1
|
Taylor SA, Kumar S, Parry T, Mallett S, Travis S, Raine T, Clarke C, Weng JY, Bhatnagar G, Bloom S, Hamlin PJ, Hart A, Vega R, Hameed M, Bhagwanani A, Greenhalgh R, Helbren E, Stephenson J, Zealley I, Eze V, Franklin J, Corr A, Gupta A, Tolan D, Hogg W, Higginson A, Ahmed M, Lee L, Pollok R, Patel J, Baillie S, Halligan S, Plumb A. Magnetic resonance enterography to predict subsequent disabling Crohn's disease in newly diagnosed patients (METRIC-EF)-multivariable prediction model, multicentre diagnostic inception cohort. Eur Radiol 2025:10.1007/s00330-025-11636-8. [PMID: 40369265 DOI: 10.1007/s00330-025-11636-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Revised: 03/11/2025] [Accepted: 04/05/2025] [Indexed: 05/16/2025]
Abstract
OBJECTIVES Magnetic resonance enterography (MRE) is a first-line investigation to diagnose Crohn's disease (CD), but its role for prognostication is unknown. Accordingly, we assessed the predictive ability of prognostic models including MRE scores (MRE Global Score (MEGS), simplified MR Index of Activity (sMARIA), and Lémann index (LI)) against models using clinical predictors alone for the development of modified Beaugerie disabling CD (MBDD) within 5 years of diagnosis. METHODS This was a multicentre, diagnostic inception cohort of patients with newly diagnosed CD across 9 UK hospitals, followed for 4 years or more. We censored development of MBDD ≤ 90 days from diagnosis, and used time-to-event models using Royston-Parmer flexible parametric models. RESULTS We included 194 patients, median age 29, IQR 22-44 years, 52% female. Within 5 years of diagnosis, 42% (81/194) developed MBDD. In univariable analysis, initial steroid requirement was associated with increased risk of developing MBDD (HR 2.11 (95% CI 1.36, 3.26). The baseline clinical model had 49% (39, 60) sensitivity and 66% (57, 74) specificity for predicting the top 40% of patients with the greatest risk of developing MBDD, and 86% (77, 92) sensitivity and 35% (27, 45) specificity for predicting the development of MBDD in patients with an absolute risk of ≥ 10%. There was no significant difference in sensitivity when the MEGS, sMARIA, or LI were added to the baseline clinical model. CONCLUSIONS Addition of MRE scores at diagnosis to a multivariable model comprising clinical predictors did not improve prediction of MBDD within 5 years of diagnosis. KEY POINTS Question Magnetic resonance enterography (MRE) is important for diagnosing and monitoring Crohn's disease (CD), but primary research evaluating its prognostic role is lacking. Findings Adding MRE findings at diagnosis to a multivariable model comprising clinical predictors did not improve the prediction of disabling CD within 5 years of diagnosis. Clinical relevance When tested in a prospective, multicentre trial, current MRE activity and damage scores at diagnosis did not reliably predict whether patients would subsequently develop disabling CD. Notwithstanding this finding, MRE remains an essential tool for diagnosis and monitoring.
Collapse
Affiliation(s)
- Stuart A Taylor
- Centre for Medical Imaging, University College London (UCL), London, UK.
| | - Shankar Kumar
- Centre for Medical Imaging, University College London (UCL), London, UK
| | - Thomas Parry
- Centre for Medical Imaging, University College London (UCL), London, UK
| | - Sue Mallett
- Centre for Medical Imaging, University College London (UCL), London, UK
| | - Simon Travis
- Kennedy Institute and Translational Gastroenterology Unit, University of Oxford and Biomedical Research Centre, Oxford, UK
| | - Tim Raine
- Department of Gastroenterology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Caroline Clarke
- Research Department of Primary Care and Population Health, University College London (UCL), London, UK
| | - Jing Yi Weng
- Research Department of Primary Care and Population Health, University College London (UCL), London, UK
| | - Gauraang Bhatnagar
- Centre for Medical Imaging, University College London (UCL), London, UK
- Department of Radiology, Frimley Park Hospital, Surrey, UK
| | - Stuart Bloom
- Department of Gastroenterology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Peter John Hamlin
- Department of Gastroenterology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Ailsa Hart
- Inflammatory Bowel Disease Unit, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Roser Vega
- Department of Gastroenterology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Maira Hameed
- Centre for Medical Imaging, University College London (UCL), London, UK
| | | | - Rebecca Greenhalgh
- Department of Intestinal Imaging, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Emma Helbren
- Department of Radiology, Hull University Teaching Hospitals NHS Trust, Hull, UK
| | - James Stephenson
- Centre for Medical Imaging, University College London (UCL), London, UK
- Department of Radiology, University Hospitals of Leicester NHS Foundation Trust, Leicester, UK
| | - Ian Zealley
- Department of Radiology, Ninewells Hospital and Medical School, Dundee, UK
| | - Vivienne Eze
- Department of Radiology, Maidstone and Tunbridge Wells NHS Foundation Trust, Kent, UK
| | - Jamie Franklin
- Institute of Medical Imaging & Visualisation, Department of Medical Science & Public Health, Faculty of Health & Social Sciences, Bournemouth University, Bournemouth, UK
| | - Alison Corr
- Department of Intestinal Imaging, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Arun Gupta
- Department of Intestinal Imaging, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Damian Tolan
- Department of Radiology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - William Hogg
- Department of Radiology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Antony Higginson
- Department of Radiology, Queen Alexandra Hospital, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Mohamed Ahmed
- Department of Gastroenterology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Louise Lee
- Department of Radiology, University Hospitals of Leicester NHS Foundation Trust, Leicester, UK
| | - Richard Pollok
- Infection and Immunity Research Institute, St George's University of London, London, UK
- Department of Gastroenterology, St George's University Hospitals NHS Foundation Trust London, London, UK
| | - Jaymin Patel
- Department of Radiology, St George's University Hospitals NHS Foundation Trust London, London, UK
| | - Samantha Baillie
- Department of Gastroenterology, St George's University Hospitals NHS Foundation Trust London, London, UK
| | - Steve Halligan
- Centre for Medical Imaging, University College London (UCL), London, UK
| | - Andrew Plumb
- Centre for Medical Imaging, University College London (UCL), London, UK
| |
Collapse
|
2
|
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.
Collapse
Affiliation(s)
- Naomi S. Sakai
- Centre for Medical ImagingUniversity College LondonLondonUK
| | | | | |
Collapse
|
3
|
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.
Collapse
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
| |
Collapse
|
4
|
Gu P, Mendonca O, Carter D, Dube S, Wang P, Huang X, Li D, Moore JH, McGovern DPB. AI-luminating Artificial Intelligence in Inflammatory Bowel Diseases: A Narrative Review on the Role of AI in Endoscopy, Histology, and Imaging for IBD. Inflamm Bowel Dis 2024; 30:2467-2485. [PMID: 38452040 DOI: 10.1093/ibd/izae030] [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: 10/17/2023] [Indexed: 03/09/2024]
Abstract
Endoscopy, histology, and cross-sectional imaging serve as fundamental pillars in the detection, monitoring, and prognostication of inflammatory bowel disease (IBD). However, interpretation of these studies often relies on subjective human judgment, which can lead to delays, intra- and interobserver variability, and potential diagnostic discrepancies. With the rising incidence of IBD globally coupled with the exponential digitization of these data, there is a growing demand for innovative approaches to streamline diagnosis and elevate clinical decision-making. In this context, artificial intelligence (AI) technologies emerge as a timely solution to address the evolving challenges in IBD. Early studies using deep learning and radiomics approaches for endoscopy, histology, and imaging in IBD have demonstrated promising results for using AI to detect, diagnose, characterize, phenotype, and prognosticate IBD. Nonetheless, the available literature has inherent limitations and knowledge gaps that need to be addressed before AI can transition into a mainstream clinical tool for IBD. To better understand the potential value of integrating AI in IBD, we review the available literature to summarize our current understanding and identify gaps in knowledge to inform future investigations.
Collapse
Affiliation(s)
- Phillip Gu
- F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | - Dan Carter
- Department of Gastroenterology, Sheba Medical Center, Tel Aviv, Israel
| | - Shishir Dube
- F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Paul Wang
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Xiuzhen Huang
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Debiao Li
- Biomedical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jason H Moore
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Dermot P B McGovern
- F. Widjaja Inflammatory Bowel Disease Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| |
Collapse
|
5
|
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.
Collapse
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
| |
Collapse
|
6
|
Stidham RW, Enchakalody B, Wang SC, Su GL, Ross B, Al-Hawary M, Wasnik AP. Artificial Intelligence for Quantifying Cumulative Small Bowel Disease Severity on CT-Enterography in Crohn's Disease. Am J Gastroenterol 2024; 119:1885-1893. [PMID: 38661148 PMCID: PMC11579253 DOI: 10.14309/ajg.0000000000002828] [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: 10/14/2023] [Accepted: 03/22/2024] [Indexed: 04/26/2024]
Abstract
INTRODUCTION Assessing the cumulative degree of bowel injury in ileal Crohn's disease (CD) is difficult. We aimed to develop machine learning (ML) methodologies for automated estimation of cumulative ileal injury on computed tomography-enterography (CTE) to help predict future bowel surgery. METHODS Adults with ileal CD using biologic therapy at a tertiary care center underwent ML analysis of CTE scans. Two fellowship-trained radiologists graded bowel injury severity at granular spatial increments along the ileum (1 cm), called mini-segments. ML segmentation methods were trained on radiologist grading with predicted severity and then spatially mapped to the ileum. Cumulative injury was calculated as the sum (S-CIDSS) and mean of severity grades along the ileum. Multivariate models of future small bowel resection were compared with cumulative ileum injury metrics and traditional bowel measures, adjusting for laboratory values, medications, and prior surgery at the time of CTE. RESULTS In 229 CTE scans, 8,424 mini-segments underwent analysis. Agreement between ML and radiologists injury grading was strong (κ = 0.80, 95% confidence interval 0.79-0.81) and similar to inter-radiologist agreement (κ = 0.87, 95% confidence interval 0.85-0.88). S-CIDSS (46.6 vs 30.4, P = 0.0007) and mean cumulative injury grade scores (1.80 vs 1.42, P < 0.0001) were greater in CD biologic users that went to future surgery. Models using cumulative spatial metrics (area under the curve = 0.76) outperformed models using conventional bowel measures, laboratory values, and medical history (area under the curve = 0.62) for predicting future surgery in biologic users. DISCUSSION Automated cumulative ileal injury scores show promise for improving prediction of outcomes in small bowel CD. Beyond replicating expert judgment, spatial enterography analysis can augment the personalization of bowel assessment in CD.
Collapse
Affiliation(s)
- Ryan W Stidham
- Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, Michigan, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
| | - Binu Enchakalody
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
| | - Stewart C Wang
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
| | - Grace L Su
- Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, Michigan, USA
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
| | - Brian Ross
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
| | - Mahmoud Al-Hawary
- Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, Michigan, USA
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Ashish P Wasnik
- Morphomics Analysis Group, University of Michigan, Ann Arbor, Michigan, USA
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
7
|
Chacon MA, Wilson NA. The Challenge of Small Intestine Length Measurement: A Systematic Review of Imaging Techniques. J Surg Res 2023; 290:71-82. [PMID: 37210758 PMCID: PMC10330168 DOI: 10.1016/j.jss.2023.04.011] [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: 11/30/2022] [Revised: 03/22/2023] [Accepted: 04/15/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND Short bowel syndrome is the most common cause of intestinal failure, with morbidity and mortality linked to remanent small intestine length. There is no current standard for noninvasive bowel length measurement. MATERIALS AND METHODS The literature was systematically searched for articles describing measurements of small intestine length from radiographic studies. Inclusion required reporting intestinal length as an outcome and use of diagnostic imaging for length assessment compared to a ground truth. Two reviewers independently screened studies for inclusion, extracted data, and assessed study quality. RESULTS Eleven studies met the inclusion criteria and reported small intestinal length measurement using four imaging modalities: barium follow-through, ultrasound, computed tomography, and magnetic resonance. Five barium follow-through studies reported variable correlations with intraoperative measurements (r = 0.43-0.93); most (3/5) reported underestimation of length. US studies (n = 2) did not correlate with ground truths. Two computed tomography studies reported moderate-to-strong correlations with pathologic (r = 0.76) and intraoperative measurements (r = 0.99). Five studies of magnetic resonance showed moderate-to-strong correlations with intraoperative or postmortem measurements (r = 0.70-0.90). Vascular imaging software was used in two studies, and a segmentation algorithm was used for measurements in one. CONCLUSIONS Noninvasive measurement of small intestine length is challenging. Three-dimensional imaging modalities reduce the risk of length underestimation, which is common with two-dimensional techniques. However, they also require longer times to perform length measurements. Automated segmentation has been trialed for magnetic resonance enterography, but this method does not translate directly to standard diagnostic imaging. While three-dimensional images are most accurate for length measurement, they are limited in their ability to measure intestinal dysmotility, which is an important functional measure in patients with intestinal failure. Future work should validate automated segmentation and measurement software using standard diagnostic imaging protocols.
Collapse
Affiliation(s)
- Miranda A Chacon
- Department of Surgery, University of Rochester Medical Center, Rochester, New York
| | - Nicole A Wilson
- Division of Pediatric Surgery, Department of Surgery, University of Rochester Medical Center, Rochester, New York; Department of Biomedical Engineering, University of Rochester, Rochester, New York.
| |
Collapse
|
8
|
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.
Collapse
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
| |
Collapse
|
9
|
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.
Collapse
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
| |
Collapse
|
10
|
Hu J, Wu J, Zhang P, Hu N, Mei Q, Wu X, Han W. Evaluation of symptomatic small bowel stricture in Crohn's disease by double-balloon endoscopy. BMC Gastroenterol 2023; 23:247. [PMID: 37475007 PMCID: PMC10360240 DOI: 10.1186/s12876-023-02839-8] [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: 10/26/2022] [Accepted: 05/30/2023] [Indexed: 07/22/2023] Open
Abstract
PURPOSE To assess the efficacy of double-balloon endoscopy (DBE) for the detection of small-bowel strictures in Crohn's disease (CD). METHODS This tertiary-referral hospital cohort study was conducted between January 2018 and May 2022. CD patients with symptoms of small-bowel stricture were enrolled sequentially. All of the patients were subjected to both computed tomography enterography (CTE) and DBE, and their symptoms of stricture were assessed using the Crohn's Disease Obstructive Score (CDOS). The diagnostic yield of DBE was compared to that of CTE, and the relationship between the DBE findings and CDOS was investigated. The factors influencing the DBE diagnosis were examined using Cox regression analysis. RESULTS This study included 165 CD patients. The CDOS scores were higher in 95 patients and lower in 70 patients. DBE detected 92.7% (153/165) and CTE detected 85.5% (141/165) of the strictures. The DBE diagnostic yields were 94.7% (90/95) in the high CDOS patients and 91.4% (64/70) in the low CDOS patients (P = 0.13). Patients with a history of abdominal surgery and abscess had a lower diagnosis rate in the multivariate analysis. CONCLUSION DBE has been demonstrated to be an efficient diagnostic method for detecting small bowel strictures in CD patients. Additionally, there was no difference in the diagnostic yields between patients with low and high obstructive scores.
Collapse
Affiliation(s)
- Jing Hu
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, 230022, Anhui Province, People's Republic of China
| | - Juan Wu
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, 230022, Anhui Province, People's Republic of China
| | - Peipei Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, 230022, Anhui Province, People's Republic of China
| | - Naizhong Hu
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, 230022, Anhui Province, People's Republic of China
| | - Qiao Mei
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, 230022, Anhui Province, People's Republic of China
| | - Xingwang Wu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, People's Republic of China
| | - Wei Han
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, 230022, Anhui Province, People's Republic of China.
| |
Collapse
|
11
|
Lee WE, Weng MT, Wei SC, Shih IL. Comparison of the magnetic resonance scoring systems for Crohn's disease activity: MaRIA, simplified MaRIA, and Nancy scores. Abdom Radiol (NY) 2023; 48:2228-2236. [PMID: 37129624 DOI: 10.1007/s00261-023-03926-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/17/2023] [Accepted: 04/18/2023] [Indexed: 05/03/2023]
Abstract
PURPOSE The most widely used score for assessing the activity of Crohn's disease (CD) is the Magnetic Resonance Index of Activity (MaRIA) score, but it is time-consuming. The aim of this study was to compare the diagnostic accuracy of MaRIA score to the other two easily calculated scores. METHODS Between January 2011 and May 2021, 67 patients with CD who underwent MRE and ileocolonoscopy within 2 weeks were enrolled. The MRE-based scores including the MaRIA score, simplified MaRIA (sMaRIA) score, and Nancy score for each colonic segment and terminal ileum were calculated and correlated with the ileocolonoscopic findings. The simplified endoscopic score for Crohn's disease (SES-CD) was considered the gold standard. RESULTS A total of 343 intestinal segments were included in the analysis, of which 109 (31.8%) showed active inflammation on ileocolonoscopy. The areas under the receiver operating characteristic curve (AUC) of the MaRIA, sMaRIA, and Nancy scores for detecting active disease were 0.752, 0.764, and 0.765, respectively. In the sub-analysis for different indications, the MaRIA and sMaRIA scores showed a higher AUC (0.721 and 0.741) than the Nancy score (0.652) for disease monitoring. CONCLUSION The sMARIA and Nancy scores showed comparable diagnostic accuracy to the MaRIA score, and thus could be used as alternatives to the MaRIA score. Furthermore, considering the range of application, especially for disease monitoring, the sMaRIA score may be more suitable for use in clinical practice.
Collapse
Affiliation(s)
- Wei-En Lee
- Department of Medical Imaging, National Taiwan University Hospital, No.7, Chung-Shan South Road, Taipei, 100, Taiwan
- Department of Radiology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Meng-Tzu Weng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Shu-Chen Wei
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - I-Lun Shih
- Department of Medical Imaging, National Taiwan University Hospital, No.7, Chung-Shan South Road, Taipei, 100, Taiwan.
- Department of Radiology, College of Medicine, National Taiwan University, Taipei, Taiwan.
| |
Collapse
|
12
|
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.
Collapse
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
| |
Collapse
|
13
|
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.
Collapse
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
| | | |
Collapse
|
14
|
Clinical implication of radiologic complete remission on Crohn's Disease: Compared with endoscopic remission. Eur J Radiol 2022; 155:110469. [PMID: 35988393 DOI: 10.1016/j.ejrad.2022.110469] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/02/2022] [Accepted: 08/07/2022] [Indexed: 11/20/2022]
Abstract
OBJECTIVES To determine the clinical implications of radiologic complete remission (CR) in Crohn's disease (CD) evaluated by computed tomography (CT) or magnetic resonance enterography (MRE) in comparison with endoscopic CR. METHODS Twenty-five CD patients who achieved endoscopic CR after medical treatment were retrospectively enrolled in this study. All patients underwent ileocolonoscopy, CT, or MRE at baseline, at the time of endoscopic CR, and during follow-up. Two radiologists assessed the mural and perienteric abnormalities on pre- and post-treatment CT or MRE in consensus. Patients were divided into radiologic CR and non-CR groups at the time of endoscopic CR. CD recurrence during subsequent follow-up periods was evaluated using clinical, laboratory, and CT/MRI findings. Statistical analysis was performed to assess whether there were significant differences in patient outcomes between the groups. RESULTS At the time of endoscopic CR, nine patients (mean age, 36.6 years) showed normalization of all radiologic features and were designated as the radiologic CR group. However, 16 patients (mean age: 32.9 years) showed residual CT/MRE abnormalities, suggesting persistent active inflammation, and were designated as the radiologic non-CR group. During follow-up, there was a significant difference between the groups regarding clinical outcomes (deep CR, 8/9 vs 5/16, P = 0.011; CD recurrence, 1/9 vs 14/16, P < 0.001). The mean fecal calprotectin level was significantly lower in the radiologic CR group (287.5 ug/g) than in the non-CR group (652.4 ug/g) (P = 0.023). CONCLUSIONS Radiologic CR can represent a better therapeutic endpoint in CD, showing superiority over endoscopic CR in predicting both clinical and biochemical outcomes.
Collapse
|
15
|
Ding H, Li J, Jiang K, Gao C, Lu L, Zhang H, Chen H, Gao X, Zhou K, Sun Z. Assessing the inflammatory severity of the terminal ileum in Crohn disease using radiomics based on MRI. BMC Med Imaging 2022; 22:118. [PMID: 35787255 PMCID: PMC9254684 DOI: 10.1186/s12880-022-00844-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Accepted: 06/21/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Evaluating inflammatory severity using imaging is essential for Crohn's disease, but it is limited by potential interobserver variation and subjectivity. We compared the efficiency of magnetic resonance index of activity (MaRIA) collected by radiologists and a radiomics model in assessing the inflammatory severity of terminal ileum (TI). METHODS 121 patients were collected from two centers. Patients were divided into ulcerative group and mucosal remission group based on the TI Crohn's disease Endoscopic Severity Index. The consistency of bowel wall thickness (BWT), relative contrast enhancement (RCE), edema, ulcer, MaRIA and features of the region of interest between radiologists were described by weighted Kappa test and intraclass correlation coefficient (ICC), and developed receiver operating curve of MaRIA. The radiomics model was established using reproducible features of logistic regression based on arterial staging of T1WI sequences. Delong test was used to compare radiomics with MaRIA. RESULTS The consistency between radiologists were moderate in BWT (ICC = 0.638), fair in edema (κ = 0.541), RCE (ICC = 0.461), MaRIA (ICC = 0.579) and poor in ulcer (κ = 0.271). Radiomics model was developed by 6 reproducible features (ICC = 0.93-0.96) and equivalent to MaRIA which evaluated by the senior radiologist (0.872 vs 0.883 in training group, 0.824 vs 0.783 in validation group, P = 0.847, 0.471), both of which were significantly higher than MaRIA evaluated by junior radiologist (AUC: 0.621 in training group, 0.557 in validation group, all, P < 0.05). CONCLUSION The evaluation of inflammatory severity could be performed by radiomics objectively and reproducibly, and was comparable to MaRIA evaluated by the senior radiologist. Radiomics may be an important method to assist junior radiologists to assess the severity of inflammation objectively and accurately.
Collapse
Affiliation(s)
- Honglei Ding
- The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, People's Republic of China
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China
| | - Jiaying Li
- The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, People's Republic of China
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China
| | - Kefang Jiang
- The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, People's Republic of China
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, People's Republic of China
| | - Chen Gao
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China
| | - Liangji Lu
- Department of Radiology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Huani Zhang
- The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, People's Republic of China
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China
| | - Haibo Chen
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China
| | - Xuning Gao
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China
| | - Kefeng Zhou
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China.
| | - Zhichao Sun
- Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University, 54 Youdian Road, Shangcheng District, Hangzhou, 310006, People's Republic of China.
| |
Collapse
|
16
|
Vaughan R, Tjandra D, Patwardhan A, Mingos N, Gibson R, Boussioutas A, Ardalan Z, Al‐Ani A, Gibson PR, Christensen B. Toward transmural healing: Sonographic healing is associated with improved long-term outcomes in patients with Crohn's disease. Aliment Pharmacol Ther 2022; 56:84-94. [PMID: 35343603 PMCID: PMC9313877 DOI: 10.1111/apt.16892] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 02/09/2022] [Accepted: 03/04/2022] [Indexed: 12/28/2022]
Abstract
BACKGROUND AND AIMS Transmural healing has emerged as a treatment target in Crohn's disease (CD). We investigated whether transmural healing assessed with intestinal ultrasound (IUS) is associated with improved clinical outcomes in patients with CD in clinical remission. METHODS Patients with CD in clinical remission at baseline (HBI <4) having IUS between August 2017 and June 2020 with at least 6-months' follow-up were retrospectively studied. Time to medication escalation, corticosteroid use and CD-related hospitalisation or surgery were compared by the presence or absence of sonographic healing, defined as bowel wall thickness ≤3 mm without hyperemia on color Doppler, inflammatory fat, or disrupted bowel wall stratification. Factors associated with survival were analyzed by Kaplan-Meier analysis using Cox proportional-hazard model. RESULTS Of 202 consecutive patients (50% male), sonographic inflammation was present in 61%. During median follow-up of 19 (IQR 13-27) months, medication escalation occurred in 52%, corticosteroid use in 23%, hospitalisation in 21%, and CD-related surgery in 13%. Sonographic healing was significantly associated with a reduced risk of medication escalation (p = 0.0018), corticosteroid use (p = 0.0247), hospitalisation (p = 0.0102), and surgery (p = 0.083). On multivariable analysis, sonographic healing was significantly associated with an increased odds of medication escalation-free survival (hazard ratio [HR]:1.94; 95% CI 1.23-3.06; p = 0.004) and corticosteroid-free survival (HR:2.41; 95% CI 1.24-4.67; p = 0.009), but not with hospitalisation or surgery. CONCLUSION In patients with CD in clinical remission, sonographic healing is associated with improved clinical outcomes. Further studies are needed to determine whether sonographic healing should be a treatment target.
Collapse
Affiliation(s)
- Rose Vaughan
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Douglas Tjandra
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Ashwin Patwardhan
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Nicholas Mingos
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Robert Gibson
- Department of RadiologyRoyal Melbourne HospitalMelbourneAustralia
| | - Alex Boussioutas
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Zaid Ardalan
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Aysha Al‐Ani
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| | - Peter R. Gibson
- Department of GastroenterologyAlfred Hospital and Monash UniversityMelbourneAustralia
| | - Britt Christensen
- Department of GastroenterologyRoyal Melbourne HospitalMelbourneAustralia
| |
Collapse
|
17
|
Bhatnagar G, Mallett S, Quinn L, Beable R, Bungay H, Betts M, Greenhalgh R, Gupta A, Higginson A, Hyland R, Ilangovan R, Lambie H, Mainta E, Patel U, Pilcher J, Plumb A, Porté F, Sidhu H, Slater A, Tolan D, Zealley I, Halligan S, Taylor S. Interobserver variation in the interpretation of magnetic resonance enterography in Crohn's disease. Br J Radiol 2022; 95:20210995. [PMID: 35195444 DOI: 10.1259/bjr.20210995] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES To evaluate interobserver variability for diagnosis of disease presence and extent of small bowel and colonic Crohn's disease using MR enterography (MRE). METHODS Data from the first 73 consecutive patients (mean age 32, 33F, 28 new diagnosis, 45 suspected relapse) recruited to a multicentre, prospective diagnostic accuracy trial evaluating MRE for small bowel Crohn's disease were each read independently by three (from a pool of 20) radiologists. Radiologists documented presence and segmental location of small bowel Crohn's disease and recorded morphological mural/extramural parameters for involved segments. Per patient percentage agreement for disease presence and extent were calculated against an outcome-based construct reference standard (averaged between pairs of readers). Prevalence-adjusted bias-adjusted κ (PABAK) was calculated. RESULTS Agreement for small bowel disease presence for new diagnosis/relapsed patients was 68%(κ = 0.36)/ 78% (κ = 0.56) and 43%(κ = 0.14)/ 53% for disease extent (κ = 0.07), respectively. For disease presence, all three radiologists agreed correctly with the reference standard in 41/59 (69%) of patients with small bowel involvement, and in 8/14 (57%) cases of without small bowel disease. Agreement was highest for multisegment disease, greater than 5 cm in length, with mural thickness>6 mm, and increased mural T2 signal. Agreement for colonic disease presence was 61% (κ = 0.21 fair agreement) for new diagnosis/ 60% (κ = 0.20, slight agreement) for relapsed patients. CONCLUSION There is a reasonable agreement between radiologists for small bowel disease presence using MRE for newly diagnosed Crohn's disease, and patients with suspected relapse, respectively. Agreement is lower for disease extent. ADVANCES IN KNOWLEDGE There is reasonable agreement between radiologists for small bowel disease presence using MRE for newly diagnosed (68%) Crohn's disease, and patients with suspected relapse (78%). Agreement is lower for disease extent (43% new diagnosis and 53% suspected relapse).
Collapse
Affiliation(s)
- Gauraang Bhatnagar
- Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Sue Mallett
- Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Laura Quinn
- Institute of Applied Health Research, NIHR Birmingham Biomedical Research Centre, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Richard Beable
- Department of Radiology, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Helen Bungay
- Department of Radiology, Oxford University Hospitals NHS Trust, Oxford, UK
| | - Margaret Betts
- Department of Radiology, Oxford University Hospitals NHS Trust, Oxford, UK
| | - Rebecca Greenhalgh
- Department of Radiology, St George's University Hospitals NHS Trust, London, UK
| | - Arun Gupta
- Intestinal Imaging Centre, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Anthony Higginson
- Department of Radiology, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Rachel Hyland
- Department of Radiology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Hannah Lambie
- Department of Radiology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Evgenia Mainta
- Intestinal Imaging Centre, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Uday Patel
- Intestinal Imaging Centre, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - James Pilcher
- Department of Radiology, St George's University Hospitals NHS Trust, London, UK
| | - Andrew Plumb
- Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - François Porté
- Intestinal Imaging Centre, St Mark's Hospital, LNWUH NHS Trust, Harrow, UK
| | - Harbir Sidhu
- Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Andrew Slater
- Department of Radiology, Oxford University Hospitals NHS Trust, Oxford, UK
| | - Damian Tolan
- Department of Radiology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Ian Zealley
- Department of Radiology, Ninewells Hospital, Dundee, UK
| | - Steve Halligan
- Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Stuart Taylor
- Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| |
Collapse
|
18
|
Bouhnik Y, Le Berre C, Zappa M, Lewin M, Boudiaf M, Zagdanski AM, Frampas E, Oudjit A, Scotto B, Tissier M, Annet L, Aufort S, Yzet T, Cuilleron M, Baudin G, Abitbol V, Cosnes J, Bourreille A, Mary J, Dupas JL, Marteau P, Picon L, Pelletier AL, Altwegg R, Dewit O, Filippi J, Roblin X, Stéfanescu C. Development of a New Index to Assess Small Bowel Inflammation Severity in Crohn's Disease Using Magnetic Resonance Enterography. CROHN'S & COLITIS 360 2022; 4:otac004. [PMID: 36777552 PMCID: PMC9802414 DOI: 10.1093/crocol/otac004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Indexed: 11/14/2022] Open
Abstract
Background The severity of small bowel (SB) inflammation in Crohn's disease (CD) patients is a key component of the therapeutic choice. We aimed to develop a SB-CD Magnetic Resonance Enterography (MRE) index of Inflammation Severity (CDMRIS). Methods Each gastroenterologist/radiologist pair in 13 centers selected MREs from 6 patients with SB-CD stratified on their perceived MRE inflammation severity. The 78 blinded MREs were allocated through balanced incomplete block design per severity stratum to these 13 pairs for rating the presence/severity of 13 preselected items for each SB 20-cm diseased segment. Global inflammation severity was evaluated using a 100-cm visual analog scale. Reproducibility of recorded items was evaluated. The CDMRIS was determined through linear mixed modeling as a combination of the numbers of segments with lesions highly correlated to global inflammation severity. Results Four hundred and forty-two readings were available. Global inflammation severity mean ± SD was 21.0 ± 16.2. The independent predictors explaining 54% of the global inflammation severity variance were the numbers of segments with T1 mild-moderate and severe intensity of enhancement, deep ulceration without fistula, comb sign, fistula, and abscess. Unbiased correlation between CDMRIS and global inflammation severity was 0.76. Conclusions The CDMRIS is now available to evaluate the severity of SB-CD inflammation. External validation and sensitivity-to-change are mandatory next steps.
Collapse
Affiliation(s)
- Yoram Bouhnik
- Service de gastro-entérologie-MICI, AP-HP, Hôpital Beaujon, Clichy, France
| | - Catherine Le Berre
- Institut des Maladies de l’Appareil Digestif, Nantes University Hospital, Nantes, France,Address correspondence to: Catherine Le Berre, MD, Institut des Maladies de l’Appareil Digestif, Nantes University Hospital, 1 place Alexis Ricordeau, 44093 Nantes Cedex 1, France ()
| | - Magaly Zappa
- Service de radiologie, AP-HP, Hôpital Beaujon, Clichy, France
| | - Maïté Lewin
- Service de radiologie, AP-HP, Hôpital Paul Brousse, Villejuif, France
| | - Mourad Boudiaf
- Service de radiologie, AP-HP, Hôpital Cochin, Paris, France
| | | | - Eric Frampas
- Service central de radiologie et imagerie médicale, Nantes University Hospital, Nantes, France
| | - Ammar Oudjit
- Service de radiologie, AP-HP, Hôpital Cochin, Paris, France
| | - Béatrice Scotto
- Service de radiologie, University Hospital of Tours, Tours, France
| | - Muriel Tissier
- Service de radiologie, AP-HP, Hôpital Bichat, Paris, France
| | - Laurence Annet
- Medical Imaging Department, Cliniques universitaires Saint-Luc, Université catholique de Louvain (UCL), Brussels, Belgium
| | - Sophie Aufort
- Service de radiologie, Clinique du Parc, Castelnau Le Lez, France
| | - Thierry Yzet
- Service de radiologie digestive, University Hospital of Amiens-Picardie, Hôpital Sud, Amiens, France
| | - Muriel Cuilleron
- Service de radiologie, University Hospital of Saint-Etienne, Saint-Etienne, France
| | - Guillaume Baudin
- Service d’imagerie diagnostique et interventionnelle, Hôpital de L’Archet, Nice, France
| | - Vered Abitbol
- Service d’hépato-gastro-entérologie, AP-HP, Hôpital Cochin, Paris, France
| | - Jacques Cosnes
- Service de gastroentérologie, AP-HP, Hôpital Saint-Antoine, Paris, France
| | - Arnaud Bourreille
- Institut des Maladies de l’Appareil Digestif, Nantes University Hospital, Nantes, France
| | - Jean Yves Mary
- UMR-S-1153 Inserm, Denis Diderot-Paris 7 University, Hôpital Saint-Louis, Paris, France
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
19
|
Hong JT, Kutaiba N, Parameswaran B, James S, Hong A, Ng SC, An V. Sensitivity of pre‐operative imaging and radiologist inter‐rater reliability in detecting lesions in Crohn's disease. ANZ J Surg 2022; 92:1085-1090. [DOI: 10.1111/ans.17477] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 12/31/2021] [Accepted: 01/04/2022] [Indexed: 12/20/2022]
Affiliation(s)
- Jason T. Hong
- Department of Colorectal Surgery Box Hill Hospital Melbourne Victoria Australia
| | - Numan Kutaiba
- Department of Radiology (Imaging Associates) Box Hill Hospital Melbourne Victoria Australia
- Department of Radiology Austin Health Melbourne Victoria Australia
| | - Bimal Parameswaran
- Department of Radiology (Imaging Associates) Box Hill Hospital Melbourne Victoria Australia
| | - Simon James
- School of Information Technology Deakin University Geelong Victoria Australia
| | - Alton Hong
- Department of Colorectal Surgery Box Hill Hospital Melbourne Victoria Australia
| | - Suat Chin Ng
- Department of Colorectal Surgery Box Hill Hospital Melbourne Victoria Australia
| | - Vinna An
- Department of Colorectal Surgery Box Hill Hospital Melbourne Victoria Australia
| |
Collapse
|
20
|
Avoiding contrast-enhanced sequences does not compromise the precision of the simplified MaRIA for the assessment of non-penetrating Crohn's disease activity. Eur Radiol 2022; 32:3334-3345. [PMID: 35031844 DOI: 10.1007/s00330-021-08392-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 09/14/2021] [Accepted: 10/07/2021] [Indexed: 01/13/2023]
Abstract
OBJECTIVES Patients with Crohn's disease (CD) require multiple assessments with magnetic resonance enterography (MRE) from a young age. Standard MRE protocols for CD include contrast-enhanced sequences. Gadolinium deposits in brain tissue suggest avoiding gadolinium could benefit patients with CD. This study aimed to compare the accuracy of the simplified Magnetic Resonance Index of Activity (sMaRIA) calculated with and without contrast-enhanced sequences in determining the response to biologic drugs in patients with CD. METHODS This post hoc analysis of a prospective study included patients with CD with endoscopic ulceration in ≥ 1 intestinal segment starting biologic drug therapy. Two blinded radiologists used the sMaRIA to score images obtained at baseline and week 46 of treatment first using only unenhanced sequences (T2-sMaRIA) and 1 month later using both unenhanced and enhanced images (CE-sMaRIA). We calculated the rates of agreement between T2-sMaRIA, CE-sMaRIA, and ileocolonoscopy for different conceptualizations of therapeutic response. RESULTS A total of 46 patients (median age, 36 years [IQR: 28-47]) were included. Agreement with ileocolonoscopy was similar for CE-sMaRIA and T2-sMaRIA in identifying ulcer healing (kappa = 0.74 [0.55-0.93] and 0.70 [0.5-0.9], respectively), treatment response (kappa = 0.53 [0.28-0.79] and 0.44 [0.17 - 0.71]), and remission (kappa = 0.48 [0.22-0.73] and 0.43 [0.17-0.69]). The standardized effect size was moderate for both CE-sMaRIA = 0.63 [0.41-0.85] p < 0.001 and T2-sMaRIA = 0.58 [0.36-0.80] p < 0.001. CONCLUSIONS sMaRIA with and without contrast-enhanced images accurately classified the response according to different therapeutic endpoints determined by ileocolonoscopy. KEY POINTS • The simplified Magnetic Resonance Index of Activity is accurate for the assessment of Crohn's disease activity, severity, and therapeutic response, using four dichotomic components that can be evaluated without the need of using contrast-enhanced sequences, representing a practical and safety advantage, but concerns have been expressed as to whether the lack of contrast sequences may compromise precision. • The simplified Magnetic Resonance Index of Activity can assess the response to biologic therapy in patients with Crohn's disease without the need for intravenous contrast agents obtaining comparable results without and with contrast-enhanced sequences. • Avoiding intravenous contrast agents could reduce the duration of the MRE examination and its cost and would increase the acceptance and safety of MRE in clinical research in patients with Crohn's disease.
Collapse
|
21
|
Dane B, Qian K, Gauvin S, Ji H, Karajgikar J, Kim N, Chang S, Chandarana H, Kim S. Inter-reader agreement of the Society of Abdominal Radiology-American Gastroenterological Association (SAR-AGA) consensus reporting for key phenotypes at MR enterography in adults with Crohn disease: impact of radiologist experience. Abdom Radiol (NY) 2021; 46:5095-5104. [PMID: 34324038 DOI: 10.1007/s00261-021-03229-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/21/2021] [Accepted: 07/22/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE To assess inter-reader agreement of key features from the SAR-AGA recommendations for the interpretation and reporting of MRE in adult patients with CD, focusing on the impact of radiologist experience on inter-reader agreement of CD phenotypes. METHODS Two experienced and two less-experienced radiologists retrospectively evaluated 99 MRE in CD patients (50 initial MRE, 49 follow-up MRE) performed from 1/1/2019 to 3/20/2020 for the presence of active bowel inflammation (stomach, proximal small bowel, ileum, colon), stricture, probable stricture, penetrating disease, and perianal disease. The MRE protocol did not include dedicated perianal sequences. Inter-rater agreement was determined for each imaging feature using prevalence-adjusted bias-adjusted kappa and compared by experience level. RESULTS All readers had almost-perfect inter-reader agreement (κ > 0.90) for penetrating disease, abscess, and perianal abscess in all 99 CD patients. All readers had strong inter-reader agreement (κ: 0.80-0.90) in 99 CD patients for active ileum inflammation, proximal small bowel inflammation, and stricture. Less-experienced readers had significantly lower inter-reader agreement for active ileum inflammation on initial than follow-up MRE (κ 0.68 versus 0.96, p = 0.018) and for strictures on follow-up than initial MRE (κ 0.76 versus 1.0, p = 0.027). Experienced readers had significantly lower agreement for perianal fistula on follow-up than initial MRE (κ: 0.55 versus 0.92, p = 0.008). CONCLUSION There was strong to almost-perfect inter-reader agreement for key CD phenotypes described in the SAR-AGA consensus recommendations including active ileum and proximal small bowel inflammation, stricture, penetrating disease, abscess, and perianal abscess. Areas of lower inter-reader agreement could be targeted for future education efforts to further standardize CD MRE reporting. Dedicated perianal sequences should be included on follow-up MRE.
Collapse
|
22
|
MR enterography grading of pediatric ileocolonic Crohn disease activity based on a single bowel segment. Radiol Med 2021; 126:1396-1406. [PMID: 34414550 DOI: 10.1007/s11547-021-01409-w] [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: 01/12/2021] [Accepted: 08/04/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Ileocolonoscopy with histology has been considered the gold standard for Crohn disease (CD) diagnosis and monitoring. Over the last years, magnetic resonance enterography (MRE) has become more and more popular, representing a valid non-invasive technique. OBJECTIVE To propose a simplified MRE score, the pediatric CD magnetic resonance index (PCDMRI), based only on the most affected bowel segment, to grade active inflammation in children with CD. MATERIALS AND METHODS Two radiologists retrospectively evaluated MRE images of children with histopathology-proven CD. The PCDMRI was based on six mural and perimural variables assessed for the most affected bowel segment (chosen by visual inspection of the key bowel wall imaging findings associated with active inflammation), and five extramural per-examination features. Correlation analysis was performed between both the PCDMRI and the MRE global score (based on all the affected segments) and the pediatric clinical disease activity index (PCDAI), the simple endoscopic score for CD (SES-CD), serum C-reactive protein (CRP) and fecal calprotectin (fC). Inter-reader reproducibility of the scoring system was estimated. Agreement on disease location between MRE and ileocolonoscopy was evaluated. RESULTS The study involved 42 children for a total of 80 MRE. PCDMRI and global score positively correlated with PCDAI, SES-CD, CRP and fC. Inter-reader reproducibility was 91%. Agreement on disease location was substantial. CONCLUSION The PCDMRI and the global score resulted equally correlated with the PCDAI, suggesting a high impact of the most affected segment on symptoms. The PDCMRI may be a useful non-invasive tool for a rapid and reproducible grading of the disease activity in children with ileocolonic CD.
Collapse
|
23
|
Ahmad R, Ajlan AM, Eskander AA, Alhazmi TA, Khashoggi K, Wazzan MA, Abduljabbar AH. Magnetic resonance imaging in the management of Crohn's disease: a systematic review and meta-analysis. Insights Imaging 2021; 12:118. [PMID: 34406519 PMCID: PMC8374012 DOI: 10.1186/s13244-021-01064-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 07/27/2021] [Indexed: 12/11/2022] Open
Abstract
Objectives Crohn’s disease (CD) is a condition that can occur in any part of the gastrointestinal tract, although usually forms in the colon and terminal ileum. Magnetic resonance imaging (MRI) has become a beneficial modality in the evaluation of small bowel activity. This study reports on a systematic review and meta-analysis of magnetic resonance enterography for the prediction of CD activity and evaluation of outcomes and possible complications. Methods Following the PRISMA guidelines, a total of 25 low-risk studies on established CD were selected, based on a QUADAS-II score of ≥ 9. Results A sensitivity of 90% was revealed in a pooled analysis of the 19 studies, with heterogeneity of χ2 = 81.83 and I2 of 80.3%. Also, a specificity of 89% was calculated, with heterogeneity of χ2 = 65.12 and I2 of 70.0%. Conclusion It was concluded that MRI provides an effective alternative to CT enterography in the detection of small bowel activity in CD patients under supervision of radiologist for assessment of disease activity and its complications. Its advantages include the avoidance of radiation exposure and good diagnostic accuracy.
Collapse
Affiliation(s)
- Rani Ahmad
- Department of Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.
| | - Amr M Ajlan
- Department of Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ayman A Eskander
- Department of Medicine, Umm Al Qura University, Makkah, Saudi Arabia
| | - Turki A Alhazmi
- Department of Medicine, Umm Al Qura University, Makkah, Saudi Arabia
| | - Khalid Khashoggi
- Department of Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mohammad A Wazzan
- Department of Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ahmed H Abduljabbar
- Department of Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| |
Collapse
|
24
|
Crispino F, Grova M, Maida M, Renna S, Mocciaro F, Casà A, Rizzuto G, Tesè L, Scimeca D, Di Mitri R, Macaluso FS, Orlando A. Blood-based prognostic biomarkers in Crohn's Disease patients on biologics: a promising tool to predict endoscopic outcomes. Expert Opin Biol Ther 2021; 21:1133-1141. [PMID: 34042009 DOI: 10.1080/14712598.2021.1935857] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 05/24/2021] [Indexed: 01/04/2023]
Abstract
OBJECTIVE There is a growing need for biomarkers to predict therapeutic outcome in Crohn's disease (CD). MAIN OUTCOME MEASURES The aim was to evaluate whether NLR (neutrophil-to-lymphocyte ratio), PLR (platelet-to-lymphocyte ratio), ELR (eosinophil-to-lymphocyte ratio), and ENLR (eosinophil*neutrophil-to-lymphocyte ratio), could be prognostic biomarkers of endoscopic response (ER) when starting biologics. RESEARCH DESIGN AND METHODS Patients with CD who started biologics were enrolled. Multivariate analysis was used to evaluate whether NLR, PLR, ELR and ENLR at baseline and at w12 could predict ER (Simple Endoscopic Score for Crohn's disease [SES-CD] ≤2 or SES-CD≤2 and Rutgeerts i0-i1) after 52 weeks of treatment. Area under the curve (AUC) was calculated to find the cutoffs. RESULTS 107 patients were included. Patients who achieved ER had significantly lower baseline NLR (p = 0.025), ELR (p = 0.013), and ENLR (p = 0.020) compared with those without ER; results after 12 weeks of treatment for ELR (p = 0.006) and ENLR (p = 0.003). AUC was 0.64 (p = 0.003), 0.67 (p = 0.006) and 0.65 (p = 0.014) for NLR, ELR and ENLR. CONCLUSIONS Low NLR, ELR and ENLR can predict ER and could be used in clinical practice for a better management of CD patients.
Collapse
Affiliation(s)
- Federica Crispino
- Department of Health Promotion Sciences Maternal and Infant Care, Section of Gastroenterology & Hepatology, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Italy
- Inflammatory Bowel Disease Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| | - Mauro Grova
- Department of Health Promotion Sciences Maternal and Infant Care, Section of Gastroenterology & Hepatology, Internal Medicine and Medical Specialties, PROMISE, University of Palermo, Italy
- Inflammatory Bowel Disease Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| | - Marcello Maida
- Section of Gastroenterology, "S.Elia-Raimondi" Hospital, Caltanissetta, Italy
| | - Sara Renna
- Inflammatory Bowel Disease Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| | - Filippo Mocciaro
- Gastroenterology and Endoscopy Unit, ARNAS Civico - Di Cristina - Benfratelli Hospital, Palermo,Italy
| | - Angelo Casà
- Inflammatory Bowel Disease Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| | - Giulia Rizzuto
- Inflammatory Bowel Disease Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| | - Lorenzo Tesè
- Radiology Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| | - Daniela Scimeca
- Gastroenterology and Endoscopy Unit, ARNAS Civico - Di Cristina - Benfratelli Hospital, Palermo,Italy
| | - Roberto Di Mitri
- Gastroenterology and Endoscopy Unit, ARNAS Civico - Di Cristina - Benfratelli Hospital, Palermo,Italy
| | | | - Ambrogio Orlando
- Inflammatory Bowel Disease Unit, A.O.O.R. Villa Sofia-Cervello Hospital, Palermo, Italy
| |
Collapse
|
25
|
Novak KL, Nylund K, Maaser C, Petersen F, Kucharzik T, Lu C, Allocca M, Maconi G, de Voogd F, Christensen B, Vaughan R, Palmela C, Carter D, Wilkens R. Expert Consensus on Optimal Acquisition and Development of the International Bowel Ultrasound Segmental Activity Score [IBUS-SAS]: A Reliability and Inter-rater Variability Study on Intestinal Ultrasonography in Crohn's Disease. J Crohns Colitis 2021; 15:609-616. [PMID: 33098642 PMCID: PMC8023841 DOI: 10.1093/ecco-jcc/jjaa216] [Citation(s) in RCA: 116] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Intestinal ultrasound [IUS] is an accurate, patient-centreed monitoring tool that objectively evaluates Crohn's disease [CD] activity. However no current, widely accepted, reproducible activity index exists to facilitate consistent IUS identification of inflammatory activity. The aim of this study is to identify key parameters of CD inflammation on IUS, evaluate their reliability, and develop an IUS index reflecting segmental activity. METHODS There were three phases: [1] expert consensus Delphi method to derive measures of IUS activity; [2] an initial, multi-expert case acquisition and expert interpretation of 20 blinded cases, to measure inter-rater reliability for individual measures; [3] refinement of case acquisition and interpretation by 12 international experts, with 30 blinded case reads with reliability assessment and development of a segmental activity score. RESULTS Delphi consensus: 11 experts representing seven countries identified four key parameters including: [1] bowel wall thickness [BWT]; [2] bowel wall stratification; [3] hyperaemia of the wall [colour Doppler imaging]; and [4] inflammatory mesenteric fat. Blind read: each variable exhibited moderate to substantial reliability. Optimal, standardised image and cineloop acquisition were established. Second blind read and score development: intra-class correlation coefficient [ICC] for BWT was almost perfect at 0.96 [0.94-0.98]. All four parameters correlated with the global disease activity assessment and were included in the final International Bowel Ultrasound Segmental Activity Score with almost perfect ICC (0.97 [0.95-0.99, p <0.001]). CONCLUSIONS Using expert consensus and standardised approaches, identification of key activity measurements on IUS has been achieved and a segmental activity score has been proposed, demonstrating excellent reliability.
Collapse
Affiliation(s)
- Kerri L Novak
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary, AB, Canada
| | - Kim Nylund
- National Centre for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen, Norway
- Institute of Clinical Medicine, University in Bergen, Klinisk institutt 1, Bergen, Norway
| | - Christian Maaser
- Outpatient Department of Gastroenterology, Department of Geriatric Medicine, University Teaching Hospital Lueneburg, Lueneburg, Germany
| | - Frauke Petersen
- Department of Gastroenterology, University Teaching Hospital Lueneburg, Lueneburg, Germany
| | - Torsten Kucharzik
- Department of Gastroenterology, University Teaching Hospital Lueneburg, Lueneburg, Germany
| | - Cathy Lu
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary, AB, Canada
| | - Mariangela Allocca
- Humanitas Clinical and Research Centre, Rozzano, Italy
- Humanitas University, Department of Biomedical Sciences, Milan, Italy
| | - Giovanni Maconi
- Gastroenterology Unit, Department of Biomedical and Clinical Sciences. FBF- L.Sacco University Hospital, Milan. Italy
| | - Floris de Voogd
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - Britt Christensen
- Department of Gastroenterology, Royal Melbourne Hospital, Parkville, VIC Australia
| | - Rose Vaughan
- Department of Gastroenterology, Royal Melbourne Hospital, Parkville, VIC Australia
| | - Carolina Palmela
- Division of Gastroenterology, Department of General Surgery, Hospital Beatriz Ângelo, Loures, Portugal
| | - Dan Carter
- Department of Gastroenterology, Chaim Sheba Medical Centre, Tel Hashomer, Israel and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Rune Wilkens
- Gastrounit, Division of Medicine, Copenhagen University Hospital Hvidovre, Copenhagen, Denmark
- Copenhagen Centre for Inflammatory Bowel Disease in Children, Adolescents and Adults, University of Copenhagen, Hvidovre Hospital, Copenhagen, Denmark
| |
Collapse
|
26
|
De Voogd F, Wilkens R, Gecse K, Allocca M, Novak K, Lu C, D’Haens G, Maaser C. A Reliability Study: Strong Inter-Observer Agreement of an Expert Panel for Intestinal Ultrasound in Ulcerative Colitis. J Crohns Colitis 2021; 15:1284-1290. [PMID: 33420784 PMCID: PMC8328294 DOI: 10.1093/ecco-jcc/jjaa267] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Intestinal ultrasound [IUS] is a promising and non-invasive cross-sectional imaging modality in the diagnosis and monitoring of ulcerative colitis [UC]. Unlike endoscopy, where standardized scoring for evaluation of disease activity is widely used, scoring for UC with IUS is currently unavailable. Therefore, we conducted a study to assess the reliability of IUS in UC among expert sonographists in order to identify robust parameters. METHODS Thirty patients with both clinically active [25] and quiescent [five] UC were included. Six expert sonographers first agreed upon key IUS parameters and grading, including bowel wall thickness [BWT], colour Doppler signal [CDS], inflammatory fat [i-fat], loss of bowel wall stratification [BWS], loss of haustrations and presence of lymph nodes. Thirty video-recorded cases were blindly reviewed. RESULTS Inter-observer agreement was almost perfect for BWT (intra-class correlation coefficient [ICC]: 0.96) and substantial for CDS [κ = 0.63]. Agreement was moderate for presence of lymph nodes [κ = 0.41] and fair for presence of i-fat [κ = 0.36], BWS [κ = 0.24] and loss of haustrations [κ = 0.26]. Furthermore, there was substantial agreement for presence of disease activity on IUS [κ = 0.77] and almost perfect agreement for disease severity [ICC: 0.93]. Most individual parameters showed a strong association with IUS disease activity as measured by the six readers. CONCLUSION IUS is a reliable imaging modality to assess disease activity and severity in UC. Important individual parameters such as BWT and CDS are reliable and could be incorporated in a future UC scoring index. Standardized acquisition and assessment of UC utilizing IUS with established reliability is important to expand the use of IUS globally.
Collapse
Affiliation(s)
- Floris De Voogd
- Amsterdam University Medical Center, Department of Gastroenterology and Hepatology, Amsterdam, The Netherlands,Corresponding author: Dr F. de Voogd, Amsterdam University Medical Centers, Department of Gastroenterology and Hepatology, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands.
| | - Rune Wilkens
- Gastrounit, Division of Medicine, Hvidovre Hospital, Copenhagen, Denmark
| | - Krisztina Gecse
- Amsterdam University Medical Center, Department of Gastroenterology and Hepatology, Amsterdam, The Netherlands
| | | | - Kerri Novak
- Division of Gastroenterology, Department of Medicine, University of Calgary, Alberta, Canada
| | - Cathy Lu
- Division of Gastroenterology, Department of Medicine, University of Calgary, Alberta, Canada
| | - Geert D’Haens
- Amsterdam University Medical Center, Department of Gastroenterology and Hepatology, Amsterdam, The Netherlands
| | - Christian Maaser
- Outpatient’s Department of Gastroenterology, University Teaching Hospital Lueneburg Germany
| |
Collapse
|
27
|
Taylor SA, Mallett S, Bhatnagar G, Morris S, Quinn L, Tomini F, Miles A, Baldwin-Cleland R, Bloom S, Gupta A, Hamlin PJ, Hart AL, Higginson A, Jacobs I, McCartney S, Murray CD, Plumb AA, Pollok RC, Rodriguez-Justo M, Shabir Z, Slater A, Tolan D, Travis S, Windsor A, Wylie P, Zealley I, Halligan S. Magnetic resonance enterography compared with ultrasonography in newly diagnosed and relapsing Crohn's disease patients: the METRIC diagnostic accuracy study. Health Technol Assess 2020; 23:1-162. [PMID: 31432777 DOI: 10.3310/hta23420] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Magnetic resonance enterography and enteric ultrasonography are used to image Crohn's disease patients. Their diagnostic accuracy for presence, extent and activity of enteric Crohn's disease was compared. OBJECTIVE To compare diagnostic accuracy, observer variability, acceptability, diagnostic impact and cost-effectiveness of magnetic resonance enterography and ultrasonography in newly diagnosed or relapsing Crohn's disease. DESIGN Prospective multicentre cohort study. SETTING Eight NHS hospitals. PARTICIPANTS Consecutive participants aged ≥ 16 years, newly diagnosed with Crohn's disease or with established Crohn's disease and suspected relapse. INTERVENTIONS Magnetic resonance enterography and ultrasonography. MAIN OUTCOME MEASURES The primary outcome was per-participant sensitivity difference between magnetic resonance enterography and ultrasonography for small bowel Crohn's disease extent. Secondary outcomes included sensitivity and specificity for small bowel Crohn's disease and colonic Crohn's disease extent, and sensitivity and specificity for small bowel Crohn's disease and colonic Crohn's disease presence; identification of active disease; interobserver variation; participant acceptability; diagnostic impact; and cost-effectiveness. RESULTS Out of the 518 participants assessed, 335 entered the trial, with 51 excluded, giving a final cohort of 284 (133 and 151 in new diagnosis and suspected relapse cohorts, respectively). Across the whole cohort, for small bowel Crohn's disease extent, magnetic resonance enterography sensitivity [80%, 95% confidence interval (CI) 72% to 86%] was significantly greater than ultrasonography sensitivity (70%, 95% CI 62% to 78%), with a 10% difference (95% CI 1% to 18%; p = 0.027). For small bowel Crohn's disease extent, magnetic resonance enterography specificity (95%, 95% CI 85% to 98%) was significantly greater than ultrasonography specificity (81%, 95% CI 64% to 91%), with a 14% difference (95% CI 1% to 27%). For small bowel Crohn's disease presence, magnetic resonance enterography sensitivity (97%, 95% CI 91% to 99%) was significantly greater than ultrasonography sensitivity (92%, 95% CI 84% to 96%), with a 5% difference (95% CI 1% to 9%). For small bowel Crohn's disease presence, magnetic resonance enterography specificity was 96% (95% CI 86% to 99%) and ultrasonography specificity was 84% (95% CI 65% to 94%), with a 12% difference (95% CI 0% to 25%). Test sensitivities for small bowel Crohn's disease presence and extent were similar in the two cohorts. For colonic Crohn's disease presence in newly diagnosed participants, ultrasonography sensitivity (67%, 95% CI 49% to 81%) was significantly greater than magnetic resonance enterography sensitivity (47%, 95% CI 31% to 64%), with a 20% difference (95% CI 1% to 39%). For active small bowel Crohn's disease, magnetic resonance enterography sensitivity (96%, 95% CI 92% to 99%) was significantly greater than ultrasonography sensitivity (90%, 95% CI 82% to 95%), with a 6% difference (95% CI 2% to 11%). There was some disagreement between readers for both tests. A total of 88% of participants rated magnetic resonance enterography as very or fairly acceptable, which is significantly lower than the percentage (99%) of participants who did so for ultrasonography. Therapeutic decisions based on magnetic resonance enterography alone and ultrasonography alone agreed with the final decision in 122 out of 158 (77%) cases and 124 out of 158 (78%) cases, respectively. There were no differences in costs or quality-adjusted life-years between tests. LIMITATIONS Magnetic resonance enterography and ultrasonography scans were interpreted by practitioners blinded to clinical data (but not participant cohort), which does not reflect use in clinical practice. CONCLUSIONS Magnetic resonance enterography has higher accuracy for detecting the presence, extent and activity of small bowel Crohn's disease than ultrasonography does. Both tests have variable interobserver agreement and are broadly acceptable to participants, although ultrasonography produces less participant burden. Diagnostic impact and cost-effectiveness are similar. Recommendations for future work include investigation of the comparative utility of magnetic resonance enterography and ultrasonography for treatment response assessment and investigation of non-specific abdominal symptoms to confirm or refute Crohn's disease. TRIAL REGISTRATION Current Controlled Trials ISRCTN03982913. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 23, No. 42. See the NIHR Journals Library website for further project information.
Collapse
Affiliation(s)
- Stuart A Taylor
- Centre for Medical Imaging, University College London, London, UK
| | - Sue Mallett
- Institute of Applied Health Research, National Institute for Health Research Birmingham Biomedical Research Centre, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | | | - Stephen Morris
- Applied Health Research, University College London, London, UK
| | - Laura Quinn
- Institute of Applied Health Research, National Institute for Health Research Birmingham Biomedical Research Centre, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Florian Tomini
- Applied Health Research, University College London, London, UK
| | - Anne Miles
- Department of Psychological Sciences, Birkbeck, University of London, London, UK
| | - Rachel Baldwin-Cleland
- Intestinal Imaging Centre, St Mark's Hospital, London North West University Healthcare NHS Trust, Harrow, UK
| | - Stuart Bloom
- Department of Gastroenterology, University College Hospital, London, UK
| | - Arun Gupta
- Intestinal Imaging Centre, St Mark's Hospital, London North West University Healthcare NHS Trust, Harrow, UK
| | - Peter John Hamlin
- Department of Gastroenterology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Ailsa L Hart
- Inflammatory Bowel Disease Unit, St Mark's Hospital, London North West University Healthcare NHS Trust, Harrow, UK
| | - Antony Higginson
- Department of Radiology, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Ilan Jacobs
- Independent patient representative, c/o Centre for Medical Imaging, University College London, London, UK
| | - Sara McCartney
- Department of Gastroenterology, University College Hospital, London, UK
| | - Charles D Murray
- Department of Gastroenterology and Endoscopy, Royal Free London NHS Foundation Trust, London, UK
| | - Andrew Ao Plumb
- Centre for Medical Imaging, University College London, London, UK
| | - Richard C Pollok
- Department of Gastroenterology, St George's Hospital, London, UK
| | | | - Zainib Shabir
- Comprehensive Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Andrew Slater
- Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Damian Tolan
- Department of Radiology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Simon Travis
- Translational Gastroenterology Unit, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | | | - Peter Wylie
- Department of Radiology, Royal Free London NHS Foundation Trust, London, UK
| | - Ian Zealley
- Department of Radiology, Ninewells Hospital, Dundee, UK
| | - Steve Halligan
- Centre for Medical Imaging, University College London, London, UK
| |
Collapse
|
28
|
Capozzi N, Ordás I, Fernandez-Clotet A, Castro-Poceiro J, Rodríguez S, Alfaro I, Sapena V, Masamunt MC, Ricart E, Panés J, Rimola J. Validation of the Simplified Magnetic Resonance Index of Activity [sMARIA] Without Gadolinium-enhanced Sequences for Crohn's Disease. J Crohns Colitis 2020; 14:1074-1081. [PMID: 32080712 DOI: 10.1093/ecco-jcc/jjaa030] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Gadolinium-enhanced sequences are not included in the simplified Magnetic Resonance Index of Activity [sMARIA], but in the derivation of this index readers had access to these sequences. The current study aimed to validate the sMARIA without gadolinium-enhanced sequences for assessing disease activity, severity, and response to treatment in patients with Crohn's disease. METHODS We prospectively included patients with active Crohn's disease and at least one segment with severe inflammation [ulcers] at ileocolonoscopy, who required treatment with biologic drugs. Patients were evaluated by both magnetic resonance enterography [MRE] and ileocolonoscopy at baseline and 46 weeks after initiation of medical treatment. We compared the quantification of disease activity and response to treatment with sMARIA versus with ileocolonoscopy Crohn's Disease Index of Severity [CDEIS], considered the gold standard. RESULTS Data from both MRE and ileocolonoscopy 46 weeks after treatment initiation were available for 39 of the 50 patients. As in the derivation study, the optimal cutoffs were sMARIA ≥1 for predicting active disease (area under the curve [AUC] 0.92) and sMARIA ≥2 for predicting the presence of ulcers at ileocolonoscopy [AUC 0.93]. In evaluating the response to treatment, the sMARIA detected endoscopic ulcer healing at the segment level [sMARIA <2] with 89.5% sensitivity and 87.5% specificity. The sMARIA decreased significantly [p <0.001] in segments achieving endoscopic ulcer healing, but did not change [p = 0.222] in segments with persistent ulceration. CONCLUSIONS The sMARIA is accurate and reliable in quantifying disease activity and response to treatment in luminal Crohn's disease, without the need for gadolinium-enhanced sequences.
Collapse
Affiliation(s)
- Nunzia Capozzi
- Radiology Department IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Radiology Department, Policlinico Universitario Sant'Orsola-Malpighi, Bologna, Italy
| | - Ingrid Ordás
- Gastroenterology Department. IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Hepaticas y Digestivas [CIBERehd], Spain.,University of Barcelona, Barcelona, Spain
| | | | - Jesús Castro-Poceiro
- Gastroenterology Department. IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Sonia Rodríguez
- Radiology Department IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Ignacio Alfaro
- Gastroenterology Department. IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Gastroenterology Department, Hospital Regional de Concepción, Concepción, Chile
| | - Víctor Sapena
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Maria Carme Masamunt
- Gastroenterology Department. IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Elena Ricart
- Gastroenterology Department. IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Hepaticas y Digestivas [CIBERehd], Spain.,University of Barcelona, Barcelona, Spain
| | - Julian Panés
- Gastroenterology Department. IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Hepaticas y Digestivas [CIBERehd], Spain.,University of Barcelona, Barcelona, Spain
| | - Jordi Rimola
- Radiology Department IBD Unit, Hospital Clínic de Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Hepaticas y Digestivas [CIBERehd], Spain
| |
Collapse
|
29
|
Radiological Response Is Associated with Better Outcomes and Should Be Considered a Therapeutic Target in Crohn's Disease. Dig Dis Sci 2020; 65:2664-2674. [PMID: 31811438 DOI: 10.1007/s10620-019-05979-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 11/27/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND The aim of the study was to identify factors associated with a radiological response and to assess the impact of radiological improvement in long-term outcomes in small bowel (SB) Crohn's disease (CD) patients. METHODS We performed a retrospective study from June 2011 to June 2017 in the tertiary center, Claude Huriez Hospital in Lille, France. All SB CD patients, who underwent two magnetic resonance enterographies (MRE) 3-12 months apart, with at least 1-year follow-up after the second MRE, were included. Signs of radiological inflammation were identified by two expert radiologists in CD. Patients were classified as radiological responders (RR) and non-responders (NR). Hospitalization rates, adjustment of treatment, and surgical or endoscopic interventions were assessed and compared between RR and NR. Factors associated with a radiological response were also studied using the Cox model. RESULTS One hundred and fifteen SB CD patients were included with a median follow-up of 17 months (IQR 11.6-28.3). There were 54 (47%) RR and 61 (53%) NR. The risk of surgical or endoscopic intervention was higher in NR than RR (p = 0.04), and the median delay until a surgical or endoscopic intervention was shorter in NR (p = 0.04). Multifocal disease, a hypersignal on diffusion-weighted or dynamic contrast-enhanced imaging, a stricture, or a fistula was significantly associated with a decreased probability of a radiological response (p < 0.05). CONCLUSION This study shows that a radiological response is associated with a decreased risk of surgical or endoscopic intervention and should be considered as a therapeutic target in CD patients.
Collapse
|
30
|
Schulberg JD, Wright EK, Holt BA, Sutherland TR, Hume SJ, Hamilton AL, Ross AL, Connell WC, Brown SJ, Lust M, Miller AM, Bell SJ, Kamm MA. Magnetic resonance enterography for predicting the clinical course of Crohn's disease strictures. J Gastroenterol Hepatol 2020; 35:980-987. [PMID: 31674069 DOI: 10.1111/jgh.14908] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 10/12/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND AIMS Strictures are the most common Crohn's disease complication, but their natural history is unknown. This study aimed to characterize inflammation, predict prognosis, and understand the impact of drug therapy using magnetic resonance enterography (MRE). METHODS Patients with a stricture diagnosed on MRE over a 5-year period were reviewed for MRE disease extent and inflammation, clinical course, C-reactive protein, response to anti-TNF therapy, endoscopic dilatation, hospitalization, and surgery. RESULTS 136 patients had 235 strictures (77, one and 59, ≥ 2 strictures). TREATMENT 46% of patients underwent surgery after a median 6 months; median follow-up for those not requiring surgery was 41 months. Predictors of surgery: Hospitalization because of obstruction predicted subsequent surgery (OR 2.50; 95% CI 1.06-5.90) while anti-TNF therapy commenced at stricture diagnosis was associated with a reduced risk (OR 0.23; 95% CI 0.05-0.99). MRE characteristics associated with surgery were proximal bowel dilatation ≥ 30-mm diameter (OR 2.98; 95% CI 1.36-6.55), stricture bowel wall thickness ≥ 10-mm (OR 2.42; 95% CI 1.11-5.27), and stricture length > 5-cm (OR 2.56; 95% CI 1.21-5.43). 81% of patients with these three adverse MRE features required surgery versus 17% if none were present (P < 0.001). Accuracy for these three MRE variables predicting surgery was high (AUC 0.76). CONCLUSION Magnetic resonance enterography findings in Crohn's disease strictures are highly predictive of the disease course and the need for future surgery. MRE may also identify who would benefit from treatment intensification. Anti-TNF therapy is associated with reduced risk of surgery and appears to alter the natural history of this complication.
Collapse
Affiliation(s)
- Julien D Schulberg
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia.,Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| | - Emily K Wright
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia
| | - Bronte A Holt
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia.,Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| | - Tom R Sutherland
- Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia.,Department of Medical Imaging, St Vincent's Hospital, Melbourne, Australia
| | - Simon J Hume
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia
| | - Amy L Hamilton
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia.,Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| | - Alyson L Ross
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia
| | - William C Connell
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia.,Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| | - Steven J Brown
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia
| | - Mark Lust
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia
| | - Ashley M Miller
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia
| | - Sally J Bell
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia.,Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| | - Michael A Kamm
- Department of Gastroenterology, St Vincent's Hospital, Melbourne, Australia.,Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia
| |
Collapse
|
31
|
Scharitzer M, Koizar B, Vogelsang H, Bergmann M, Primas C, Weber M, Schima W, Mang T. Crohn's disease: prevalence, MR features, and clinical significance of enteric and colonic sinus tracts. Eur Radiol 2020; 30:5358-5366. [PMID: 32458171 PMCID: PMC7476978 DOI: 10.1007/s00330-020-06935-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 03/15/2020] [Accepted: 05/04/2020] [Indexed: 12/11/2022]
Abstract
Objectives Enteric and colonic sinus tracts are inflammatory complications that precede intestinal fistulas in patients with Crohn’s disease (CD). The aim of this study was to retrospectively determine the prevalence, morphologic features, and outcome of sinus tracts using MR imaging. Methods A consecutive cohort of 642 patients with known CD, referred for MR enterography or MR enteroclysis (study period 01/2014–09/2019), was evaluated retrospectively for the presence of sinus tracts, their locations, presence and length of coexisting strictures, bowel wall thickness, CDMI score, upstream dilation, and bowel distension. Clinical outcome was assessed using medical records. For metric data, means and standard deviation, as well as one-way ANOVA and Pearson’s correlation coefficient, were calculated. Results In 36/642 patients with CD undergoing MRE, 49 sinus tracts (forty in small intestine, nine in left-sided colon) were detected with a prevalence of 6.9% in patients with MR-visible signs of CD (n = 519, overall prevalence of 5.6%). Mean segmental bowel wall thickness was 8.9 mm, and mean CDMI score was 9.3. All sinus tracts were located within a stenotic segment, showing mesenteric orientation within the small bowel and upstream dilation in 13 patients. Of 36 patients, 19 underwent immediate surgery and seven developed clinical progression within the segment containing the sinus tract. Conclusions Sinus tracts occur in 6.9% of patients with visible signs of CD. They are located within stenotic, severely thickened bowel segments with high MR inflammation scores. Their detection is clinically important, because they indicate a more aggressive phenotype and, if left untreated, may show severe progression. Key Points • Sinus tracts occur in 6.9% of patients with MR-visible signs of Crohn’s disease. • Sinus tracts are a radiological indicator of early penetrating Crohn’s disease, with a high risk of progression, and require dedicated treatment. • Sinus tracts can be recognized by characteristic findings and typically occur in stenotic, severely thickened bowel segments with high MR inflammation scores.
Collapse
Affiliation(s)
- Martina Scharitzer
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Bernd Koizar
- Department of Internal Medicine I, Klinikum Wels-Grieskirchen, Grieskirchner Straße 42, 4600, Wels, Austria
| | - Harald Vogelsang
- Department of Internal Medicine III, Division of Gastroenterology & Hepatology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Michael Bergmann
- Department of Surgery, Division of General Surgery, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Christian Primas
- Department of Internal Medicine III, Division of Gastroenterology & Hepatology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Michael Weber
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Wolfgang Schima
- Department of Diagnostic and Interventional Radiology, KH Goettlicher Heiland, KH der Barmherzigen Schwestern, St. Josef-KH, Dornbacher Straße 20-30, 1170, Vienna, Austria
| | - Thomas Mang
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
| |
Collapse
|
32
|
Stidham RW, Enchakalody B, Waljee AK, Higgins PDR, Wang SC, Su GL, Wasnik AP, Al-Hawary M. Assessing Small Bowel Stricturing and Morphology in Crohn's Disease Using Semi-automated Image Analysis. Inflamm Bowel Dis 2020; 26:734-742. [PMID: 31504540 PMCID: PMC7150581 DOI: 10.1093/ibd/izz196] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND Evaluating structural damage using imaging is essential for the evaluation of small intestinal Crohn's disease (CD), but it is limited by potential interobserver variation. We compared the agreement of enterography-based bowel damage measurements collected by experienced radiologists and a semi-automated image analysis system. METHODS Patients with small bowel CD undergoing a CT-enterography (CTE) between 2011 and 2017 in a tertiary care setting were retrospectively reviewed. CT-enterography studies were reviewed by 2 experienced radiologists and separately underwent automated computer image analysis using bowel measurement software. Measurements included maximum bowel wall thickness (BWT-max), maximum bowel dilation (DIL-max), minimum lumen diameter (LUM-min), and the presence of a stricture. Measurement correlation coefficients and paired t tests were used to compare individual operator measurements. Multivariate regression was used to model identification of strictures using semi-automated measures. RESULTS In 138 studies, the correlation between radiologists and semi-automated measures were similar for BWT-max (r = 0.724, 0.702), DIL-max (r = 0.812, 0.748), and LUM-min (r = 0.428, 0.381), respectively. Mean absolute measurement difference between semi-automated and radiologist measures were no different from the mean difference between paired radiologists for BWT-max (1.26 mm vs 1.12 mm, P = 0.857), DIL-max (2.78 mm vs 2.67 mm, P = 0.557), and LUM-min (0.54 mm vs 0.41 mm, P = 0.596). Finally, models of radiologist-defined intestinal strictures using automatically acquired measurements had an accuracy of 87.6%. CONCLUSION Structural bowel damage measurements collected by semi-automated approaches are comparable to those of experienced radiologists. Radiomic measures of CD will become an important new data source powering clinical decision-making, patient-phenotyping, and assisting radiologists in reporting objective measures of disease status.
Collapse
Affiliation(s)
- Ryan W Stidham
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, USA
- Morphomic Analysis Program, University of Michigan, Ann Arbor, MI, USA
- Michigan Integrated Center for Health Analytics and Medical Prediction, Ann Arbor, MI, USA
- Address correspondence to: Ryan W. Stidham, MD, MS, University of Michigan School of Medicine, 1500 East Medical Center Drive, 3912 Taubman Center, Ann Arbor, MI 48109 USA. E-mail:
| | - Binu Enchakalody
- Morphomic Analysis Program, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Akbar K Waljee
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, USA
- Michigan Integrated Center for Health Analytics and Medical Prediction, Ann Arbor, MI, USA
- VA Center for Clinical Management Research, VA Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Peter D R Higgins
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, USA
| | - Stewart C Wang
- Morphomic Analysis Program, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Grace L Su
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, USA
- Morphomic Analysis Program, University of Michigan, Ann Arbor, MI, USA
- VA Center for Clinical Management Research, VA Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Ashish P Wasnik
- Morphomic Analysis Program, University of Michigan, Ann Arbor, MI, USA
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Mahmoud Al-Hawary
- Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, USA
- Morphomic Analysis Program, University of Michigan, Ann Arbor, MI, USA
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|
33
|
Lin S, Lin X, Li X, Chen M, Mao R. Making Qualitative Intestinal Stricture Quantitative: Embracing Radiomics in IBD. Inflamm Bowel Dis 2020; 26:743-745. [PMID: 31504502 DOI: 10.1093/ibd/izz197] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Indexed: 12/29/2022]
Abstract
Quantifying intestinal fibrosis is an important but challenging issue in stricturing CD. With the advent of radiomics, MRE and CTE are highly minable data rather than merely pictures, which will greatly facilitate precision medicine in intestinal fibrosis of CD.
Collapse
Affiliation(s)
- Sinan Lin
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.,Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, USA
| | - Xiaoqin Lin
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Xuehua Li
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China
| | - Ren Mao
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.,Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, USA
| |
Collapse
|
34
|
|
35
|
Cansu A, Bekircavusoglu S, Oguz S, Bulut E, Fidan S. Can diffusion weighted imaging be used as an alternative to contrast-enhanced imaging on magnetic resonance enterography for the assessment of active inflammation in Crohn disease? Medicine (Baltimore) 2020; 99:e19202. [PMID: 32080107 PMCID: PMC7034637 DOI: 10.1097/md.0000000000019202] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The present study aimed to investigate the potential use of T2-weighted sequences with diffusion weighted imaging (DWI) in magnetic resonance (MR) enterography instead of conventional contrast-enhanced MR imaging (MRI) sequences for the evaluation of active inflammation in Crohn disease.Two-hundred thirteen intestinal segments of 43 patients, who underwent colonoscopy within 2 weeks before or after MR enterography were evaluated in this retrospective study. DWI sequences, T2-weighted sequences, and contrast-enhanced T1-weighted sequences were acquired in the MR enterography scan after cleaning of the bowel and using an oral contrast agent. First, the intestinal segments that had active inflammation in MR enterography were qualitatively evaluated in T2-weighted and contrast-enhanced T1-weighted sequences and then MR activity index (MRAI 1) and MRAI 2 were formed with and without contrast-enhanced sequences in 2 separate sessions.The correlation coefficient between contrast enhanced and DWI MR enterography scores (MRAI 1 and MRAI 2) of intestinal inflammation was 0.97 for all segments. In addition, separate correlation coefficients were calculated for terminal ileum, right colon, transverse colon, left colon, and rectum, and there was a strong correlation between the MRAI 1 and MRAI 2 scores of each segment (r = 0.86-0.97, P < .001). On the other hand, MR enterography had 88.7% sensitivity, 97.9% specificity, 95.5% positive predictive value, 94.6% negative predictive value, and 94.8% accuracy for detection of active inflammation in all intestinal segments in Crohn disease.DWI and T2-weighted sequences acquired with cleaning of the bowel can be used instead of contrast-enhanced MRI sequences for the evaluation of active inflammation in Crohn disease.
Collapse
Affiliation(s)
- Aysegul Cansu
- Karadeniz Technical University, Faculty of Medicine, Department of Radiology
| | | | - Sukru Oguz
- Karadeniz Technical University, Faculty of Medicine, Department of Radiology
| | - Eser Bulut
- Trabzon Kanuni Education and Research Hospital, Department of Radiology
| | - Sami Fidan
- Karadeniz Technical University, Faculty of Medicine, Department of Gastroenterology, Trabzon, Turkey
| |
Collapse
|
36
|
Park SH, Park SH. Simplified Magnetic Resonance Index of Activity for Crohn's Disease-Let's Try to Kick It Up a Notch. Gastroenterology 2020; 158:281-282.e1. [PMID: 31704303 DOI: 10.1053/j.gastro.2019.08.062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 08/12/2019] [Indexed: 12/25/2022]
Affiliation(s)
- Seong Ho Park
- Department of Radiology and Research Institute of Radiology and, Inflammatory Bowel Disease Center, Asan Medical Center, University of Ulsan College of Medicine, Songpa-gu, Seoul, South Korea
| | - Sang Hyoung Park
- Department of Gastroenterology and, Inflammatory Bowel Disease Center, Asan Medical Center, University of Ulsan College of Medicine, Songpa-gu, Seoul, South Korea
| |
Collapse
|
37
|
Saade C, Nasr L, Sharara A, Barada K, Soweid A, Murad F, Tawil A, Ghieh D, Asmar K, Tamim H, Khoury NJ. Crohn's disease: A retrospective analysis between computed tomography enterography, colonoscopy, and histopathology. Radiography (Lond) 2019; 25:349-358. [PMID: 31582244 DOI: 10.1016/j.radi.2019.04.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 04/10/2019] [Accepted: 04/18/2019] [Indexed: 02/07/2023]
Abstract
INTRODUCTION To investigate the spectrum of computed tomography enterography (CTE) findings of active Crohn's disease (CD) in comparison to endoscopic, histopathologic and inflammatory markers. METHODS Hospital records of 197 patients with known or suspected CD who underwent CTE over a period of 5 years were reviewed. Eighty-nine patients fulfilled the inclusion criteria. Three-point severity scores for endoscopy, pathology, and haematologic inflammatory markers were recorded. The findings on CTE were identified by three readers and correlated with endoscopic, pathologic, and haematologic severity scores. Statistical analysis was carried out employing a Pearson Chi square test and Fisher exact test. Receiver operating characteristic (ROC), visual grading characteristic (VGC) and Cohens' kappa analyses were performed. RESULTS The CTE findings which were significantly correlated with the severity of active disease on endoscopy include bowel wall thickening, mucosal hyperenhancement, bilaminar stratified wall enhancement, transmural wall enhancement, and mesenteric fluid adjacent to diseased bowel (p < 0.05). Only bowel wall thickening and bilaminar stratified wall enhancement correlated with the pathological severity of active CD. ROC and VGC analysis demonstrated significantly higher areas under the curve (p < 0.0001) together with excellent inter-reader agreement (k = 0.86). CONCLUSION CTE is a reliable tool for evaluating the severity of active disease and helps in the clinical decision pathway.
Collapse
Affiliation(s)
- C Saade
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Lebanon.
| | - L Nasr
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Lebanon.
| | - A Sharara
- Department of Internal Medicine, American University of Beirut Medical Center, Lebanon.
| | - K Barada
- Department of Internal Medicine, American University of Beirut Medical Center, Lebanon.
| | - A Soweid
- Department of Internal Medicine, American University of Beirut Medical Center, Lebanon.
| | - F Murad
- Department of Internal Medicine, American University of Beirut Medical Center, Lebanon.
| | - A Tawil
- Department of Pathology, American University of Beirut Medical Center, Lebanon.
| | - D Ghieh
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Lebanon.
| | - K Asmar
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Lebanon.
| | - H Tamim
- Biostatistics Unit at the Clinical Research Institute, American University of Beirut, Lebanon.
| | - N J Khoury
- Department of Diagnostic Radiology, American University of Beirut Medical Center, Lebanon.
| |
Collapse
|
38
|
Prichard DO, Hamilton Z, Savage T, Smyth M, Penner C, Lakhani A, Carroll MW, Al Sarkhy A, Lemberg DA, Enns R, Jamieson D, Jacobson K. Capsule Endoscopy Complements Magnetic Resonance Enterography and Endoscopy in Evaluating Small Bowel Crohn's Disease. J Can Assoc Gastroenterol 2019; 3:279-287. [PMID: 33241181 PMCID: PMC7678730 DOI: 10.1093/jcag/gwz028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aims Wireless capsule endoscopy (WCE) and magnetic resonance enterography (MRE) are increasingly utilized to evaluate the small bowel (SB) in Crohn's disease (CD). The primary aims were to compare the ability of WCE and MRE to detect SB inflammation in children with newly diagnosed CD, and in the terminal ileum (TI) to compare them to ileo-colonoscopy. Secondary aims were to compare diagnostic accuracy of WCE and MRE and changes in Paris classification after each study. Methods Patients (10 to 17 years of age) requiring ileo-colonoscopy for suspected CD were invited to participate. Only patients with endoscopic/histologic evidence of CD underwent MRE and WCE. SB inflammation and extent were documented and comparative analyses performed. Results Of 38 initially recruited subjects, 20 completed the study. WCE and MRE were similarly sensitive in identifying active TI inflammation (16 [80%] versus 12 [60%]) and any SB inflammation (17 [85%] versus 16 [80%]). However, WCE detected more extensive SB disease than MRE with active inflammation throughout the SB in 15 [75%] versus 1 [5%] patient (P < 0.001). Moreover, WCE was more likely to detect proximal SB disease (jejunum and ileum) compared to MRE (85% versus 50%, P = 0.04). Overall, the Paris classification changed in 65% and 85% of patients following MRE and WCE, respectively. Conclusions WCE is as sensitive as MRE for identifying active TI inflammation, but appears more sensitive in identifying more proximal SB inflammation. In the absence of concern regarding stricturing or extra-luminal disease WCE can be considered for the evaluation of suspected SB CD.
Collapse
Affiliation(s)
- David O Prichard
- Department of Gastroenterology, St Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada.,Department of Gastroenterology and Hepatology, Mayo Clinic Health System La Crosse - Franciscan Healthcare, La Crosse, Wisconsin, USA.,Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Zachary Hamilton
- Department of Paediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Thomas Savage
- Department of Radiology, Royal Hospital for Sick Children, Glasgow, UK
| | - Matthew Smyth
- Department of Paediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Carlie Penner
- Department of Paediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Alam Lakhani
- Department of Paediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Matthew W Carroll
- Department of Paediatrics, Division of Pediatric Gastroenterology and Nutrition, University of Alberta, Edmonton, Alberta, Canada
| | - Ahmed Al Sarkhy
- Department of Paediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada.,Department of Paediatrics, Faculty of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Daniel A Lemberg
- Department of Gastroenterology, Sydney Children's Hospital, University of New South Wales, Sydney, NSW, Australia
| | - Robert Enns
- Department of Gastroenterology, St Paul's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Douglas Jamieson
- Department of Radiology, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - Kevan Jacobson
- Department of Paediatrics, Division of Pediatric Gastroenterology, Hepatology and Nutrition, British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada.,British Columbia Children's Hospital Research Institute, British Columbia Children's Hospital and the University of British Columbia, Vancouver, British Columbia, Canada.,Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|
39
|
Mathur P, Sharma R, Kandasamy D, Kedia S, Gamanagatti S, Ahuja V. Can ADC be used as a surrogate marker of response to therapy in intestinal tuberculosis? Abdom Radiol (NY) 2019; 44:3006-3018. [PMID: 31175381 DOI: 10.1007/s00261-019-02090-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE To evaluate the utility of Diffusion-weighted imaging (DWI) and apparent diffusion coefficient (ADC) in assessing treatment response in patients of intestinal tuberculosis (ITB). METHOD AND MATERIALS MR Enterography (MRE) was done for patients with suspicion of ITB and 19 patients with pre- and post-treatment imaging were included in the analysis. MRE included T1W, T2W, post-contrast T1W, and DWI sequences. DWI was done using b values-0, 400 and 800 s/mm2, and ADC maps were generated. The trace DW images and ADC values were compared before and after therapy. Composite gold standard (clinical, colonoscopic criteria, and biopsy) was used to assess treatment response and to classify into no response, partial response, and complete response. RESULTS Thirty-one bowel segments were evaluated at baseline and after treatment in 19 patients. Prior to therapy, restricted diffusion was seen in 29/31 (93.5%) segments. After treatment, patients with either complete or partial response (27/31 segments, 15 patients) showed significant rise in mean ADC values from 1.1 ± 0.37 × 10-3 to 2.1 ± 0.64 × 10-3 mm2/s (p value < 0.05), whereas no significant change was found in mean ADC values of non-responders (4/29 segments in 4 patients) which increased from 1.0 ± 0.1 × 10-3 mm2/s on baseline scan to 1.32 ± 0.2 × 10-3 mm2/s on post-treatment scan (p value = 0.318). An increase in ADC value was found to be a reliable and objective marker of improvement with response to therapy. CONCLUSION ADC values show good correlation with treatment response in ITB and can be used for objectively quantifying it.
Collapse
|
40
|
Ordás I, Rimola J, Alfaro I, Rodríguez S, Castro-Poceiro J, Ramírez-Morros A, Gallego M, Giner À, Barastegui R, Fernández-Clotet A, Masamunt M, Ricart E, Panés J. Development and Validation of a Simplified Magnetic Resonance Index of Activity for Crohn's Disease. Gastroenterology 2019; 157:432-439.e1. [PMID: 30953614 DOI: 10.1053/j.gastro.2019.03.051] [Citation(s) in RCA: 111] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 03/19/2019] [Accepted: 03/21/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND & AIMS The magnetic resonance index of activity (MARIA) for Crohn's disease (CD) is used to assess the activity of luminal CD. However, it has a number of practical limitations. We aimed to develop and validate a simplified MARIA to more easily and quickly assess CD activity and response to therapy. PATIENTS AND METHODS We performed a retrospective analysis of magnetic resonance imaging data from 98 participants in 2 studies. We used logistic regression analysis to identify magnetic resonance imaging parameters independently associated with CD endoscopic index of severity (CDEIS) scores (the reference standard). We validated the responsiveness and reliability of the simplified MARIA in an independent cohort of 37 patients who underwent magnetic resonance imaging and endoscopy before and after a therapeutic intervention. RESULTS Logistic regression analysis showed that dichotomous qualitative assessment of wall thickening (>3 mm), presence of mural edema, perienteric fat stranding, and ulcers were independently associated with CDEIS scores; we used these factors to create a simplified MARIA. Simplified MARIA scores greater than 1 identified segments with active CD with 90% sensitivity and 81% specificity (area under the curve 0.91; 95% confidence interval 0.88-0.94). Simplified MARIA scores of 2 or more detected severe lesions (ulcers) with 85% sensitivity and 92% specificity (area under the curve 0.94; 95% confidence interval 0.91-0.96). For each patient, there was a high level of correlation between simplified MARIA scores and CDEIS scores (r = 0.83) and simplified MARIA scores and original MARIA scores (and r = 0.93) (P < .001). The simplified MARIA score accurately detected changes in lesion severity in response to therapy and was as reliable as endoscopy for the assessment of mucosal healing. CONCLUSION We developed and validated a simplified MARIA for easier and faster assessment of CD activity and severity. This index identifies patients with a response to therapy with a high level of accuracy. These findings require confirmation in independent, multireader studies.
Collapse
Affiliation(s)
- Ingrid Ordás
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EHD), Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain.
| | - Jordi Rimola
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EHD), Barcelona, Spain; IBD Unit, Radiology Department, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Ignacio Alfaro
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Sonia Rodríguez
- IBD Unit, Radiology Department, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Jesús Castro-Poceiro
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Anna Ramírez-Morros
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Marta Gallego
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Àngel Giner
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EHD), Barcelona, Spain
| | - Rebeca Barastegui
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Agnès Fernández-Clotet
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Maica Masamunt
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Elena Ricart
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EHD), Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Julián Panés
- IBD Unit, Gastroenterology Department, Hospital Clinic of Barcelona, Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EHD), Barcelona, Spain; Faculty of Medicine, University of Barcelona, Barcelona, Spain
| |
Collapse
|
41
|
Sinha R, Stephenson J, Rajesh A. Optimising MRI small bowel techniques. Clin Radiol 2019; 74:592-602. [DOI: 10.1016/j.crad.2019.03.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 03/11/2019] [Indexed: 12/25/2022]
|
42
|
Bollegala N, Griller N, Bannerman H, Habal M, Nguyen GC. Ultrasound vs Endoscopy, Surgery, or Pathology for the Diagnosis of Small Bowel Crohn's Disease and its Complications. Inflamm Bowel Dis 2019; 25:1313-1338. [PMID: 30883639 DOI: 10.1093/ibd/izy392] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND In patients with inflammatory bowel disease, we strive to achieve mucosal healing, as this has been shown to decrease the risk of disease flares, hospitalization, and surgery. For this reason, we must use objective measures of mucosal healing to inform our clinical decision-making and can no longer rely on patient symptoms alone. Assessment of small bowel Crohn's disease (SBCD) is particularly challenging given its lack of accessibility via standard endoscopic techniques. Ultrasound (US) represents a readily available, cost-effective, minimally invasive, radiation-free alternative for the assessment of small bowel disease. In this study, we performed a systematic review to determine the accuracy of ultrasound in diagnosing SBCD and its complications as compared with endoscopic visualization, surgery, and/or pathology. METHODS We searched MEDLINE, EMBASE, and CENTRAL. Prospective cohort studies published up to March 2017 were reviewed. References meeting all eligibility criteria were assessed at the full-text level by 2 independent reviewers. Sensitivity and specificity were collected where available. RESULTS A total of 2817 unique references were identified. Twenty-two studies were included. All studies were at low-moderate risk of bias based on the Quality Assessment of Diagnostic Accuracy Studies criteria. Transabdominal US (TAUS) yielded moderately high sensitivity and specificity for the diagnosis of SBCD and its postoperative recurrence. Detection was more accurate for severe postoperative recurrence. The diagnostic accuracy of US in stricture and abscess detection was high. Contrast enhancement improved the detection of abscess. Diagnostic detection of fistulas was of moderate accuracy. Entero-enteric fistulization and entero-mesenteric fistulization were most clearly identified. CONCLUSIONS Ultrasound can be used to diagnose SBCD in those with known or suspected Crohn's disease. It can be used to detect postoperative recurrence and can accurately identify abscesses and fistulas, especially with the aid of contrast enhancement.
Collapse
Affiliation(s)
- Natasha Bollegala
- Division of Gastroenterology, Department of Medicine, Women's College Hospital, Toronto, Canada
| | - Nadia Griller
- Division of Gastroenterology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Heather Bannerman
- Internal Medicine Residency Training Program, McMaster University, Hamilton, Canada
| | - Mohammed Habal
- Internal Medicine Residency Training Program, University of Toronto, Toronto, Canada
| | - Geoffrey C Nguyen
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.,Division of Gastroenterology, Department of Medicine, Mount Sinai Hospital, Toronto, Canada
| |
Collapse
|
43
|
Tsai R, Mintz A, Lin M, Mhlanga J, Chiplunker A, Salter A, Ciorba M, Deepak P, Fowler K. Magnetic resonance enterography features of small bowel Crohn's disease activity: an inter-rater reliability study of small bowel active inflammation in clinical practice setting. Br J Radiol 2019; 92:20180930. [PMID: 31141389 PMCID: PMC6636275 DOI: 10.1259/bjr.20180930] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 03/13/2019] [Accepted: 04/24/2019] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE The aim of this study is to determine the interrater agreement in a clinical practice environment for the most commonly used magnetic resonance enterography (MRE) features of Crohn's disease (CD). METHODS CD patients with MRE's before and after treatment were retrospectively identified using search queries over a 7-year period (May 2017-September 2017). MRE features of CD comprising components of multiple CD scoring indices were scored by radiologists in the same segment of bowel. Agreement for nominal categorical and continuous variables was assessed using a κ and interclass correlation coefficients, respectively. RESULTS 80 scans comprised the study population. Moderate interrater agreement was seen in both the pre- and post-treatment MRE's for presence of diffusion restriction (к = 0.43, 0.48; pre- and post-treatment), stricturing disease (к = 0.51, 0.52), overall degree of severity (к = 0.49, 0.59). Substantial agreement was seen in pre- and post-treatment scans for length of involvement (interclass correlation coefficient = 0.67, 0.61). The presence of mucosal ulceration had no agreement (к = -0.07, -0.042). CONCLUSION Many MRE features of active CD comprising the major CD scoring indices are reproducible when interpreted by non-CD focused abdominal radiologists. However, the presence of mucosal ulcerations had no agreement and may need more investigation before including this feature as a driver in therapeutic decision making. ADVANCES IN KNOWLEDGE Demonstrates the unreliability of mucosal ulceration by non-CD focused abdominal radiologists, targeting a potential area for future education. Key Points The majority of MRE findings incorporated in to many CD scoring indices have fair to moderate inter-rater agreement even when read by non-MRE expert radiologists. Substantial agreement was seen in the length of involved bowel, but this feature is only incorporated in to one of the CD scoring indices. Presence of mucosal ulcerations had no interrater agreement in our study-a feature which is heavily weighted by several CD scoring indices. Research should be focused bridging those features which have poor interrater agreement.
Collapse
Affiliation(s)
- Richard Tsai
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United States
| | - Aaron Mintz
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United States
| | - Michael Lin
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United States
| | - Joyce Mhlanga
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United States
| | - Adeeti Chiplunker
- Division of Gastroenterology. Washington University in St. Louis., St. Louis, MO, United States
| | - Amber Salter
- Division of Biostatistics, Washington University in St. Louis, St. Louis, MO, United States
| | - Matthew Ciorba
- Washington University Inflammatory Bowel Diseases Center, St. Louis, MO, United States
| | - Parakkal Deepak
- Washington University Inflammatory Bowel Diseases Center, St. Louis, MO, United States
| | - Kathryn Fowler
- Department of Radiology, University of California, San Diego, San Diego, CA, United States
| |
Collapse
|
44
|
De Kock I, Delrue L, Lecluyse C, Hindryckx P, De Vos M, Villeirs G. Feasibility study using iodine quantification on dual-energy CT enterography to distinguish normal small bowel from active inflammatory Crohn's disease. Acta Radiol 2019; 60:679-686. [PMID: 30185070 DOI: 10.1177/0284185118799508] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Assessment of Crohn's disease (CD) activity is important to identify patients with active inflammation for therapy management. Quantitative analysis can provide objective measurement of disease presence. PURPOSE To evaluate the feasibility of quantitative analysis of contrast-enhanced dual-energy computed tomography (DECT) data in detection of small bowel inflammation in patients with CD with an emphasis on iodine quantification. MATERIAL AND METHODS DECT enterography was prospectively performed in 20 patients with active CD and in 20 healthy individuals, as the control group. Iodine overlay images were created. Wall thickness, attenuation, absolute iodine density, relative iodine density, and fat fraction were measured in the terminal ileum of all patients by two radiologists. Intraclass correlation coefficients were calculated to assess inter-rater agreement. Parameters were compared between patient groups using mixed model analysis. Receiver operating characteristic (ROC) analysis was performed. RESULTS Both absolute and relative iodine density were significantly higher in active disease than in normal small bowel (all P < 0.001). In contrast, measurement of fat fraction was not significantly different in affected terminal ileal loops compared to normal terminal ileum ( P = 0.075). ROC analysis demonstrated a similar excellent diagnostic accuracy of wall thickness, attenuation, and absolute and relative iodine density with area under the ROC curve (AUC) values in the range of 0.96 for attenuation to 1 for relative iodine density. CONCLUSION DECT with iodine quantification can be used in distinguishing normal small bowel from active inflammatory CD. Further research should investigate the value of iodine quantification in grading CD activity and in monitoring therapeutic response.
Collapse
Affiliation(s)
- Isabelle De Kock
- Department of Radiology and Medical Imaging, Ghent University Hospital, Ghent, Belgium
| | - Louke Delrue
- Department of Radiology and Medical Imaging, Ghent University Hospital, Ghent, Belgium
| | - Clarisse Lecluyse
- Department of Radiology and Medical Imaging, Ghent University Hospital, Ghent, Belgium
| | - Pieter Hindryckx
- Department of Gastroenterology, Ghent University Hospital, Ghent, Belgium
| | - Martine De Vos
- Department of Gastroenterology, Ghent University Hospital, Ghent, Belgium
| | - Geert Villeirs
- Department of Radiology and Medical Imaging, Ghent University Hospital, Ghent, Belgium
| |
Collapse
|
45
|
Sturm A, Maaser C, Calabrese E, Annese V, Fiorino G, Kucharzik T, Vavricka SR, Verstockt B, van Rheenen P, Tolan D, Taylor SA, Rimola J, Rieder F, Limdi JK, Laghi A, Krustiņš E, Kotze PG, Kopylov U, Katsanos K, Halligan S, Gordon H, González Lama Y, Ellul P, Eliakim R, Castiglione F, Burisch J, Borralho Nunes P, Bettenworth D, Baumgart DC, Stoker J. ECCO-ESGAR Guideline for Diagnostic Assessment in IBD Part 2: IBD scores and general principles and technical aspects. J Crohns Colitis 2019; 13:273-284. [PMID: 30137278 DOI: 10.1093/ecco-jcc/jjy114] [Citation(s) in RCA: 281] [Impact Index Per Article: 46.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Andreas Sturm
- Department of Gastroenterology, DRK Kliniken Berlin I Westend, Berlin, Germany
| | - Christian Maaser
- Outpatients Department of Gastroenterology, Hospital Lüneburg, Lüneburg, Germany
| | - Emma Calabrese
- Department of Systems Medicine, University of Rome, Tor Vergata, Italy
| | - Vito Annese
- Department of Gastroenterology, Valiant Clinic & American Hospital, Dubai, UAE
| | - Gionata Fiorino
- Department of Gastroenterology, Humanitas Clinical and Research Institute, Milan, Italy
| | - Torsten Kucharzik
- Department of Internal Medicine and Gastroenterology, Hospital Lüneburg, Lüneburg, Germany
| | | | - Bram Verstockt
- Department of Gastroenterology and Hepatology, University Hospitals Leuven and CHROMETA - Translational Research in Gastrointestinal Disorders, KU Leuven, Belgium
| | - Patrick van Rheenen
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, University Medical Center Groningen, Groningen, The Netherlands
| | - Damian Tolan
- Clinical Radiology, St James's University Hospital, Leeds, UK
| | - Stuart A Taylor
- Centre for Medical Imaging, University College London, London, UK
| | - Jordi Rimola
- Department of Radiology, Hospital Clínic Barcelona, Barcelona, Spain
| | - Florian Rieder
- Department of Gastroenterology, Hepatology & Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jimmy K Limdi
- Department of Gastroenterology, Pennine Acute Hospitals NHS Trust, Manchester; Manchester Academic Health Sciences Centre, University of Manchester, Manchester, UK
| | - Andrea Laghi
- Department of Clinical and Surgical Translational Medicine, Sapienza - University of Rome, Rome, Italy
| | - Eduards Krustiņš
- Department of Gastroenterology, Hepatology and Nutrition, Pauls Stradins Clinical University Hospital, Riga, Latvia
| | - Paulo G Kotze
- Colorectal Surgery Unit, Catholic University of Paraná PUCPR, Curitiba, Brazil
| | - Uri Kopylov
- Department of Gastroenterology, Sheba Medical Center, Sackler School of Medicine, Tel Aviv, Israel
| | - Konstantinos Katsanos
- Department of Gastroenterology and Hepatology, University and Medical School of Ioannina, Ioannina, Greece
| | - Steve Halligan
- Centre for Medical Imaging, University College London, London, UK
| | - Hannah Gordon
- Section of Gastroenterology & Hepatology, Royal London Hospital, London, UK
| | - Yago González Lama
- Department of Gastroenterology, University Hospital Puerta De Hierro, Majadahonda Madrid, Spain
| | - Pierre Ellul
- Department of Medicine, Mater Dei Hospital, Msida, Malta
| | - Rami Eliakim
- Department of Gastroenterology, Sheba Medical Center, Sackler School of Medicine, Tel Aviv, Israel
| | - Fabiana Castiglione
- Department of Clinical Medicine and Surgery, "Federico II" University of Naples, Naples, Italy
| | - Johan Burisch
- Department of Gastroenterology, North Zealand University Hospital; Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | - Paula Borralho Nunes
- Department of Anatomic Pathology, Hospital Cuf Descobertas; Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Dominik Bettenworth
- Department of Medicine B, Gastroenterology and Hepatology, University Hospital Münster, Münster, Germany
| | - Daniel C Baumgart
- Division of Gastroenterology, University of Alberta, Edmonton, AB, Canada
| | - Jaap Stoker
- Department of Radiology and Nuclear Medicine, Academic Medical Center AMC, University of Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
46
|
White JR, Jairath V, Moran GW. Evolution of treatment targets in Crohn's disease. Best Pract Res Clin Gastroenterol 2019; 38-39:101599. [PMID: 31327410 DOI: 10.1016/j.bpg.2019.02.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 02/14/2019] [Indexed: 01/31/2023]
Abstract
Crohn's disease is a chronic relapsing and remitting inflammatory disorder of the gastrointestinal tract, associated with significantly morbidity due to both symptoms and complications that have a considerable detrimental impact on a patient's quality of life. An early treat to target approach with disease modifying agents has been shown to significantly improve long term outcomes, demonstrated by a number of therapeutic targets in a number of modalities. This review will outline the current treatment targets and measures of disease burden in Crohn's disease.
Collapse
Affiliation(s)
- Jonathan R White
- National Institute of Health Research Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK; Nottingham Digestive Diseases Centre, The University of Nottingham, Nottingham, UK.
| | - Vipul Jairath
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada; Department of Epidemiology and Biostatistics, Western University, London, ON, Canada.
| | - Gordon W Moran
- National Institute of Health Research Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK; Nottingham Digestive Diseases Centre, The University of Nottingham, Nottingham, UK.
| |
Collapse
|
47
|
MRI reveals different Crohn's disease phenotypes in children and adults. Eur Radiol 2019; 29:5082-5092. [PMID: 30729332 DOI: 10.1007/s00330-019-6006-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 12/20/2018] [Accepted: 01/11/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To identify differences between two cohorts of adult and pediatric patients affected by Crohn's disease (CD), with regard to lesion location in the small intestine and colon-rectum, lesion activity, and prevalence of perianal disease (PD), using MRI as the main diagnostic tool. METHODS We retrospectively reviewed 350 consecutive MRI examinations performed between 2013 and 2016 in outpatients or inpatients with histologically proven CD, monitored by the Gastroenterology and Pediatric Units of our Hospital. The magnetic resonance enterography (MRE) protocol for adult and pediatric CD patients routinely includes evaluation of nine different intestinal segments (from jejunum to rectum) and of the anal canal. Intestinal activity was also calculated using a validated score. Perianal disease (PD) was staged. Fisher's exact test was used and the odds ratio (OR) was calculated. RESULTS Two hundred and nineteen out of 350 MRI studies (118 adults and 101 children) were included. The prevalence of PD was 34.6% in children and 16.1% in adults (OR = 2.8; p = 0.0017). Pediatric patients showed more frequent rectal involvement (29.7% vs 13.5%, OR = 2.7; p = 0.0045) and higher risk of PD in the presence of rectal disease (p = 0.043; OR = 4.5). In pediatric patients with severe colorectal disease, the prevalence of PD was twofold (86.7% vs 40%; p = 0.072). Using the clinical Montreal classification for lesion location, no significant differences emerged between the two patient populations. CONCLUSIONS MRI showed a significantly higher prevalence of rectal involvement and perianal disease in the pediatric population. These results may have a relevant clinical impact and deserve further investigation. KEY POINTS • To our knowledge, this is the largest morphological comparative study available in the literature using MRI as the main diagnostic tool to compare adult patients and children with Crohn's disease. • Our study showed significant differences between adults and children: a higher prevalence of rectal and perianal fistulous disease (PD) in pediatric patients and an increased prevalence of PD in the presence of severe colon-rectum involvement. • The association of rectal and perianal disease implies a poorer clinical prognosis and a higher risk of disabling complications in pediatric patients.
Collapse
|
48
|
Rees MA, Dillman JR, Anton CG, Rattan MS, Smith EA, Towbin AJ, Zhang B, Trout AT. Inter-radiologist agreement using Society of Abdominal Radiology-American Gastroenterological Association (SAR-AGA) consensus nomenclature for reporting CT and MR enterography in children and young adults with small bowel Crohn disease. Abdom Radiol (NY) 2019; 44:391-397. [PMID: 30120514 DOI: 10.1007/s00261-018-1743-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE To assess inter-radiologist agreement using the Society of Abdominal Radiology-American Gastroenterological Association (SAR-AGA) consensus recommendations for reporting CT/MR enterography exams in pediatric and young adult small bowel Crohn disease (CD). METHODS Institutional review board approval was obtained for this HIPAA-compliant retrospective investigation; the requirement for informed consent was waived. 25 CT and 25 MR enterography exams performed in children and young adults (age range: 6-23 years) between January 2015 and April 2017 with a distribution of ileal CD severity (phenotype) were identified: normal or chronic CD without active inflammation (40%), active inflammatory CD (20%), stricturing CD (20%), and penetrating CD (20%). Five fellowship-trained pediatric radiologists, blinded to one another, documented key imaging findings and standardized impressions based on SAR-AGA consensus recommendations. Inter-radiologist agreement was evaluated using Fleiss' multi-rater kappa statistic (κ) with 95% confidence intervals (CI). RESULTS Inter-radiologist agreement was moderate for all key imaging findings except presence of ulcerations (κ 0.37 [95% CI 0.28-0.46]) and sacculations (κ 0.31 [95% CI 0.23-0.40]). Agreement for standardized impressions was substantial for stricturing disease (κ 0.79 [95% CI 0.70-0.87]) and moderate for presence of inflammation (κ 0.49 [95% CI 0.44-0.56]) and penetrating disease (κ 0.58 [95% CI 0.49-0.67]). No significant difference in agreement was found between CT and MRI. CONCLUSIONS Agreement among five pediatric radiologists was moderate to substantial for SAR-AGA standardized impressions and fair to moderate for key imaging findings of pediatric and young adult CD.
Collapse
Affiliation(s)
- Mitchell A Rees
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
| | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Christopher G Anton
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Mantosh S Rattan
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Ethan A Smith
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Alexander J Towbin
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Bin Zhang
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Andrew T Trout
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| |
Collapse
|
49
|
Comparison of MRI Activity Scoring Systems and Features for the Terminal Ileum in Patients With Crohn Disease. AJR Am J Roentgenol 2019; 212:W25-W31. [DOI: 10.2214/ajr.18.19876] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
|
50
|
Crohn Disease: A 5-Point MR Enterocolonography Classification Using Enteroscopic Findings. AJR Am J Roentgenol 2019; 212:67-76. [DOI: 10.2214/ajr.17.18897] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
|