology (V.S.J., M.J.G., I.P.) and Surgery
(J.A., D.M.O., J.J.S.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave,
Box 29, New York, NY 10065
| | - Dana M. Omer
- From the Departments of Radiology (V.S.J., M.J.G., I.P.) and Surgery
(J.A., D.M.O., J.J.S.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave,
Box 29, New York, NY 10065
| | - Marc J. Gollub
- From the Departments of Radiology (V.S.J., M.J.G., I.P.) and Surgery
(J.A., D.M.O., J.J.S.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave,
Box 29, New York, NY 10065
| | - J. Joshua Smith
- From the Departments of Radiology (V.S.J., M.J.G., I.P.) and Surgery
(J.A., D.M.O., J.J.S.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave,
Box 29, New York, NY 10065
| | - Iva Petkovska
- From the Departments of Radiology (V.S.J., M.J.G., I.P.) and Surgery
(J.A., D.M.O., J.J.S.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave,
Box 29, New York, NY 10065
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El Homsi M, Bates DDB, Mazaheri Y, Sosa R, Gangai N, Petkovska I. Multiplexed sensitivity-encoding diffusion-weighted imaging (MUSE) in diffusion-weighted imaging for rectal MRI: a quantitative and qualitative analysis at multiple b-values. Abdom Radiol (NY) 2023; 48:448-457. [PMID: 36307596 PMCID: PMC9905276 DOI: 10.1007/s00261-022-03710-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/07/2022] [Accepted: 10/10/2022] [Indexed: 01/19/2023]
Abstract
PURPOSE To compare four diffusion-weighted imaging (DWI) sequences for image quality, rectal contour, and lesion conspicuity, and to assess the difference in their signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR), and apparent diffusion coefficient (ADC). METHODS In this retrospective study of 36 consecutive patients who underwent 3.0 T rectal MRI from January-June 2020, DWI was performed with single-shot echo planar imaging (ss-EPI) (b800 s/mm2), multiplexed sensitivity encoding (MUSE) (b800 s/mm2), MUSE (b1500 s/mm2), and field-of-view optimized and constrained undistorted single-shot (FOCUS) (b1500 s/mm2). Two radiologists independently scored image quality using a 5-point Likert scale. Inter-reader agreement was assessed using the weighted Cohen's к. SNR, CNR, and ADC measurements were compared using the paired t-test. RESULTS For both readers, MUSE b800 scored significantly higher for image quality, rectal contour, and lesion conspicuity compared to ss-EPI; MUSE b800 also scored significantly higher for image quality and rectal contour compared to all other sequences. Lesion conspicuity was equally superior for MUSE b800 and MUSE b1500 compared to the other two sequences. There was good to excellent inter-reader agreement for all qualitative features (к = 0.72-0.88). MUSE b800 had the highest SNR; MUSE b1500 had the highest CNR. A significant difference in ADC was observed between ss-EPI compared to the other sequences (p < 0.001) and between MUSE b800 and FOCUS. No significant difference in ADC was found between MUSE b1500 and FOCUS b1500. CONCLUSION MUSE b800 improved image quality over ss-EPI and both MUSE b800 and b1500 showed better tumor conspicuity compared to conventional ss-EPI.
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Affiliation(s)
- Maria El Homsi
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - David D B Bates
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Yousef Mazaheri
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ramon Sosa
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Natalie Gangai
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Iva Petkovska
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
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Horvat N, El Homsi M, Miranda J, Mazaheri Y, Gollub MJ, Paroder V. Rectal MRI Interpretation After Neoadjuvant Therapy. J Magn Reson Imaging 2023; 57:353-369. [PMID: 36073323 PMCID: PMC9851947 DOI: 10.1002/jmri.28426] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/23/2022] [Accepted: 08/25/2022] [Indexed: 02/01/2023] Open
Abstract
In recent years, several key advances in the management of locally advanced rectal cancer have been made, including the implementation of total mesorectal excision as the standard surgical approach; use of neoadjuvant chemoradiotherapy in selected patients with a high risk of local recurrence, and finally, adoption of organ preservation strategies, through either local excision or nonoperative management in selected patients with clinical complete response following neoadjuvant chemoradiotherapy. This review aims to shed light on the role of rectal MRI in the assessment of treatment response after neoadjuvant therapy, which is especially important given the growing feasibility of nonoperative management. First, an overview of current neoadjuvant therapies and response assessment based on digital rectal examination, endoscopy, and MRI will be provided. Second, the use of a high-quality restaging rectal MRI protocol will be presented. Third, a step-by-step approach to assessing treatment response on restaging rectal MRI following neoadjuvant treatment will be outlined, acknowledging challenges faced by radiologists during MRI interpretation. Finally, research related to response assessment will be discussed. LEVEL OF EVIDENCE: 4 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Natally Horvat
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria El Homsi
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joao Miranda
- Department of Radiology, University of Sao Paulo, Sao Paulo, Brazil
| | - Yousef Mazaheri
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc J. Gollub
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Viktoriya Paroder
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Stijns RCH, Leijtens J, de Graaf E, Bach SP, Beets G, Bremers AJA, Beets-Tan RGH, de Wilt JHW. Endoscopy and MRI for restaging early rectal cancer after neoadjuvant treatment. Colorectal Dis 2023; 25:211-221. [PMID: 36104011 DOI: 10.1111/codi.16341] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 05/30/2022] [Accepted: 07/01/2022] [Indexed: 02/08/2023]
Abstract
AIM Chemoradiotherapy (CRT) has great potential to downstage rectal cancer. Response assessment has been investigated in locally advanced rectal cancer but not in early stage rectal cancer. The aim is to characterize the diagnostic accuracy of endoscopy performed by surgical endoscopists compared to (diffusion-weighted, DWI) MRI only and a multimodal approach combining (DWI-)MRI and endoscopic information both analysed by an abdominal radiologist for response assessment in early rectal cancer after neoadjuvant CRT. MATERIALS AND METHODS Patients treated with neoadjuvant CRT for early distal rectal cancer (cT1-3 N0) followed by transanal endoscopic microsurgery were included. Three separate reassessment groups were analysed for response assessment using endoscopic evaluation alone versus (DWI-)MRI alone versus the combination of endoscopy with (DWI-)MRI with a focus on sensitivity and specificity and analysis using receiver operating characteristic curves. RESULTS Three cohorts (N = 36, N = 25 and N = 25, respectively) were analysed for response assessment. Of the endoscopy cohort, 16 of the 36 patients had a complete response. Area under the curve was 0.69 (0.66-0.74; pooled sensitivity 55.3%, pooled specificity 80.0%). Agreement for scoring separate endoscopic features was poor to moderate. Of the (DWI-)MRI cohort, 11 of the 25 patients had a complete response. Area under the curve for (DWI-)MRI alone was 0.55 (sensitivity 72.7%, specificity 42.9%). The areas under the receiver operating characteristic curve improved to 0.68 (sensitivity 90.9%, specificity 75.0%) when (DWI-)MRI was combined with endoscopic information, with 11 out of 25 patients with a complete response. The most accurate response assessment was made by combining endoscopy and (DWI-)MRI with a high negative predictive value (90.9%). CONCLUSION Good and complete responders after chemoradiation of early stage rectal cancer can be best assessed using a multimodality approach combining endoscopy and (DWI-)MRI.
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Affiliation(s)
- Rutger C H Stijns
- Department of Surgery, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Jeroen Leijtens
- Department of Surgery, Laurentius Hospital, Roermond, The Netherlands
| | - Eelco de Graaf
- Department of Surgery, IJsselland Hospital, Capelle aan de Ijssel, The Netherlands
| | - Simon P Bach
- Department of Surgery, University Hospitals Birmingham, Birmingham, UK
| | - Geerard Beets
- Department of Surgery, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Andre J A Bremers
- Department of Surgery, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Regina G H Beets-Tan
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Johannes H W de Wilt
- Department of Surgery, Radboud University Medical Centre, Nijmegen, The Netherlands
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Bogveradze N, Snaebjornsson P, Grotenhuis BA, van Triest B, Lahaye MJ, Maas M, Beets GL, Beets-Tan RGH, Lambregts DMJ. MRI anatomy of the rectum: key concepts important for rectal cancer staging and treatment planning. Insights Imaging 2023; 14:13. [PMID: 36652149 PMCID: PMC9849549 DOI: 10.1186/s13244-022-01348-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 12/04/2022] [Indexed: 01/19/2023] Open
Abstract
A good understanding of the MRI anatomy of the rectum and its surroundings is pivotal to ensure high-quality diagnostic evaluation and reporting of rectal cancer. With this pictorial review, we aim to provide an image-based overview of key anatomical concepts essential for treatment planning, response evaluation and post-operative assessment. These concepts include the cross-sectional anatomy of the rectal wall in relation to T-staging; differences in staging and treatment between anal and rectal cancer; landmarks used to define the upper and lower boundaries of the rectum; the anatomy of the pelvic floor and anal canal, the mesorectal fascia, peritoneum and peritoneal reflection; and guides to help discern different pelvic lymph node stations on MRI to properly stage regional and non-regional rectal lymph node metastases. Finally, this review will highlight key aspects of post-treatment anatomy, including the assessment of radiation-induced changes and the evaluation of the post-operative pelvis after different surgical resection and reconstruction techniques.
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Affiliation(s)
- Nino Bogveradze
- grid.430814.a0000 0001 0674 1393Department of Radiology, The Netherlands Cancer Institute, P.O. Box 90203, 1006 BE Amsterdam, The Netherlands ,grid.5012.60000 0001 0481 6099GROW School for Oncology and Developmental Biology, University of Maastricht, Maastricht, The Netherlands ,Department of Radiology, American Hospital Tbilisi, Tbilisi, Georgia
| | - Petur Snaebjornsson
- grid.430814.a0000 0001 0674 1393Department of Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Brechtje A. Grotenhuis
- grid.430814.a0000 0001 0674 1393Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Baukelien van Triest
- grid.430814.a0000 0001 0674 1393Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Max J. Lahaye
- grid.430814.a0000 0001 0674 1393Department of Radiology, The Netherlands Cancer Institute, P.O. Box 90203, 1006 BE Amsterdam, The Netherlands
| | - Monique Maas
- grid.430814.a0000 0001 0674 1393Department of Radiology, The Netherlands Cancer Institute, P.O. Box 90203, 1006 BE Amsterdam, The Netherlands
| | - Geerard L. Beets
- grid.5012.60000 0001 0481 6099GROW School for Oncology and Developmental Biology, University of Maastricht, Maastricht, The Netherlands ,grid.430814.a0000 0001 0674 1393Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Regina G. H. Beets-Tan
- grid.430814.a0000 0001 0674 1393Department of Radiology, The Netherlands Cancer Institute, P.O. Box 90203, 1006 BE Amsterdam, The Netherlands ,grid.5012.60000 0001 0481 6099GROW School for Oncology and Developmental Biology, University of Maastricht, Maastricht, The Netherlands ,grid.10825.3e0000 0001 0728 0170Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Doenja M. J. Lambregts
- grid.430814.a0000 0001 0674 1393Department of Radiology, The Netherlands Cancer Institute, P.O. Box 90203, 1006 BE Amsterdam, The Netherlands
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49
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Dong XY, Li QM, Xue WL, Sun JW, Zhou H, Han Y, Zhou XL, Hou XJ. Diagnostic performance of endorectal ultrasound combined with shear wave elastography for rectal tumors staging. Clin Hemorheol Microcirc 2023; 84:399-411. [PMID: 37334584 DOI: 10.3233/ch-231716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
OBJECTIVE This study aims to analyze the performance of endorectal ultrasound (ERUS) combined with shear wave elastography (SWE) for rectal tumor staging. METHODS Forty patients with rectal tumors who had surgery were enrolled. They underwent ERUS and SWE examinations before surgery. Pathological results were used as the gold standard for tumor staging. The stiffness values of the rectal tumor, peritumoral fat, distal normal intestinal wall, and distal perirectal fat were analyzed. The diagnostic accuracy of ERUS stage, tumor SWE stage, ERUS combined with tumor SWE stage, and ERUS combined with peritumoral fat SWE stage were compared and evaluated by receiver operating characteristic (ROC) curve to select the best staging index. RESULTS From T1 to T3 stage, the maximum elasticity (Emax) of the rectal tumor increased gradually (p < 0.05). The cut-off values of adenoma/T1 and T2, T2 and T3 tumors were 36.75 and 85.15kPa, respectively. The diagnostic coincidence rate of tumor SWE stage was higher than that of ERUS stage. Overall diagnostic accuracy of ERUS combined with peritumoral fat SWE Emax restaging was significantly higher than that of ERUS. CONCLUSIONS ERUS combined with peritumoral fat SWE Emax for tumor restaging can effectively distinguish between stage T2 and T3 rectal tumors, which provides an effective imaging basis for clinical decisions.
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Affiliation(s)
- Xue-Ying Dong
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Qiang-Mei Li
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Wei-Li Xue
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jia-Wei Sun
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Hang Zhou
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Ye Han
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xian-Li Zhou
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xiu-Juan Hou
- In-Patient Ultrasound Department, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
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50
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Roth CG. Accelerating Diffusion-Weighted MRI Without Compromising Image Quality: Rectal MRI Use Case. Acad Radiol 2022; 29:1808-1809. [PMID: 36371129 DOI: 10.1016/j.acra.2022.09.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 09/21/2022] [Indexed: 11/11/2022]
Affiliation(s)
- Christopher Geordie Roth
- Thomas Jefferson University Sidney Kimmel Medical College, 1081A Main Building, 132 South 10th St, Philadelphia, PA 19107.
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