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Cao J, Dong Y, Xu X, Zhang Q, Wang W, Möller K, Dietrich CF. LI-RADS CEUS Nonradiation TRA Version 2024: Application on HCC Patients Treated With Ablation Treatment. ULTRASOUND IN MEDICINE & BIOLOGY 2025:S0301-5629(25)00135-8. [PMID: 40399228 DOI: 10.1016/j.ultrasmedbio.2025.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 04/24/2025] [Accepted: 04/28/2025] [Indexed: 05/23/2025]
Abstract
OBJECTIVE To evaluate the performance of Liver Imaging Reporting and Data System (LI-RADS) contrast-enhanced ultrasound (CEUS) Nonradiation treatment response assessment (TRA) categorization v2024 for detecting viable tumors of ablated hepatocellular carcinoma (HCC). METHODS Between June 2020 and December 2022, standardized CEUS data of HCC patients were prospectively collected. A retrospective analysis of LI-RADS CEUS Nonradiation TRA v2024 evaluation on HCCs was conducted by 2 independent radiologists assigning per-lesion TRA (TR-nonviable, TR-equivocal, or TR-viable) categorizations. Inter-reader agreement between the 2 readers and inter-modality agreement between LI-RADS CEUS and CT/MRI LI-RADS TRA were assessed. The diagnostic performance of imaging criteria was explored. The potential influencing factors of LI-RADS TRA categorization across modalities were further analyzed. RESULTS A total of 101 CEUS-LI-RADS TRA category evaluations of 88 lesions in 83 patients were included. Inter-reader agreement for the 2 readers were substantial to almost perfect (intralesional tumor viability: κ = 0.92, 95% CI: 0.76-1.0; perilesional tumor viability: κ = 0.72, 95% CI: 0.57-0.87; CEUS LR-TR: κ = 0.71, 95% CI: 0.55-0.88). Inter-modality agreements between CEUS and CT/MRI LI-RADS TRA categorizations were excellent (ICC = 0.90). CEUS LR-TRA categorization demonstrated good diagnostic performance, particularly in specificity (88.1%-100 %) and negative predictive value (NPV: 93.9%-97.9 %). Time period and abstract shape were identified as significant factors influencing reader evaluations (p < 0.05). CONCLUSION LI-RADS CEUS Nonradiation TRA v2024 demonstrates fine inter-reader and inter-modality agreement, with outstanding diagnostic performance, supporting its potential for clinical application in assessing treatment response for ablated HCC.
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Affiliation(s)
- Jiaying Cao
- Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yi Dong
- Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Xinliang Xu
- Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Qi Zhang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenping Wang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Kathleen Möller
- Department Allgemeine Innere Medizin, Kliniken Hirslanden, Beau Site, Salem and Permanence, Bern, Switzerland
| | - Christoph F Dietrich
- Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China; Department Allgemeine Innere Medizin, Kliniken Hirslanden, Beau Site, Salem and Permanence, Bern, Switzerland.
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Sun Y, Yang H, Li S, Zheng R, Liu B, Lin J, Huang F, Nong W, Luo L, Xie X, Huang G. An Accurate Model for Microvascular Invasion Prediction in Solitary Hepatocellular Carcinoma ≤5 cm Based on CEUS and EOB-MRI: A Retrospective Study with External Validation. Acad Radiol 2025:S1076-6332(25)00361-7. [PMID: 40335335 DOI: 10.1016/j.acra.2025.04.021] [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: 01/06/2025] [Revised: 04/07/2025] [Accepted: 04/09/2025] [Indexed: 05/09/2025]
Abstract
RATIONALE AND OBJECTIVES To develop a model combining contrast-enhanced ultrasound (CEUS) and ethoxybenzyl-enhanced magnetic resonance imaging (EOB-MRI) for predicting microvascular invasion (MVI) in solitary hepatocellular carcinoma (HCC) ≤5 cm. MATERIALS AND METHODS Patients between December 2019 and May 2024 in one center were retrospectively enrolled and randomly divided into the training cohort and internal validation cohort in a ratio of 7:3. Patients in a separate center were enrolled between January 2022 and December 2023 to be included as the external validation cohort. CEUS and EOB-MRI image features were extracted and used to develop models in the training cohort, and verified in the two validation cohorts. The predictive accuracy and clinical utility of models were evaluated using area under receiver operating characteristic curve (AUROC), Brier score, calibration plot and decision curve analysis (DCA). Net reclassification index (NRI) and integrated discrimination improvement (IDI) were used to compare different models. RESULTS From the two centers a total of 493 patients, of which 134 were MVI positive, were evaluated. The CEUS+EOB model included seven image features and showed better discrimination ability than the individual CEUS/EOB-MRI model, with AUROCs of 0.92, 0.94, and 0.90 in the training cohort and two validation cohorts, respectively (p<0.05). The lowest Brier score of the combined model indicated the highest predictive precision. DCA also showed that the combined model added more net benefits. Both the NRI and IDI values >0 indicated that the combined model had significantly positive improvement (p<0.05). CONCLUSION The CEUS+EOB model was developed to assist clinicians in evaluating MVI in solitary HCC ≤5 cm.
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Affiliation(s)
- Yueting Sun
- Department of Medical Ultrasonics, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhong Shan Road, Guangzhou 510080, PR China (Y.S., R.Z., B.L., J.L., X.X., G.H.)
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, No. 6, Shuangyong Road, 530021 Nanning, PR China (H.Y.)
| | - Shurong Li
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhong Shan Road, Guangzhou 510080, PR China (S.L.)
| | - Ruiying Zheng
- Department of Medical Ultrasonics, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhong Shan Road, Guangzhou 510080, PR China (Y.S., R.Z., B.L., J.L., X.X., G.H.)
| | - Baoxian Liu
- Department of Medical Ultrasonics, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhong Shan Road, Guangzhou 510080, PR China (Y.S., R.Z., B.L., J.L., X.X., G.H.)
| | - Jinhua Lin
- Department of Medical Ultrasonics, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhong Shan Road, Guangzhou 510080, PR China (Y.S., R.Z., B.L., J.L., X.X., G.H.)
| | - Fen Huang
- Department of Medical Ultrasonics, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Guangxi Zhuang Autonomous Region, No. 3, Foziling Road, 530021 Nanning, PR China (F.H., W.N., L.L., G.H.)
| | - Wanxian Nong
- Department of Medical Ultrasonics, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Guangxi Zhuang Autonomous Region, No. 3, Foziling Road, 530021 Nanning, PR China (F.H., W.N., L.L., G.H.)
| | - Lan Luo
- Department of Medical Ultrasonics, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Guangxi Zhuang Autonomous Region, No. 3, Foziling Road, 530021 Nanning, PR China (F.H., W.N., L.L., G.H.)
| | - Xiaoyan Xie
- Department of Medical Ultrasonics, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhong Shan Road, Guangzhou 510080, PR China (Y.S., R.Z., B.L., J.L., X.X., G.H.)
| | - Guangliang Huang
- Department of Medical Ultrasonics, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhong Shan Road, Guangzhou 510080, PR China (Y.S., R.Z., B.L., J.L., X.X., G.H.); Department of Medical Ultrasonics, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Guangxi Zhuang Autonomous Region, No. 3, Foziling Road, 530021 Nanning, PR China (F.H., W.N., L.L., G.H.).
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Möller K, Görg C, Krix M, Jenssen C, Dong Y, Cui XW, Dietrich CF. Washout on Contrast-Enhanced Ultrasound of Benign Focal Liver Lesions-A Review on Its Frequency and Possible Causes. Diagnostics (Basel) 2025; 15:998. [PMID: 40310346 PMCID: PMC12025567 DOI: 10.3390/diagnostics15080998] [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: 03/03/2025] [Revised: 04/07/2025] [Accepted: 04/10/2025] [Indexed: 05/02/2025] Open
Abstract
In all imaging methods, including contrast-enhanced ultrasound (CEUS), enhancement in the late phase (LP) is an important criterion for differentiating between benign and malignant focal liver lesions (FLLs). In general, malignant liver lesions are characterized by hypoenhancement and washout in the LP. A lesion with LP hyperenhancement or isoenhancement in the non-cirrhotic liver is usually benign. However, LP hypoenhancement in benign lesions is not so rare, and is even normal and the standard for some lesions, and there are exceptions for each tumor entity that can represent a diagnostic challenge. Knowing these contrast patterns and exceptions is key for correct diagnosis and patient management. The following narrative review describes the contrast behaviors and the frequency of washout and LP hypoenhancement for common as well as rare benign liver lesions and analyzes its causes.
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Affiliation(s)
- Kathleen Möller
- Medical Department I/Gastroenterology, SANA Hospital Lichtenberg, 10365 Berlin, Germany;
| | - Christian Görg
- Interdisciplinary Center of Ultrasound Diagnostics, Gastroenterology, Endocrinology, Metabolism and Clinical Infectiology, University Hospital Giessen and Marburg, Philipp University of Marburg, Baldingerstraße, 35037 Marburg, Germany;
| | - Martin Krix
- Global Medical & Regulatory Affairs, Bracco Imaging, 78467 Konstanz, Germany;
| | - Christian Jenssen
- Department of Internal Medicine, Krankenhaus Märkisch Oderland, 15344 Strausberg, Germany;
- Brandenburg Institute for Clinical Ultrasound (BICUS) at Brandenburg Medical University, 16816 Neuruppin, Germany
| | - Yi Dong
- Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200082, China;
| | - Xin-Wu Cui
- Medical Ultrasound, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, Wuhan 430030, China;
| | - Christoph F. Dietrich
- Department General Internal Medicine (DAIM), Hospitals Hirslanden Bern Beau Site, Salem and Permanence, 3013 Bern, Switzerland
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Tang Y, Sasaki SI, Hawley J, Peillon A, Sjöström A, Fuentes-Alburo A, Tranquart F. Diagnostic Test Accuracy of Contrast-Enhanced Ultrasound With Sonazoid for Assessment of Focal Liver Lesions: A Systematic Review and Meta-Analysis. JOURNAL OF CLINICAL ULTRASOUND : JCU 2025; 53:510-524. [PMID: 39441548 DOI: 10.1002/jcu.23879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 09/26/2024] [Accepted: 10/07/2024] [Indexed: 10/25/2024]
Abstract
This meta-analysis examined the diagnostic accuracy of Sonazoid-enhanced ultrasonography (SZ-CEUS) in discriminating malignant from benign focal liver lesions (FLLs) and HCC from non-HCC FLLs. Finding relevant studies required a rigorous PubMed, EMBASE, and other database search. To distinguish malignant from benign FLLs, SZ-CEUS had a pooled sensitivity of 94% (95% CI: 0.91-0.95) and specificity of 84% (95%: 0.78-0.89). HCC distinction had 83% sensitivity and 96% specificity (95% CI: 0.80-0.85 and 0.95-0.97). SZ-CEUS accurately distinguishes malignant from benign FLLs and HCC from non-HCC lesions, especially smaller HCC lesions.
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Affiliation(s)
- Yongqing Tang
- GE Healthcare Ltd and its Afilliates, Shanghai, China
| | | | - Joshua Hawley
- GE Healthcare Ltd and its Afilliates, Chalfont St Giles, United Kingdom
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Vutien P, Kim NJ, Nguyen MH. The Diagnosis and Staging of Hepatocellular Carcinoma: A Review of Current Practices. Clin Liver Dis 2025; 29:33-48. [PMID: 39608956 DOI: 10.1016/j.cld.2024.08.007] [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: 11/30/2024]
Abstract
Promoting the early detection and diagnosis of hepatocellular carcinoma (HCC) is a critical strategy to improve patient outcomes as this can lead to greater access to curative treatments. This review highlights the diagnostic tests for HCC, including the use of the Liver Imaging Reporting and Data System systems and histopathology. Staging is essential for informing prognosis and guiding treatment decisions; this review also covers a widely used and well-validated staging system called the Barcelona-Clinic Liver Cancer (BCLC) algorithm. The BCLC incorporates tumor status, liver function, and patient performance to stage patients with newly diagnosed HCC.
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Affiliation(s)
- Philip Vutien
- Division of Gastroenterology and Hepatology, University of Washington Medical Center, 1536 North 115th Street, Suite 105, Box 358811, Seattle, WA 98133, USA.
| | - Nicole J Kim
- Division of Gastroenterology and Hepatology, University of Washington Medical Center, 1536 North 115th Street, Suite 105, Box 358811, Seattle, WA 98133, USA
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, University of Washington Medical Center, 325 9th Avenue, Box 359773, Seattle, WA 98104, USA; Stanford University Medical Center, 780 Welch Road, Suite CJ250K, Palo Alto, CA 94304, USA
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Bae SM, Kim DH, Kang JH. Inter-reader reliability of Ovarian-Adnexal Reporting and Data System US: a systematic review and meta-analysis. Abdom Radiol (NY) 2025:10.1007/s00261-025-04813-2. [PMID: 39841229 DOI: 10.1007/s00261-025-04813-2] [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: 10/30/2024] [Revised: 01/12/2025] [Accepted: 01/17/2025] [Indexed: 01/23/2025]
Abstract
PURPOSE Ovarian-Adnexal Reporting and Data System (O-RADS) US provides a standardized lexicon for ovarian and adnexal lesions, facilitating risk stratification based on morphological features for malignancy assessment, which is essential for proper management. However, systematic determination of inter-reader reliability in O-RADS US categorization remains unexplored. This study aimed to systematically determine the inter-reader reliability of O-RADS US categorization and identify the factors that affect it. METHODS Original articles reporting the inter-reader reliability of O-RADS US in lesion categorization were identified in the MEDLINE, EMBASE, and Web of Science databases from January 2018 to December 2023. DerSimonian-Laird random-effects models were used to determine the meta-analytic pooled inter-reader reliability of the O-RADS US categorization. Subgroup meta-regression analysis was performed to identify the factors causing study heterogeneity. RESULTS Fourteen original articles with 5139 ovarian and adnexal lesions were included. The inter-reader reliability of O-RADS US in lesion categorization ranged from 0.71 to 0.99, with a meta-analytic pooled estimate of 0.83 (95% CI, 0.78-0.88), indicating almost perfect reliability. Substantial study heterogeneity was observed in the inter-reader reliability of the O-RADS US categorization (I2 = 96.9). In subgroup meta-regression analysis, reader experience was the only factor associated with study heterogeneity. Pooled inter-reader reliability of the O-RADS US categorization was higher in studies with all experienced readers (0.86; 95% CI, 0.81-0.91) compared to those with multiple readers including trainees (0.74; 95% CI, 0.70-0.78; P = 0.009). The inter-reader reliability of US descriptors ranged from 0.39 to 0.97, with ascites and peritoneal nodules showing almost perfect reliability (0.79- 0.97). CONCLUSION The O-RADS US risk stratification system demonstrated almost perfect inter-reader reliability in lesion categorization. Our results highlight the importance of targeted training and descriptor simplification to improve inter-reader reliability and clinical adoption.
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Affiliation(s)
- Sang Min Bae
- Hanyang University Guri Hospital, Guri-si, Korea, Republic of
| | | | - Ji Hun Kang
- Hanyang University Guri Hospital, Guri-si, Korea, Republic of.
- Hanyang University, Seoul, Republic of Korea.
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Murad V, Jang HJ, Kim TK. Unraveling distinctions between contrast-enhanced ultrasound and CT/MRI for liver mass diagnosis. Ultrasonography 2025; 44:19-30. [PMID: 39604095 PMCID: PMC11717683 DOI: 10.14366/usg.24163] [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: 08/29/2024] [Revised: 10/11/2024] [Accepted: 10/16/2024] [Indexed: 11/29/2024] Open
Abstract
Contrast-enhanced ultrasound (CEUS) offers a distinctive approach to liver mass diagnosis by utilizing intravenous contrast agents for enhanced visualization of vascular structures and tissue characterization. This review highlights the unique advantages of CEUS compared to computed tomography (CT) and magnetic resonance imaging (MRI), particularly focusing on the Liver Imaging Reporting and Data System framework. Key differences include CEUS's realtime imaging capability, which minimizes arterial phase mistiming and improves detection of hyperenhancing lesions, and its ability to provide detailed washout patterns. Also, CEUS's intravascular nature and lower risk of adverse reactions make it a safer alternative for patients with renal impairment or those contraindicated for CT/MRI.
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Affiliation(s)
- Vanessa Murad
- University Medical Imaging Toronto, Joint Department of Medical Imaging - University Health Network, Sinai Health System, Women’s College Hospital, University of Toronto, Toronto, Canada
| | - Hyun-Jung Jang
- University Medical Imaging Toronto, Joint Department of Medical Imaging - University Health Network, Sinai Health System, Women’s College Hospital, University of Toronto, Toronto, Canada
| | - Tae Kyoung Kim
- University Medical Imaging Toronto, Joint Department of Medical Imaging - University Health Network, Sinai Health System, Women’s College Hospital, University of Toronto, Toronto, Canada
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Lyshchik A, Kuon Yeng Escalante C, Siu Xiao T, Piscaglia F, Kono Y, Medellin-Kowalewski A, Rodgers SK, Planz V, Kamaya A, Fetzer DT, Berzigotti A, Radu IP, Sidhu PS, Wessner CE, Bradigan K, Eisenbrey JR, Forsberg F, Wilson SR, for the CEUS LI-RADS Trial Group, Wolfe S. Contrast-enhanced US of High-Risk Indeterminate Focal Liver Observations Categorized as LR-4 or LR-M at CT/MRI. Radiology 2025; 314:e240916. [PMID: 39835975 PMCID: PMC11783161 DOI: 10.1148/radiol.240916] [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] [Received: 04/02/2024] [Revised: 11/21/2024] [Accepted: 11/27/2024] [Indexed: 01/22/2025]
Abstract
Background Indeterminate focal liver observations in patients at risk for hepatocellular carcinoma (HCC) may require invasive biopsy or follow-up, which could lead to delays in definitive categorization and to postponement of treatment. Purpose To examine clinical effect of contrast-enhanced US (CEUS) in participants with high-risk indeterminate liver observations categorized as Liver Imaging Reporting and Data System (LI-RADS) category LR-4 (probably HCC) or LI-RADS category LR-M (probably or definitely malignant but not HCC specific) at CT or MRI. Materials and Methods This was a secondary analysis of a prospective international multicenter validation study for CEUS LI-RADS (January 2018 to August 2021). CEUS was performed within 4 weeks of CT or MRI. Tissue histologic and CT or MRI follow-up data were used as reference standards. Clinical effect of CEUS for HCC was evaluated in observations 10 mm or larger categorized as CT/MRI LR-4 and LR-M. Results Included were 109 participants (mean age, 64.3 years ± 8.3 [SD]; 68.8% [75 of 109] male participants) with 113 observations (≥10 mm) categorized as CT/MRI LR-4 (53.1%; 60 of 113) or LR-M (46.9%; 53 of 113). CEUS resulted in management recommendation changes in 33.6% (95% CI: 25, 43; 38 of 113) of observations; among these, 95% (95% CI: 82, 99; 36 of 38) were correct. A total of 30.1% (34 of 113) of CT/MRI LR-4 and LR-M observations were categorized at CEUS as LI-RADS category LR-5 (definite HCC), making biopsy unnecessary; 94% (32 of 34) of these categorizations were correct. Of CT/MRI LR-4 observations, 7% (four of 60) were categorized as CEUS LR-M; subsequent biopsy confirmed non-HCC malignancy in all participants. Clinical impact of CEUS was more substantial for observations 20 mm or larger (n = 68); CEUS helped appropriately categorize both LR-5 and LR-M lesions as HCC and non-HCC malignancies, respectively, and resulted in management recommendation changes in 40% (27 of 68) of observations with 100% accuracy. Conclusion CEUS resolved some high-risk indeterminate liver observations (categorized as LR-4 and LR-M at CT or MRI), with particularly high clinical impact for observations measuring at least 20 mm. Clinical trial registration no. NCT03318380 © RSNA, 2025 Supplemental material is available for this article.
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Affiliation(s)
- Andrej Lyshchik
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Cristina Kuon Yeng Escalante
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Tania Siu Xiao
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Fabio Piscaglia
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Yuko Kono
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Alexandra Medellin-Kowalewski
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Shuchi K. Rodgers
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Virginia Planz
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Aya Kamaya
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - David T. Fetzer
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Annalisa Berzigotti
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Iuliana-Pompilia Radu
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Paul S. Sidhu
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Corinne E. Wessner
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Kristen Bradigan
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - John R. Eisenbrey
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Flemming Forsberg
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | - Stephanie R. Wilson
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
| | | | - Shannyn Wolfe
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L., C.K.Y.E.,
T.S.X., S.K.R., C.E.W., K.B., J.R.E., F.F.); Division of Internal Medicine,
Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda
Ospedaliero-Universitaria di Bologna, Bologna, Italy (F.P.); Department of
Medical and Surgical Sciences, University of Bologna, Bologna, Italy (F.P.);
University of California San Diego, San Diego, Calif (Y.K.); University of
Calgary, Calgary, Canada (A.M.K., S.R.W.); Einstein Medical Center,
Philadelphia, Pa (S.K.R.); Vanderbilt University, Nashville, Tenn (V.P.);
Stanford University, Stanford, Calif (A.K.); UT Southwestern Medical Center,
Dallas, Tex (D.T.F.); Department of Visceral Surgery and Medicine, Bern
University Hospital, University of Bern, Bern, Switzerland (A.B., I.P.R.);
Department of Imaging Sciences, School of Biomedical Engineering and Imaging
Sciences, Faculty of Life Sciences and Medicine, King’s College London,
London, United Kingdom (P.S.S.); and Department of Radiology, King’s
College Hospital, London, United Kingdom (P.S.S.)
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9
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Huang J, Yang R, Huang X, Zeng K, Liu Y, Luo J, Lyshchik A, Lu Q. Feasibility of large language models for CEUS LI-RADS categorization of small liver nodules in patients at risk for hepatocellular carcinoma. Front Oncol 2024; 14:1513608. [PMID: 39744002 PMCID: PMC11688206 DOI: 10.3389/fonc.2024.1513608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 11/22/2024] [Indexed: 01/04/2025] Open
Abstract
BACKGROUND Large language models (LLMs) offer opportunities to enhance radiological applications, but their performance in handling complex tasks remains insufficiently investigated. PURPOSE To evaluate the performance of LLMs integrated with Contrast-enhanced Ultrasound Liver Imaging Reporting and Data System (CEUS LI-RADS) in diagnosing small (≤20mm) hepatocellular carcinoma (sHCC) in high-risk patients. MATERIALS AND METHODS From November 2014 to December 2023, high-risk HCC patients with untreated small (≤20mm) focal liver lesions (sFLLs), were included in this retrospective study. ChatGPT-4.0, ChatGPT-4o, ChatGPT-4o mini, and Google Gemini were integrated with imaging features from structured CEUS LI-RADS reports to assess their diagnostic performance for sHCC. The diagnostic efficacy of LLMs for small HCC were compared using McNemar test. RESULTS The final population consisted of 403 high-risk patients (52 years ± 11, 323 men). ChatGPT-4.0 and ChatGPT-4o demonstrated substantial to almost perfect intra-agreement for CEUS LI-RADS categorization (κ values: 0.76-1.0 and 0.7-0.94, respectively), outperforming ChatGPT-4o mini (κ values: 0.51-0.72) and Google Gemini (κ values: -0.04-0.47). ChatGPT-4.0 had higher sensitivity in detecting sHCC than ChatGPT-4o (83%-89% vs. 70%-78%, p < 0.02) with comparable specificity (76%-90% vs. 83%-86%, p > 0.05). Compared to human readers, ChatGPT-4.0 showed superior sensitivity (83%-89% vs. 63%-78%, p < 0.004) and comparable specificity (76%-90% vs. 90%-95%, p > 0.05) in diagnosing sHCC. CONCLUSION LLM integrated with CEUS LI-RADS offers potential tool in diagnosing sHCC for high-risk patients. ChatGPT-4.0 demonstrated satisfactory consistency in CEUS LI-RADS categorization, offering higher sensitivity in diagnosing sHCC while maintaining comparable specificity to that of human readers.
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Affiliation(s)
- Jiayan Huang
- West China Hospital of Sichuan University, Chengdu, China
| | - Rui Yang
- West China Hospital of Sichuan University, Chengdu, China
| | - Xiaotong Huang
- West China Hospital of Sichuan University, Chengdu, China
| | - Keyu Zeng
- West China Hospital of Sichuan University, Chengdu, China
| | - Yan Liu
- Department of Ultrasound, Affiliated Hospital of Panzhihua University, Panzhihua, China
| | - Jun Luo
- Department of Ultrasound, Sichuan Academy of Medical Sciences and Sichuan Provincial People’s Hospital, Chengdu, China
| | - Andrej Lyshchik
- Thomas Jefferson University Hospital , Jefferson University Hospitals, Philadelphia, PA, United States
| | - Qiang Lu
- West China Hospital of Sichuan University, Chengdu, China
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10
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Kamaya A, Fetzer DT, Seow JH, Burrowes DP, Choi HH, Dawkins AA, Fung C, Gabriel H, Hong CW, Khurana A, McGillen KL, Morgan TA, Sirlin CB, Tse JR, Rodgers SK. LI-RADS US Surveillance Version 2024 for Surveillance of Hepatocellular Carcinoma: An Update to the American College of Radiology US LI-RADS. Radiology 2024; 313:e240169. [PMID: 39625378 DOI: 10.1148/radiol.240169] [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: 12/17/2024]
Abstract
In 2017, the American College of Radiology introduced the US Liver Imaging Reporting and Data System (LI-RADS) as a framework for US surveillance of patients at risk for developing hepatocellular carcinoma. This has aided in the standardization of technique, clinical reporting, patient management, data collection, and research. Emerging evidence has helped inform changes to the algorithm, now released as LI-RADS US Surveillance version 2024. The updated algorithm, the rationale for changes, and its alignment with the 2023 American Association for the Study of Liver Diseases Practice Guidance are presented.
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Affiliation(s)
- Aya Kamaya
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - David T Fetzer
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - James H Seow
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - David P Burrowes
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Hailey H Choi
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Adrian A Dawkins
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Christopher Fung
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Helena Gabriel
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Cheng William Hong
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Aman Khurana
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Kathryn L McGillen
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Tara A Morgan
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Claude B Sirlin
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Justin R Tse
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
| | - Shuchi K Rodgers
- From the Department of Radiology, Stanford University, 300 Pasteur Dr, Palo Alto, CA 94304 (A. Kamaya, J.R.T.); The University of Texas Southwestern Medical Center, Dallas, Tex (D.T.F.); Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia (J.H.S.); Department of Radiology, University of Calgary, Calgary, Alberta, Canada (D.P.B.); Department of Radiology and Biomedical Imaging, University of California at San Francisco, San Francisco, Calif (H.H.C., C.W.H.); Department of Radiology, University of Kentucky, Lexington, Ky (A.A.D.); MIC Medical Imaging, Edmonton, Alberta, Canada (C.F.); Department of Radiology, Northwestern University, Chicago, Ill (H.G.); Department of Radiology, University of California at San Diego, UC San Diego Medical Center, San Diego, Calif (A. Khurana); Liver Imaging Group, Department of Radiology, UC San Diego, San Diego, Calif (C.B.S.); Penn State Health Milton S. Hershey Medical Center, Hershey, Pa (K.L.M.); Department of Radiology, Mayo Clinic Arizona, Phoenix, Ariz (T.A.M.); and Department of Radiology, Thomas Jefferson University, Cherry Hill, NJ (S.K.R.)
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11
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Mundada K, Pellerito JS, Srivastava B, Revzin MV. Ultrasound Contrast Agents: Current Role in Adults and Children for Various Indications. Radiol Clin North Am 2024; 62:1035-1062. [PMID: 39393849 DOI: 10.1016/j.rcl.2024.07.010] [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: 10/13/2024]
Abstract
Intravenous contrast-enhanced ultrasound (CEUS) is a rapidly evolving imaging technique that uses a microbubble contrast agent to enhance ultrasonographic images by augmenting characterization of blood vessels and organ perfusion. CEUS is considered as a useful problem-solving tool and as an indicated first-line imaging modality in select settings. CEUS technique has an inherent advantage over its predecessor B-mode and Doppler imaging. This article reviews different approved and off-label use of CEUS in the pediatric and adult population and also discusses Food and Drug Administration-approved contrast agents in the United States, their reported side effects, and ongoing efforts in the field.
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Affiliation(s)
- Krishna Mundada
- Department of Nuclear Medicine, Seth G.S. Medical College and K.E.M Hospital, Mumbai
| | - John S Pellerito
- Department of Radiology, Division of US, CT and MRI, Peripheral Vascular Laboratory, North Shore - Long Island Jewish Health System
| | | | - Margarita V Revzin
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
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12
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Xiao M, Deng Y, Zheng W, Huang L, Wang W, Yang H, Gao D, Guo Z, Wang J, Li C, Li F, Han F. Machine learning model based on dynamic contrast-enhanced ultrasound assisting LI-RADS diagnosis of HCC: A multicenter diagnostic study. Heliyon 2024; 10:e38850. [PMID: 39492894 PMCID: PMC11531631 DOI: 10.1016/j.heliyon.2024.e38850] [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: 07/06/2024] [Revised: 09/09/2024] [Accepted: 10/01/2024] [Indexed: 11/05/2024] Open
Abstract
Background To enhance the accuracy of hepatocellular carcinoma (HCC) diagnosis using contrast-enhanced (CE) US, the American College of Radiology developed the CEUS Liver Imaging Reporting and Data System (LI-RADS). However, the system still exhibits limitations in distinguishing between HCC and non-HCC lesions. Purpose To investigate the viability of employing machine learning methods based on quantitative parameters of contrast-enhanced ultrasound for distinguishing HCC within LR-M nodules. Materials and methods This retrospective analysis was conducted on pre-treatment CEUS data from liver nodule patients across multiple centers between January 2013 and June 2022. Quantitative analysis was performed using CEUS images, and the machine learning diagnostic models based on quantitative parameters were utilized for the classification diagnosis of LR-M nodules. The performance of the model was assessed using the area under the receiver operating characteristic curve (AUC) and compared with the performance of four radiologists. Results The training and internal testing datasets comprised 168 patients (median age, 53 years [IQR, 18 years]), while the external testing datasets from two other centers included 110 patients (median age, 54 years [IQR, 16 years]). In the internal independent test set, the top-performing Random Forest model achieved an AUC of 0.796 (95%CI: 0.729-0.853) for diagnosing HCC. This model exhibited a sensitivity of 0.752 (95%CI: 0.750-0.755) and a specificity of 0.761 (95%CI: 0.758-0.764), outperforming junior radiologists who achieved an AUC of 0.619 (95%CI: 0.543-0.691, p < .01) with sensitivity and specificity of 0.716 (95%CI: 0.713-0.718) and 0.522 (95%CI: 0.519-0.526), respectively. Conclusion Significant differences in contrast-enhanced ultrasound quantitative parameters are observed between HCC and non-HCC lesions. Machine learning models leveraging these parameters effectively distinguish HCC categorized as LR-M, offering a valuable adjunct for the accurate classification of liver nodules within the CEUS LI-RADS framework.
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Affiliation(s)
- Meiqin Xiao
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yishu Deng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
- School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China
- Department of Information, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Wei Zheng
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Lishu Huang
- Department of Ultrasound, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Wei Wang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Hao Yang
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Danyan Gao
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhixing Guo
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jianwei Wang
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Chaofeng Li
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
- Department of Information, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Fang Li
- Department of Ultrasound, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Feng Han
- Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
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Wen R, Peng Y, Liang Y, Wu Y, Li H, Chen Y, Qin Y, Wen Z, Cui H, He Y, Yang H. CEUS LI-RADS in Combination With the Serum Biomarker-Based ASAP Model Improves the Diagnostic Performance of HCC in High-Risk Patients. ULTRASOUND IN MEDICINE & BIOLOGY 2024:S0301-5629(24)00300-4. [PMID: 39181805 DOI: 10.1016/j.ultrasmedbio.2024.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 07/18/2024] [Accepted: 08/02/2024] [Indexed: 08/27/2024]
Abstract
OBJECTIVE To assess the diagnostic efficacy of the CEUS LI-RADS combined with a model constructed on the basis of age, sex, AFP, and PIVKA-II (ASAP) for the diagnosis of HCC in high-risk patients. METHODS This retrospective study included 366 liver lesions from 366 patients who underwent liver CEUS. All liver lesions were characterized and categorized according to CEUS LI-RADS v2017. Two modified methods were applied: LR-3/4/M nodules accompanied by AFP > 200 ng/mL (Criterion 2) or ASAP model score > 0.5256 and CA 19-9 in the normal range (Criterion 3) were recategorized as LR-5. The reference criteria included histopathological or comprehensive imaging and the clinical follow-up results. The diagnostic performance was evaluated and compared by the sensitivity, specificity, PPV, and NPV. RESULTS The incidence of HCC in LR-3, LR-4, LR-5, and LR-M was 33.3% (4/12), 86.4% (38/44), 98.5% (191/194) and 82.7% (81/98), respectively. After using Criterion 2 compared to CEUS LI-RADS v2017, the sensitivity of the modified LR-5 for diagnosing HCC increased from 60.8% to 70.7% (p < 0.01) with little effect on its specificity (94.2% vs. 92.3%, p = 1.00) or PPV (98.5% vs. 98.2%, p = 0.86). After using Criterion 3, the sensitivity of the modified LR-5 for the diagnosis of HCC was further improved to 86.9% (p < 0.01), and its specificity and PPV were not significantly changed (92.3% and 98.6%, both p > 0.05). CONCLUSION CEUS LI-RADS combined with the serum biomarker-based ASAP model improved the sensitivity of LR-5 in diagnosing HCC with little effect on its specificity and PPV.
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Affiliation(s)
- Rong Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yuting Peng
- Department of Medical Ultrasound, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yiqiong Liang
- Department of Radiology, Guangxi International Zhuang Medicine Hospital, Nanning, China
| | - Yuquan Wu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Haiyuan Li
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yanxia Chen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yan Qin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhiyuan Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Huanyu Cui
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
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14
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Kallenbach M, Qvartskhava N, Weigel C, Dörffel Y, Berger J, Kunze G, Luedde T. [Contrast-enhanced ultrasound (CEUS) for characterisation of focal liver lesions]. ZEITSCHRIFT FUR GASTROENTEROLOGIE 2024; 62:952-970. [PMID: 37798924 PMCID: PMC11211032 DOI: 10.1055/a-2145-7461] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 06/21/2023] [Indexed: 10/07/2023]
Abstract
Due to the trend towards increased use of imaging and rising awareness among high-risk patients, gastroenterologists and hepatologists are more frequently confronted with patients with focal liver lesions. In the differentiation of these lesions, CT and MRI have increasingly found their way into primary diagnostic steps in everyday clinical practice. Contrast-enhanced sonography, on the other hand, is a very effective and cost-efficient method for assessing focal liver lesions. The success of the method is not only based on the visualisation of microvascularisation in real time. If sonography is performed by the treating physician, he can use the exact knowledge of history and clinical findings to specifically adapt the examination procedure and to interpret the sonographic findings with greater accuracy ("clinical sonography"). At the same time, the method enables the practitioner to combine diagnostics and management decisions in his or her own hands. To achieve excellent results with contrast-enhanced sonography-as with any other imaging method-it is necessary that the examiner is sufficiently qualified.This article systematically presents the sonographic characteristics of the most common liver lesions and clearly shows their contrast patterns using videos (available via QR code). The article illustrates that CEUS could-and from the authors' point of view, should-have an even greater significance in the future.
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Affiliation(s)
- Michael Kallenbach
- Department of Gastroenterology Hepatology and Infectious Diseases, University Hospital of Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Natalia Qvartskhava
- Department of Gastroenterology Hepatology and Infectious Diseases, University Hospital of Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Christian Weigel
- Department of Gastroenterology Hepatology and Infectious Diseases, University Hospital of Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - Yvonne Dörffel
- Medical Outpatient Department, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Jens Berger
- Ernst von Bergmann Klinikum, Department of Gastroenterology, Hepatology, Infectious Diseases and Rheumatology, Potsdam, Germany
| | - Georg Kunze
- Schwarzwald-Baar Klinikum Villingen-Schwenningen GmbH, Villingen-Schwenningen, Germany
| | - Tom Luedde
- Department of Gastroenterology Hepatology and Infectious Diseases, University Hospital of Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
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15
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Qin Z, Zhou Y, Zhang X, Ding J, Zhou H, Wang Y, Zhao L, Chen C, Jing X. The comparison of contrast-enhanced ultrasound and gadoxetate disodium-enhanced MRI LI-RADS for nodules ≤2 cm in patients at high risk for HCC: a prospective study. Front Oncol 2024; 14:1345981. [PMID: 38774417 PMCID: PMC11106436 DOI: 10.3389/fonc.2024.1345981] [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: 11/28/2023] [Accepted: 04/12/2024] [Indexed: 05/24/2024] Open
Abstract
Objectives To investigate the consistency of LI-RADS of CEUS and EOB-MRI in the categorization of liver nodules ≤2cm in patients at high risk for HCC. Methods Patients at high risk for HCC with nodules ≤2cm who underwent CEUS and EOB-MRI in our hospital were prospectively enrolled. The CEUS images and EOB-MRI imaging of each liver nodule were observed to evaluate inter-observer consistency and category according to CEUS LI-RADS V2017 and CT/MRI LI-RADS V2017 criteria double blinded. Pathology and/or follow-up were used as reference standard. Results A total of 127 nodules in 119 patients met the inclusion criteria. The inter-observer agreement was good on CEUS and EOB-MRI LI-RADS (kappa = 0.76, 0.76 p < 0.001). The inter-modality agreement was fair (kappa=0.21, p < 0.001). There was no statistical difference in PPV and specificity between CEUS and EOB-MRI LR-5 for HCC, while the difference in AUC was statistically significant. We used new criteria (CEUS LR-5 and EOB-MRI LR-4/5 or CEUS LR-4/5 and EOB-MRI LR-5) to diagnose HCC. The sensitivity, specificity, and AUC of this criteria was 63.4%, 95.6%, and 0.80. Conclusions CEUS and EOB-MRI showed fair inter-modality agreement in LI-RADS categorization of nodules ≤2 cm. The inter-observer agreement of CEUS and EOB-MRI LI-RADS were substantial. CEUS and EOB-MRI LR-5 have equally good positive predictive value and specificity for HCC ≤ 2cm, and combining these two modalities may better diagnose HCC ≤ 2 cm. Clinical Trial Registration https://clinicaltrials.gov/, identifier NCT04212286.
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Affiliation(s)
- Zhengyi Qin
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
| | - Yan Zhou
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
- School of Medicine, Nankai University, Tianjin, China
| | - Xiang Zhang
- Department of Radiology, Tianjin Nankai Hospital, Tianjin, China
| | - Jianmin Ding
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
| | - Hongyu Zhou
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
| | - Yandong Wang
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
| | - Lin Zhao
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
| | - Chen Chen
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
- Department of Radiology, Tianjin Third Central Hospital, Tianjin, China
| | - Xiang Jing
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China
- Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- Artificial Cell Engineering Technology Research Center, Tianjin, China
- Tianjin Institute of Hepatobiliary Disease, Tianjin Third Central Hospital, Tianjin, China
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16
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Zhang D, Zhang XY, Lu WW, Liao JT, Zhang CX, Tang Q, Cui XW. Predicting Ki-67 expression in hepatocellular carcinoma: nomogram based on clinical factors and contrast-enhanced ultrasound radiomics signatures. Abdom Radiol (NY) 2024; 49:1419-1431. [PMID: 38461433 DOI: 10.1007/s00261-024-04191-1] [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: 10/10/2023] [Revised: 01/06/2024] [Accepted: 01/12/2024] [Indexed: 03/12/2024]
Abstract
PURPOSE To develop a contrast-enhanced ultrasound (CEUS) clinic-radiomics nomogram for individualized assessment of Ki-67 expression in hepatocellular carcinoma (HCC). METHODS A retrospective cohort comprising 310 HCC individuals who underwent preoperative CEUS (using SonoVue) at three different centers was partitioned into a training set, a validation set, and an external test set. Radiomics signatures indicating the phenotypes of the Ki-67 were extracted from multiphase CEUS images. The radiomics score (Rad-score) was calculated accordingly after feature selection and the radiomics model was constructed. A clinic-radiomics nomogram was established utilizing multiphase CEUS Rad-score and clinical risk factors. A clinical model only incorporated clinical factors was also developed for comparison. Regarding clinical utility, calibration, and discrimination, the predictive efficiency of the clinic-radiomics nomogram was evaluated. RESULTS Seven radiomics signatures from multiphase CEUS images were selected to calculate the Rad-score. The clinic-radiomics nomogram, comprising the Rad-score and clinical risk factors, indicated a good calibration and demonstrated a better discriminatory capacity compared to the clinical model (AUCs: 0.870 vs 0.797, 0.872 vs 0.755, 0.856 vs 0.749 in the training, validation, and external test set, respectively) and the radiomics model (AUCs: 0.870 vs 0.752, 0.872 vs 0.733, 0.856 vs 0.729 in the training, validation, and external test set, respectively). Furthermore, both the clinical impact curve and the decision curve analysis displayed good clinical application of the nomogram. CONCLUSION The clinic-radiomics nomogram constructed from multiphase CEUS images and clinical risk parameters can distinguish Ki-67 expression in HCC patients and offer useful insights to guide subsequent personalized treatment.
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Affiliation(s)
- Di Zhang
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Hefei, 230022, Anhui, China
| | - Xian-Ya Zhang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue No. 1095, Wuhan, 430030, Hubei, China
| | - Wen-Wu Lu
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Hefei, 230022, Anhui, China
| | - Jin-Tang Liao
- Department of Diagnostic Ultrasound, Xiang Ya Hospital of Central South University, Changsha, 410000, Hunan, China
| | - Chao-Xue Zhang
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Hefei, 230022, Anhui, China.
| | - Qi Tang
- Department of Ultrasonography, The First Hospital of Changsha, No. 311 Yingpan Road, Changsha, 410005, Hunan, China.
| | - Xin-Wu Cui
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue No. 1095, Wuhan, 430030, Hubei, China.
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17
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Lyshchik A, Fetzer DT, Kono Y, Wilson SR, Dietrich CF, Clevert DA, Meloni MF, Jang HJ, Kim TK, Lee JM, Minami Y, Kudo M, Piscaglia F, Atzen S. Liver Imaging Reporting and Data System Contrast-Enhanced US Nonradiation Treatment Response Assessment Version 2024. Radiology 2024; 311:e232369. [PMID: 38805727 PMCID: PMC11140523 DOI: 10.1148/radiol.232369] [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] [Received: 09/04/2023] [Revised: 12/07/2023] [Accepted: 01/05/2024] [Indexed: 05/30/2024]
Abstract
The American College of Radiology Liver Imaging Reporting and Data System (LI-RADS) standardizes the imaging technique, reporting lexicon, disease categorization, and management for patients with or at risk for hepatocellular carcinoma (HCC). LI-RADS encompasses HCC surveillance with US; HCC diagnosis with CT, MRI, or contrast-enhanced US (CEUS); and treatment response assessment (TRA) with CT or MRI. LI-RADS was recently expanded to include CEUS TRA after nonradiation locoregional therapy or surgical resection. This report provides an overview of LI-RADS CEUS Nonradiation TRA v2024, including a lexicon of imaging findings, techniques, and imaging criteria for posttreatment tumor viability assessment. LI-RADS CEUS Nonradiation TRA v2024 takes into consideration differences in the CEUS appearance of viable tumor and posttreatment changes within and in close proximity to a treated lesion. Due to the high sensitivity of CEUS to vascular flow, posttreatment reactive changes commonly manifest as areas of abnormal perilesional enhancement without washout, especially in the first 3 months after treatment. To improve the accuracy of CEUS for nonradiation TRA, different diagnostic criteria are used to evaluate tumor viability within and outside of the treated lesion margin. Broader criteria for intralesional enhancement increase sensitivity for tumor viability detection. Stricter criteria for perilesional enhancement limit miscategorization of posttreatment reactive changes as viable tumor. Finally, the TRA algorithm reconciles intralesional and perilesional tumor viability assessment and assigns a single LI-RADS treatment response (LR-TR) category: LR-TR nonviable, LR-TR equivocal, or LR-TR viable.
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Affiliation(s)
- Andrej Lyshchik
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - David T. Fetzer
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Yuko Kono
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Stephanie R. Wilson
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Christoph F. Dietrich
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Dirk A. Clevert
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Maria Franca Meloni
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Hyun-Jung Jang
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Tae Kyoung Kim
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Jeong Min Lee
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Yasunori Minami
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Masatoshi Kudo
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Fabio Piscaglia
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
| | - Sarah Atzen
- From the Department of Radiology, Thomas Jefferson University
Hospital, 132 S 10th St, 763G Main Bldg, Philadelphia, PA 19107 (A.L.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (D.T.F.);
Departments of Medicine and Radiology, University of California, San Diego, San
Diego, Calif (Y.K.); Department of Diagnostic Imaging, University of Calgary,
Calgary, Alberta, Canada (S.R.W.); Department of General Internal Medicine,
Hirslanden Klinik Beau-Site, Hirslanden Salem-Spital, and Hirslanden Klinik
Permanence, Bern, Switzerland (C.F.D.); Interdisciplinary Ultrasound Center,
Department of Radiology, LMU University Hospital, Ludwig Maximilian University
of Munich, Munich, Germany (D.A.C.); Department of Interventional Ultrasound,
Casa di Cura Igea, Milan, Italy (M.F.M.); Joint Department of Medical Imaging,
University of Toronto, Toronto, Ontario, Canada (H.J.J., T.K.K.); Department of
Radiology and Institute of Radiation Medicine, Seoul National University
Hospital, Seoul, Korea (J.M.L.); Department of Radiology, Seoul National
University College of Medicine, Seoul, Korea (J.M.L.); Department of
Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka,
Japan (Y.M., M.K.); Hepatobiliary and Immunoallergic Diseases, Division of
Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna,
Italy (F.P.); and Department of Medical and Surgical Sciences, University of
Bologna, Bologna, Italy (F.P.)
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Milot L. Hepatocellular Carcinoma Assessment after Locoregional Treatment: A Primer on LI-RADS Contrast-Enhanced Nonradiation Treatment Response Assessment Version 2024. Radiology 2024; 311:e240124. [PMID: 38805731 DOI: 10.1148/radiol.240124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Affiliation(s)
- Laurent Milot
- From the Department of Body and VIR Radiology, Hôpital Edouard Herriot, Hospices Civils de Lyon, 5 Place d'Arsonval, 69003 Lyon, France
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Shao LJ, Wang YJ, Yin SS, Jiang BB, Liu YH, Wang JC, Yang W, Wu W, Yan K. Evaluation of the Time Difference Method in Identifying Hepatocellular Carcinoma in Current CEUS LR-M Category Nodules. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:502-508. [PMID: 38246805 DOI: 10.1016/j.ultrasmedbio.2023.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/15/2023] [Accepted: 12/07/2023] [Indexed: 01/23/2024]
Abstract
OBJECTIVE The aim of the work described here was to explore a potential method for improving the diagnostic detection of hepatocellular carcinoma (HCC) based on the contrast-enhanced ultrasound (CEUS) Liver Imaging Reporting and Data System (LI-RADS) Version 2017. METHODS We retrospectively evaluated 585 liver nodules in 427 patients at risk for HCC from December 2020 to March 2023. The nodules were categorized as LR-1 to LR-M based on CEUS LI-RADS Version 2017 and were randomly subclassified into a developmental cohort (DC) and a validation cohort (VC) at 3:1. In the DC, the cutoff value of the time difference (∆T) for differentiating HCC from other malignancies by LR-M was calculated and used to reclassify nodules in the VC. The diagnostic effect on HCC detection before and after reclassification was further assessed. RESULTS According to the current CEUS LI-RADS, 140 of 426 (32.9%) confirmed HCC nodules were misclassified as LR-M. In the DC (439 nodules), the receiver operating characteristic (ROC) curve revealed that the cutoff value of ∆T (wash-out onset time minus contrast arrival time) recommended for HCC diagnosis was greater than 21 s. In the VC (146 nodules), 34 HCCs were correctly categorized as LR-5 according to the cutoff value, and after reclassification, LR-5 had higher accuracy (67.1% vs. 89.0%, p < 0.001) and sensitivity (56.0% vs. 87.2%, p < 0.001) for HCC diagnosis with high specificity (100% vs. 94.6%, p = 0.500). CONCLUSION Using the time difference method could identify HCC nodules misdiagnosed as LR-M and improve the diagnostic performance of current CEUS LI-RADS.
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Affiliation(s)
- Li-Jin Shao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yan-Jie Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Shan-Shan Yin
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Bin-Bin Jiang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yu-Hui Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Ji-Chen Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Wei Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Wei Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China
| | - Kun Yan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Ultrasonography, Peking University Cancer Hospital and Institute, Beijing, China.
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20
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Lu F, Samuel A, Merrill C, Medellin A, Burrowes DP, Wilson SR. Synoptic Reporting of Focal Liver Masses in at Risk Patients: Algorithmic Diagnosis and CEUS LI-RADS. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2024; 43:563-571. [PMID: 38088445 DOI: 10.1002/jum.16389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 11/24/2023] [Indexed: 02/08/2024]
Abstract
OBJECTIVES Reporting contrast-enhanced ultrasound (CEUS) for focal liver masses in at risk patients is a challenging task. Traditionally used prose reporting (PR) is inconsistent and lacks standardization. We propose synoptic reporting (SR), encompassing algorithmic interpretation and liver imaging and reporting data system (LI-RADS) categorization. METHODS A software worksheet from Kailo Medical (Melbourne, AU), incorporates the CEUS algorithm for liver interpretation and CEUS LI-RADS categorization. Part 1. Feasibility of SR: twenty participants of varying experience were presented a brief lecture on SR, algorithmic approach to liver mass interpretation, and CEUS LI-RADS categorization. Ten representative liver masses were shown as unknown cases. Participants inputted data into SR worksheets. Results and LI-RADS category were generated solely by SR. Data were categorized as "correct" or "incorrect." Part 2. Prospective Analysis: Ninety-one patients for SR and 56 for PR, all were tested for completeness, efficiency, and user satisfaction. RESULTS Part 1: Junior participants, pass rate 81.6%, and senior participants, pass rate 83.3% showed no difference in performance. Part 2: Completeness: SR 98.4% and PR 87.0%. Efficiency: Average total time to completion: SR 11 minutes and PR 20 minutes. User satisfaction: Ultrasound technologists, all referring physicians, and six out of seven radiologists preferred SR over PR. Major benefits cited were total time saved, consistency and accuracy in documentation, and report completeness. CONCLUSIONS SR is a reliable and useful tool in clinical practice to report liver masses on ultrasound and assign an appropriate LI-RADS categorization and management pathway. This ultimately improves communication with referring clinicians and leads to better patient outcomes.
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Affiliation(s)
- Fangshi Lu
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Anna Samuel
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Christine Merrill
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Alex Medellin
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - David P Burrowes
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Stephanie R Wilson
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Medicine, Division of Gastroenterology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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21
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McGillen K, Aljabban N, Wu R, Shin B, Schreibman I, Luke F, Birkholz J. Addition of contrast in ultrasound screening for hepatocellular carcinoma. RESEARCH IN DIAGNOSTIC AND INTERVENTIONAL IMAGING 2024; 9:100039. [PMID: 39076583 PMCID: PMC11265193 DOI: 10.1016/j.redii.2023.100039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 12/26/2023] [Indexed: 07/31/2024]
Abstract
Objective Screening ultrasound for hepatocellular carcinoma (HCC) identifies lesions which require further characterization by a contrast-enhanced exam to non-invasively diagnose HCC. While ultrasound is recommended in screening, some HCC can be occult on grayscale imaging. The purpose of this study was to determine if the addition of ultrasound contrast (sulfahexafluoride) to screening ultrasound for HCC can identify more HCC lesions than grayscale sonographic imaging alone. Methods All HCC screening ultrasounds that also had contrast were evaluated in this retrospective study. Patients with a focal lesion seen only after administration of contrast (OAC) were noted, as well as any follow-up imaging or pathology results. Additional variables collected included patient demographics, cirrhosis type, and laboratory values. Results 230 unique patients were included, of which 160 had imaging or pathology follow-up. 18 of these patients had an OAC lesion, of which 17 had follow-up. Among these OACs, there was one LIRADS M lesion (1/18, 5.6 %) and one bland portal vein thrombus identified, which were both confirmed on follow-up imaging. All LIRADS 4 OAC lesions were downgraded. No additional HCC were identified on follow-up imaging or pathology of these patients. Conclusion Addition of contrast to screening ultrasound did identify additional lesions, portal vein thrombus, and high grade malignancy. However, as the incidence of OAC lesions was low (7.8 %, 18/230) and most of the lesions were not malignant, addition of post contrast sweeps through the liver is of low value in the low to medium at-risk cirrhotic population in identifying occult HCC.
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Affiliation(s)
- Kathryn McGillen
- Penn State Health Milton S Hershey Medical Center, Department of Radiology, 500 University Drive, Hershey, PA 17033, USA
| | - Nabeal Aljabban
- Penn State Health Milton S Hershey Medical Center, Department of Medicine, 500 University Drive, Hershey, PA 17033, USA
| | - Robert Wu
- Rutgers Robert Wood Johnson Medical School, Department of Radiology, MEB #404, 1 Robert Wood Johnson Place, New Brunswick, NJ 08901, USA
| | - Benjamin Shin
- George Washington University Hospital, Department of Radiology, 900 23rd St NW 2nd Floor, Washington DC 20037, USA
| | - Ian Schreibman
- Penn State Health Milton S Hershey Medical Center, Department of Medicine, 500 University Drive, Hershey, PA 17033, USA
| | - Franklin Luke
- Penn State Health Milton S Hershey Medical Center, Department of Radiology, 500 University Drive, Hershey, PA 17033, USA
| | - James Birkholz
- Penn State Health Milton S Hershey Medical Center, Department of Radiology, 500 University Drive, Hershey, PA 17033, USA
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22
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Merrill CD, Samuel AS, Barr RG, Wilson SR. Focal liver lesions in the setting of chronic liver disease. MULTIPARAMETRIC ULTRASOUND FOR THE ASSESSMENT OF DIFFUSE LIVER DISEASE 2024:213-236. [DOI: 10.1016/b978-0-323-87479-3.00022-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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23
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Huang H, Li CQ, He DN, Ruan SM, Li MD, Cheng MQ, Lu MD, Kuang M, Wang W, Wang Y, Chen LD. Surveillance for malignant progression of LI-RADS version 2017 category 3/4 nodules using contrast-enhanced ultrasound. Eur Radiol 2023; 33:9336-9346. [PMID: 37405501 DOI: 10.1007/s00330-023-09811-w] [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: 12/13/2022] [Revised: 03/21/2023] [Accepted: 03/27/2023] [Indexed: 07/06/2023]
Abstract
OBJECTIVES To identify the risk factors for predicting the malignant progression of LR-3/4 observations on the baseline and contrast-enhanced ultrasound (CEUS). METHODS In total, 245 liver nodules assigned to LR-3/4 in 192 patients from January 2010 to December 2016 were followed up by baseline US and CEUS. The differences in the rate and time of progression to hepatocellular carcinoma (HCC) among subcategories (defined as P1-P7) of LR-3/4 in CEUS Liver Imaging Reporting and Data System (LI-RADS) were analyzed. The risk factors to predict progression to HCC were analyzed by univariate and multivariate Cox proportional hazard model analysis. RESULTS A total of 40.3% of LR-3 nodules and 78.9% of LR-4 nodules eventually progressed to HCC. The cumulative incidence of progression was significantly higher for LR-4 than LR-3 (p < 0.001). The rate of progression was 81.2% in nodules with arterial phase hyperenhancement (APHE), 64.7% in nodules with late and mild washout, and 100% in nodules with both characteristics. The overall progression rate and median progression time of subcategory P1 nodules (LR-3a) were lower (38.0% vs. 47.6-100.0%) and later (25.1 months vs. 2.0-16.3 months) than those of other subcategories. The cumulative incidence of progression of LR-3a (P1), LR-3b (P2/3/4), and LR-4 (P5/6/7) categories were 38.0%, 52.9%, and 78.9%. The risk factors of HCC progression were Visualization score B/C, CEUS characteristics (APHE, washout), LR-4 classification, echo changes, and definite growth. CONCLUSION CEUS is a useful surveillance tool for nodules at risk of HCC. CEUS characteristics, LI-RADS classification, and changes in nodules provide useful information for the progress of LR-3/4 nodules. CLINICAL RELEVANCE STATEMENT CEUS characteristics, LI-RADS classification, and nodule changes provide important predictions for LR-3/4 nodule progression to HCC, which may stratify the risk of malignant progression to provide a more optimized and refined, more cost-effective, and time-efficient management strategy for patients. KEY POINTS • CEUS is a useful surveillance tool for nodules at risk of HCC, CEUS LI-RADS successfully stratified the risks that progress to HCC. • CEUS characteristics, LI-RADS classification, and changes in nodules can provide important information on the progression of LR-3/4 nodules, which may be helpful for a more optimized and refined management strategy.
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Affiliation(s)
- Hui Huang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
| | - Chao-Qun Li
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
- Department of Ultrasound Medicine, West China Xiamen Hospital of Sichuan University, Xiamen, China
| | - Dan-Ni He
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
- Department of Medical Ultrasonics, the Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Si-Min Ruan
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
| | - Ming-de Li
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
| | - Mei-Qing Cheng
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
| | - Ming-de Lu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Ming Kuang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Wei Wang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
| | - Ying Wang
- Department of Medical Ultrasound, the First Affiliated Hospital of Guangzhou Medical University, 151 Yanjiang West Road, Guangzhou, 510120, China.
| | - Li-da Chen
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, the First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China.
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24
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Wen R, Huang F, Lin P, Gao R, Pang J, Wu Y, Yin H, Tang Z, Ma Z, He Y, Yang H. Performance of current versus modified CEUS LI-RADS in the diagnosis of non-hepatocellular carcinoma malignancies. Abdom Radiol (NY) 2023; 48:3688-3695. [PMID: 37726380 DOI: 10.1007/s00261-023-04043-4] [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: 06/18/2023] [Revised: 08/30/2023] [Accepted: 08/31/2023] [Indexed: 09/21/2023]
Abstract
PURPOSE The high proportion of HCC in CEUS LR-M decreases the sensitivity of LR-5 for the diagnosis of HCC. However, when modifying LR-M criteria to further improve the sensitivity of LR-5, it is also important not to compromise the diagnostic performance (especially sensitivity) of LR-M for non-hepatocellular carcinoma malignancies (non-HCCMs). The purpose of this study was to evaluate the diagnostic performance of CEUS LI-RADS (2017 version) for non-HCCMs and to explore the impact of modified CEUS LI-RADS on the diagnostic performance of LR-M. METHODS In this retrospective study, patients with pathologically confirmed non-HCCMs were evaluated. Two radiologists independently interpreted the major CEUS features and categorized the liver lesions. New LR-M criteria were applied: early washout (< 45 s) or marked washout (< 5 min). The sensitivity values of the current and modified CEUS LR-M were assessed and then compared using a paired χ2 test. Cohen's κ was used to compare the inter-reader agreement of the LI-RADS categories. RESULTS A total of 131 non-HCCMs were ultimately selected, including 71 intrahepatic cholangiocarcinomas, 26 combined hepatocellular cholangiocarcinomas, 29 metastases, and 5 other non-HCCMs. The numbers of LR-M, LR-5, LR-4, and LR-3 in liver lesions were 111, 18, 1, and 1, respectively. The inter-reader agreement of the LI-RADS categories for non-HCCMs was 0.59. The sensitivity of the current CEUS LR-M in diagnosing non-HCCMs was 84.7%. By adjusting the early washout time to < 45 s, the sensitivity of LR-M was 80.9%. By adjusting the marked washout time within 5 min, the sensitivity of LR-M was 72.5%. CONCLUSION CEUS LR-M has high sensitivity in diagnosing non-HCCMs. For LR-M nodules with nonrim arterial phase hyperenhancement and early washout, advancing the time of early washout to < 45 s has a minimal impact on the sensitivity of LR-M in diagnosing non-HCCMs compared to the condition of increasing the marked washout within 5 min.
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Affiliation(s)
- Rong Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Fen Huang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Peng Lin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Ruizhi Gao
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Jinshu Pang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Yuquan Wu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Haihui Yin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Zhiping Tang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Zhen Ma
- Department of Medical Ultrasound, Guangxi International Zhuang Medical Hospital, Nanning, Guangxi Zhuangzu, People's Republic of China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuangzu, People's Republic of China.
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25
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Merrill C, Samuel A, Gupta S, Wilson SR. A Novel Technology for Resolution of CEUS Imaging Problems in Patients With High BMI and Fatty Liver. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:2603-2614. [PMID: 37401549 DOI: 10.1002/jum.16296] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 06/06/2023] [Accepted: 06/13/2023] [Indexed: 07/05/2023]
Abstract
OBJECTIVES In high-BMI patients with and without fatty liver, we evaluate performance of a commercially available specially designed ultrasound probe (SDP) for scanning at depth. Greyscale and contrast-enhanced ultrasound (CEUS) capability of SDP for parenchymal assessment and liver mass characterization, emphasizing HCC, is compared with standard curvilinear probes. METHODS This retrospective study included 60 patients. Fifty-five with measured BMI included 46/55 (84%) overweight or obese, and 9/55(16%) in the normal range with severe fatty liver. Fifty-six patients with focal liver abnormality included 37 with a mass and 19 with post-ablative treatment site. Masses included 23 confirmed malignancies, 15 HCC, 4 ICC, and 4 metastases. SDP followed suboptimal ultrasound using a standard probe. Images with varying fat content were compared for depth of penetration on greyscale and ability of CEUS to diagnose tumors. RESULTS SDP showed statistically significant improvement P = <.05 in CEUS penetration for all degrees of fatty liver (mild, moderate, and severe). In malignant tumors, SDP improved detection of lesion washout in the portal venous/late phase (PVP/LP) at depth >10 cm, and in all malignant masses (P < .05). Fifteen confirmed deep HCC showed arterial phase hyperenhancement on standard probe in 10/15 (67%) and 15/15 (100%) on SDP. PVP/LP washout on standard probe was shown in 4/15 (26%) and on SDP, 14/15, (93%). Therefore, 93% of LR-5 tumors were diagnosed with SDP. Removing necessity for biopsy. CONCLUSIONS Metabolic syndrome and obesity challenge ultrasound, especially CEUS. SDP overcame limitations of standard probes for CEUS penetration especially in fatty liver. SDP was optimal for the liver mass characterization by detecting washout.
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Affiliation(s)
- Christina Merrill
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Anna Samuel
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Saransh Gupta
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Stephanie R Wilson
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Medicine, Division of Gastroenterology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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26
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Urhuț MC, Săndulescu LD, Ciocâlteu A, Cazacu SM, Dănoiu S. The Clinical Value of Multimodal Ultrasound for the Differential Diagnosis of Hepatocellular Carcinoma from Other Liver Tumors in Relation to Histopathology. Diagnostics (Basel) 2023; 13:3288. [PMID: 37892109 PMCID: PMC10606610 DOI: 10.3390/diagnostics13203288] [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: 09/03/2023] [Revised: 09/26/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Recent advances in the field of ultrasonography offer promising tools for the evaluation of liver tumors. We aim to assess the value of multimodal ultrasound in differentiating hepatocellular carcinomas (HCCs) from other liver lesions. We prospectively included 66 patients with 72 liver tumors. The histological analysis was the reference standard for the diagnosis of malignant liver lesions, and partially for benign tumors. All liver lesions were assessed by multiparametric ultrasound: standard ultrasound, contrast-enhanced ultrasound (CEUS), the point shear wave elastography (pSWE) using shear wave measurement (SWM) method and real-time tissue elastography (RTE). To diagnose HCCs, CEUS achieved a sensitivity, specificity, accuracy and positive predictive value (PPV) of 69.05%, 92.86%, 78.57% and 93.55%, respectively. The mean shear-wave velocity (Vs) value in HCCs was 1.59 ± 0.29 m/s, which was lower than non-HCC malignancies (p < 0.05). Using a cut-off value of 1.58 m/s, SWM achieved a sensitivity of 54.76%, and 82.35% specificity, for differentiating HCCs from other malignant lesions. The combination of SWM and CEUS showed higher sensitivity (79.55%) compared with each technique alone, while maintaining a high specificity (89.29%). In RTE, most HCCs (61.53%) had a mosaic pattern with dominant blue areas corresponding to type "c" elasticity. Elasticity type "c" was 70.59% predictive for HCCs. In conclusion, combining B-mode ultrasound, CEUS, pSWE and RTE can provide complementary diagnostic information and potentially decrease the requirements for other imaging modalities.
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Affiliation(s)
- Marinela-Cristiana Urhuț
- Department of Gastroenterology, Emergency County Hospital of Craiova, Doctoral School, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania;
| | - Larisa Daniela Săndulescu
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (A.C.); (S.M.C.)
| | - Adriana Ciocâlteu
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (A.C.); (S.M.C.)
| | - Sergiu Marian Cazacu
- Department of Gastroenterology, Research Center of Gastroenterology and Hepatology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania; (A.C.); (S.M.C.)
| | - Suzana Dănoiu
- Department of Pathophysiology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania;
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Huang W, Wen R, Wu Y, Lin P, Guo D, Peng Y, Liu D, Mou M, Chen F, Huang F, Yang H, He Y. Can Modifications of LR-M Criteria Improve the Diagnostic Performance of Contrast-Enhanced Ultrasound LI-RADS for Small Hepatic Lesions up to 3 cm? JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:2403-2413. [PMID: 37269201 DOI: 10.1002/jum.16267] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/21/2023] [Accepted: 05/03/2023] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To assess the diagnostic performance of the contrast-enhanced ultrasound liver imaging reporting and data system (CEUS LI-RADS) version 2017 for small hepatic lesions of ≤3 cm before and after changing the LR-M criteria. METHODS We retrospectively analyzed the CEUS examination of 179 patients who were at high risk of hepatocellular carcinoma (HCC) with focal hepatic lesions ≤3 cm (194 lesions in total) and evaluated the diagnostic capability of the American College of Radiology and modified CEUS LI-RADS algorithms. RESULTS Revision of the early washout time to 45 seconds increased the sensitivity of LR-5 in predicting HCC (P = .004), with no significant decrease in specificity (P = .118). It also made better the specificity of LR-M in predicting non-HCC malignancies (P = .001), with no significant decrease in sensitivity (P = .094). However, using within 3 minutes as the criterion for marked washout time improved the LR-5 sensitivity (P < .001) but decreased its specificity (P = .009) in predicting HCC, whereas the specificity of LR-M in predicting non-HCC malignancies increased (P < .001), but the sensitivity decreased (P = .027). CONCLUSIONS CEUS LI-RADS (v2017) is a valid method for predicting HCC risk in high-risk patients. The diagnostic performance of LR-5 and LR-M could boost when the early washout time is revised to 45 seconds.
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Affiliation(s)
- Weiche Huang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Rong Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yuquan Wu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Peng Lin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Danxia Guo
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yuye Peng
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Dun Liu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Meiyan Mou
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Fenghuan Chen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Fen Huang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Kang HJ, Lee JM, Kim SW. Sonazoid-enhanced ultrasonography for noninvasive imaging diagnosis of hepatocellular carcinoma: special emphasis on the 2022 KLCA-NCC guideline. Ultrasonography 2023; 42:479-489. [PMID: 37423603 PMCID: PMC10555687 DOI: 10.14366/usg.23051] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/02/2023] [Accepted: 06/09/2023] [Indexed: 07/11/2023] Open
Abstract
Contrast-enhanced ultrasonography (CEUS) is a noninvasive imaging modality used to diagnose hepatocellular carcinoma (HCC) based on specific imaging features, without the need for pathologic confirmation. Two types of ultrasound contrast agents are commercially available: pure intravascular agents (such as SonoVue) and Kupffer agents (such as Sonazoid). Major guidelines recognize CEUS as a reliable imaging method for HCC diagnosis, although they differ depending on the contrast agents used. The Korean Liver Cancer Association-National Cancer Center guideline includes CEUS with either SonoVue or Sonazoid as a second-line diagnostic technique. However, Sonazoid-enhanced ultrasound is associated with several unresolved issues. This review provides a comparative overview of these contrast agents regarding pharmacokinetic features, examination protocols, diagnostic criteria for HCC, and potential applications in the HCC diagnostic algorithm.
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Affiliation(s)
- Hyo-Jin Kang
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
- Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea
| | - Se Woo Kim
- Department of Radiology, Armed Forces Daejeon Hospital, Daejeon, Korea
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Wen R, Huang W, Song R, Qin L, Wu Y, Peng Y, Huang X, He Y, Yang H. Differences between CEUS LI-RADS and CECT LI-RADS in the diagnosis of focal liver lesions in patients at risk for HCC. BMC Med Imaging 2023; 23:122. [PMID: 37697248 PMCID: PMC10496202 DOI: 10.1186/s12880-023-01088-1] [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: 05/03/2023] [Accepted: 08/22/2023] [Indexed: 09/13/2023] Open
Abstract
OBJECTIVES To compare the inter-modality consistency and diagnostic performances of the contrast-enhanced ultrasound (CEUS) Liver Imaging Reporting and Data System (LI-RADS) and contrast-enhanced computed tomography (CECT) LI-RADS in patients at risk for hepatocellular carcinoma (HCC), so as to help clinicians to select a more appropriate modality to follow the focal liver lesions (FLLs). METHODS This retrospective study included untreated 277 FLLs from 247 patients who underwent both CEUS and CECT within 1 month. The ultrasound contrast medium used was SonoVue. FLL categories were independently assigned by two ultrasound physicians and two radiologists using CEUS LI-RADS v2017 and CECT LI-RADS v2018, respectively. The diagnostic performances of CEUS and CECT LI-RADS were evaluated using sensitivity, specificity, positive predictive value (PPV), and negative predictive value. Cohen's Kappa was employed to evaluate the concordance of the LI-RADS category. RESULTS The inter-modality consistency for CEUS and CECT LI-RADS was 0.31 (p < 0.001). HCC was more frequently observed in CECT LR-3 and LR-4 hepatic lesions than in CEUS (7.3% vs. 19.5%, p < 0.001). The specificity and PPV of CEUS and CECT LR-5 for the diagnosis of HCC were 89.5%, 95.0%, and 82.5%, 94.4%, respectively. The sensitivity of CEUS LR-5 + LR-M for the diagnosis of hepatic malignancies was higher than that of CECT (93.7% vs. 82.7%, p < 0.001). The specificity and PPV of CEUS LR-M for the diagnosis of non-HCC malignancies were lower than those of CECT (59.7% vs. 95.5%, p < 0.001; 23.4% vs. 70.3%, p < 0.001). CONCLUSIONS The inter-modality consistency between the CEUS and CECT LI-RADS categories is fair. CEUS LI-RADS was more sensitive than CECT LI-RADS in terms of identifying hepatic malignancies, but weaker in terms of separating HCC from non-HCC malignancies.
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Affiliation(s)
- Rong Wen
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Weiche Huang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Rui Song
- Department of Radiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Lanhui Qin
- Department of Radiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yuquan Wu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yuting Peng
- Department of Medical Ultrasound, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xiongyan Huang
- Department of Pathology, The Affiliated Minzu Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.
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Zheng R, Zhang X, Liu B, Zhang Y, Shen H, Xie X, Li S, Huang G. Comparison of non-radiomics imaging features and radiomics models based on contrast-enhanced ultrasound and Gd-EOB-DTPA-enhanced MRI for predicting microvascular invasion in hepatocellular carcinoma within 5 cm. Eur Radiol 2023; 33:6462-6472. [PMID: 37338553 DOI: 10.1007/s00330-023-09789-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 03/15/2023] [Accepted: 03/30/2023] [Indexed: 06/21/2023]
Abstract
OBJECTIVES The purpose of this study is to establish microvascular invasion (MVI) prediction models based on preoperative contrast-enhanced ultrasound (CEUS) and ethoxybenzyl-enhanced magnetic resonance imaging (EOB-MRI) in patients with a single hepatocellular carcinoma (HCC) ≤ 5 cm. METHODS Patients with a single HCC ≤ 5 cm and accepting CEUS and EOB-MRI before surgery were enrolled in this study. Totally, 85 patients were randomly divided into the training and validation cohorts in a ratio of 7:3. Non-radiomics imaging features, the CEUS and EOB-MRI radiomics scores were extracted from the arterial phase, portal phase and delayed phase images of CEUS and the hepatobiliary phase images of EOB-MRI. Different MVI predicting models based on CEUS and EOB-MRI were constructed and their predictive values were evaluated. RESULTS Since univariate analysis revealed that arterial peritumoral enhancement on the CEUS image, CEUS radiomics score, and EOB-MRI radiomics score were significantly associated with MVI, three prediction models, namely the CEUS model, the EOB-MRI model, and the CEUS-EOB model, were developed. In the validation cohort, the areas under the receiver operating characteristic curve of the CEUS model, the EOB-MRI model, and the CEUS-EOB model were 0.73, 0.79, and 0.86, respectively. CONCLUSIONS Radiomics scores based on CEUS and EOB-MRI, combined with arterial peritumoral enhancement on CEUS, show a satisfying performance of MVI predicting. There was no significant difference in the efficacy of MVI risk evaluation between radiomics models based on CEUS and EOB-MRI in patients with a single HCC ≤ 5 cm. CLINICAL RELEVANCE STATEMENT Radiomics models based on CEUS and EOB-MRI are effective for MVI predicting and conducive to pretreatment decision-making in patients with a single HCC within 5 cm. KEY POINTS • Radiomics scores based on CEUS and EOB-MRI, combined with arterial peritumoral enhancement on CEUS, show a satisfying performance of MVI predicting. • There was no significant difference in the efficacy of MVI risk evaluation between radiomics models based on CEUS and EOB-MRI in patients with a single HCC ≤ 5 cm.
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Affiliation(s)
- Ruiying Zheng
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xiaoer Zhang
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Baoxian Liu
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Yi Zhang
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Hui Shen
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Xiaoyan Xie
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Shurong Li
- Department of Radiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
| | - Guangliang Huang
- Division of Interventional Ultrasound, Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
- Department of Medical Ultrasonics, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Guangxi, China.
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Liu X, Tan SBM, Awiwi MO, Jang HJ, Chernyak V, Fowler KJ, Shaaban AM, Sirlin CB, Furlan A, Marks RM, Elsayes KM. Imaging Findings in Cirrhotic Liver: Pearls and Pitfalls for Diagnosis of Focal Benign and Malignant Lesions. Radiographics 2023; 43:e230043. [PMID: 37651277 DOI: 10.1148/rg.230043] [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: 09/02/2023]
Abstract
Cirrhosis is the end stage of chronic liver disease and causes architectural distortion and perfusional anomalies. It is a major risk factor for developing hepatocellular carcinoma (HCC). Common disease entities in noncirrhotic livers, such as hemangiomas, can be rare in cirrhotic livers, and benign entities such as confluent hepatic fibrosis and focal nodular hyperplasia-like lesions may mimic the appearance of malignancies,. HCC usually has typical imaging characteristics, such as the major features established by the Liver Imaging Reporting and Data System. However, HCC can also have a spectrum of atypical or uncommon appearances, such as cystic HCC, hypovascular HCC, or macroscopic fat-containing HCC. HCCs with certain genetic mutations such as CTNNB-1-mutated HCC can harbor unique imaging features not seen in other types of HCC. In addition, malignancies that are less common than HCC, such as cholangiocarcinoma and metastases, which can be difficult to differentiate, can still occur in cirrhotic livers. Atypical imaging features of benign and malignant lesions can be challenging to accurately diagnose. Therefore, familiarity with these features and an understanding of the prevalence of disease entities in cirrhotic livers are key in the daily practice of radiologists for evaluation of cirrhotic livers. The authors illustrate the typical and atypical features of benign and malignant lesions in cirrhosis and discuss the technical pitfalls and unique advantages associated with various imaging modalities in assessing cirrhotic livers, including noncontrast and contrast-enhanced US, CT, and MRI. Work of the U.S. Government published under an exclusive license with the RSNA. Quiz questions for this article are available in the supplemental material.
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Affiliation(s)
- Xiaoyang Liu
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Stephanie B M Tan
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Muhammad O Awiwi
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Hyun-Jung Jang
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Victoria Chernyak
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Kathryn J Fowler
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Akram M Shaaban
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Claude B Sirlin
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Alessandro Furlan
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Robert M Marks
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
| | - Khaled M Elsayes
- From the Department of Medical Imaging, University of Toronto, University Health Network, 263 McCaul St, 4th Fl, Toronto, ON, Canada M5T 1W7, and Joint Department of Medical Imaging, University Medical Imaging Toronto, University Health Network, Toronto, Ontario, Canada (X.L., S.B.M.T., H.J.J.); Department of Radiology, The University of Texas Health Science Center at Houston, Houston, Tex (M.O.A.); Department of Radiology, Memorial Sloan-Kettering Cancer Center, New York, NY (V.C.); Department of Radiology, University of California San Diego, San Diego, Calif (K.J.F., C.B.S.); Department of Radiology. University of Utah Health, Salt Lake City, Utah (A.M.S.); Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pa (A.F.); Department of Radiology, Naval Medical Center San Diego, San Diego, Calif (R.M.M.); and Department of Diagnostic Radiology, MD Anderson Cancer Center, Houston, Tex (K.M.E.)
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Durham PG, Upadhyay A, Navarro-Becerra JA, Moon RE, Borden MA, Dayton PA, Papadopoulou V. Effect of Anesthetic Carrier Gas on In Vivo Circulation Times of Intravenously Administered Phospholipid Oxygen Microbubbles in Rats. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1861-1866. [PMID: 37246050 DOI: 10.1016/j.ultrasmedbio.2023.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 04/22/2023] [Accepted: 04/26/2023] [Indexed: 05/30/2023]
Abstract
OBJECTIVE For the treatment of tumor hypoxia, microbubbles comprising oxygen as a majority component of the gas core with a stabilizing shell may be used to deliver and release oxygen locally at the tumor site through ultrasound destruction. Previous work has revealed differences in circulation half-life in vivo for perfluorocarbon-filled microbubbles, typically used as ultrasound imaging contrast agents, as a function of anesthetic carrier gas. These differences in circulation time in vivo were likely due to gas diffusion as a function of anesthetic carrier gas, among other variables. This work has motivated studies to evaluate the effect of anesthetic carrier gas on oxygen microbubble circulation dynamics. METHODS Circulation time for oxygen microbubbles was derived from ultrasound image intensity obtained during longitudinal kidney imaging. Studies were constructed for rats anesthetized on inhaled isoflurane with either pure oxygen or medical air as the anesthetic carrier gas. RESULTS Results indicated that oxygen microbubbles were highly visible via contrast-specific imaging. Marked signal enhancement and duration differences were observed between animals breathing air and oxygen. Perhaps counterintuitively, oxygen microbubbles disappeared from circulation significantly faster when the animals were breathing pure oxygen compared with medical air. This may be explained by nitrogen counterdiffusion from blood into the bubble, effectively changing the gas composition of the core, as has been observed in perfluorocarbon core microbubbles. CONCLUSION Our findings suggest that the apparent longevity and persistence of oxygen microbubbles in circulation may not be reflective of oxygen delivery when the animal is anesthetized breathing air.
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Affiliation(s)
- Phillip G Durham
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA; Joint Department of Biomedical Engineering, University of North Carolina and North Carolina State University, Chapel Hill, NC, USA
| | - Awaneesh Upadhyay
- Department of Mechanical Engineering, University of Colorado, Boulder, CO, USA
| | | | - Richard E Moon
- Departments of Anesthesiology and Medicine, Center for Hyperbaric Medicine and Environmental Physiology, Duke University, NC, USA
| | - Mark A Borden
- Department of Mechanical Engineering, University of Colorado, Boulder, CO, USA
| | - Paul A Dayton
- Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA; Joint Department of Biomedical Engineering, University of North Carolina and North Carolina State University, Chapel Hill, NC, USA
| | - Virginie Papadopoulou
- Joint Department of Biomedical Engineering, University of North Carolina and North Carolina State University, Chapel Hill, NC, USA.
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Grant EG. Adding Contrast-enhanced US to O-RADS: A Route to Improved Specificity? Radiology 2023; 308:e231483. [PMID: 37552081 DOI: 10.1148/radiol.231483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/09/2023]
Affiliation(s)
- Edward G Grant
- From the Department of Radiology, University of Southern California Keck School of Medicine, 1500 San Pablo St, Los Angeles, CA 90033
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Shao Y, Dang Y, Cheng Y, Gui Y, Chen X, Chen T, Zeng Y, Tan L, Zhang J, Xiao M, Yan X, Lv K, Zhou Z. Predicting the Efficacy of Neoadjuvant Chemotherapy for Pancreatic Cancer Using Deep Learning of Contrast-Enhanced Ultrasound Videos. Diagnostics (Basel) 2023; 13:2183. [PMID: 37443577 DOI: 10.3390/diagnostics13132183] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/21/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Contrast-enhanced ultrasound (CEUS) is a promising imaging modality in predicting the efficacy of neoadjuvant chemotherapy for pancreatic cancer, a tumor with high mortality. In this study, we proposed a deep-learning-based strategy for analyzing CEUS videos to predict the prognosis of pancreatic cancer neoadjuvant chemotherapy. Pre-trained convolutional neural network (CNN) models were used for binary classification of the chemotherapy as effective or ineffective, with CEUS videos collected before chemotherapy as the model input, and with the efficacy after chemotherapy as the reference standard. We proposed two deep learning models. The first CNN model used videos of ultrasound (US) and CEUS (US+CEUS), while the second CNN model only used videos of selected regions of interest (ROIs) within CEUS (CEUS-ROI). A total of 38 patients with strict restriction of clinical factors were enrolled, with 76 original CEUS videos collected. After data augmentation, 760 and 720 videos were included for the two CNN models, respectively. Seventy-six-fold and 72-fold cross-validations were performed to validate the classification performance of the two CNN models. The areas under the curve were 0.892 and 0.908 for the two models. The accuracy, recall, precision and F1 score were 0.829, 0.759, 0.786, and 0.772 for the first model. Those were 0.864, 0.930, 0.866, and 0.897 for the second model. A total of 38.2% and 40.3% of the original videos could be clearly distinguished by the deep learning models when the naked eye made an inaccurate classification. This study is the first to demonstrate the feasibility and potential of deep learning models based on pre-chemotherapy CEUS videos in predicting the efficacy of neoadjuvant chemotherapy for pancreas cancer.
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Affiliation(s)
- Yuming Shao
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Yingnan Dang
- Department of Biomedical Engineering, Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, China
| | - Yuejuan Cheng
- Department of Medical Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Yang Gui
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Xueqi Chen
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Tianjiao Chen
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Yan Zeng
- Department of Biomedical Engineering, Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, China
| | - Li Tan
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Jing Zhang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Mengsu Xiao
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Xiaoyi Yan
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Ke Lv
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Zhuhuang Zhou
- Department of Biomedical Engineering, Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, China
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Dobek A, Kobierecki M, Ciesielski W, Grząsiak O, Fabisiak A, Stefańczyk L. Usefulness of Contrast-Enhanced Ultrasound in the Differentiation between Hepatocellular Carcinoma and Benign Liver Lesions. Diagnostics (Basel) 2023; 13:2025. [PMID: 37370920 DOI: 10.3390/diagnostics13122025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/07/2023] [Accepted: 06/07/2023] [Indexed: 06/29/2023] Open
Abstract
A differentiation between hepatocellular carcinoma (HCC) and benign liver lesions is required. The aim of the study was to perform an analysis of the time of enhancement of focal liver lesions in a contrast-enhanced ultrasound (CEUS) examination. The curves of enhancement and the homogeneity of the tumor enhancement were assessed. The study included 52 patients with diagnoses of hepatocellular adenoma (18), focal nodular hyperplasia (11) and HCC (28). The study included magnetic resonance imaging or computed tomography and a comparison of the obtained information with CEUS. In the benign lesions groups after 20-30 s, the enhancement was similar to the liver parenchyma. In the HCC group, the enhancement was slightly less intense compared to the liver parenchyma and the benign lesions. The difference of the enhancement in the arterial phase (benign lesions vs. HCC) was p = 0.0452, and the difference of enhancement in the late venous phase (benign lesions vs. HCC) was p = 0.000003. The homogeneity of the enhancement (benign lesions vs. HCC), respectively, was p = 0.001 in the arterial phase, p = 0.0003 in the portal venous phase and p = 0.00000007 in the late venous phase. Liver tumors can be classified as benign when they are homogenous in the arterial phase and don't present washout. HCC in the arterial phase is inhomogeneous and washout is observed in the venous phases. When radiological symptoms suggest malignant lesion, CEUS can be used to select the best biopsy access.
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Affiliation(s)
- Adam Dobek
- Department of Radiology and Diagnostic Imaging, Norbert Barlicki Memorial Teaching Hospital No. 1, Medical University of Lodz, 90-153 Lodz, Poland
| | - Mateusz Kobierecki
- Department of Radiology and Diagnostic Imaging, Norbert Barlicki Memorial Teaching Hospital No. 1, Medical University of Lodz, 90-153 Lodz, Poland
| | - Wojciech Ciesielski
- Department of General Surgery and Transplantology, Norbert Barlicki Memorial Teaching Hospital No. 1, Medical University of Lodz, 90-153 Lodz, Poland
| | - Oliwia Grząsiak
- Department of General Surgery and Transplantology, Norbert Barlicki Memorial Teaching Hospital No. 1, Medical University of Lodz, 90-153 Lodz, Poland
| | - Adam Fabisiak
- Department of Digestive Tract Diseases, Norbert Barlicki Memorial Teaching Hospital No. 1, Medical University of Lodz, 90-153 Lodz, Poland
| | - Ludomir Stefańczyk
- Department of Radiology and Diagnostic Imaging, Norbert Barlicki Memorial Teaching Hospital No. 1, Medical University of Lodz, 90-153 Lodz, Poland
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Jeong WK, Kang HJ, Choi SH, Park MS, Yu MH, Kim B, You MW, Lim S, Cho YS, Lee MW, Hwang JA, Lee JY, Kim JH, Joo I, Bae JS, Kim SY, Chung YE, Kim DH, Lee JM. Diagnosing Hepatocellular Carcinoma Using Sonazoid Contrast-Enhanced Ultrasonography: 2023 Guidelines From the Korean Society of Radiology and the Korean Society of Abdominal Radiology. Korean J Radiol 2023; 24:482-497. [PMID: 37271203 DOI: 10.3348/kjr.2023.0324] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 04/11/2023] [Indexed: 06/06/2023] Open
Abstract
Sonazoid, a second-generation ultrasound contrast agent, was introduced for the diagnosis of hepatic nodules. To clarify the issues with Sonazoid contrast-enhanced ultrasonography for the diagnosis of hepatocellular carcinoma (HCC), the Korean Society of Radiology and Korean Society of Abdominal Radiology collaborated on the guidelines. The guidelines are de novo, evidence-based, and selected using an electronic voting system for consensus. These include imaging protocols, diagnostic criteria for HCC, diagnostic value for lesions that are inconclusive on other imaging results, differentiation from non-HCC malignancies, surveillance of HCC, and treatment response after locoregional and systemic treatment for HCC.
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Affiliation(s)
- Woo Kyoung Jeong
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hyo-Jin Kang
- Department of Radiology and Research Institute of Radiological Science, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Hyun Choi
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Mi-Suk Park
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Mi Hye Yu
- Department of Radiology, Konkuk University Hospital, Konkuk University College of Medicine, Seoul, Korea
| | - Bohyun Kim
- Department of Radiology, Seoul St. Mary Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Myung-Won You
- Department of Radiology, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Korea
| | - Sanghyeok Lim
- Department of Radiology, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Young Seo Cho
- Department of Radiology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Min Woo Lee
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae Young Lee
- Department of Radiology and Research Institute of Radiological Science, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Hoon Kim
- Department of Radiology and Research Institute of Radiological Science, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Ijin Joo
- Department of Radiology and Research Institute of Radiological Science, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jae Seok Bae
- Department of Radiology and Research Institute of Radiological Science, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - So Yeon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Yong Eun Chung
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Dong Hwan Kim
- Department of Radiology, Seoul St. Mary Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jeong Min Lee
- Department of Radiology and Research Institute of Radiological Science, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
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Giustini AB, Ioannou GN, Sirlin C, Loomba R. Review article: Available modalities for screening and imaging diagnosis of hepatocellular carcinoma-Current gaps and challenges. Aliment Pharmacol Ther 2023; 57:1056-1065. [PMID: 37038283 PMCID: PMC10792522 DOI: 10.1111/apt.17506] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/17/2022] [Accepted: 03/24/2023] [Indexed: 04/12/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) incidence and mortality continue to rise worldwide. Society guidelines recommend HCC screening for patients with chronic hepatitis B (CHB) or cirrhosis. Unfortunately, HCC screening rates remain relatively low, and the performance characteristics of current screening modalities are suboptimal. AIM The aim of the study was to discuss the current state of HCC screening and imaging diagnosis utilising standard and emerging imaging modalities in addition to outlining areas of need and ongoing study. METHODS A review of the field was performed combining literature searches and expert opinion. RESULTS The development of the Liver Imaging Reporting and Data System (LI-RADS version 2018) algorithms have advanced and standardised the imaging diagnosis of HCC. While guidelines recommend US for HCC screening, the sensitivity of ultrasound is highly variable for the detection of early-stage HCC with sensitivity reports ranging from 40% to 80%. Biomarker-based scores such as GALAD and alternative imaging modalities such as abbreviated MRI are promising tools to improve HCC early detection. Patients with non-alcoholic fatty liver disease (NAFLD) and patients hepatitis C (HCV) who have achieved sustained virologic response (SVR) can present a clinical dilemma regarding the need for HCC screening. Biomarkers and elastography can aid in identification of individuals at high risk for HCC in these populations. CONCLUSIONS The LI-RADS system has standardised the imaging interpretation and diagnosis of HCC. Work remains regarding screening in special populations and optimization of screening modalities.
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Affiliation(s)
- Abbey Barnard Giustini
- Division of Gastroenterology, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle, Washington, USA
| | - George N. Ioannou
- Division of Gastroenterology, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle, Washington, USA
| | - Claude Sirlin
- Liver Imaging Group, Department of Radiology, University of California at San Diego, La Jolla, California, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, California, USA
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38
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Cekuolis A, Schreiber-Dietrich D, Augustinienė R, Taut H, Squires J, Chaves EL, Dong Y, Dietrich CF. Incidental Findings in Pediatric Patients: How to Manage Liver Incidentaloma in Pediatric Patients. Cancers (Basel) 2023; 15:2360. [PMID: 37190288 PMCID: PMC10137002 DOI: 10.3390/cancers15082360] [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: 02/22/2023] [Revised: 04/11/2023] [Accepted: 04/12/2023] [Indexed: 05/17/2023] Open
Abstract
The World Federation for Ultrasound in Medicine and Biology (WFUMB) is addressing the issue of incidental findings (IFs) with a series of publications entitled "Incidental imaging findings-the role of ultrasound". IFs in the liver of newborns and children are rare and much less commonly encountered than in adults; as a result, they are relatively much more frequently malignant and life-threatening, even when they are of benign histology. Conventional B-mode ultrasound is the well-established first line imaging modality for the assessment of liver pathology in pediatric patients. US technological advances, resulting in image quality improvement, contrast-enhanced ultrasound (CEUS), liver elastography and quantification tools for steatosis have expanded the use of ultrasound technology in daily practice. The following overview is intended to illustrate incidentally detected liver pathology covering all pediatric ages. It aims to aid the examiner in establishing the final diagnosis. Management of incidentally detected focal liver lesions (FLL) needs to take into account the diagnostic accuracy of each imaging modality, the patient's safety issues (including ionizing radiation and nephrotoxic contrast agents), the delay in diagnosis, the psychological burden on the patient and the cost for the healthcare system. Moreover, this paper should help the pediatric clinician and ultrasound practitioner to decide which pathologies need no further investigation, which ones require interval imaging and which cases require further and immediate diagnostic procedures.
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Affiliation(s)
- Andrius Cekuolis
- Ultrasound Section, Department of Pediatric Radiology, Radiology and Nuclear Medicine Centre, Vilnius University Hospital Santaros Klinikos, 08661 Vilnius, Lithuania
| | | | - Rasa Augustinienė
- Ultrasound Section, Department of Pediatric Radiology, Radiology and Nuclear Medicine Centre, Vilnius University Hospital Santaros Klinikos, 08661 Vilnius, Lithuania
| | - Heike Taut
- Children’s Hospital, Universitätsklinikum Dresden, Technische Universität Dresden, 01062 Dresden, Germany
| | - Judy Squires
- Department of Radiology, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Edda L. Chaves
- Radiology Department, Hospital Regional Nicolas Solano, La Chorrera 1007, Panama
| | - Yi Dong
- Department of Ultrasound, Xinhua Hospital affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200092, China
| | - Christoph F. Dietrich
- Department Allgemeine Innere Medizin (DAIM), Kliniken Hirslanden Beau Site, Salem und Permancence, 3013 Bern, Switzerland
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39
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Grazzini G, Chiti G, Zantonelli G, Matteuzzi B, Pradella S, Miele V. Imaging in Hepatocellular Carcinoma: what's new? Semin Ultrasound CT MR 2023; 44:145-161. [PMID: 37245881 DOI: 10.1053/j.sult.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2023]
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40
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Madani SP, Mirza-Aghazadeh-Attari M, Mohseni A, Pawlik T, Kamel IR. Diffuse infiltrative hepatocellular carcinoma: Multimodality imaging manifestations. J Surg Oncol 2023; 127:385-393. [PMID: 36374195 DOI: 10.1002/jso.27138] [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: 10/21/2022] [Accepted: 10/23/2022] [Indexed: 11/16/2022]
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent primary liver cancer, being the third most common cause of cancer-related death globally. HCC most frequently develops in the context of hepatic cirrhosis. HCC can manifest as various morphologic subtypes. Each pattern exhibits distinct behaviors in terms of imaging features, disease progression, response to therapy, and prognosis. While the nodular pattern is the most frequent subtype, infiltrative HCC is the least prevalent and makes up about 8%-20% of all HCC cases. Infiltrative HCC manifests as small tumor nodules that often spread across the entire liver or across a hepatic segment/lobe and is not identified as a focal tumor. On ultrasonography, infiltrative HCC presents as a markedly heterogeneous area with ill-defined echotexture, making it difficult to distinguish from background hepatic cirrhosis. On magnetic resonance imaging (MRI), infiltrating HCC typically manifests as a mild, poorly defined hepatic region with heterogeneous or homogenous aberrant signal intensity. Specifically, on T1-weighted MRI scans, infiltrating HCC frequently appears as largely hypointense and typically homogenous and mildly to moderately hyperintense on T2-weighted imaging. Infiltrative HCC frequently lacks a clearly defined boundary on cross-sectional imaging and can consequently fade into the background of the cirrhotic liver. As a result, infiltrating HCC is frequently not discovered until an advanced stage and has an associated poor prognosis. Thus, understanding imaging features associated with infiltrative HCC diagnosis is crucial for abdominal radiologists to ensure effective and timely care. We herein review imaging characteristics of infiltrative HCC.
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Affiliation(s)
- Seyedeh Panid Madani
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
| | - Mohammad Mirza-Aghazadeh-Attari
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
| | - Alireza Mohseni
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
| | - Timothy Pawlik
- Department of Surgery, Wexner Medical Center, The James Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio, USA
| | - Ihab R Kamel
- Russell H. Morgan Department of Radiology and Radiological Science, School of Medicine, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, Maryland, USA
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41
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Korean Liver Cancer Association (KLCA) and National Cancer Center (NCC) Korea. 2022 KLCA-NCC Korea practice guidelines for the management of hepatocellular carcinoma. JOURNAL OF LIVER CANCER 2023; 23:1-120. [PMID: 37384024 PMCID: PMC10202234 DOI: 10.17998/jlc.2022.11.07] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Accepted: 11/07/2022] [Indexed: 06/30/2023]
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
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Affiliation(s)
- Korean Liver Cancer Association (KLCA) and National Cancer Center (NCC) Korea
- Corresponding author: KLCA-NCC Korea Practice Guideline Revision Committee (KPGRC) (Committee Chair: Joong-Won Park) Center for Liver and Pancreatobiliary Cancer, Division of Gastroenterology, Department of Internal Medicine, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Korea Tel. +82-31-920-1605, Fax: +82-31-920-1520, E-mail:
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42
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Osama MBS, Ajay MBS, Corinne EWMSMBARDMS, Ji-Bin LMD, John REP, Andrej LMDP. Contrast-Enhanced Ultrasound LI-RADS: A Pictorial Review. ADVANCED ULTRASOUND IN DIAGNOSIS AND THERAPY 2023; 7:321. [DOI: 10.37015/audt.2023.230041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025] Open
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43
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Abushamat F, Dietrich CF, Clevert DA, Piscaglia F, Fetzer DT, Meloni MF, Shiehmorteza M, Kono Y. Contrast-Enhanced Ultrasound (CEUS) in the Evaluation of Hemoperitoneum in Patients With Cirrhosis. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:247-253. [PMID: 35579375 DOI: 10.1002/jum.16002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/09/2022] [Accepted: 04/26/2022] [Indexed: 06/15/2023]
Abstract
Hemoperitoneum in cirrhosis is a life-threatening condition that requires emergent evaluation. Contrast-enhanced ultrasound (CEUS) permits multiple dynamic characterizations of abdominal structures through all vascular phases, and contrast extravasation or the presence of microbubbles in the ascites could be a sensitive tool. We reviewed 13 patients with cirrhosis that underwent CEUS due to high suspicion for intra-abdominal bleeding. In 10 cases, CEUS demonstrated extravasation of contrast, including 2 instances where CEUS detected active bleeding despite negative computed tomography. These data support further study of CEUS in direct comparison to other imaging modalities in this clinical context.
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Affiliation(s)
| | | | | | - Fabio Piscaglia
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | | | | | - Yuko Kono
- University of California San Diego, San Diego, CA, USA
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Tews HC, Kandulski A, Schmid S, Schlosser S, Schirner S, Putz FJ, Cosma L, Gülow K, Müller M, Jung EM. Multimodal ultrasound imaging with conventional B-mode, elastography, and parametric analysis of contrast-enhanced ultrasound (CEUS): A novel approach to assess small bowel manifestation in severe COVID-19 disease. Clin Hemorheol Microcirc 2022; 82:341-360. [PMID: 35871323 DOI: 10.3233/ch-221540] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The aim was to describe the small bowel morphology with conventional B-mode and elastography and additionally to evaluate dynamic effects of COVID-19 associated small bowel microvascularization using CEUS with color coded perfusion parameters.Thirteen patients with severe COVID-19 acute respiratory distress syndrome (ARDS) were investigated. 13 patients required intensive care treatment with mechanical ventilation. Five patients required extracorporeal membrane oxygenation (ECMO). Contrast-enhanced ultrasound (CEUS) was performed by an experienced investigator as a bolus injection of up to 2.4 ml sulfur hexafluoride microbubbles via a central venous catheter. In the parametric analysis of CEUS, the flare of microbubbles over time is visualized with colors. This is the first work using parametric analysis of CEUS to detect perfusion differences in the small bowel.Parametric analysis of CEUS in the intestinal phase was carried out, using DICOM loops for 20 seconds. In 5 patients, parametric analysis revealed intraindividual differences in contrast agent behavior in the small bowel region. Analogous to the computed tomography (CT) images parametric analysis showed regions of simultaneous hyper- and hypoperfusion of the small intestine in a subgroup of patients. In 5 patients, the parametric image of transmural global contrast enhancement was visualized.Our results using CEUS to investigate small bowel affection in COVID-19 suggest that in severe COVID-19 ARDS systemic inflammation and concomitant micro embolisms may lead to disruption of the epithelial barrier of the small intestine.This is the first study using parametric analysis of CEUS to evaluate the extent of small bowel involvement in severe COVID-19 disease and to detect microemboli. In summary, we show that in COVID-19 the small bowel may also be an important interaction site. This is in line with the fact that enterocytes have been shown to a plenitude of angiotensin converting enzyme (ACE)-2 receptors as entry sites of the virus.
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Affiliation(s)
- H C Tews
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - A Kandulski
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - S Schmid
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - S Schlosser
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - S Schirner
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - F J Putz
- Department of Nephrology, University Hospital Regensburg, Regensburg, Germany
| | - L Cosma
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - K Gülow
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - M Müller
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology, Rheumatology and Infectious diseases, University Hospital, Regensburg, Germany
| | - E M Jung
- Department of Radiology, University Hospital Regensburg, Regensburg, Germany
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45
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Chen J, Liu D, Wang J, Song W, Ma F. Clinical application of super sensitive microflow ultrasound on the detection of intraplaque neovascularization in patients with atheromatous carotid artery plaque. Clin Hemorheol Microcirc 2022; 82:283-293. [PMID: 35912734 DOI: 10.3233/ch-221510] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Contrast-enhanced ultrasound (CEUS) is a routine technique for detecting intraplaque neovascularization (IPN). However, the invasiveness and complexity of CEUS severely limit its clinical application. This article aims to investigate the application value of AngioPLUS (AP) technique in assessing IPN formation in patients with atheromatous (AS) carotid artery plaque. METHODS Patients diagnosed with carotid artery atherosclerosis combined plaque formation were recruited and their demographic characteristics including serum fasting blood glucose (FBG), triglyceride (TG), and low-density lipoprotein (LDL) were collected. AP was used to scoring intraplaque microvascular flow (IMVF), measuring the thickness and length of the plaque and determining the number of IPN of the plaque. RESULTS IMVF score evaluated by AP was positively correlated with plaque length, thickness, IPN number, serum TG, LDL and FBG levels in patients with carotid atherosclerosis with plaque. The evaluation results of CEUS score and IMVF classification detected by AP of plaques were consistent in patients with carotid atherosclerosis. CONCLUSION IMVF scoring by AP is a promising approach to assess IPN and plaque status in patients with atheromatous carotid artery plaque.
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Affiliation(s)
- Jin Chen
- Department of Geriatrics, the Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Anhui, Hefei, China
| | - Dandan Liu
- Department of Geriatrics, the Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Anhui, Hefei, China
| | - Jing Wang
- Department of Geriatrics, the Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Anhui, Hefei, China
| | - Wanji Song
- Department of Geriatrics, the Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Anhui, Hefei, China
| | - Fang Ma
- Department of Geriatrics, the Second People's Hospital of Hefei, Hefei Hospital Affiliated to Anhui Medical University, Anhui, Hefei, China
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2022 KLCA-NCC Korea Practice Guidelines for the Management of Hepatocellular Carcinoma. Korean J Radiol 2022; 23:1126-1240. [PMID: 36447411 PMCID: PMC9747269 DOI: 10.3348/kjr.2022.0822] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 10/28/2022] [Indexed: 11/18/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
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Möller K, Safai Zadeh E, Görg C, Dong Y, Cui X, Lim A, de Molo C, Serra C, Martín Algíbez A, Berzigotti A, Piscaglia F, Faiss S, Dietrich CF. Focal Liver Lesions other than Hepatocellular Carcinoma in Cirrhosis: Diagnostic Challenges. J Transl Int Med 2022; 10:308-327. [PMID: 36860624 PMCID: PMC9969567 DOI: 10.2478/jtim-2022-0068] [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: 01/15/2023] Open
Abstract
Liver cirrhosis is associated with regenerative nodules and an increased risk of developing hepatocellular carcinoma (HCC). However, other benign and malignant liver lesions may also occur. Differentiating the other lesions from HCC is important for further therapeutic decisions. This review discusses the characteristics of non-HCC liver lesions in cirrhosis and their consequent appearance on contrast-enhanced ultrasonography (CEUS) with consideration of other imaging. Knowledge of this data would be helpful in avoiding misdiagnoses.
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Affiliation(s)
- Kathleen Möller
- SANA Hospital Lichtenberg, Medical Department I/Gastroenterology, Berlin 10365, Germany
| | - Ehsan Safai Zadeh
- Interdisciplinary Center of Ultrasound Diagnostics, University Hospital Giessen and Marburg, Philipps University Marburg, Marburg 35033, Germany
| | - Christian Görg
- Interdisciplinary Center of Ultrasound Diagnostics, University Hospital Giessen and Marburg, Philipps University Marburg, Marburg 35033, Germany
| | - Yi Dong
- Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China
| | - Xinwu Cui
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China
| | - Adrian Lim
- Imperial College London and Healthcare NHS Trust, London NW1 5QH, UK
| | - Chiara de Molo
- Interventional, Diagnostic and Therapeutic Ultrasound Unit, Department of Medical and Surgical Sciences, IRCCS, Azienda Ospedaliero-Universitaria Sant' Orsola Malpighi Hospital, Bologna 40138, Italy
| | - Carla Serra
- Interventional, Diagnostic and Therapeutic Ultrasound Unit, Department of Medical and Surgical Sciences, IRCCS, Azienda Ospedaliero-Universitaria Sant' Orsola Malpighi Hospital, Bologna 40138, Italy
| | - Ana Martín Algíbez
- University Clinic for Visceral Surgery and Medicine, INSELSPITAL, University Hospital of Bern, Bern 3010, Switzerland
| | - Analisa Berzigotti
- University Clinic for Visceral Surgery and Medicine, INSELSPITAL, University Hospital of Bern, Bern 3010, Switzerland
| | - Fabio Piscaglia
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna 40138, Italy
| | - Siegbert Faiss
- SANA Hospital Lichtenberg, Medical Department I/Gastroenterology, Berlin 10365, Germany
| | - Christoph F. Dietrich
- Department of Internal Medicine (DAIM), Hirslanden Private Hospital Beau Site, Salem and Permanence, Bern CH-3013, Switzerland
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2022 KLCA-NCC Korea practice guidelines for the management of hepatocellular carcinoma. Clin Mol Hepatol 2022; 28:583-705. [PMID: 36263666 PMCID: PMC9597235 DOI: 10.3350/cmh.2022.0294] [Citation(s) in RCA: 174] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 01/27/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
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49
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Gu DY, Zhang Y, Hu JX, Qin HY, Lu X, He GB, Shang L. The value of contrast-enhanced ultrasound quantitative parameters in the prognosis prediction of hepatocellular carcinoma after thermal ablation: a retrospective cohort study. J Gastrointest Oncol 2022; 13:2522-2531. [PMID: 36388675 PMCID: PMC9660053 DOI: 10.21037/jgo-22-919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 10/17/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The postoperative recurrence rate is the main factor affecting the prognosis of hepatocellular carcinoma (HCC) patients, this study sought to investigate the value of contrast-enhanced ultrasound (CEUS) quantitative parameters in predicting the recurrence and the survival of HCC patients after thermal ablation. METHODS The data of 97 patients with pathologically diagnosed HCC who underwent thermal ablation were retrospectively included in this study. The patients had an average age of 46.6 years (range, 23-79 years), and 79 were male and 18 were female. CEUS follow-up was performed at 1- and 3-month after thermal ablation, then at 6-month intervals thereafter for 5 years. CEUS was performed before thermal ablation, and the results were analyzed quantitatively using CEUS perfusion software (VueBox®, Bracco, Italy). The ratios of the CEUS quantitative parameters between the HCC lesions and reference liver parenchyma were calculated. The parameters included the average contrast signal intensity (MeanLin), peak enhancement (PE), rising time (RT), fall time (FT), time to peak (TTP), mean transit time (mTT), perfusion index (PI), Wash-in Area Under the Curve (WiAUC), Wash-in Rate (WiR), Wash-in Perfusion Index (WiPI), Wash-out Area Under the Curve (WoAUC), Wash-out Rate (WoR), and WiAUC + WoAUC (WiWoAUC). The correlations between the preoperative CEUS quantitative parameter ratios, the blood laboratory indexes, postoperative recurrence, and survival were analyzed using log-rank tests and a Cox regression model. RESULTS The average follow-up duration period was 79 months (range, 5-145 months). The average recurrence time after ablation was 1-127 months, and the median disease-free survival time was 21 months. The 1-, 3- and 5-year survival rates were 96.9%, 92.3%, and 80.6%, respectively. The log-rank tests showed that tumor size, prothrombin time, and WiAUC, WoAUC, and WiWoAUC ratios were predictors of survival, and aspartate aminotransferase was a predictor of recurrence. The Cox regression analysis showed that tumor size [odds ratio (OR): 6.421; 95% CI: 1.434-28.761] and alanine transaminase (OR: 0.88; 95% CI: 0.010-0.742) were predictors of a poor prognosis. CONCLUSIONS CEUS quantitative parameters before thermal ablation and blood laboratory indexes provide potential clinical value for predicting the postoperative recurrence and survival of HCC patients.
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Affiliation(s)
- Dong-Yue Gu
- Department of Ultrasound Medicine, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Yue Zhang
- Department of Ultrasound Medicine, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Jing-Xi Hu
- Department of Ultrasound Medicine, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Hai-Ying Qin
- Department of Ultrasound Medicine, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Xiao Lu
- Department of Ultrasound Medicine, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Guang-Bin He
- Department of Ultrasound Medicine, Xijing Hospital, The Fourth Military Medical University, Xi’an, China
| | - Lei Shang
- Department of Prevention, The Fourth Military Medical University, Xi’an, China
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50
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Chen S, Qiu YJ, Zuo D, Shi SN, Wang WP, Dong Y. Imaging Features of Hepatocellular Carcinoma in the Non-Cirrhotic Liver with Sonazoid-Enhanced Contrast-Enhanced Ultrasound. Diagnostics (Basel) 2022; 12:2272. [PMID: 36291962 PMCID: PMC9601233 DOI: 10.3390/diagnostics12102272] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 09/16/2022] [Accepted: 09/16/2022] [Indexed: 11/27/2022] Open
Abstract
PURPOSE To investigate the Sonazoid-enhanced contrast-enhanced ultrasound (CEUS) features of hepatocellular carcinoma (HCC) in a non-cirrhosis liver background, in comparison to those in liver cirrhosis. METHODS In this retrospective study, 19 patients with surgery and histopathologically proven HCC lesions in non-cirrhosis liver background were included regarding Sonazoid-enhanced CEUS characteristics. Two radiologists evaluated the CEUS features of HCC lesions according to the WFUMB (World Federation of Societies for Ultrasound in Medicine and Biology) guidelines criteria. Thirty-six patients with HCC lesions in liver cirrhosis were included as a control group. Final diagnoses were confirmed by surgery and histopathological results. RESULTS Liver background of the non-cirrhosis group including normal liver (n = 7), liver fibrosis (n = 11), and alcoholic liver disease (n = 1). The mean size of non-cirrhosis HCC lesions was 60.8 ± 46.8 mm (ranging from 25 to 219 mm). During the arterial phase of Sonazoid-enhanced CEUS, most HCCs in non-cirrhotic liver (94.7%, 18/19) and in cirrhotic liver (83.3%, 30/36) presented non-rim hyperenhancement. During the portal venous phase, HCC lesions in the non-cirrhosis liver group showed relatively early washout (68.4%, 13/19) (p = 0.090). Meanwhile, HCC lesions in liver cirrhosis background showed isoenhancement (55.6%, 20/36). All lesions in the non-cirrhotic liver group showed hypoenhancement in the late phase and the Kupffer phase (100%, 19/19). Five cases of HCC lesions in liver cirrhosis showed isoenhancement during the late phase and hypoenhancement during the Kupffer phase (13.9%, 5/36). The rest of the cirrhotic HCC lesions showed hypoenhancement during the late phase and the Kupffer phase (86.1%, 31/36). Additional hypoenhanced lesions were detected in three patients in the non-cirrhosis liver group and eight patients in the liver cirrhosis group (mean size: 13.0 ± 5.6 mm), which were also suspected to be HCC lesions. CONCLUSIONS Heterogeneous hyperenhancement during the arterial phase as well as relatively early washout are characteristic features of HCC in the non-cirrhotic liver on Sonazoid-enhanced CEUS.
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Affiliation(s)
| | | | | | | | | | - Yi Dong
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai 200032, China
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