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Lovett GC, Schulberg JD, Hamilton AL, Wright EK, Sutherland TR, Ross AL, Kamm MA. Crohn's Disease Stricture Response to Treatment Assessed with Magnetic Resonance Imaging and Intestinal Ultrasound: STRIDENT Randomized Trial. Inflamm Bowel Dis 2025:izaf073. [PMID: 40339148 DOI: 10.1093/ibd/izaf073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Indexed: 05/10/2025]
Abstract
BACKGROUND Transmural healing is emerging as a key treatment target in Crohn's disease. This study aimed to determine the role of magnetic resonance imaging (MRI) and intestinal ultrasound (IUS) in the assessment of the radiologic response of Crohn's disease strictures to treatment. METHODS The STRIDENT (Stricture Definition and Treatment) study was a randomized controlled trial of (2:1) intensive high-dose adalimumab combined with a thiopurine vs standard dose monotherapy adalimumab in patients with stricturing Crohn's disease. Clinical response was defined as a reduction in the Obstructive Symptom Score at 12 months. Intestinal ultrasound was performed at baseline, 4, 8, and 12 months and MRI at baseline and 12 months. This study examines secondary outcomes of stricture resolution and changes in stricture morphology with treatment. RESULTS Of 77 patients, 52 were in the intensive treatment group and 25 in the standard therapy group. Clinical response was achieved in 56 of 77 patients (73%). Complete stricture resolution occurred in 17 patients on IUS (29%) and 16 patients on MRI (22%). Stricture improvement occurred in 23 of 59 patients on IUS (39%) and 24 of 72 patients on MRI (33%). Bowel wall thickness improved at 12 months on both IUS (P < .0001) and MRI (P < .001) and was significantly lower in clinical responders (IUS P = .003) and those with fecal calprotectin < 100 µg/g (IUS P < .001; MRI P = .001). CONCLUSIONS Radiologic severity of Crohn's disease strictures can improve with drug treatment, with complete stricture resolution observed in some. Intestinal ultrasound and MRI are effective modalities for monitoring the treatment response in patients with stricturing Crohn's disease (STRIDENT Drug Therapy Study: NCT03220841).
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Affiliation(s)
- Grace C Lovett
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Julien D Schulberg
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Amy L Hamilton
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Emily K Wright
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Tom R Sutherland
- Department of Radiology, St Vincent's Hospital Melbourne, Melbourne, Australia
| | - Alyson L Ross
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia
| | - Michael A Kamm
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
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2
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Sakai NS, Bray TJ, Taylor SA. Quantitative Magnetic Resonance Imaging (qMRI) of the Small Bowel in Crohn's Disease: State-of-the-Art and Future Directions. J Magn Reson Imaging 2025; 61:1048-1066. [PMID: 38970359 PMCID: PMC11803694 DOI: 10.1002/jmri.29511] [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: 11/29/2023] [Revised: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 07/08/2024] Open
Abstract
Crohn's disease (CD) is a chronic inflammatory disease of the gastrointestinal tract in which repeated episodes of acute inflammation may lead to long-term bowel damage. Cross-sectional imaging is used in conjunction with endoscopy to diagnose and monitor disease and detect complications. Magnetic resonance imaging (MRI) has demonstrable utility in evaluating inflammatory activity. However, subjective interpretation of conventional MR sequences is limited in its ability to fully phenotype the underlying histopathological processes in chronic disease. In particular, conventional MRI can be confounded by the presence of mural fibrosis and muscle hypertrophy, which can mask or sometimes mimic inflammation. Quantitative MRI (qMRI) methods provide a means to better differentiate mural inflammation from fibrosis and improve quantification of these processes. qMRI may also provide more objective measures of disease activity and enable better tailoring of treatment. Here, we review quantitative MRI methods for imaging the small bowel in CD and consider the path to their clinical translation. LEVEL OF EVIDENCE: 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Naomi S. Sakai
- Centre for Medical ImagingUniversity College LondonLondonUK
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3
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Tyrode G, Rivière P, Sebastian S, Poullenot F, Vuitton L, Laharie D. Systematic review: severe endoscopic lesions in inflammatory bowel disease. J Crohns Colitis 2025; 19:jjaf029. [PMID: 39968931 DOI: 10.1093/ecco-jcc/jjaf029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Indexed: 02/20/2025]
Abstract
BACKGROUND Endoscopy and biopsy are the standard tools for the diagnosis of inflammatory bowel disease (IBD) and the assessment of treatment response. Severe endoscopic lesions (SEL) are commonly observed in IBD, but have been poorly described in the literature. The aim of this review is to provide an overview of the current understanding and gaps in knowledge about these lesions. METHODS We performed a systematic review of studies of SEL in patients with IBD. A search was performed in MEDLINE, Embase, and Cochrane CENTRAL databases in July 2024. Studies were eligible if they investigated SEL, its involvement in the disease, its evolution with treatment, and its prognostic implications. RESULTS We found 1172 articles in the Pubmed database and 46 were included. Of the various definitions of SEL used in the literature, most of them are based on the most severe endoscopic items from existing endoscopic scores, but none have been validated. Despite the paucity of literature, the prevalence of SEL is estimated to be 33%-75% in acute severe ulcerative colitis (ASUC) and 22.5%-87% in Crohn's disease (CD). In terms of prognosis, SEL are associated with steroid refractoriness in ASUC and do not affect response to infliximab or ciclosporin. In CD, the response to biologics, especially anti-TNF, is not affected by the presence of SEL. CONCLUSIONS There is currently no validated definition of SEL in IBD. When present, they are associated with steroid failure in the setting of ASUC, but do not affect response to anti-TNF in either CD or ASUC.
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Affiliation(s)
- Gaëlle Tyrode
- Department of Gastroenterology, University Hospital of Besançon, Besançon, France
- CHU de Bordeaux, Hôpital Haut-Lévêque, Service d'Hépato-gastroentérologie et oncologie digestive, Université de Bordeaux, F-33000 Bordeaux, France
| | - Pauline Rivière
- CHU de Bordeaux, Hôpital Haut-Lévêque, Service d'Hépato-gastroentérologie et oncologie digestive, Université de Bordeaux, F-33000 Bordeaux, France
| | - Shaji Sebastian
- IBD Unit, Hull University Teaching Hospitals NHS Trust, Hull, HU3 2JZ, United Kingdom
| | - Florian Poullenot
- CHU de Bordeaux, Hôpital Haut-Lévêque, Service d'Hépato-gastroentérologie et oncologie digestive, Université de Bordeaux, F-33000 Bordeaux, France
| | - Lucine Vuitton
- Department of Gastroenterology, University Hospital of Besançon, Besançon, France
| | - David Laharie
- CHU de Bordeaux, Hôpital Haut-Lévêque, Service d'Hépato-gastroentérologie et oncologie digestive, Université de Bordeaux, F-33000 Bordeaux, France
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Dal Buono A, Faita F, Armuzzi A, Jairath V, Peyrin-Biroulet L, Danese S, Allocca M. Assessment of activity and severity of inflammatory bowel disease in cross-sectional imaging techniques: a systematic review. J Crohns Colitis 2025; 19:jjaf023. [PMID: 39901740 DOI: 10.1093/ecco-jcc/jjaf023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Indexed: 02/05/2025]
Abstract
BACKGROUND AND AIMS Cross-sectional imaging techniques, including intestinal ultrasonography (IUS), computed tomography enterography (CTE), magnetic resonance enterography (MRE), are increasingly used for the evaluation of inflammatory bowel diseases (IBD). We aimed to systematically review literature evidence on the assessment of disease activity, and/or severity through cross-sectional imaging in IBD patients, and to offer guidance on their most effective utilization. METHODS We performed a systematic review of PubMed, EMBASE, and Scopus to identify citations pertaining to the assessment of disease activity and/or severity at cross-sectional imaging techniques compared to a reference standard (ie, other radiological techniques, endoscopy, histopathology, and surgery) in IBD patients published until December 2023. RESULTS Overall, 179 papers published between 1990 and 2023 were included, with a total of 10 988 IBD patients (9304 Crohn's disease [84.7%], 1206 ulcerative colitis [11.0%], 38 IBD-U [0.3%], 440 unspecified [4.0%]). Of the 179 studies, 39 investigated IUS, 22/179 CTE, and 101/179 MRE. In the remaining papers, 2 techniques were addressed together. In 81.6% of the papers, endoscopy (with or without histopathology) was used as a reference standard. All studies included evaluated disease activity, while just over half (100/179, 55.8%) also evaluated disease severity of the addressed cross-sectional methodology. Pooled sensitivity, specificity, and overall accuracy of IUS, MRE, and CTE compared to the reference standard were 60%-99%, 60%-100%, and 70%-99%, respectively. CONCLUSIONS All cross-sectional imaging techniques demonstrated moderate-to-good accuracy in assessing disease activity and severity of IBD. This finding highlights the potential, especially for MRE and IUS to be widely utilized in managing IBD in both clinical practice and clinical trials.
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Affiliation(s)
- Arianna Dal Buono
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Francesco Faita
- Institute of Clinical Physiology, Italian National Research Council, Pisa, Italy
| | - Alessandro Armuzzi
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Vipul Jairath
- Division of Gastroenterology, Department of Medicine, Western University, London, ON, Canada
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology and Inserm NGERE U1256, University Hospital of Nancy, University of Lorraine, Vandoeuvre-lès-Nancy, France
| | - Silvio Danese
- IRCCS Ospedale San Raffaele, Gastroenterology and Endoscopy, Milan, Italy
- University Vita-Salute San Raffaele, Milan, Italy
| | - Mariangela Allocca
- IRCCS Ospedale San Raffaele, Gastroenterology and Endoscopy, Milan, Italy
- University Vita-Salute San Raffaele, Milan, Italy
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Schulberg JD, Hamilton AL, Wright EK, Holt BA, Sutherland TR, Ross AL, Vogrin S, Kamm MA. Repeated endoscopic dilation and needle-knife stricturotomy for Crohn's disease strictures. Gastrointest Endosc 2025; 101:202-206.e4. [PMID: 39343051 DOI: 10.1016/j.gie.2024.09.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 09/18/2024] [Accepted: 09/18/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND AND AIMS Crohn's disease strictures are usually treated by a single endoscopic balloon dilation (EBD). We postulated repeat EBD and needle-knife stricturotomy (NKSt), together with inflammation controlled by intense drug therapy, may be more effective. METHODS Twenty-one patients with symptomatic strictures were randomized to a single EBD or intensive treatment with 3 balloon dilations 3 weeks apart and/or NKSt. RESULTS Of 21 patients, 2 of 5 (40%) undergoing a single EBD and 12 of 16 (72%) undergoing intensive treatment had symptom improvement (odds ratio, 4.49; 95% confidence interval, .54-37.4; P = .164). Eleven patients received >1 EBD without NKSt and 5 underwent ≥1 NKSt. NKSt-treated patients and those with concurrent intensified drug treatment had the best outcomes. CONCLUSIONS Treatment for Crohn's disease strictures with repeat dilations or stricturotomy is feasible and safe and may improve stricture outcomes. Concurrent intensified drug treatment to eliminate inflammation is also associated with improved outcomes. (Clinical trial registration number: NCT03222011.).
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Affiliation(s)
- Julien D Schulberg
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Amy L Hamilton
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Emily K Wright
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Bronte A Holt
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Tom R Sutherland
- Department of Radiology, St Vincent's Hospital, Melbourne, Victoria, Australia
| | - Alyson L Ross
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Victoria, Australia
| | - Sara Vogrin
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Michael A Kamm
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Victoria, Australia; Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
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Meshaka R, Fitzke HE, Barber J, Jones K, Taylor SA, Watson TA. Quantified small bowel motility assessment on magnetic resonance enterography in paediatric inflammatory bowel disease - does it reflect clinical response? Pediatr Radiol 2024; 54:2210-2219. [PMID: 39560731 DOI: 10.1007/s00247-024-06097-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/29/2024] [Accepted: 10/30/2024] [Indexed: 11/20/2024]
Abstract
BACKGROUND Quantified small bowel motility assessment using cine magnetic resonance enterography (MRE) has shown promise as a biomarker in adult inflammatory bowel disease. Whether quantified motility corresponds to treatment response in paediatric inflammatory bowel disease is unknown. OBJECTIVE To test whether changes in motility reflect response. MATERIALS AND METHODS Local ethics approval was granted for this single-institution, retrospective study. All children < 18 years with confirmed inflammatory bowel disease, who had more than one MRE between Jan 2011-Jan 2022, were included. Simplified MaRIA (sMaRIA) and motility index (quantified motility) at all terminal ileum and diseased non-terminal ileum segments were independently assessed by two radiologists each with ≥ 9 years' experience. Change in (Δ) motility index was compared to clinical (gastroenterologist physician's global assessment) and consensus radiological reference standard (response = decrease in sMaRIA of more than or equal to 2 points) in responders versus non-responders using the Mann-Whitney test. Sensitivity and specificity of Δ motility index more than zero were compared to decrease in sMaRIA of 2 or more points for identifying clinical response. RESULTS Of 64 children aged 5-16, 21 out of 64 (33%) were responders, 37 out of 64 (58%) were non-responders and 6 out of 64 (9%) had inactive disease according to clinical reference standard. Δ Motility index by both radiologists was higher in responders (+ 16, + 39) than non-responders (-43, -44), P = 0.04, P = 0.01 each radiologist, respectively. Motility index was more sensitive (57% versus 24%), but less specific (67% versus 93%) than sMaRIA in identifying clinical response. CONCLUSION Motility index on cine MRE corresponds to clinical response, and is more sensitive at detecting response compared to sMaRIA in paediatric inflammatory bowel disease.
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Affiliation(s)
- Riwa Meshaka
- Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK.
| | | | - Joy Barber
- St George's University Hospitals NHS Foundation Trust, London, UK
| | - Kelsey Jones
- Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK
| | | | - Tom A Watson
- Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK
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Maino C, Mariani I, Drago SG, Franco PN, Giandola TP, Donati F, Boraschi P, Ippolito D. Computed Tomography and Magnetic Resonance Enterography: From Protocols to Diagnosis. Diagnostics (Basel) 2024; 14:2584. [PMID: 39594251 PMCID: PMC11592478 DOI: 10.3390/diagnostics14222584] [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: 10/22/2024] [Revised: 11/14/2024] [Accepted: 11/15/2024] [Indexed: 11/28/2024] Open
Abstract
Both Magnetic Resonance Enterography (MRE) and Computed Tomography Enterography (CTE) are crucial imaging modalities in the diagnosis and treatment of inflammatory bowel disease (IBD). CTE is often used in acute scenarios, such as when complications (such as abscesses, perforations, or bowel obstructions) are suspected. It can also help determine the degree and extent of pathological processes. Although CTE is rapid, generally accessible, and offers precise images that are useful in emergencies, it does expose patients to ionizing radiation. Nevertheless, MRE is very useful in assessing perianal illness and the small intestine, and it is frequently used in patients who need repeated follow-ups or are pregnant to minimize radiation exposure. Moreover, MRE can demonstrate oedema, fistulas, abscesses, and the thickening of the bowel wall. In addition, MRE offers superior soft tissue contrast resolution without ionizing radiation, which helps identify complications such as fistulas and abscesses. With their respective advantages and disadvantages, both approaches play essential roles in assessing IBD. The primary goal of this review is to provide an overview of the technical specifications, benefits, drawbacks, and imaging findings of CTE and MRE.
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Affiliation(s)
- Cesare Maino
- Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (I.M.); (S.G.D.); (P.N.F.); (T.P.G.); (D.I.)
| | - Ilaria Mariani
- Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (I.M.); (S.G.D.); (P.N.F.); (T.P.G.); (D.I.)
| | - Silvia Girolama Drago
- Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (I.M.); (S.G.D.); (P.N.F.); (T.P.G.); (D.I.)
| | - Paolo Niccolò Franco
- Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (I.M.); (S.G.D.); (P.N.F.); (T.P.G.); (D.I.)
| | - Teresa Paola Giandola
- Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (I.M.); (S.G.D.); (P.N.F.); (T.P.G.); (D.I.)
| | - Francescamaria Donati
- 2nd Unit of Radiology, Department of Radiological Nuclear and Laboratory Medicine, Pisa University Hospital, Via Paradisa 2, 56124 Pisa, Italy; (F.D.); (P.B.)
| | - Piero Boraschi
- 2nd Unit of Radiology, Department of Radiological Nuclear and Laboratory Medicine, Pisa University Hospital, Via Paradisa 2, 56124 Pisa, Italy; (F.D.); (P.B.)
| | - Davide Ippolito
- Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy; (I.M.); (S.G.D.); (P.N.F.); (T.P.G.); (D.I.)
- School of Medicine, University of Milano Bicocca, Via Cadore 33, 20090 Monza, Italy
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8
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Poulsen A, Ovesen PD, Lu C, Bettenworth D, Jairath V, Feagan BG, Seidelin JB, Rieder F. Serum Extracellular Matrix Molecules and Their Fragments as Biomarkers of Inflammation and Fibrosis in Inflammatory Bowel Diseases: A Systematic Review. J Crohns Colitis 2024; 18:1894-1934. [PMID: 38758527 DOI: 10.1093/ecco-jcc/jjae077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 05/04/2024] [Accepted: 05/16/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND AND AIM Contemporary techniques to assess disease activity or bowel damage in patients with inflammatory bowel disease [IBD], such as endoscopy and imaging, are either invasive or lack accuracy. Non-invasive biomarkers for this purpose remain an unmet medical need. Herein, we provide a comprehensive systematic review of studies evaluating blood extracellular matrix [ECM] biomarkers and their relevance in IBD. METHODS We conducted a systematic review of PubMed, EMBASE, Web of Science, and Scopus to identify citations pertaining to ECM biomarkers of IBD up to March 1, 2024. Studies were categorized based on marker subtype and clinical use. RESULTS Thirty-one ECM markers were identified, 28 of which demonstrated the ability to differentiate IBD disease activity. Collagen III emerged as the most extensively investigated [1212 IBD patients], with the degradation marker C3M and deposition marker PRO-C3 being associated with IBD and subtypes. Collagen V markers C5M and PRO-C5 emerged as the most accurate single markers for diagnosis of IBD, with an area under the curve of 0.91 and 0.93, respectively. Overall, studies were characterized by variable endpoints. None of the studies included histological grading of intestinal damage, repair, or fibrosis formation as the primary outcome in relation to the ECM blood markers. CONCLUSIONS Multiple ECM markers are linked with IBD and its phenotypes. However, more rigorous study designs and clearly defined endpoints are needed to ensure reproducibility and develop reliable and accurate biomarkers. ECM markers hold promise as they provide a 'window' into transmural tissue remodelling and fibrosis burden, warranting further investigation.
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Affiliation(s)
- Anja Poulsen
- Digestive Disease Center, Bispebjerg Hospital, University of Copenhagen, Copenhagen NV, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Pernille Dige Ovesen
- Department of Gastroenterology, Herlev Hospital, University of Copenhagen, Herlev, Denmark
| | - Cathy Lu
- Division of Gastroenterology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Dominik Bettenworth
- Medical Faculty, University of Münster, Münster, Germany
- CED Schwerpunktpraxis, Münster, Germany
| | - Vipul Jairath
- Division of Gastroenterology, Department of Medicine, Western University, London, ON N6A 3K7, Canada
- Department of Epidemiology and Biostatistics, Western University, London, ON N6A, Canada
| | - Brian G Feagan
- Division of Gastroenterology, Department of Medicine, Western University, London, ON N6A 3K7, Canada
- Department of Epidemiology and Biostatistics, Western University, London, ON N6A, Canada
- Alimentiv Inc, London, ON N6A 5B6, Canada
| | - Jakob Benedict Seidelin
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Gastroenterology, Herlev Hospital, University of Copenhagen, Herlev, Denmark
| | - Florian Rieder
- Department of Inflammation and Immunity, Lerner Research Institute; Department of Gastroenterology, Hepatology and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
- Program for Global Translational Inflammatory Bowel Diseases, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
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9
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Brodersen JB, Rafaelsen SR, Juel MA, Knudsen T, Kjeldsen J, Jensen MD. Assessment of Treatment Response in Known Crohn's Disease-A Prospective Blinded Study Comparing the Diagnostic Accuracy of Intestinal Ultrasound, Magnetic Resonance Enterocolonography, Panenteric Capsule Endoscopy, and Fecal Calprotectin. Inflamm Bowel Dis 2024:izae254. [PMID: 39495122 DOI: 10.1093/ibd/izae254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND Minimally invasive modalities may replace ileocolonoscopy (IC) in the follow-up of Crohn's disease (CD). The aim of this study was to evaluate intestinal ultrasound (IUS), magnetic resonance enterocolonography (MREC), panenteric capsule endoscopy (PCE), and fecal calprotectin (FC) for determining response to medical treatment in patients with ileocolonic CD. METHODS This prospective, blinded, multicenter study included patients with endoscopically active CD. Patients were scheduled for IC, MREC, IUS, PCE, and FC before and 12 weeks after treatment with corticosteroids or biological therapy. A ≥50% reduction of the Simple Endoscopic Score for Crohn's Disease (SES-CD) with IC defined treatment response. RESULTS Fifty patients completed the pre- and posttreatment evaluation with IC, and endoscopic response was achieved in 25 (50.0%). PCE was omitted in 12 (24.0%) patients because of stricturing CD. All activity scores decreased in patients achieving endoscopic response: The Simple Ultrasound Score for Crohn's Disease 2.2 vs 6.1 (P < .001), Magnetic Resonance Index of Activity 29.0 vs 37.1 (P = .05), SES-CD with PCE 3.1 vs 12.8 (P < .001), and FC 115.3 vs 1339.9 mg/kg (P < .001). The sensitivity and specificity of IUS, MREC, PCE, and FC were 80.0% (95% CI, 56.3-94.3)/77.8% (95% CI, 52.4-93.6), 65.2% (95% CI, 42.7-83.6)/87.0% (95% CI, 66.4-97.2), 87.5% (95% CI, 61.7-98.4)/86.7% (95% CI, 59.5-98.3), and 90.0% (95% CI, 68.3-98.8)/86.4% (95% CI, 65.1-97.1), respectively. CONCLUSIONS IUS and FC are equally effective for determining treatment response in patients with active CD. PCE is limited by the occurrence of strictures in this group of patients.
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Affiliation(s)
- Jacob Broder Brodersen
- Department of Internal Medicine, Section of Gastroenterology, Esbjerg Hospital - University Hospital of Southern Denmark, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Region of Southern Denmark, Denmark
| | - Søren Rafael Rafaelsen
- Department of Regional Health Research, University of Southern Denmark, Region of Southern Denmark, Denmark
- Department of Radiology, Lillebaelt Hospital - University Hospital of Southern Denmark, Vejle, Denmark
| | - Mie Agerbæk Juel
- Department of Internal Medicine, Section of Gastroenterology, Esbjerg Hospital - University Hospital of Southern Denmark, Esbjerg, Denmark
| | - Torben Knudsen
- Department of Internal Medicine, Section of Gastroenterology, Esbjerg Hospital - University Hospital of Southern Denmark, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Region of Southern Denmark, Denmark
| | - Jens Kjeldsen
- Department of Medical Gastroenterology, Odense University Hospital, Odense, Denmark
- Research Unit of Medical Gastroenterology, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- OPEN Odense Patient data Explorative Network, Odense University Hospital, Odense, Denmark
| | - Michael Dam Jensen
- Department of Internal Medicine, Section of Gastroenterology, Esbjerg Hospital - University Hospital of Southern Denmark, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Region of Southern Denmark, Denmark
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10
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Kim J, Dane B. Evidence-Based Review of Current Cross-Sectional Imaging of Inflammatory Bowel Disease. Radiol Clin North Am 2024; 62:1025-1034. [PMID: 39393848 DOI: 10.1016/j.rcl.2024.05.003] [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
CT and MR enterography are cross-sectional imaging examinations used in the assessment of inflammatory bowel disease. Consistent reporting and standardized nomenclature are important for clear communication with referring clinicians. Enterography has not only been used to depict inflammation in the small bowel, but it has also been used to quantify disease activity, assess distribution of disease, and detect complications including penetrating disease. This article reviews cross-sectional imaging findings in inflammatory bowel disease, including the current literature focusing on small bowel Crohn's disease and ulcerative colitis, with evidence-based guidelines on appropriate protocols and imaging procedures.
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Affiliation(s)
- Jesi Kim
- Department of Radiology, NYU Langone Health, New York, NY 10016, USA; Diagnostic Radiology, NYU Grossman School of Medicine, 660 1st Avenue, New York, NY 10016, USA; Department of Radiology, NYU Langone Health, 660 1st Avenue, New York, NY 10016, USA
| | - Bari Dane
- Department of Radiology, NYU Langone Health, 660 1st Avenue, New York, NY 10016, USA.
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11
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Palmer A, Towbin AJ, Anton CG, Kocaoglu M, Zhang B, Whaley K, Debnath P, Dillman JR. MR enterography radiologic ulcers in newly diagnosed ileal Crohn disease in children: frequency, inter-radiologist agreement, and clinical correlation. Pediatr Radiol 2024; 54:1842-1849. [PMID: 39292244 PMCID: PMC11473662 DOI: 10.1007/s00247-024-06056-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 09/04/2024] [Accepted: 09/06/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND Radiologic ulcers are increasingly recognized as an imaging finding of bowel wall active inflammation in Crohn disease (CD). OBJECTIVE To determine the frequency of ulcers at MR enterography (MRE) in children with newly diagnosed ileal CD, assess agreement between radiologists, and evaluate if their presence correlates with other imaging and clinical features of intestinal active inflammation. MATERIALS AND METHODS This retrospective study included 108 consecutive pediatric patients (ages 6-18 years) with newly diagnosed ileal CD that underwent clinical MRE prior to treatment initiation between January 2021 and December 2022. MRE examinations were independently reviewed by three pediatric radiologists who indicated the presence vs. absence of ulcers, ulcer severity (categorical depth), and ulcer extent (categorical number of ulcers). Maximum bowel wall thickness and length of disease were measured and averaged across readers. Patient demographics and clinical inflammatory markers were documented from electronic health records. Inter-radiologist agreement was assessed using Fleiss' kappa (k) statistics. Student's t-test was used to compare continuous variables. RESULTS Mean patient age was 13.9 years (67 [62%] boys). Radiologic ulcers were recorded in 64/108 (59.3%) cases by reader 1, 70/108 (64.8%) cases by reader 2, and 49/108 (45.4%) cases by reader 3 (k = 0.36). Based on majority consensus, radiologic ulcers were present in 60/108 (55.6%) participants. Inter-radiologist agreement for ulcer severity was k = 0.23, while ulcer extent was k = 0.66. There were significant differences in C-reactive protein, erythrocyte sedimentation rate, fecal calprotectin, albumin, maximum bowel wall thickness, and length of disease between patients without and with radiologic ulcers (P < 0.05). The sensitivity and specificity of MRE for detecting endoscopic ulcers were 66.7% (95% CI, 52.1-79.2%) and 69.2% (95% CI, 48.2-85.7%), respectively. CONCLUSION Radiologic ulcers are visible in children with newly diagnosed ileal CD, although inter-radiologist agreement is only fair. The presence of ulcers is associated with clinical laboratory inflammatory markers as well as other MRE findings of disease activity and is an additional imaging finding that can be used to evaluate intestinal inflammation.
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Affiliation(s)
- Andrew Palmer
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Alexander J Towbin
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Christopher G Anton
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Murat Kocaoglu
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Bin Zhang
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Kaitlin Whaley
- Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Pradipta Debnath
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA
| | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229, USA.
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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12
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Álvarez-Cofiño Tuñón A, da Silva Torres M, Fernández Del Valle A, Noriega Menéndez P, Menéndez de Llano Ortega R, González Filgueira P. Contrast agents for MR enterography. RADIOLOGIA 2024; 66 Suppl 2:S89-S97. [PMID: 39603744 DOI: 10.1016/j.rxeng.2024.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 06/03/2024] [Indexed: 11/29/2024]
Abstract
Magnetic resonance enterography is primarily indicated for inflammatory bowel diseases. The study of the gastrointestinal tract using MRI has become feasible due to the emergence of ultrafast sequences with higher spatial resolution and phased-array coils enabling wider fields of view. However, to ensure the quality of the examination, it is essential to have prior preparation with oral or rectal contrast to distend the lumen and improve the definition of the intestinal wall. These contrast agents can be positive, negative or biphasic, depending on the signal intensity they induce in the intestinal lumen. Most commonly used biphasic contrasts agents behave as hyperintense in T2 and hypointense in T1. Achieving a "black" intestinal lumen in 3D T1-weighted sequences with intravenous contrast injection is crucial for mucosal assessment and parietal enhancement. Although more cost-effective and accessible, biphasic agents like PEG and mannitol are relatively discomforting for patients. While negative agents are preferred, they are currently unavailable. The purpose of this article is to review the different types of contrast agents mentioned in the literature and their application in intestinal resonance, analyzing the effects they generate on the image, their possible indications and associated limitations.
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Affiliation(s)
- A Álvarez-Cofiño Tuñón
- Sección de Radiología Abdominal, Servicio de Radiodiagnóstico, Hospital Universitario Central de Asturias (HUCA), Oviedo, Asturias, Spain.
| | - M da Silva Torres
- Sección de Radiología Abdominal, Servicio de Radiodiagnóstico, Hospital Universitario Central de Asturias (HUCA), Oviedo, Asturias, Spain
| | - A Fernández Del Valle
- Sección de Radiología Abdominal, Servicio de Radiodiagnóstico, Hospital Universitario Central de Asturias (HUCA), Oviedo, Asturias, Spain
| | - P Noriega Menéndez
- Sección de Radiología Abdominal, Servicio de Radiodiagnóstico, Hospital Universitario Central de Asturias (HUCA), Oviedo, Asturias, Spain
| | - R Menéndez de Llano Ortega
- Sección de Radiología Abdominal, Servicio de Radiodiagnóstico, Hospital Universitario Central de Asturias (HUCA), Oviedo, Asturias, Spain
| | - P González Filgueira
- Sección de Radiología Abdominal, Servicio de Radiodiagnóstico, Hospital Universitario Central de Asturias (HUCA), Oviedo, Asturias, Spain
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13
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Debnath P, Dillman JR. Quantitative MRI in children with Crohn's disease - where do we stand? Pediatr Radiol 2024; 54:1785-1796. [PMID: 39167186 PMCID: PMC11473599 DOI: 10.1007/s00247-024-06033-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 08/06/2024] [Accepted: 08/09/2024] [Indexed: 08/23/2024]
Abstract
Crohn's disease (CD) is a chronic inflammatory condition that affects the gastrointestinal tract, particularly the ileum and colon. This disease is characterized by recurrent bouts of intestinal inflammation with subsequent bowel wall damage, including scarring (i.e., fibrosis) and abnormal smooth muscle proliferation. MR enterography, an MRI examination tailored to assess the small bowel, is a first-line diagnostic tool for diagnosing CD in children, characterization and monitoring of disease severity and extent, and assessment of disease-related complications. To date, such MRI evaluations have been mostly qualitative, which can adversely impact diagnostic performance and inter-radiologist agreement. Quantitative MRI methods have been shown to aid in the evaluation of a variety of medical conditions and have been increasingly investigated in children and adults with CD. In CD, such objective techniques have been used to assist with diagnosis, assess treatment response, and characterize bowel wall histologic abnormalities. In the current work, we will review quantitative MRI methods for detecting and measuring intestinal active inflammation (MRI-based scoring systems, T1 relaxation mapping, diffusion-weighted imaging, intra-voxel incoherent motion, mesenteric phase contrast), bowel wall damage (magnetization transfer), and motility (quantitative cine imaging) in small bowel CD, with an emphasis on the pediatric population.
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Affiliation(s)
- Pradipta Debnath
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Kasota Building MLC 5031, Cincinnati, OH, 45229, USA
| | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Kasota Building MLC 5031, Cincinnati, OH, 45229, USA.
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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14
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Enchakalody BE, Wasnik AP, Al-Hawary MM, Wang SC, Su GL, Ross B, Stidham RW. Local Assessment and Small Bowel Crohn's Disease Severity Scoring using AI. Acad Radiol 2024; 31:4045-4056. [PMID: 38702212 DOI: 10.1016/j.acra.2024.03.044] [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: 02/02/2024] [Revised: 03/05/2024] [Accepted: 03/30/2024] [Indexed: 05/06/2024]
Abstract
RATIONALE AND OBJECTIVES We present a machine learning and computer vision approach for a localized, automated, and standardized scoring of Crohn's disease (CD) severity in the small bowel, overcoming the current limitations of manual measurements CT enterography (CTE) imaging and qualitative assessments, while also considering the complex anatomy and distribution of the disease. MATERIALS AND METHODS Two radiologists introduced a severity score and evaluated disease severity at 7.5 mm intervals along the curved planar reconstruction of the distal and terminal ileum using 236 CTE scans. A hybrid model, combining deep-learning, 3-D CNN, and Random Forest model, was developed to classify disease severity at each mini-segment. Precision, sensitivity, weighted Cohen's score, and accuracy were evaluated on a 20% hold-out test set. RESULTS The hybrid model achieved precision and sensitivity ranging from 42.4% to 84.1% for various severity categories (normal, mild, moderate, and severe) on the test set. The model's Cohen's score (κ = 0.83) and accuracy (70.7%) were comparable to the inter-observer agreement between experienced radiologists (κ = 0.87, accuracy = 76.3%). The model accurately predicted disease length, correlated with radiologist-reported disease length (r = 0.83), and accurately identified the portion of total ileum containing moderate-to-severe disease with an accuracy of 91.51%. CONCLUSION The proposed automated hybrid model offers a standardized, reproducible, and quantitative local assessment of small bowel CD severity and demonstrates its value in CD severity assessment.
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Affiliation(s)
- Binu E Enchakalody
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan.
| | - Ashish P Wasnik
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan; Department of Radiology, University of Michigan, Ann Arbor, Michigan
| | - Mahmoud M Al-Hawary
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan; Department of Radiology, University of Michigan, Ann Arbor, Michigan; Department of Abdominal Imaging, MD Anderson Cancer Center, Houston, TX
| | - Stewart C Wang
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan
| | - Grace L Su
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan; Department of Internal Medicine, Michigan Medicine, Ann Arbor, Michigan
| | - Brian Ross
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan
| | - Ryan W Stidham
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan; Department of Internal Medicine, Michigan Medicine, Ann Arbor, Michigan; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan
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15
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Kumar S, De Kock I, Blad W, Hare R, Pollok R, Taylor SA. Magnetic Resonance Enterography and Intestinal Ultrasound for the Assessment and Monitoring of Crohn's Disease. J Crohns Colitis 2024; 18:1450-1463. [PMID: 38554104 PMCID: PMC11369078 DOI: 10.1093/ecco-jcc/jjae042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/20/2024] [Indexed: 04/01/2024]
Abstract
Magnetic resonance enterography [MRE] and intestinal ultrasound [IUS] have developed rapidly in the past few decades, emerging as the primary non-invasive options for both diagnosing and monitoring Crohn's disease [CD]. In this review, we evaluate the pertinent data relating to the use of MRE and IUS in CD. We summarise the key imaging features of CD activity, highlight their increasing role in both the clinical and the research settings, and discuss how these modalities fit within the diagnostic pathway. We discuss how they can be used to assess disease activity and treatment responsiveness, including the emergence of activity scores for standardised reporting. Additionally, we address areas of controversy such as the use of contrast agents, the role of diffusion-weighted imaging, and point-of-care ultrasound. We also highlight exciting new developments, including the applications of artificial intelligence. Finally, we provide suggestions for future research priorities.
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Affiliation(s)
- Shankar Kumar
- Centre for Medical Imaging, University College London, London, UK
| | | | - William Blad
- Department of Gastroenterology, University College Hospitals NHS Foundation Trust, London, UK
| | - Richard Hare
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Richard Pollok
- Department of Gastroenterology, St George’s University Hospitals NHS Foundation Trust, London, UK
| | - Stuart A Taylor
- Centre for Medical Imaging, University College London, London, UK
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16
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Li L, Cheng R, Wu Y, Lin H, Gan H, Zhang H. Diagnosis and management of inflammatory bowel disease. J Evid Based Med 2024; 17:409-433. [PMID: 38934234 DOI: 10.1111/jebm.12626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 06/10/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024]
Abstract
Inflammatory bowel disease (IBD) is a chronic and relapsing immune-mediated disease of the gastrointestinal tract with a gradually increasing global incidence and prevalence. A prolonged course of IBD leads to a decline in patient quality of life and the creation of a substantial economic burden on society. Owing to the lack of specific diagnostic markers, the diagnosis of IBD still needs a gold standard based on a combination of clinical manifestations, imaging, laboratory, and endoscopic results. Accordingly, the current goals of IBD treatment are to alleviate clinical symptoms and reduce recurrence rates. Therefore, it is imperative to develop a standard set of procedures to diagnose and treat IBD. In this review, we summarize prominent and emerging studies, outline classical and contemporary approaches to diagnosing and managing IBD, and integrate multiple guidelines. Furthermore, we propose the possibility of establishing an early and comprehensive diagnostic workflow and personalized management strategy in the future. We aim to enhance the quality and standardization of diagnostic and treatment procedures for IBD.
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Affiliation(s)
- Lili Li
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Rui Cheng
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Yushan Wu
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Hao Lin
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Huatian Gan
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- The Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Hu Zhang
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
- Centre for Inflammatory Bowel Disease, West China Hospital, Sichuan University, Chengdu, China
- Lab of Inflammatory Bowel Disease, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
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17
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Fernández-Clotet A, Ordás I, Masamunt MC, Caballol B, Rodríguez S, Gallego M, Barastegui R, Saavedra AC, Panés J, Ricart E, Rimola J. Magnetic resonance enterography findings 46 weeks after initiation of biological therapy predict long-term adverse outcomes in Crohn's disease. Aliment Pharmacol Ther 2024; 59:1435-1445. [PMID: 38650481 DOI: 10.1111/apt.17968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/11/2024] [Accepted: 03/13/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND AIMS Magnetic resonance enterography (MRE) depicts transmural changes in response to biological treatment for Crohn's disease (CD); however, the long-term prognostic significance of these findings is unknown. The primary objective of this study was to identify findings on MRE 46 weeks after initiating biological treatment that predict adverse long-term outcomes. METHODS Patients with CD underwent MRE 46 weeks after initiating biological treatment and were prospectively followed for 2 years. A logistic regression analysis was performed to assess the prognostic value of different radiologic findings for various predefined adverse outcomes. RESULTS Of the 89 patients included, 46 (51.7%) had ≥1 adverse outcome during follow-up: 40 (44.9%) had clinical recurrence; 18 (20.2%) required surgery, 8 (9%) endoscopic balloon dilation, 12 (13.5%) hospitalization and 7 (7.8%) required corticosteroids. In the multivariate analysis, persistence of severe lesions (MaRIA ≥11) in any intestinal segment was associated with an increased risk of surgery [OR 11.6 (1.5-92.4)], of surgery and/or endoscopic balloon dilation [OR 6.3 (1.3-30.2)], and of clinical relapse [OR 4.6 (1.6-13.9)]. Penetrating lesions were associated with surgery [OR 3.4 (1.2-9.9)]. Creeping fat with hospitalization [OR 5.1 (1.1-25.0)] and corticosteroids requirement [OR 16.0 (1.2-210.0)]. The presence of complications (stricturing and/or penetrating lesions) was associated with having ≥1 adverse outcome [OR 3.35 (1.3-8.5)]. CONCLUSION MRE findings at week-46 after initiating biological therapy can predict long-term adverse outcomes in CD. Therapeutic intervention may be required in patients with persistence of severe inflammatory lesions, CD-associated complications, or creeping fat.
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Affiliation(s)
- Agnès Fernández-Clotet
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Ingrid Ordás
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Maria Carme Masamunt
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Berta Caballol
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Sonia Rodríguez
- IBD Unit, Radiology Department, Hospital Clinic de Barcelona, Barcelona, Spain
| | - Marta Gallego
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
| | - Rebeca Barastegui
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
| | | | - Julián Panés
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Elena Ricart
- IBD Unit, Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Jordi Rimola
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- IBD Unit, Radiology Department, Hospital Clinic de Barcelona, Barcelona, Spain
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18
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Li J, Xie G, Tang W, Zhang L, Zhang Y, Zhang L, Wang D, Li K. Establishing a machine learning model based on dual-energy CT enterography to evaluate Crohn's disease activity. Insights Imaging 2024; 15:115. [PMID: 38735018 PMCID: PMC11089021 DOI: 10.1186/s13244-024-01703-x] [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: 11/17/2023] [Accepted: 04/20/2024] [Indexed: 05/13/2024] Open
Abstract
OBJECTIVES The simplified endoscopic score of Crohn's disease (SES-CD) is the gold standard for quantitatively evaluating Crohn's disease (CD) activity but is invasive. This study aimed to develop and validate a machine learning (ML) model based on dual-energy CT enterography (DECTE) to noninvasively evaluate CD activity. METHODS We evaluated the activity in 202 bowel segments of 46 CD patients according to the SES-CD score and divided the segments randomly into training set and testing set at a ratio of 7:3. Least absolute shrinkage and selection operator (LASSO) was used for feature selection, and three models based on significant parameters were established based on logistic regression. Model performance was evaluated using receiver operating characteristic (ROC), calibration, and clinical decision curves. RESULTS There were 110 active and 92 inactive bowel segments. In univariate analysis, the slope of spectral curve in the venous phases (λHU-V) has the best diagnostic performance, with an area under the ROC curve (AUC) of 0.81 and an optimal threshold of 1.975. In the testing set, the AUC of the three models established by the 7 variables to differentiate CD activity was 0.81-0.87 (DeLong test p value was 0.071-0.766, p > 0.05), and the combined model had the highest AUC of 0.87 (95% confidence interval (CI): 0.779-0.959). CONCLUSIONS The ML model based the DECTE can feasibly evaluate CD activity, and DECTE parameters provide a quantitative analysis basis for evaluating specific bowel activities in CD patients. CRITICAL RELEVANCE STATEMENT The machine learning model based on dual-energy computed tomography enterography can be used for evaluating Crohn's disease activity noninvasively and quantitatively. KEY POINTS Dual-energy CT parameters are related to Crohn's disease activity. Three machine learning models effectively evaluated Crohn's disease activity. Combined models based on conventional and dual-energy CT have the best performance.
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Affiliation(s)
- Junlin Li
- North Sichuan Medical College, Nanchong, 637100, China
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China
| | - Gang Xie
- Department of Radiology, Chengdu Third People's Hospital, Chengdu, 610031, China
| | - Wuli Tang
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China
- Chongqing Medical University, Chongqing, 400016, China
| | - Lingqin Zhang
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China
| | - Yue Zhang
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China
- Chongqing Medical University, Chongqing, 400016, China
| | - Lingfeng Zhang
- North Sichuan Medical College, Nanchong, 637100, China
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China
| | - Danni Wang
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China
| | - Kang Li
- North Sichuan Medical College, Nanchong, 637100, China.
- Department of Radiology, Chongqing General Hospital, Chongqing, 401121, China.
- Chongqing Medical University, Chongqing, 400016, China.
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19
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Rimola J, Beek KJ, Ordás I, Gecse KB, Cuatrecasas M, Stoker J. Contemporary Imaging Assessment of Strictures and Fibrosis in Crohn Disease, With Focus on Quantitative Biomarkers: From the AJR Special Series on Imaging of Fibrosis. AJR Am J Roentgenol 2024; 222:e2329693. [PMID: 37530400 DOI: 10.2214/ajr.23.29693] [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: 08/03/2023]
Abstract
Patients with Crohn disease commonly have bowel strictures develop, which exhibit varying degrees of inflammation and fibrosis. Differentiation of the distinct inflammatory and fibrotic components of strictures is key for the optimization of therapeutic management and for the development of antifibrotic drugs. Cross-sectional imaging techniques, including ultrasound, CT, and MRI, allow evaluation of the full thickness of the bowel wall as well as extramural complications and associated mesenteric abnormalities. Although promising data have been reported for a range of novel imaging biomarkers for detection of fibrosis and quantification of the degree of fibrosis, these biomarkers lack sufficient validation and standardization for clinical use. Additional methods, including PET with emerging radiotracers, artificial intelligence, and radiomics, are also under investigation for stricture characterization. In this review, we highlight the clinical relevance of identifying fibrosis in Crohn disease, review the histopathologic aspects of strictures in Crohn disease, summarize the morphologic imaging findings of strictures, and explore contemporary developments in the use of cross-sectional imaging techniques for detecting and characterizing intestinal strictures, with attention given to emerging quantitative biomarkers.
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Affiliation(s)
- Jordi Rimola
- Radiology Department, IBD Unit, Hospital Clínic de Barcelona, Villarroel 170, Escala 3, Planta 1, Barcelona 08036, Spain
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Kim J Beek
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Ingrid Ordás
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
| | - Krisztina B Gecse
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Míriam Cuatrecasas
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Pathology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Jaap Stoker
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
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Zhang YN, Liu YB, Xu J, Cao KM, Zhang XX, Wang YB, Liu F, Duan BS, Hu YD, Chu SG. Magnetic resonance Index of Activity (MaRIA) is reliable in assessing response to treatment in patients with Crohn's disease (CD). Clin Radiol 2024; 79:230-236. [PMID: 38092646 DOI: 10.1016/j.crad.2023.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 11/09/2023] [Accepted: 11/14/2023] [Indexed: 02/15/2024]
Abstract
AIM To assess the accuracy of Magnetic Resonance Index of Activity (MaRIA) in evaluating therapeutic efficacy in Crohn's disease (CD) patients with different activity levels using ileocolonoscopy as the reference standard. MATERIALS AND METHODS Forty-eight patients underwent magnetic resonance enterography (MRE) and ileocolonoscopy at baseline, week 26, and week 52, along with the Simple Endoscopic Score for Crohn's Disease (SES-CD) and MaRIA scores. According to the SES-CD score at baseline, all patients were subdivided into mild, moderate, and severe activity subgroups. The identification of endoscopic mucosal healing (MH) was explored primarily. Moreover, the Crohn's Disease Activity Index (CDAI), C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), procalcitonin (PCT), and interleukin-6 (IL-6) levels were collected and analysed. RESULTS MaRIA correlated significantly with SES-CD and CRP at baseline, week 26, and week 52. The discrepancies in MaRIA and SES-CD were statistically significant before and after treatment. MaRIA = 24.43 and ΔMaRIA = 12.77 as the cut-off points were found to have high diagnostic accuracy for predicting MH. MaRIA (p<0.001), SES-CD (p<0.001), CRP (p<0.05), ESR (p<0.05), and CDAI score (p<0.05) in patients with MH were considerably decreased compared to those in patients without MH. CONCLUSIONS MRE has good application value in evaluating the therapeutic response of CD patients treated with biological agents. MaRIA is a reliable indicator in the follow-up of CD patients, which is strongly correlated with SES-CD, and it has high accuracy in predicting endoscopic MH.
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Affiliation(s)
- Y-N Zhang
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Y-B Liu
- Department of Gastroenterology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - J Xu
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - K-M Cao
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - X-X Zhang
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Y-B Wang
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - F Liu
- Department of Gastroenterology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - B-S Duan
- Endoscopy Center, Department of Gastroenterology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Y-D Hu
- Department of Gastroenterology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - S-G Chu
- Department of Radiology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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21
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Lovett GC, Schulberg JD, Hamilton AL, Wilding HE, Kamm MA, Wright EK. Intestinal Ultrasound and MRI for Monitoring Therapeutic Response in Luminal Crohn's Disease: A Systematic Review. J Am Coll Radiol 2024; 21:441-463. [PMID: 37852561 DOI: 10.1016/j.jacr.2023.09.010] [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] [Received: 06/22/2023] [Revised: 08/28/2023] [Accepted: 09/01/2023] [Indexed: 10/20/2023]
Abstract
PURPOSE Cross-sectional imaging facilitates the assessment of transmural healing in patients with Crohn's disease. This systematic review addresses the utility of MRI and intestinal ultrasound (IUS) in the assessment of disease activity in response to drug therapy compared with endoscopy in patients with luminal Crohn's disease. METHODS Database searches were undertaken using predefined terms. Studies with ≥10 patients with luminal Crohn's disease with paired endoscopy and imaging (MRI or IUS) after treatment initiation were included. Publications were identified through searches of six bibliographic databases, all run on June 24, 2022. Records were screened on title and abstract, then full text, by two independent reviewers. RESULTS In total, 5,760 records were identified, with 24 studies meeting the inclusion criteria. Ten studies examined IUS and found good correlation between IUS and endoscopic remission (κ = 0.63-0.73). Early reduction in bowel wall thickness at 4 to 8 weeks predicted endoscopic response at 12 to 38 weeks (area under the receiver operating characteristic curve [AUROC], 0.77; odds ratio, 10.8; P = .01). Twelve studies examined MRI, with the Magnetic Resonance Index of Activity score having high accuracy for predicting endoscopic remission (AUROC, 0.97; sensitivity, 93%; specificity, 77%). A Simplified Magnetic Resonance Index of Activity score cutoff of ≥1 identifies active endoscopic disease (AUROC, 0.92; 95% confidence interval, 0.88-0.95; P < .0001). CONCLUSIONS IUS and MRI are both reliable, noninvasive modalities for assessing transmural healing in patients with Crohn's disease and are accurate in monitoring the response to drug therapy. These modalities can be used to monitor response to biologic induction therapy, with early changes predictive of response to treatment.
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Affiliation(s)
- Grace C Lovett
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia; Department of Medicine, University of Melbourne, Melbourne, Australia.
| | - Julien D Schulberg
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia; Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Amy L Hamilton
- Department of Gastroenterology, St. Vincent's Hospital Melbourne, Melbourne, Australia; Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Helen E Wilding
- Library Service, St. Vincent's Hospital Melbourne, Melbourne, Australia
| | - Michael A Kamm
- Professor of Gastroenterology, Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Emily K Wright
- Associate Professor of Gastroenterology, Department of Medicine, University of Melbourne, Melbourne, Australia
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22
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Mao L, Li Y, Cui B, Lu L, Dou W, Pylypenko D, Zhu J, Li H. Multiparametric MRI for Staging of Bowel Inflammatory Activity in Crohn's Disease with MUSE-IVIM and DCE-MRI: A Preliminary Study. Acad Radiol 2024; 31:880-888. [PMID: 37730492 DOI: 10.1016/j.acra.2023.08.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 08/20/2023] [Accepted: 08/23/2023] [Indexed: 09/22/2023]
Abstract
RATIONALE AND OBJECTIVES To investigate if the combination of multishot diffusion imaging-based multiplexed sensitivity encoding intravoxel incoherent motion (MUSE-IVIM) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is feasible for staging Crohn's disease (CD) activity. MATERIALS AND METHODS A total of 65 CD patients were enrolled and analyzed in this retrospective study. The simplified endoscopic score for Crohn's disease (SES-CD) and magnetic resonance index of activity (MaRIA) were used as the reference. The MUSE-IVIM and DCE-MRI data were acquired at 3.0-T MRI scanner and processed by two radiologists. Three MUSE-IVIM parameters: fast apparent diffusion coefficient (ADCfast), slow apparent diffusion coefficient (ADCslow), and the fractional perfusion (Fraction of ADCfast), as well as four DCE-MRI parameters: volume transfer constant (Ktrans), rate constant (Kep), extravascular extracellular volume fraction (Ve), and plasma volume fraction (Vp) were generated. Intraclass correlation coefficient (ICC), non-parametric test (Kruskal-Wallis H and Mann-Whitney U), logistic regression, receiver operating characteristic analysis, Delong test, and Spearman's correlation test were performed. RESULTS According to SES-CD, 116 ileocolonic segments with CD lesions were identified as: inactive, mild, and moderate to severe. With multivariable logistic regression analysis, ADCfast (p < 0.001), Fraction of ADCfast (p = 0.005), Ktrans (p < 0.001) and Kep (p = 0.003) were identified as significant factors for differentiating among the three groups. Binary logistic analyses identified ADCfast (p = 0.001), Ktrans (p = 0.014), and Kep (p = 0.029) as independent predictors for the active status. The combination of ADCfast, Ktrans, and Kep performed better than MaRIA score (p = 0.028), for differentiating inactive and active status. MaRIA score was positively correlated with ADCfast (p < 0.001), Ktrans (p < 0.001), Kep (p < 0.001), and Ve (p = 0.001), however, negatively correlated with Fraction of ADCfast (p < 0.001). CONCLUSION The combination of MUSE-IVIM and DCE-MRI has been demonstrated to accurately stage inflammatory activity in CD.
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Affiliation(s)
- Liangqiang Mao
- Department of Radiology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Yan Li
- Department of Radiology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Bota Cui
- Department of Gastroenterology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Lin Lu
- Department of Radiology, Columbia University Medical Center, New York, New York
| | - Weiqiang Dou
- GE Healthcare, MR Research China, Beijing, PR China
| | | | - Jianguo Zhu
- Department of Radiology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, PR China.
| | - Haige Li
- Department of Radiology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
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23
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Rimola J, Colombel JF, Bressler B, Adsul S, Siegelman J, Cole PE, Lindner D, Danese S. Magnetic Resonance Enterography Assessment of Transmural Healing with Vedolizumab in Moderate to Severe Crohn's Disease: Feasibility in the VERSIFY Phase 3 Clinical Trial. Clin Exp Gastroenterol 2024; 17:9-23. [PMID: 38298861 PMCID: PMC10829592 DOI: 10.2147/ceg.s429039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 01/14/2024] [Indexed: 02/02/2024] Open
Abstract
Purpose The VERSIFY phase 3 trial in patients with Crohn's disease (CD) treated with vedolizumab was the first to include a substudy that used a standardized magnetic resonance enterography (MRE) protocol to assess features of transmural inflammation (bowel edema and wall thickness) and extramural disease activity (enlarged lymph nodes). Patients and Methods Patients received intravenous vedolizumab (300 mg) at weeks 0 (baseline), 2, and 6, and then every 8 weeks for 26 or 52 weeks. Post hoc analyses included a subpopulation with a Magnetic Resonance Index of Activity score of ≥7 in at least one bowel segment at baseline and at least one postbaseline MRE assessment. Changes in transmural inflammation, including intramural bowel edema and wall thickness, were evaluated. Patient-level and segment-level analyses were performed. Results MRE images were evaluated in 27 patients with 83 evaluable bowel segments at baseline and week 26, and 13 patients with 38 evaluable segments at baseline, week 26, and week 52. At baseline, all patients had bowel wall edema and wall thickness of >3 mm in at least one bowel segment. The proportion of patients with edema decreased at weeks 26 (17/27 [63.0%]) and 52 (4/13 [30.8%]) and the proportion with bowel wall thickness of >3 mm decreased at weeks 26 (25/27 [92.6%]) and 52 (10/13 [76.9%]). Conclusion In patients with CD treated with vedolizumab for 26 and 52 weeks, the number of patients, and bowel segments, with MRE-detected transmural inflammation was reduced. These results highlight the impact of vedolizumab on components of transmural inflammation in CD and demonstrate that using MRE in CD multicenter clinical trials is feasible. Trial Registration ClinicalTrials.gov NCT02425111, April 23, 2015, http://www.clinicaltrials.gov NCT02425111; EU Clinical Trials Register EudraCT 2014-003509-13, https://www.clinicaltrialsregister.eu.
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Affiliation(s)
- Jordi Rimola
- IBD Unit, Radiology Department, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Jean-Frédéric Colombel
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Brian Bressler
- Division of Gastroenterology, University of British Columbia, Vancouver, BC, Canada
| | - Shashi Adsul
- Takeda Pharmaceuticals International, Zurich, Switzerland
| | | | | | - Dirk Lindner
- Takeda Pharmaceuticals International, Zurich, Switzerland
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milan, Italy
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24
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Alhammami QS. Analysis of the Accuracy of Magnetic Resonance Enterography for the Detection of Active Inflammation and Disease Activity in Patients With Crohn's Disease: A Single-Center Experience in Najran, Saudi Arabia. Cureus 2024; 16:e52674. [PMID: 38380222 PMCID: PMC10877208 DOI: 10.7759/cureus.52674] [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] [Accepted: 01/20/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND Magnetic resonance enterography (MRE) is a non-invasive diagnostic imaging modality that has been used for the detection of active inflammation and disease activity in patients with Crohn's disease. However, its diagnostic accuracy in the Najran population has not been well-studied. STUDY AIM This study aimed to assess the diagnostic accuracy of MRE in detecting active inflammation and disease activity in patients with Crohn's disease in the Najran population. METHODS The study included 51 patients with Crohn's disease, and their demographic, clinical, radiological, laboratory, and endoscopic data were analyzed. RESULTS The results showed that MRE findings, such as the radiological score for active inflammation and the presence of extra-intestinal manifestations, were significantly associated with the final diagnosis of active inflammation. Furthermore, the timing of MRE in relation to symptom activity and the indication for performing MRE were significantly associated with the final diagnosis. The study findings demonstrate the potential of MRE as a valuable tool for diagnosing and assessing disease activity in Crohn's disease patients in the Najran population.
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25
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Rimola J, Fernandez-Clotet A, Capozzi N, Caballol B, Rodríguez S, Gallego M, Masamunt MC, Panés J, Ricart E, Ordás I. ADC Values for Detecting Bowel Inflammation and Biologic Therapy Response in Patients With Crohn Disease: A Post Hoc Prospective Trial Analysis. AJR Am J Roentgenol 2024; 222:e2329639. [PMID: 37584507 DOI: 10.2214/ajr.23.29639] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
BACKGROUND. New biologic agents for Crohn disease (CD) create a need for noninvasive disease markers. DWI may assess bowel inflammation without contrast agents. OBJECTIVE. The purpose of this study was to evaluate ADC values for identifying bowel inflammation and therapeutic response in patients with CD treated with biologic therapy. METHODS. This study entailed post hoc analysis of prospective trial data. Analysis included 89 patients (median age, 37 years; 49 women, 40 men) with CD treated by biologic therapy who underwent MR enterography (MRE) at baseline and 46 weeks after therapy, from March 2013 to April 2021; 43 patients underwent ileocolonoscopy at both time points. Analysis was conducted at the level of small-bowel and colorectal segments (586 segments analyzed). MR index of activity (MaRIA) score and presence of endoscopic ulcers were determined at both time points. One observer measured bowel wall ADC. Diagnostic performance was evaluated. Dichotomous ADC assessments used a threshold of 1301 × 10-6 mm2/s based on initial ROC analysis; dichotomous MaRIA score assessments used a threshold of 11 (moderate to severe inflammation). A second observer repeated ADC measurements in 15 patients. RESULTS. At baseline, ADC had AUC of 0.92, sensitivity of 78.6%, specificity of 91.4%, and accuracy of 88.2% for detecting segments with MaRIA score 11 or greater. At baseline, AUC for detecting endoscopic ulcers was 0.96 for MaRIA score versus 0.87 for ADC (p < .001); sensitivity, specificity, and accuracy were 70.8%, 90.2%, and 85.1% for ADC and 86.2%, 96.2%, and 93.6% for MaRIA score. At follow-up, ADC had AUC of 0.87, sensitivity of 75.4%, specificity of 83.6%, and accuracy of 80.0% for detecting improvement in MaRIA score to less than 11. At follow-up, AUC for detecting endoscopic ulcer healing was 0.94 for MaRIA score versus 0.84 for ADC (p = .01); sensitivity, specificity, and accuracy were 70.7%, 95.8%, and 84.4% for ADC and 90.2%, 100.0%, and 95.6% for MaRIA score. Interobserver agreement for ADC, based on intraclass correlation coefficient, was 0.70 at baseline and 0.65 at follow-up. CONCLUSION. The findings do not support use of ADC rather than MaRIA scores for detecting biologic therapy response. CLINICAL IMPACT. ADC may have an adjunct role in assessing bowel inflammation in CD, but showed limited performance for detecting biologic therapy response.
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Affiliation(s)
- Jordi Rimola
- Radiology Department, IBD Unit, Hospital Clínic de Barcelona, Villarroel 170, Escala 3 Planta 1, 08036, Barcelona, Spain
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | | | - Nunzia Capozzi
- Radiology Department, IBD Unit, Hospital Clínic de Barcelona, Villarroel 170, Escala 3 Planta 1, 08036, Barcelona, Spain
- Radiology Department, Policlinico Universitario Sant'Orsola-Malpighi, Bologna, Italy
| | - Berta Caballol
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Sonia Rodríguez
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Marta Gallego
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Maria Carme Masamunt
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Julian Panés
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Elena Ricart
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Ingrid Ordás
- Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Gastroenterology Department, IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
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26
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Balestrieri P, Ribolsi M, Cimini P, Alvaro G, Zobel BB, Tullio A, Cicala M. Wall Thickness Ratio-A New Magnetic Resonance Parameter-Is Associated With the Outcome of Biological Therapy in Patients With Ileal and Ileocolonic Crohn's Disease. J Clin Gastroenterol 2024; 58:64-70. [PMID: 36730458 DOI: 10.1097/mcg.0000000000001809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 10/20/2022] [Indexed: 02/04/2023]
Abstract
GOALS The present study was aimed at identifying a new magnetic resonance enterography (MRE) parameter assessing the clinical outcome of biological therapy in patients with active ileal/ileocolonic Crohn's disease (CD). BACKGROUND Transmural healing (TH) has been associated with improved outcomes in CD. However, some patients with clinical remission and inactive disease at endoscopy do not achieve TH. MATERIALS AND METHODS Ileal/ileocolonic CD patients scheduled for biological therapy were prospectively evaluated, at baseline (T0) and after 1 year of treatment (T1), with Harvey Bradshaw Index score, blood tests, ileocolonscopy, and MRE. Clinical activity was assessed after 2 years of treatment (T2). Wall thickness ratio (WTR) was calculated in the same affected ileal segment, as the ratio between the ileum wall thickness value at T1 and the ileum wall thickness value at T0. RESULTS A total of 103 patients were included. Mean WTR at T1 in nonresponders was significantly higher than in responders. At receiver operating characteristic analysis, WTR values were significantly associated to biological therapy responsiveness. A WTR cutoff value of 0.77 mm was identified to discriminate responders from nonresponders (sensitivity: 79%; specificity: 67%). In responders, the proportion of patients with a WTR<0.77 was significantly higher than the proportion of patients achieving TH at T1. Among patients achieving endoscopic remission, 11/29 (37.9%) presented TH, while 20/29 (68.9%) presented WTR<0.77 ( P : 0.035). At multivariate logistic regression analysis, WTR<0.77 was significantly associated to biological therapy response. CONCLUSION WTR index represents an easy-to-calculate MRE parameter and seems to be a promising tool for monitoring therapeutic response in CD patients during biological therapy.
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Affiliation(s)
| | | | - Paola Cimini
- Diagnostic Imaging, Campus Bio Medico University of Rome, Roma, Italy
| | - Giuseppe Alvaro
- Diagnostic Imaging, Campus Bio Medico University of Rome, Roma, Italy
| | - Bruno B Zobel
- Diagnostic Imaging, Campus Bio Medico University of Rome, Roma, Italy
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Park EJ, Lee Y, Lee J. Impact of Deep-Learning Based Reconstruction on Single-Breath-Hold, Single-Shot Fast Spin-Echo in MR Enterography for Crohn's Disease. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2023; 84:1309-1323. [PMID: 38107694 PMCID: PMC10721413 DOI: 10.3348/jksr.2023.0008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/18/2023] [Accepted: 05/06/2023] [Indexed: 12/19/2023]
Abstract
Purpose To assess the quality of four images obtained using single-breath-hold (SBH), single-shot fast spin-echo (SSFSE) and multiple-breath-hold (MBH) SSFSE with and without deep-learning based reconstruction (DLR) in patients with Crohn's disease. Materials and Methods This study included 61 patients who underwent MR enterography (MRE) for Crohn's disease. The following images were compared: SBH-SSFSE with (SBH-DLR) and without (SBH-conventional reconstruction [CR]) DLR and MBH-SSFSE with (MBH-DLR) and without (MBH-CR) DLR. Two radiologists independently reviewed the overall image quality, artifacts, sharpness, and motion-related signal loss using a 5-point scale. Three inflammatory parameters were evaluated in the ileum, the terminal ileum, and the colon. Moreover, the presence of a spatial misalignment was evaluated. Signal-to-noise ratio (SNR) was calculated at two locations for each sequence. Results DLR significantly improved the image quality, artifacts, and sharpness of the SBH images. No significant differences in scores between MBH-CR and SBH-DLR were detected. SBH-DLR had the highest SNR (p < 0.001). The inter-reader agreement for inflammatory parameters was good to excellent (κ = 0.76-0.95) and the inter-sequence agreement was nearly perfect (κ = 0.92-0.94). Misalignment artifacts were observed more frequently in the MBH images than in the SBH images (p < 0.001). Conclusion SBH-DLR demonstrated equivalent quality and performance compared to MBH-CR. Furthermore, it can be acquired in less than half the time, without multiple BHs and reduce slice misalignments.
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Cerna K, Duricova D, Lukas M, Kolar M, Machkova N, Hruba V, Mitrova K, Kubickova K, Kostrejova M, Jirsa J, Kastylova K, Peterka S, Vojtechova G, Lukas M. Subcutaneous Infliximab in Refractory Crohn's Disease Patients: A Possible Biobetter? CROHN'S & COLITIS 360 2023; 5:otad040. [PMID: 38028954 PMCID: PMC10640858 DOI: 10.1093/crocol/otad040] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2023] Open
Abstract
Background A subcutaneous formulation of infliximab (IFX-SC) approved to treat patients with inflammatory bowel disease may offer improved efficacy versus intravenous infliximab. Methods Patients with refractory Crohn's disease (CD, n = 32) previously treated unsuccessfully with at least 2 biologics were treated with IFX-SC and followed from baseline at Week 0 (W0) to Week 30 (W30). The study's primary endpoint was the treatment's persistence at W30, while secondary goals included the analysis of serum infliximab trough levels (TL IFX), dynamics of anti-IFX antibodies (ATIs), and clinical, serum and fecal markers of CD activity during IFX-SC treatment. Results Midterm treatment persistence with the continuation of treatment after W30 was 53%. TL IFX median values showed rapid, significant upward dynamics and exceeded 15.5 μg/mL at W30, whereas median ATI levels significantly declined. Among ATI-negative patients at W0 (n = 15), only one showed IFX immunogenicity with newly developed ATIs at W30. Among ATI-positive patients at W0, ATI seroconversion from ATI-positive to ATI-negative status was observed in 10 of 17 patients (58.8%). Patients who had continued IFX-SC treatment at W30 showed significant decreases in C-reactive protein (P = .0341), fecal calprotectin (P = .0002), and Harvey-Bradshaw index (P = .0029) since W0. Conclusions Patients with refractory CD previously treated with at least 2 biologics exhibited clinically relevant improvement with IFX-SC, which showed less immunogenic potential than IFX-IV and highly stable TL IFX.
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Affiliation(s)
- Karin Cerna
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- GENNET, Prague, Czech Republic
| | - Dana Duricova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- Institute of Pharmacology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Martin Lukas
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- Institute of Animal Physiology and Genetics, Czech Academy of Sciences, Libechov, Czech Republic
- Department of Surgery, Third Faculty of Medicine, Charles University and Kralovske Vinohrady University Hospital, Prague, Czech Republic
| | - Martin Kolar
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- Institute of Animal Physiology and Genetics, Czech Academy of Sciences, Libechov, Czech Republic
| | - Nadezda Machkova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Veronika Hruba
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Katarina Mitrova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Pediatrics, University Hospital Motol and Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Kristyna Kubickova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Marta Kostrejova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Internal Medicine, Hospital of the Sisters of Mercy of St. Charles Borromeo, Prague, Czech Republic
| | - Jakub Jirsa
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Kristyna Kastylova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Stepan Peterka
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Internal Medicine, Hospital Jindrichuv Hradec, Jindrichuv Hradec, Czech Republic
| | - Gabriela Vojtechova
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
- ResTrial GastroEndo, Prague, Czech Republic
| | - Milan Lukas
- Clinical and Research Center for Inflammatory Bowel Disease ISCARE and First Faculty of Medicine, Charles University, Prague, Czech Republic
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Chen K, Chen J, Smith E, Mathani P, Longman R, Lukin D, Scherl E, Gerber J, Battat R. Serum Ustekinumab Concentrations Are Associated With Improved Outcomes With the Magnetic Resonance Index of Activity for Crohn's Disease. Inflamm Bowel Dis 2023; 29:1499-1503. [PMID: 36421052 DOI: 10.1093/ibd/izac236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Indexed: 11/27/2022]
Abstract
Lay Summary
Higher ustekinumab concentrations were associated with improved radiologic (Simplified Magnetic Resonance Index of Activity for Crohn’s Disease) and stringent biomarker (calprotectin) outcomes. The high concentration needed for these novel endpoints validates previous studies using the same assay.
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Affiliation(s)
- Kaylie Chen
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Johnson Chen
- Department of Radiology, Weill Cornell Medical College, New York, NY, USA
| | - Emily Smith
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Prerna Mathani
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Randy Longman
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Dana Lukin
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Ellen Scherl
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Juliette Gerber
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Robert Battat
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
- Division of Gastroenterology and Hepatology, Centre Hospitalier de l'Université de Montréal, University of Montreal, Montreal, Quebec, Canada
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Pierro A, Minordi LM, Larosa L, Cipri C, Guerri G, Quinto F, Rotondi F, Marcellino A, Basilico R, Iezzi R, Cilla S. Small Bowel Imaging from Stepchild of Roentgenology to MR Enterography, Part II: The Reliable Disclosure of Crohn's Disease and Non-Inflammatory Small Bowel Disorder Plot through MRI Findings. Life (Basel) 2023; 13:1836. [PMID: 37763240 PMCID: PMC10532809 DOI: 10.3390/life13091836] [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: 07/10/2023] [Revised: 08/14/2023] [Accepted: 08/25/2023] [Indexed: 09/29/2023] Open
Abstract
MRE has become a standard imaging test for evaluating patients with small bowel pathology, but a rigorous methodology for describing and interpreting the pathological findings is mandatory. Strictures, abscess, inflammatory activity, sinus tract, wall edema, fistula, mucosal lesions, strictures, and mesentery fat hypertrophy are all indicators of small bowel damage in inflammatory and non-inflammatory small bowel disease, and they are all commonly and accurately explained by MRE. MRE is a non-invasive modality that accurately assesses the intra-luminal, parietal, and extra-luminal small bowel. Differential MRE appearance allows us to distinguish between Crohn's disease and non-inflammatory small bowel disorder. The purpose of this paper is to present the MRE pathological findings of small bowel disorder.
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Affiliation(s)
- Antonio Pierro
- Radiology Unit, San Timoteo Hospital, 86039 Termoli, Italy;
| | - Laura Maria Minordi
- Radiology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy; (L.M.M.); (L.L.); (C.C.); (G.G.); (R.I.)
| | - Luigi Larosa
- Radiology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy; (L.M.M.); (L.L.); (C.C.); (G.G.); (R.I.)
| | - Carla Cipri
- Radiology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy; (L.M.M.); (L.L.); (C.C.); (G.G.); (R.I.)
| | - Giulia Guerri
- Radiology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy; (L.M.M.); (L.L.); (C.C.); (G.G.); (R.I.)
| | - Fabio Quinto
- Angiography Unit, “L. Bonomo” Hospital, 70031 Andria, Italy;
| | - Fabio Rotondi
- Oncological Surgery Unit, Responsible Research Hospital, 86100 Campobasso, Italy;
| | - Annalisa Marcellino
- ASReM, Azienda Sanitaria Regionale del Molise, Via Ugo Petrella 1, 86100 Campobasso, Italy;
| | - Raffaella Basilico
- Department of Neurosciences, Imaging and Clinical Studies, “Gabriele D’Annunzio” University, 66100 Chieti, Italy;
| | - Roberto Iezzi
- Radiology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy; (L.M.M.); (L.L.); (C.C.); (G.G.); (R.I.)
| | - Savino Cilla
- Medical Physics Unit, Responsible Research Hospital, 86100 Campobasso, Italy
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Statie RC, Iordache S, Florescu LM, Gheonea IA, Sacerdoțianu VM, Ungureanu BS, Rogoveanu I, Gheonea DI, Ciurea T, Florescu DN. Assessment of Ileal Crohn's Disease Activity by Gastrointestinal Ultrasound and MR Enterography: A Pilot Study. Life (Basel) 2023; 13:1754. [PMID: 37629610 PMCID: PMC10455412 DOI: 10.3390/life13081754] [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: 05/18/2023] [Revised: 07/15/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
INTRODUCTION In some cases, there may be a discrepancy between the symptomatology alleged by Crohn's disease (CD) patients and the results of laboratory tests or imaging investigations. Ileocolonoscopy with biopsy is the primary investigation for diagnosing and monitoring CD patients. Cross-sectional imaging techniques such as CT or MR enterography (MRE) and intestinal ultrasonography (IUS) have been proposed as complementary methods to colonoscopy for a complete evaluation of this category of patients. This study aims to identify the role of IUS, contrast-enhanced ultrasound (CEUS) and MRE in evaluating ileal CD activity, using clinical severity scores (Crohn's disease activity index-CDAI, Harvey-Bradshaw index-HBI) and faecal calprotectin or C-reactive protein (CRP) levels as reference methods. MATERIALS AND METHODS A total of 44 adult patients with ileal CD confirmed using an ileocolonoscopy with biopsy and histopathological examination were assessed by IUS, CEUS and MRE. The evaluation of the disease activity based on the results obtained from the cross-sectional imaging tests was carried out by using some severity scores available in the literature. The sensitivity and specificity of IUS + CEUS and MRE for differentiating active from inactive forms of CD were determined using CDAI, HBI, faecal calprotectin and CRP as reference methods. The accuracy of the results was assessed by the receiver operating characteristics method. The Pearson correlation coefficient was used to determine the types of correlation. A p-value less than 0.05 suggested a statistically significant relationship. RESULTS Compared to CDAI, the best correlation was identified for Limberg score (r = 0.667, 95% confidence interval (CI) [0.46, 0.8], p < 0.001), followed by MaRIAs score (r = 0.614, 95% CI [0.39, 0.77], p < 0.001). A sensitivity of 93.33% and a specificity of 71.43% (AUC = 0.98) were demonstrated in the case of Limberg score for differentiating patients with active disease from those in remission and for MaRIAs score a sensitivity of 100.00% and a specificity of 57.14% (AUC = 0.97). Regarding HBI, the best correlation was observed for MaRIAs score (r = 0.594, 95% CI [0.36, 0.76], p < 0.001). Also, faecal calprotectin showed the best correlation with MaRIAs score (r = 0.697, 95% CI [0.46, 0.84], p < 0.001), but in the case of CRP, there was only a weak correlation for all evaluated scores. CONCLUSIONS Although magnetic resonance imaging does not appear to be superior to ultrasonography in terms of accuracy for differentiating active forms of CD from those in remission, the results of our study suggest that MRE associates a better correlation with clinical severity scores and faecal calprotectin levels compared to ultrasonography. More studies are needed to validate these results.
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Affiliation(s)
- Răzvan-Cristian Statie
- Doctoral School, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania;
| | - Sevastița Iordache
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Lucian Mihai Florescu
- Department of Radiology and Medical Imaging, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Ioana-Andreea Gheonea
- Department of Radiology and Medical Imaging, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Victor-Mihai Sacerdoțianu
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Bogdan Silviu Ungureanu
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Ion Rogoveanu
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Dan-Ionuț Gheonea
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Tudorel Ciurea
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Dan Nicolae Florescu
- Department of Gastroenterology, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
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Wessling J, Kucharzik T, Bettenworth D, Luegering A, Maaser C, Grenacher L, Juchems MS, Ringe KI, Lauenstein T, Schreyer AG. Intestinal MRI in Inflammatory Bowel Disease - Literature and Survey-Based Recommendations regarding Reporting by the German Radiological Society (DRG) and the German Competence Network for Inflammatory Bowel Diseases. ROFO-FORTSCHR RONTG 2023; 195:675-690. [PMID: 37137321 DOI: 10.1055/a-2036-7190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
BACKGROUND MR-enterography/enteroclysis (MRE) is increasingly used for primary diagnosis, detection of complications, and monitoring of patients with inflammatory bowel disease (IBD). Standardization of reporting is relevant to ensure quality of the methodology and to improve communication between different faculties. The current manuscript describes the features that are required for optimized reporting of MRE in IBD. METHODS An expert consensus panel of radiologists and gastroenterologists conducted a systematic search of the literature. In a Delphi process, members of the German Radiological Society (DRG) and members of the Competence Network for Inflammatory Bowel Diseases voted on relevant criteria for the reporting of findings in MRE. Based on the voting results, statements were developed by the expert consensus panel. RESULTS Clinically relevant aspects of MRE findings have been defined to optimize reporting and to standardize terminology. Minimal requirements for standardized reporting are suggested. The statements focus on the description of disease activity as well as on complications of IBD. Attributes of intestinal inflammation are described and illustrated by exemplary images. CONCLUSION The current manuscript provides standardized parameters and gives practical recommendations on how to report and how to characterize MRE findings in patients with IBD. KEY POINTS · Systematic overview provides practice-oriented recommendations and names and evaluates the decisive criteria for reporting and interpretation of MRI in inflammatory bowel disease.. · Standardized terminology and reporting criteria for MRI in IBD improves interdisciplinary communication.. · Standardized collection and documentation of MRI findings in IBD helps to further establish the method and to improve care for IBD patients.. CITATION FORMAT · Wessling J, Kucharzik T, Bettenworth D et al. Intestinal MRI in Inflammatory Bowel Disease - Literature and Survey-Based Recommendations regarding Reporting by the German Radiological Society (DRG) and the German Competence Network for Inflammatory Bowel Diseases. Fortschr Röntgenstr 2023; 195: 675 - 690.
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Affiliation(s)
| | - Torsten Kucharzik
- Department of Gastroenterology, Lüneburg Municipal Hospital Clinic for General Internal Medicine and Gastroenterology, Lüneburg, Germany
| | - Dominik Bettenworth
- Department for CED, praxis for internal medicine and CED, Himmelreichallee 37-41, Muenster, Germany
| | - Andreas Luegering
- center for gastrointestinal diseases, mvz portal 10 Muenster, Germany
| | - Christian Maaser
- Department of Gastroenterology, Lüneburg Municipal Hospital Clinic for General Internal Medicine and Gastroenterology, Lüneburg, Germany
| | - Lars Grenacher
- Imaging and Prevention Center, Conradia Radiology Munich, Germany
| | - Markus S Juchems
- Department of interventional and diagnostic radiology, Schmieder Hospitals - Hospital Konstanz, Germany
| | | | - Thomas Lauenstein
- Department of Radiology, Evangelical Hospital Düsseldorf Medical Clinic, Düsseldorf, Germany
| | - Andreas G Schreyer
- Institute of diagnostic and interventional radiology, Brandenburg Medical School Theodor Fontane, University Hospital Brandenburg a. d. Havel, Germany
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Maccioni F, Busato L, Valenti A, Cardaccio S, Longhi A, Catalano C. Magnetic Resonance Imaging of the Gastrointestinal Tract: Current Role, Recent Advancements and Future Prospectives. Diagnostics (Basel) 2023; 13:2410. [PMID: 37510154 PMCID: PMC10378103 DOI: 10.3390/diagnostics13142410] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023] Open
Abstract
This review focuses on the role of magnetic resonance imaging (MRI) in the evaluation of the gastrointestinal tract (GI MRI), analyzing the major technical advances achieved in this field, such as diffusion-weighted imaging, molecular imaging, motility studies, and artificial intelligence. Today, MRI performed with the more advanced imaging techniques allows accurate assessment of many bowel diseases, particularly inflammatory bowel disease and rectal cancer; in most of these diseases, MRI is invaluable for diagnosis, staging, and disease monitoring under treatment. Several MRI parameters are currently considered activity biomarkers for inflammation and neoplastic disease. Furthermore, in younger patients with acute or chronic GI disease, MRI can be safely used for short-term follow-up studies in many critical clinical situations because it is radiation-free. MRI assessment of functional gastro-esophageal and small bowel disorders is still in its infancy but very promising, while it is well established and widely used for dynamic assessment of anorectal and pelvic floor dysfunction; MRI motility biomarkers have also been described. There are still some limitations to GI MRI related to high cost and limited accessibility. However, technical advances are expected, such as faster sequences, more specific intestinal contrast agents, AI analysis of MRI data, and possibly increased accessibility to GI MRI studies. Clinical interest in the evaluation of bowel disease using MRI is already very high, but is expected to increase significantly in the coming years.
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Affiliation(s)
- Francesca Maccioni
- Department of Radiological Sciences, Pathology and Oncology, Policlinico Umberto I Hospital, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Ludovica Busato
- Department of Radiological Sciences, Pathology and Oncology, Policlinico Umberto I Hospital, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Alessandra Valenti
- Department of Radiological Sciences, Pathology and Oncology, Policlinico Umberto I Hospital, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Sara Cardaccio
- Department of Radiological Sciences, Pathology and Oncology, Policlinico Umberto I Hospital, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Alessandro Longhi
- Department of Radiological Sciences, Pathology and Oncology, Policlinico Umberto I Hospital, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Carlo Catalano
- Department of Radiological Sciences, Pathology and Oncology, Policlinico Umberto I Hospital, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
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Choi SY, Kwon Y, Choi S, Lee SM, Choe BH, Kang B. Infliximab trough levels are associated with endoscopic healing but not with transmural healing at one year treatment with infliximab in pediatric patients with Crohn's disease. Front Immunol 2023; 14:1192827. [PMID: 37426637 PMCID: PMC10326720 DOI: 10.3389/fimmu.2023.1192827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/12/2023] [Indexed: 07/11/2023] Open
Abstract
INTRODUCTION It is well known that infliximab (IFX) trough levels (TLs) are associated with endoscopic healing (EH) in Crohn's disease (CD). We investigated whether IFX TLs are associated with transmural healing (TH) in pediatric patients with CD following 1-year treatment. METHODS Pediatric patients with CD treated with IFX were included in this single-center prospective study. IFX TL tests, magnetic resonance enterography (MRE), and colonoscopies were simultaneously conducted after 1-year IFX treatment. TH was defined as a wall thickness of ≤3 mm without inflammatory signs evaluated using MRE. EH was defined as a Simple Endoscopic Score for Crohn's disease of <3 points on colonoscopy. RESULTS Fifty-six patients were included. EH and TH were observed in 60.7% (34/56) and 23.2% (13/56) of patients, respectively. IFX TLs were higher in patients with EH (median, 5.6 vs. 3.4 µg/mL, P = 0.002), whereas IFX TLs showed no significant difference in patients with and without TH (median, 5.4 vs. 4.7 µg/mL, P = 0.574). No significant difference was observed in EH and TH between patients whose intervals were shortened or not. Multivariate logistic regression analysis showed that IFX TLs and disease duration to IFX initiation were associated with EH (odds ratio [OR] = 1.82, P = 0.001, and OR = 0.43, P = 0.02, respectively). DISCUSSION In pediatric patients with CD, IFX TLs were associated with EH but not with TH. Further studies investigating long-term TH and proactive dosing based on therapeutic drug monitoring may clarify whether an association between IFX TLs and TH exists.
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Affiliation(s)
- So Yoon Choi
- Department of Pediatrics, Kosin University Gospel Hospital, Kosin University College of Medicine, Busan, Republic of Korea
| | - Yiyoung Kwon
- Department of Pediatrics, School of Medicine, Inha University, Incheon, Republic of Korea
| | - Sujin Choi
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - So Mi Lee
- Department of Radiology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Byung-Ho Choe
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Ben Kang
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
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Gladkikh M, Benchimol EI, Mack DR, Mojaverian N, Highmore K, Miller E, Davila J. MR Enterography Scores Correlate with Degree of Mucosal Healing in Pediatric Crohn's Disease: A Pilot Study. J Can Assoc Gastroenterol 2023; 6:125-130. [PMID: 37273972 PMCID: PMC10235592 DOI: 10.1093/jcag/gwad010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/06/2023] Open
Abstract
Objectives MR enterography (MRE) Index of Activity (MaRIA) and Clermont are validated scores that correlate with Crohn's disease (CD) activity; however, the Clermont score has not been validated to correlate with the degree of change in mucosal inflammation post induction treatment in children. This pilot study evaluated if MaRIA and Clermont scores can serve as surrogates to ileocolonoscopy for assessing interval change in mucosal inflammation in pediatric CD post-induction treatment. Methods Children with known or newly diagnosed ileocolonic CD starting or changing therapy underwent ileocolonoscopy, scored with simple endoscopic score for Crohn's disease (SES-CD), and MRE on the same day at two time points (Week 0 and 12). Accuracy of global MaRIA and Clermont indices relative to ileocolonoscopy in detecting degree of post-treatment interval change in mucosal inflammation was assessed through correlational coefficients (r). Inter-reader agreement was calculated for imaging scores through intraclass correlation (ICC). Results Sixteen children (mean age 11.5 ± 2.8) were evaluated. Global MaRIA/Clermont correlated with SES-CD in detecting the degree of change in mucosal inflammation (r = 0.676 and r = 0.677, P < 0.005, respectively). Correlation for pooled timepoint assessments between SES-CD and global MaRIA/Clermont was moderate (r = 0.546, P < 0.001 and r = 0.582, P < 0.001, respectively). Inter-rater reliability for global MaRIA and Clermont was good (ICC = 0.809 and ICC = 0.768, respectively, P < 0.001). Conclusions MRE-based global scores correlate with endoscopic indices and may be used to monitor disease changes in children with CD undergoing induction treatment, which can advise the physician if treatment changes should be made.
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Affiliation(s)
- Maria Gladkikh
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Department of Medical Imaging, McMaster University, Hamilton, Ontario, Canada
| | - Eric I Benchimol
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, Toronto, Ontario, Canada
| | - David R Mack
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Eastern Ontario (CHEO), Ottawa, Ontario, Canada
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario, Canada
| | - Nassim Mojaverian
- Institute for Clinical Evaluative Sciences, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Kerri Highmore
- Department of Medical Imaging, CHEO, Ottawa, Ontario, Canada
- Faculty of Medicine, Department of Radiology, University of Ottawa, Ottawa, Ontario, Canada
| | - Elka Miller
- Department of Medical Imaging, CHEO, Ottawa, Ontario, Canada
- Faculty of Medicine, Department of Radiology, University of Ottawa, Ottawa, Ontario, Canada
| | - Jorge Davila
- Correspondence: Jorge Davila, MD, FRCPC, Department of Medical Imaging, CHEO, 401 Smyth Road, Ottawa, Ontario K1H 8L1, Canada, e-mail:
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Guo X, Cai L, Cao Y, Liu Z, Zhang J, Liu D, Jiang Z, Chen Y, Fu M, Xia Z, Yi G. New pattern of individualized management of chronic diseases: focusing on inflammatory bowel diseases and looking to the future. Front Med (Lausanne) 2023; 10:1186143. [PMID: 37265491 PMCID: PMC10231387 DOI: 10.3389/fmed.2023.1186143] [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: 03/14/2023] [Accepted: 04/17/2023] [Indexed: 06/03/2023] Open
Abstract
Non-infectious chronic diseases, especially inflammatory bowel diseases (IBDs), hypertension, and diabetes mellitus, are characterized by a prolonged and multisystemic course, and their incidence increases annually, usually causing serious economic burden and psychological stress for patients. Therefore, these diseases deserve scientific and consistent disease management. In addition, the lack of a comprehensive "early disease clues tracking-personalized treatment system-follow-up" model in hospitals also exacerbates this dilemma. Based on these facts, we propose an individualized prediction management system for IBDs based on chronic diseases, focusing on the established IBDs-related prediction models and summarizing their advantages and disadvantages. We call on researchers to pay attention to the integration of models with clinical practice and the continuous correction of models to achieve truly individualized medical treatment for chronic diseases, thus providing substantial value for the rapid diagnosis and adequate treatment of chronic diseases such as IBDs, which follow the "relapse-remission" disease model, and realizing long-term drug use and precise disease management for patients. The goal is to achieve a new level of chronic disease management by scientifically improving long-term medication, precise disease management, and individualized medical treatment, effectively prolonging the remission period and reducing morbidity and disability rates.
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Affiliation(s)
- Xi Guo
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
- School of Rehabilitation Sciences, Southern Medical University, Guangzhou, Guangdong, China
- The Second Clinical School of Southern Medical University, Guangzhou, Guangdong, China
| | - Liyang Cai
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
- The Second Clinical School of Southern Medical University, Guangzhou, Guangdong, China
| | - Yuchen Cao
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
- The Second Clinical School of Southern Medical University, Guangzhou, Guangdong, China
- Plastic Surgery Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Zining Liu
- The First Clinical School of Southern Medical University, Guangzhou, Guangdong, China
| | - Jiexin Zhang
- The Third Clinical School of Southern Medical University, Guangzhou, Guangdong, China
| | - Danni Liu
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
- The Second Clinical School of Southern Medical University, Guangzhou, Guangdong, China
| | - Zhujun Jiang
- The Second Clinical Medical College, Tianjin Medical University, Tianjin, China
| | - Yanxia Chen
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Min Fu
- Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
- The Second Clinical School of Southern Medical University, Guangzhou, Guangdong, China
| | - Zhaoxia Xia
- The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Guoguo Yi
- The Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
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Zhou L, Hu C, Zhang R, Qiu Y, Wang Y, Liu Z, Chen B, He Y, Zeng Z, Li X, Mao R, Chen M. Early transmural healing and its predictors assessed by magnetic resonance enterography in patients with Crohn's disease receiving ustekinumab. Therap Adv Gastroenterol 2023; 16:17562848231170947. [PMID: 37168404 PMCID: PMC10164861 DOI: 10.1177/17562848231170947] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 04/04/2023] [Indexed: 05/13/2023] Open
Abstract
Background Transmural healing (TH) is a potential therapeutic goal of Crohn's disease (CD) and is associated with better clinical outcomes. However, few studies have described early TH and its predictors. Objectives We aimed to evaluate early TH and its predictors using magnetic resonance enterography (MRE) in patients with CD receiving ustekinumab (UST). Design This was a retrospective observational study. Methods Patients with active CD treated with UST and their intestinal segments with bowel wall thickness (BWT) ⩽ 3 mm at baseline were included. Clinical characteristics, laboratory indicators, endoscopic manifestations, and MRE indices were evaluated at baseline and week 26 (W26) of the therapy. The following MRE parameters were assessed: BWT, edema, apparent diffusion coefficient (ADC), Clermont score, Magnetic Resonance Index of Activity score, fat stranding, comb sign, and stricture. TH was defined as BWT ⩽ 3 mm without any signs of inflammation (i.e., ulceration, edema, diffusion-weighted hyperintensity, and increased contrast enhancement) at W26. Results The study included 37 patients with 106 intestinal segments (including 15 proximal small intestines, 33 terminal ilea, and 58 colons). Clinical features, laboratory indicators, endoscopic results, and MRE parameters at W26 were significantly improved after UST treatment in both patient-based and intestinal segment-based analysis. Seven (18.9%) patients and 26 (24.5%) intestinal segments achieved TH at W26. Baseline BWT [odds ratio (OR) = 0.287, 95% confidence interval (CI), 0.090-0.918, p = 0.035] and ADC (OR = 2.997, 95% CI, 1.009-8.908, p = 0.048) predict TH of patients at W26. Baseline ADC (OR = 2.857, 95% CI, 1.285-6.349, p = 0.010) and presence of stenosis (OR = 0.196, 95% CI, 0.052-0.735, p = 0.016) were associated with TH of segments at W26. Conclusion Early TH assessed by MRE was observed in nearly one-fifth of patients with CD and intestinal segments after UST treatment for 26 weeks. Baseline MRE indices such as BWT and presence of stenosis might negatively predict TH, while ADC might positively predict early TH.
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Affiliation(s)
- Longyuan Zhou
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Cicong Hu
- Department of Radiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Ruonan Zhang
- Department of Radiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Yun Qiu
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Yu Wang
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Zishan Liu
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Baili Chen
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Yao He
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Zhirong Zeng
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
| | - Xuehua Li
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan Er Road, Guangzhou, 510080, People’s Republic of China
| | - Ren Mao
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan Er Road, Guangzhou, 510080, People’s Republic of China
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, People’s Republic of China
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Solitano V, Dal Buono A, Gabbiadini R, Wozny M, Repici A, Spinelli A, Vetrano S, Armuzzi A. Fibro-Stenosing Crohn's Disease: What Is New and What Is Next? J Clin Med 2023; 12:jcm12093052. [PMID: 37176493 PMCID: PMC10179180 DOI: 10.3390/jcm12093052] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 04/03/2023] [Accepted: 04/19/2023] [Indexed: 05/15/2023] Open
Abstract
Fibro-stenosing Crohn's disease (CD) is a common disease presentation that leads to impaired quality of life and often requires endoscopic treatments or surgery. From a pathobiology perspective, the conventional view that intestinal fibro-stenosis is an irreversible condition has been disproved. Currently, there are no existing imaging techniques that can accurately quantify the amount of fibrosis within a stricture, and managing patients is challenging, requiring a multidisciplinary team. Novel therapies targeting different molecular components of the fibrotic pathways are increasing regarding other diseases outside the gut. However, a large gap between clinical need and the lack of anti-fibrotic agents in CD remains. This paper reviews the current state of pathobiology behind fibro-stenosing CD, provides an updated diagnostic and therapeutic approach, and finally, focuses on clinical trial endpoints and possible targets of anti-fibrotic therapies.
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Affiliation(s)
- Virginia Solitano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
- Division of Gastroenterology, Department of Medicine, Western University, London, ON N6A 4V2, Canada
| | - Arianna Dal Buono
- IBD Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Roberto Gabbiadini
- IBD Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Marek Wozny
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
| | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
- Department of Endoscopy, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Antonino Spinelli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
- Division of Colon and Rectal Surgery, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Stefania Vetrano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
- IBD Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
| | - Alessandro Armuzzi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
- IBD Center, IRCCS Humanitas Research Hospital, Rozzano, 20089 Milan, Italy
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Bae H, Seo N, Kang EA, Cheon JH, Lim JS, Kim MJ. Validation of the simplified magnetic resonance index of activity by using DWI without gadolinium enhancement to evaluate bowel inflammation in Crohn's disease. Eur Radiol 2023; 33:3266-3275. [PMID: 36899087 DOI: 10.1007/s00330-023-09501-7] [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: 01/04/2023] [Revised: 01/04/2023] [Accepted: 02/03/2023] [Indexed: 03/12/2023]
Abstract
OBJECTIVES To validate the modified simplified magnetic resonance index of activity (sMARIA) score using DWI on non-contrast magnetic resonance enterography (MRE) to evaluate active inflammation in patients with Crohn's disease (CD), compared to the original sMARIA scoring system, with and without contrast enhancement. METHODS This retrospective study included 275 bowel segments from 55 CD patients who underwent ileocolonoscopy and MRE within a 2-week period. Two blinded radiologists evaluated original sMARIA on both conventional MRE (CE-sMARIA) and non-contrast MRE (T2-sMARIA). Modified sMARIA was then evaluated using non-contrast MRE, replacing ulcerations with DWI grades. Three scoring systems were compared for diagnostic accuracy of active inflammation, correlation with simple endoscopic score (SES)-CD, and interobserver reproducibility. RESULTS The AUC of modified sMARIA for detecting active inflammation (0.863, 95% confidence interval [0.803-0.923]) was significantly higher than T2-sMARIA (0.827 [0.773-0.881], p = 0.017), and comparable to CE-sMARIA (0.908 [0.857-0.959], p = 0.122). CE-sMARIA, T2-sMARIA, and modified sMARIA all showed moderate correlation with SES-CD (r = 0.795, 0.722, and 0.777, respectively). Interobserver reproducibility of diffusion restriction (κ, 0.686 [0.602-0.770]) was significantly better than ulcers on conventional MRE (κ, 0.382 [0.212-0.552]; p = 0.001) and T2-weighted image (κ, 0.312 [0.034-0.590]; p = 0.012). CONCLUSIONS Modified sMARIA using DWI can improve the diagnostic performance of sMARIA on non-contrast MRE, showing comparable performance to sMARIA using contrast-enhanced MRE. KEY POINTS • DWI can improve the diagnostic performance of non-contrast magnetic resonance enterography (MRE) for assessing active inflammation in patients with Crohn's disease. • Modified simplified magnetic resonance index of activity (sMARIA) using DWI grades in place of ulcers showed comparable diagnostic performance to sMARIA using conventional MRE with contrast-enhanced sequences.
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Affiliation(s)
- Heejin Bae
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, Republic of Korea, 03722
| | - Nieun Seo
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, Republic of Korea, 03722.
| | - Eun Ae Kang
- Department of Internal Medicine, Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jae Hee Cheon
- Department of Internal Medicine, Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joon Seok Lim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, Republic of Korea, 03722
| | - Myeong-Jin Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, Republic of Korea, 03722
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Bohra A, Vasudevan A, Kutaiba N, Van Langenberg DR. Replacing Endoscopy with Magnetic Resonance Enterography for Mucosal Activity Assessment in Terminal Ileal Crohn's Disease: Are We There Yet? Diagnostics (Basel) 2023; 13:1061. [PMID: 36980368 PMCID: PMC10046927 DOI: 10.3390/diagnostics13061061] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 02/28/2023] [Accepted: 03/07/2023] [Indexed: 03/18/2023] Open
Abstract
Crohn's disease (CD) is a chronic immune mediated disorder that most commonly affects the small bowel and/or the large bowel. Treatment targets in CD include mucosal healing assessed via ileocolonoscopy and transmural healing assessed through cross-sectional imaging modalities such as magnetic resonance enterography (MRE). More recently, histological healing in CD has emerged as a treatment target, though it is made cumbersome given its reliance on frequent endoscopic examinations. With expert guidelines now recommending regular objective assessments as part of a treat-to-target approach, accurate non-invasive assessment will become increasingly critical. MRE has an established role in the assessment of small bowel CD, with growing data supportive of its ability in detecting disease activity at mucosal and histological levels. This could therefore potentially reduce the need for serial endoscopic assessment. Thus, this review will assess the capacity of individual MRE parameters and MRE indices for detecting mucosal and histological small bowel CD activity. Furthermore, challenging scenarios, such as CD activity detection in post-operative clinical scenarios and abnormal findings in the context of a normal ileocolonoscopy, will be explored.
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Affiliation(s)
- Anuj Bohra
- Department of Gastroenterology, Eastern Health, Box Hill, Melbourne 3128, Australia
| | - Abhinav Vasudevan
- Department of Gastroenterology, Eastern Health, Box Hill, Melbourne 3128, Australia
| | - Numan Kutaiba
- Department of Radiology, Eastern Health, Box Hill, Melbourne 3128, Australia
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Diagnostic accuracy of different cross-sectional imaging techniques for disease location and activity in Crohn's disease and external validation and comparison of MARIAs and IBUS-SAS. Abdom Radiol (NY) 2023; 48:821-832. [PMID: 36525049 DOI: 10.1007/s00261-022-03751-7] [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: 08/07/2022] [Revised: 11/16/2022] [Accepted: 11/16/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE The comparative accuracy of cross-sectional imaging techniques for evaluating Crohn's disease (CD) remains uncertain. This study aimed to assess diagnostic accuracy of disease location and activity in different cross-sectional images and validate and compare International Bowel Ultrasound Segmental Activity Score (IBUS-SAS) and Simplified Magnetic Resonance Index of Activity (MARIAs). METHODS CD patients were retrospectively included from August 2018 to May 2021. We compared accuracy of B-mode intestinal ultrasound (B-IUS), computed tomography enterography (CTE), and magnetic resonance enterography (MRE) for the identification of disease location. Meanwhile, disease activity was compared on B-IUS, color Doppler imaging, CTE, and MRE. ROC analyses were used to validate MARIAs and IBUS-SAS. Spearman rank correlation was performed to evaluate the relationships between MARIAs/IBUS-SAS and CDAI, SES-CD, and inflammatory indicators. RESULTS A total of 115 CD patients were evaluated. The diagnostic accuracy of MRE in detecting small bowel disease was superior to that of B-IUS/CTE, showing sensitivity (89.3%), specificity (71.4%), and AUC (0.820). B-IUS had the highest sensitivity (81.2%), specificity (84.8%), and AUC (0.830) for detecting terminal ileal lesions. The diagnostic accuracy for colonic disease and disease activity was not significantly different among these techniques. In the validation of IBUS-SAS, the AUC was 0.860, with an optimal cutoff value to predict active disease of 46.7. MARIAs and IBUS-SAS showed no significant differences in the correlations of CDAI, SES-CD, and inflammatory indicators. CONCLUSION MRE and B-IUS are more sensitive for detecting small bowel CD and terminal ileal CD, respectively. IBUS-SAS has potential for precisely defining CD activity.
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Quansah E, Gardey E, Ramoji A, Meyer-Zedler T, Goehrig B, Heutelbeck A, Hoeppener S, Schmitt M, Waldner M, Stallmach A, Popp J. Intestinal epithelial barrier integrity investigated by label-free techniques in ulcerative colitis patients. Sci Rep 2023; 13:2681. [PMID: 36792686 PMCID: PMC9931702 DOI: 10.1038/s41598-023-29649-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 02/08/2023] [Indexed: 02/17/2023] Open
Abstract
The intestinal epithelial barrier, among other compartments such as the mucosal immune system, contributes to the maintenance of intestinal homeostasis. Therefore, any disturbance within the epithelial layer could lead to intestinal permeability and promote mucosal inflammation. Considering that disintegration of the intestinal epithelial barrier is a key element in the etiology of ulcerative colitis, further assessment of barrier integrity could contribute to a better understanding of the role of epithelial barrier defects in ulcerative colitis (UC), one major form of chronic inflammatory bowel disease. Herein, we employ fast, non-destructive, and label-free non-linear methods, namely coherent anti-Stokes Raman scattering (CARS), second harmonic generation (SHG), two-photon excited fluorescence (TPEF), and two-photon fluorescence lifetime imaging (2P-FLIM), to assess the morpho-chemical contributions leading to the dysfunction of the epithelial barrier. For the first time, the formation of epithelial barrier gaps was directly visualized, without sophisticated data analysis procedures, by the 3D analysis of the colonic mucosa from severely inflamed UC patients. The results were compared with histopathological and immunofluorescence images and validated using transmission electron microscopy (TEM) to indicate structural alterations of the apical junction complex as the underlying cause for the formation of the epithelial barrier gaps. Our findings suggest the potential advantage of non-linear multimodal imaging is to give precise, detailed, and direct visualization of the epithelial barrier in the gastrointestinal tract, which can be combined with a fiber probe for future endomicroscopy measurements during real-time in vivo imaging.
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Affiliation(s)
- Elsie Quansah
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Centre for Photonics in Infection Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Elena Gardey
- Department of Internal Medicine IV (Gastroenterology, Hepatology, Infectious Diseases and Interdisciplinary Endoscopy), Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747, Jena, Germany
- Friedrich Schiller University Jena, Jena Center for Soft Matter (JCSM), Philosophenweg 7, 07743, Jena, Germany
| | - Anuradha Ramoji
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Centre for Photonics in Infection Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany.
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany.
- Jena University Hospital, Center for Sepsis Control and Care (CSCC), Friedrich Schiller University Jena, Erlanger Allee 101, 07747, Jena, Germany.
| | - Tobias Meyer-Zedler
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Centre for Photonics in Infection Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Bianca Goehrig
- Institute for Occupational, Social, and Environmental Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747, Jena, Germany
| | - Astrid Heutelbeck
- Institute for Occupational, Social, and Environmental Medicine, Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747, Jena, Germany
| | - Stephanie Hoeppener
- Friedrich Schiller University Jena, Jena Center for Soft Matter (JCSM), Philosophenweg 7, 07743, Jena, Germany
- Laboratory of Organic and Macromolecular Chemistry (IOMC), Friedrich Schiller University Jena, Humboldtstraße 10, 07743, Jena, Germany
| | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Centre for Photonics in Infection Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Maximillian Waldner
- Department of Medicine, University of Erlangen-Nuremberg, 91054, Erlangen, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV (Gastroenterology, Hepatology, Infectious Diseases and Interdisciplinary Endoscopy), Jena University Hospital, Friedrich Schiller University Jena, Am Klinikum 1, 07747, Jena, Germany
- Friedrich Schiller University Jena, Jena Center for Soft Matter (JCSM), Philosophenweg 7, 07743, Jena, Germany
| | - Jürgen Popp
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Centre for Photonics in Infection Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
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Ledder O, Turner D. Clinical Indices for Pediatric Inflammatory Bowel Disease Research. PEDIATRIC INFLAMMATORY BOWEL DISEASE 2023:653-670. [DOI: 10.1007/978-3-031-14744-9_46] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Cicero G, Alibrandi A, Blandino A, Ascenti V, Fries W, Viola A, Mazziotti S. DWI ratios: New indexes for Crohn's disease activity at magnetic resonance enterography? LA RADIOLOGIA MEDICA 2023; 128:16-26. [PMID: 36583843 DOI: 10.1007/s11547-022-01573-7] [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: 08/03/2022] [Accepted: 12/05/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND The aim of the study was to provide radiologists and clinicians a rapid tool for assessment of intestinal inflammation in Crohn's disease (CD) patients through quantification of diffusion-weighted imaging (DWI) signal intensity while performing magnetic resonance enterography (MRE). MATERIALS AND METHODS A monocentric retrospective study was conducted between September 2018 and July 2021 on CD patients who underwent MRE. Two radiologists measured signal intensity on DWI scans at the highest b-value (800 s/mm2) within pathologic intestinal walls, lymph nodes, spleen and psoas muscle and calculated the relative ratios. Spearman, Mann-Whitney and Jonckheere-Terpstra tests were applied for estimating correlation among ratios, significant differences between the two patient groups and determining the trend in relation to endoscopic classes. Wilcoxon's and Cronbach's alpha tests were employed for comparison of DWI measurements and ratios between the two observers. RESULTS Fifty-nine patients were enrolled in the study. In the non-surgical group, correlation has been found among Simple Endoscopic Score for Crohn's Disease (SES-CD) classes and the different ratios: bowel/spleen (p = 0.034), bowel/psoas (p = 0.008) and bowel/lymph node (p = 0.010). Within the surgical group, positive correlation was found only between bowel/lymph node ratio and bowel/psoas ratio (p = 0.014). The J-T test demonstrated an increasing monotonic trend for bowel/psoas ratio and bowel/lymph node ratio and SES-CD classes. Inter-reader evaluation demonstrated no statistical differences for DWI measurements and high degree of concordance for the final ratios. CONCLUSION DWI ratios correlate with endoscopic classes in non-surgical patients and have inter-observer reproducibility.
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Affiliation(s)
- Giuseppe Cicero
- Department of Biomedical Sciences and Morphological and Functional Imaging, University of Messina, Policlinico "G. Martino" Via Consolare Valeria 1, 98100, Messina, Italy.
| | - Angela Alibrandi
- Division of Statistical and Mathematical Sciences, Department of Economics, University of Messina, Messina, Italy
| | - Alfredo Blandino
- Department of Biomedical Sciences and Morphological and Functional Imaging, University of Messina, Policlinico "G. Martino" Via Consolare Valeria 1, 98100, Messina, Italy
| | - Velio Ascenti
- Diagnostic and Interventional Radiology Unit, University of Milan, Milan, Italy
| | - Walter Fries
- Inflammatory Bowel Disease Unit, A.O.U. Policlinico "G. Martino", Messina, Italy
| | - Anna Viola
- Inflammatory Bowel Disease Unit, A.O.U. Policlinico "G. Martino", Messina, Italy
| | - Silvio Mazziotti
- Department of Biomedical Sciences and Morphological and Functional Imaging, University of Messina, Policlinico "G. Martino" Via Consolare Valeria 1, 98100, Messina, Italy
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Serum Leucine-Rich α2 Glycoprotein: A Novel Biomarker for Transmural Inflammation in Crohn's Disease. Am J Gastroenterol 2022:00000434-990000000-00615. [PMID: 36571769 DOI: 10.14309/ajg.0000000000002127] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 11/14/2022] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Leucine-rich alpha-2 glycoprotein (LRG) is a newly studied biomarker for inflammatory diseases. This study aimed to investigate whether LRG can be used for evaluating transmural activity in patients with Crohn's disease (CD). METHODS We performed magnetic resonance enterography (MRE) in 227 consecutive CD patients from June 2020 to August 2021. We prospectively compared MRE findings with clinical and laboratory data including LRG. MRE was evaluated using 2 validated scoring systems, and transmural inflammation was defined as having a maximum simplified magnetic resonance index of activity (sMaRIA) score of ≥4 and a 5-point classification score of ≥9, respectively. RESULTS The correlation between LRG and the total MRE score showed a positive correlation ( r = 0.576 for sMaRIA score, P < 0.01 and r = 0.633 for 5-point score, P < 0.01). Serum concentrations of LRG significantly increased as MRE scores increased ( P < 0.01). The area under the curve of LRG for sMaRIA score of ≥4 and 5-point score of ≥9 was 0.845 and 0.869, respectively, which was significantly higher than that of CDAI ( P < 0.01) or C-reactive protein ( P < 0.01). LRG levels of ≥14 μg/mL had a 67% sensitivity and a 90% specificity for sMaRIA score of ≥4, and 73% sensitivity and 89% specificity for 5-point score of ≥9. Patients with high LRG levels were also strongly associated with CD-related hospitalization, surgery, and clinical relapse compared to those with low LRG levels ( P < 0.01 for all). DISCUSSION LRG is a highly accurate serum biomarker for detecting transmural activity in CD patients. Results need to be validated in further multicenter studies.
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Wang Y, Zhang R, Mao R, Li X. Inflammatory bowel disease cross-sectional imaging: What's new? United European Gastroenterol J 2022; 10:1179-1193. [PMID: 36461914 PMCID: PMC9752287 DOI: 10.1002/ueg2.12343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 11/13/2022] [Indexed: 12/07/2022] Open
Abstract
Cross-sectional imaging-ultrasonography, computed tomography enterography, and magnetic resonance enterography-is a routine and indispensable tool for patients with Crohn's disease (CD) that helps to detect or monitor disease characteristics before, during, and after CD treatment. New emerging radiological technologies may have further clinical applications in the management of CD. In this review article, we focus on the latest developments in cross-sectional imaging in CD research, including its role in intra- and extra-luminal lesion detection, intestinal inflammation and fibrosis grading, therapeutic response assessment and outcome prediction, postoperative recurrence detection and prediction, and the gut-brain axis.
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Affiliation(s)
- Yang‐di Wang
- Department of RadiologyThe First Affiliated Hospital, Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
| | - Ruo‐nan Zhang
- Department of RadiologyThe First Affiliated Hospital, Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
| | - Ren Mao
- Department of GastroenterologyThe First Affiliated Hospital, Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
| | - Xue‐hua Li
- Department of RadiologyThe First Affiliated Hospital, Sun Yat‐Sen UniversityGuangzhouPeople's Republic of China
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Guez I, Focht G, Greer MLC, Cytter-Kuint R, Pratt LT, Castro DA, Turner D, Griffiths AM, Freiman M. Development of a multimodal machine-learning fusion model to non-invasively assess ileal Crohn's disease endoscopic activity. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 227:107207. [PMID: 36375417 DOI: 10.1016/j.cmpb.2022.107207] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 09/22/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND AND OBJECTIVE Recurrent attentive non-invasive observation of intestinal inflammation is essential for the proper management of Crohn's disease (CD). The goal of this study was to develop and evaluate a multi-modal machine-learning (ML) model to assess ileal CD endoscopic activity by integrating information from Magnetic Resonance Enterography (MRE) and biochemical biomarkers. METHODS We obtained MRE, biochemical and ileocolonoscopy data from the multi-center ImageKids study database. We developed an optimized multimodal fusion ML model to non-invasively assess terminal ileum (TI) endoscopic disease activity in CD from MRE data. We determined the most informative features for model development using a permutation feature importance technique. We assessed model performance in comparison to the clinically recommended linear-regression MRE model in an experimental setup that consisted of stratified 2-fold validation, repeated 50 times, with the ileocolonoscopy-based Simple Endoscopic Score for CD at the TI (TI SES-CD) as a reference. We used the predictions' mean-squared-error (MSE) and the receiver operation characteristics (ROC) area under curve (AUC) for active disease classification (TI SEC-CD≥3) as performance metrics. RESULTS 121 subjects out of the 240 subjects in the ImageKids study cohort had all required information (Non-active CD: 62 [51%], active CD: 59 [49%]). Length of disease segment and normalized biochemical biomarkers were the most informative features. The optimized fusion model performed better than the clinically recommended model determined by both a better median test MSE distribution (7.73 vs. 8.8, Wilcoxon test, p<1e-5) and a better aggregated AUC over the folds (0.84 vs. 0.8, DeLong's test, p<1e-9). CONCLUSIONS Optimized ML models for ileal CD endoscopic activity assessment have the potential to enable accurate and non-invasive attentive observation of intestinal inflammation in CD patients. The presented model is available at https://tcml-bme.github.io/ML_SESCD.html.
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Affiliation(s)
- Itai Guez
- Faculty of Industrial Engineering, Technion - Israel Institute of Technology, Haifa, Israel.
| | - Gili Focht
- Shaare Zedek Medical Center, Jerusalem, Israel
| | | | | | - Li-Tal Pratt
- Kingston Health Sciences Centre, Queen's University, Kingston, Canada
| | - Denise A Castro
- Kingston Health Sciences Centre, Queen's University, Kingston, Canada
| | - Dan Turner
- Shaare Zedek Medical Center, Jerusalem, Israel
| | | | - Moti Freiman
- Faculty of Biomedical Engineering, Technion - Israel Institute of Technology, Haifa, Israel
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Rimola J, Torres J, Kumar S, Taylor SA, Kucharzik T. Recent advances in clinical practice: advances in cross-sectional imaging in inflammatory bowel disease. Gut 2022; 71:2587-2597. [PMID: 35927032 PMCID: PMC9664122 DOI: 10.1136/gutjnl-2021-326562] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 07/20/2022] [Indexed: 12/17/2022]
Abstract
Endoscopy remains the reference standard for the diagnosis and assessment of patients with inflammatory bowel disease (IBD), but it has several important limitations. Cross-sectional imaging techniques such as magnetic resonance enterography (MRE) and intestinal ultrasound (IUS) are better tolerated and safer. Moreover, they can examine the entire bowel, even in patients with stenoses and/or severe inflammation. A variety of cross-sectional imaging activity scores strongly correlate with endoscopic measures of mucosal inflammation in the colon and terminal ileum. Unlike endoscopy, cross-sectional techniques allow complete visualisation of the small-bowel and assess for extraintestinal disease, which occurs in nearly half of patients with IBD. Extramural findings may predict outcomes better than endoscopic mucosal assessment, so cross-sectional techniques might help identify more relevant therapeutic targets. Coupled with their high sensitivity, these advantages have made MRE and IUS the primary non-invasive options for diagnosing and monitoring Crohn's disease; they are appropriate first-line investigations, and have become viable alternatives to colonoscopy. This review discusses cross-sectional imaging in IBD in current clinical practice as well as research lines that will define the future role of these techniques.
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Affiliation(s)
- Jordi Rimola
- IBD Unit, Radiology Department, Hospital Clínic de Barcelona, Barcelona, Spain .,IDIBAPS, Barcelona, Spain
| | - Joana Torres
- Gastroenterology Division, Hospital Beatriz Ângelo, Loures, Portugal,Gastroenterology Division, Hospital da Luz, Lisboa, Portugal
| | - Shankar Kumar
- Centre for Medical Imaging, University College London, London, UK
| | - Stuart A Taylor
- Centre for Medical Imaging, University College London, London, UK
| | - Torsten Kucharzik
- Department of Gastroenterology, Stadtisches Klinikum Luneburg gGmbH, Luneburg, Germany
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Grassi G, Laino ME, Fantini MC, Argiolas GM, Cherchi MV, Nicola R, Gerosa C, Cerrone G, Mannelli L, Balestrieri A, Suri JS, Carriero A, Saba L. Advanced imaging and Crohn's disease: An overview of clinical application and the added value of artificial intelligence. Eur J Radiol 2022; 157:110551. [PMID: 36279627 DOI: 10.1016/j.ejrad.2022.110551] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/23/2022] [Accepted: 09/27/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE The purpose of this narrative review is to describe the clinical applications of advanced computed tomography (CT) and magnetic resonance (MRI) techniques in patients affected by Crohn's disease (CD), giving insights about the added value of artificial intelligence (AI) in this field. METHODS We performed a literature search comparing standardized and advanced imaging techniques for CD diagnosis. Cross-sectional imaging is essential for the identification of lesions, the assessment of active or relapsing disease and the evaluation of complications. RESULTS The studies reviewed show that new advanced imaging techniques and new MRI sequences could be integrated into standard protocols, to achieve a reliable quantification of CD activity, improve the lesions' characterization and the evaluation of therapy response. These promising tools are: dual-energy CT (DECT) post-processing techniques, diffusion-weighted MRI (DWI-MRI), dynamic contrast-enhanced MRI (DCE-MRI), Magnetization Transfer MRI (MT-MRI) and CINE-MRI. Furthermore, AI solutions show a potential when applied to radiological techniques in these patients. Machine learning (ML) algorithms and radiomic features prove to be useful in improving the diagnostic accuracy of clinicians and in attempting a personalized medicine approach, stratifying patients by predicting their prognosis. CONCLUSIONS Advanced imaging is crucial in the diagnosis, lesions' characterisation and in the estimation of the abdominal involvement in CD. New AI developments are promising tools that could support doctors in the management of CD affected patients.
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Affiliation(s)
- Giovanni Grassi
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato (Cagliari) 09045, Italy
| | - Maria Elena Laino
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato (Cagliari) 09045, Italy; Artificial Intelligence Center, IRCSS Humanitas Research Hospital, via Manzoni 56, Rozzano, Milano, Italy.
| | - Massimo Claudio Fantini
- Department of Gastroenterology Surgery, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato s.s. 554 Monserrato (Cagliari) 09045, Italy
| | | | - Maria Valeria Cherchi
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato (Cagliari) 09045, Italy
| | - Refky Nicola
- Roswell Park Cancer Institute, Jacobs School of Medicine and Biomedical Science, Buffalo, NY, USA
| | - Clara Gerosa
- Department of Pathology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - University Hospital San Giovanni di Dio, (Cagliari) 09045, Italy
| | - Giulia Cerrone
- Department of Pathology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - University Hospital San Giovanni di Dio, (Cagliari) 09045, Italy
| | | | - Antonella Balestrieri
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato (Cagliari) 09045, Italy
| | - Jasjit S Suri
- Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA, USA; Knowledge Engineering Center, Global Biomedical Technologies, Inc., Roseville, CA, USA; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID, USA
| | - Alessandro Carriero
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari - Polo di Monserrato, s.s. 554 Monserrato (Cagliari) 09045, Italy
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Xu Z, Chen JJ, Mei Q, Li Y, Xu J. Expression of 5-hydroxytryptamine 7 receptor in intestinal mucosa correlates with the degree of intestinal inflammation in Crohn’s disease. BMC Gastroenterol 2022; 22:457. [DOI: 10.1186/s12876-022-02513-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 09/21/2022] [Indexed: 11/16/2022] Open
Abstract
Abstract
Background
Crohn’s disease (CD), an inflammatory bowel disease (IBD), is a complex and heterogeneous disease characterized by nonspecific transmural inflammation of the gastrointestinal tract. CD has a variety of potential causes with no effective treatment available yet. Current clinical laboratory findings from patients do not provide direct indication of the status of mucosal inflammation in the intestine. Recently, it has been found that intestinal inflammation is generally associated with increased levels of 5-hydroxytryptamine (5-HT), which acts as an important gastrointestinal signaling molecule in intestinal homeostasis by stimulating specific receptors. Most previous researches were carried out in vitro or with animal models, and there was a lack of authentic clinical research. In this study, clinical specimens from patients with Crohn’s disease were used to investigate the expression of 5-hydroxytryptamine 7 receptor (5-HT7R) in the induction and development of chronic non-specific inflammatory bowel disease.
Methods
Patients with CD admitted to the Department of Gastroenterology in the First Affiliated Hospital of Anhui Medical University between June 2014 and January 2018 were recruited, among which 28 were in active disease and 32 were in remission. In addition, 20 patients who had no obvious abnormality by colonoscopy in the hospital during the same time period were recruited into the control group. Data of clinical disease activity (CDAI), CD endoscopic score (SES-CD) and magnetic resonance score (MaRIA) were collected from those two groups of patients. The expression and distribution of 5-HT7R were investigated and their correlations with clinical CDAI, MaRIA, and endoscopic SES-CD scores were analyzed.
Results
Our study demonstrated that 5-HT7R is expressed in intestinal neurons and CD11C-positive cells in human colon. In CD11c/CD86 double-positive cells in the bowel, 5-HT7R expression was significantly increased in the inflammatory area in the bowel of CD patients, and it was closely related to disease severity, MaRIA, and SES-CD scores.
Conclusion
The expression of 5-HT7R was significantly correlated with the degree of gut inflammation in CD patients and could be a potential biomarker for disease activity and the therapeutic efficacy in patients with Crohn’s Disease.
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