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Thierry ML, Rousseau H, Pouillon L, Girard-Gavanier M, Baumann C, Lopez A, Danese S, Laurent V, Peyrin-Biroulet L. Accuracy of Diffusion-weighted Magnetic Resonance Imaging in Detecting Mucosal Healing and Treatment Response, and in Predicting Surgery, in Crohn's Disease. J Crohns Colitis 2018; 12:1180-1190. [PMID: 29985999 DOI: 10.1093/ecco-jcc/jjy098] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND AIMS The Nancy score is a luminal Crohn's disease [CD] activity index applied in diffusion-weighted magnetic resonance imaging [DW-MRI]. We assessed the accuracy of the Nancy score in detecting mucosal healing and treatment response, and in predicting surgery. METHODS This was a retrospective, single-centre study of all patients with active CD and serial DW-MRI before and after treatment initiation with a biologic drug, between January 2010 and September 2016. The gold standard was endoscopy. The association between the Nancy score and the cumulative probability of intestinal resection during follow-up was tested combining Kaplan-Meier curves and log-rank testing. RESULTS A total of 96 patients were included; 20 had concomitantly undergone endoscopy. The Nancy score correlated well with the Crohn's Disease Endoscopic Index of Severity [r = 0.60 for the total score and r = 0.63 for the segmental score]. A total Nancy score <6 and a segmental Nancy score <2 detected mucosal healing with an area under the receiver operating characteristic curve [AUROC] of 0.82 (95% confidence interval [CI] 0.69-0.94, p <0.0001) and 0.80 [95% CI 0.73-0.87, p <0.0001], respectively. The Nancy score was highly sensitive to changes [Guyatt's responsiveness indices: 1.18 for the total score and 0.85 for the segmental score]. Mucosal healing on DW-MRI after treatment initiation was associated with a lower cumulative probability of intestinal surgery (p = 0.0251, median [interquartile range: IQR] follow-up 2.2 [1.6-3.7] years). CONCLUSIONS In CD, the Nancy score accurately detects mucosal healing and treatment response, the latter associated with a lower likelihood of intestinal resection.
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Affiliation(s)
- Marie-Lise Thierry
- INSERM U954 and Department of Hepato-Gastroenterology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Hélène Rousseau
- Clinical Research Support Facility PARC, UMDS, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Lieven Pouillon
- INSERM U954 and Department of Hepato-Gastroenterology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
- Imelda GI Clinical Research Centre, Imeldaziekenhuis Bonheiden, Bonheiden, Belgium
| | - Mélanie Girard-Gavanier
- INSERM U947 and Department of Radiology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Cédric Baumann
- Clinical Research Support Facility PARC, UMDS, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Anthony Lopez
- INSERM U954 and Department of Hepato-Gastroenterology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Silvio Danese
- Department of Gastroenterology, Humanitas Research Hospital, Milan, Italy
| | - Valérie Laurent
- INSERM U947 and Department of Radiology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Laurent Peyrin-Biroulet
- INSERM U954 and Department of Hepato-Gastroenterology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
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Menys A, Puylaert C, Tutein Nolthenius CE, Plumb AA, Makanyanga J, Tielbeek J, Pendse D, Brosens LA, Rodriguez-Justo M, Atkinson D, Bhatnagar G, Vos F, Stoker J, Taylor SA. Quantified Terminal Ileal Motility during MR Enterography as a Biomarker of Crohn Disease Activity: Prospective Multi-Institution Study. Radiology 2018; 289:428-435. [DOI: 10.1148/radiol.2018180100] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Baker ME, Fletcher JG, Al-Hawary M, Bruining D. Interdisciplinary Updates in Crohn’s Disease Reporting Nomenclature, and Cross-Sectional Disease Monitoring. Radiol Clin North Am 2018; 56:691-707. [DOI: 10.1016/j.rcl.2018.04.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Park SH, Ye BD, Lee TY, Fletcher JG. Computed Tomography and Magnetic Resonance Small Bowel Enterography: Current Status and Future Trends Focusing on Crohn's Disease. Gastroenterol Clin North Am 2018; 47:475-499. [PMID: 30115433 DOI: 10.1016/j.gtc.2018.04.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Computed tomography enterography (CTE) and magnetic resonance enterography (MRE) are presently state-of-the-art radiologic tests used to examine the small bowel for various indications. This article focuses on CTE and MRE for the evaluation of Crohn disease. The article describes recent efforts to achieve more standardized interpretation of CTE and MRE, summarizes recent research studies investigating the role and impact of CTE and MRE more directly for several different clinical and research issues beyond general diagnostic accuracy, and provides an update on progress in imaging techniques. Also addressed are areas that need further exploration in the future.
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Affiliation(s)
- Seong Ho Park
- Department of Radiology, Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul 05505, South Korea.
| | - Byong Duk Ye
- Department of Gastroenterology, Inflammatory Bowel Disease Center, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul 05505, South Korea
| | - Tae Young Lee
- Department of Radiology, Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul 05505, South Korea
| | - Joel G Fletcher
- Department of Radiology, Mayo Clinic, 200 First Street, Southwest, Rochester, MN 55905, USA
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Puylaert CAJ, Schüffler PJ, Naziroglu RE, Tielbeek JAW, Li Z, Makanyanga JC, Tutein Nolthenius CJ, Nio CY, Pendsé DA, Menys A, Ponsioen CY, Atkinson D, Forbes A, Buhmann JM, Fuchs TJ, Hatzakis H, van Vliet LJ, Stoker J, Taylor SA, Vos FM. Semiautomatic Assessment of the Terminal Ileum and Colon in Patients with Crohn Disease Using MRI (the VIGOR++ Project). Acad Radiol 2018; 25:1038-1045. [PMID: 29428210 DOI: 10.1016/j.acra.2017.12.024] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 12/20/2017] [Accepted: 12/25/2017] [Indexed: 01/18/2023]
Abstract
RATIONALE AND OBJECTIVES The objective of this study was to develop and validate a predictive magnetic resonance imaging (MRI) activity score for ileocolonic Crohn disease activity based on both subjective and semiautomatic MRI features. MATERIALS AND METHODS An MRI activity score (the "virtual gastrointestinal tract [VIGOR]" score) was developed from 27 validated magnetic resonance enterography datasets, including subjective radiologist observation of mural T2 signal and semiautomatic measurements of bowel wall thickness, excess volume, and dynamic contrast enhancement (initial slope of increase). A second subjective score was developed based on only radiologist observations. For validation, two observers applied both scores and three existing scores to a prospective dataset of 106 patients (59 women, median age 33) with known Crohn disease, using the endoscopic Crohn's Disease Endoscopic Index of Severity (CDEIS) as a reference standard. RESULTS The VIGOR score (17.1 × initial slope of increase + 0.2 × excess volume + 2.3 × mural T2) and other activity scores all had comparable correlation to the CDEIS scores (observer 1: r = 0.58 and 0.59, and observer 2: r = 0.34-0.40 and 0.43-0.51, respectively). The VIGOR score, however, improved interobserver agreement compared to the other activity scores (intraclass correlation coefficient = 0.81 vs 0.44-0.59). A diagnostic accuracy of 80%-81% was seen for the VIGOR score, similar to the other scores. CONCLUSIONS The VIGOR score achieves comparable accuracy to conventional MRI activity scores, but with significantly improved reproducibility, favoring its use for disease monitoring and therapy evaluation.
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Affiliation(s)
- Carl A J Puylaert
- Department of Radiology and Nuclear Medicine, Academic Medical Centre, Meibergdreef 9, P.O 22660, 1100DD, Amsterdam, The Netherlands.
| | - Peter J Schüffler
- Department of Computer Sciences, Eidgenössische Technische Hochschule Zurich, Zurich, Switzerland; Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Robiel E Naziroglu
- Department of Imaging Physics, Delft University of Technology, Delft, The Netherlands
| | - Jeroen A W Tielbeek
- Department of Radiology and Nuclear Medicine, Academic Medical Centre, Meibergdreef 9, P.O 22660, 1100DD, Amsterdam, The Netherlands
| | - Zhang Li
- Department of Imaging Physics, Delft University of Technology, Delft, The Netherlands; College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, China
| | - Jesica C Makanyanga
- Center for Medical Imaging, University College London Hospitals National Health Service Foundation Trust, London, UK
| | - Charlotte J Tutein Nolthenius
- Department of Radiology and Nuclear Medicine, Academic Medical Centre, Meibergdreef 9, P.O 22660, 1100DD, Amsterdam, The Netherlands
| | - C Yung Nio
- Department of Radiology and Nuclear Medicine, Academic Medical Centre, Meibergdreef 9, P.O 22660, 1100DD, Amsterdam, The Netherlands
| | - Douglas A Pendsé
- Center for Medical Imaging, University College London Hospitals National Health Service Foundation Trust, London, UK
| | - Alex Menys
- Center for Medical Imaging, University College London Hospitals National Health Service Foundation Trust, London, UK
| | - Cyriel Y Ponsioen
- Department of Gastroenterology, Academic Medical Centre, Amsterdam, The Netherlands
| | - David Atkinson
- Center for Medical Imaging, University College London Hospitals National Health Service Foundation Trust, London, UK
| | - Alastair Forbes
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Joachim M Buhmann
- Department of Computer Sciences, Eidgenössische Technische Hochschule Zurich, Zurich, Switzerland
| | - Thomas J Fuchs
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | | | - Lucas J van Vliet
- Department of Imaging Physics, Delft University of Technology, Delft, The Netherlands
| | - Jaap Stoker
- Department of Radiology and Nuclear Medicine, Academic Medical Centre, Meibergdreef 9, P.O 22660, 1100DD, Amsterdam, The Netherlands
| | - Stuart A Taylor
- Center for Medical Imaging, University College London Hospitals National Health Service Foundation Trust, London, UK
| | - Frans M Vos
- Department of Radiology and Nuclear Medicine, Academic Medical Centre, Meibergdreef 9, P.O 22660, 1100DD, Amsterdam, The Netherlands; Department of Imaging Physics, Delft University of Technology, Delft, The Netherlands
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Zhu NY, Zhao XS, Miao F. Magnetic resonance imaging and Crohn’s disease endoscopic index of severity: Correlations and concordance. World J Gastroenterol 2018; 24:2279-2290. [PMID: 29881237 PMCID: PMC5989242 DOI: 10.3748/wjg.v24.i21.2279] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 03/28/2018] [Accepted: 04/26/2018] [Indexed: 02/06/2023] Open
Abstract
AIM To examine the correlation between magnetic resonance imaging (MRI) and endoscopic index of severity (CDEIS) in patients with Crohn’s disease (CD).
METHODS This was a retrospective study of 104 patients with CD that were treated at the Ruijin Hospital between March 2015 and May 2016. Among them, 61 patients with active CD were evaluated before/after treatment. MRI and endoscopy were performed within 7 d. CDEIS was evaluated. MRI parameters included MaRIA scores, total relative contrast enhancement (tRCE), arterial RCE (aRCE), portal RCE (pRCE), delay phase RCE (dRCE), and apparent diffusion coefficient. The correlation and concordance between multiple MRI findings and CDEIS changes before and after CD treatment were examined.
RESULTS Among the 104 patients, 61 patients were classified as active CD and 43 patients as inactive CD. Gender, age, disease duration, and disease location were not significantly different between the two groups (all P > 0.05). CRP levels were higher in the active group than in the inactive group (25.12 ± 4.12 vs 5.14 ± 0.98 mg/L, P < 0.001). Before treatment, the correlations between CDEIS and MaRIAs in all patients were r = 0.772 for tRCE, r = 0.754 for aRCE, r = 0.738 for pRCE, and r = 0.712 for dRCE (all MaRIAs, P < 0.001), followed by MRI single indexes. Among the active CD patients, 44 cases were remitted to inactive CD after treatment. The correlations between CDEIS and MaRIAs were r = 0.712 for aRCE, r = 0.705 for tRCE, r = 0.685 for pRCE, and r = 0.634 for dRCE (all MaRIAs, P < 0.001).
CONCLUSION Arterial MaRIA should be an indicator for CD follow-up and dynamic assessment. CD treatment assessment was not completely concordant between CDEIS and MRI.
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Affiliation(s)
- Nai-Yi Zhu
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xue-Song Zhao
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Fei Miao
- Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
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Gauci J, Sammut L, Sciberras M, Piscopo N, Micallef K, Cortis K, Ellul P. Small bowel imaging in Crohn's disease patients. Ann Gastroenterol 2018; 31:395-405. [PMID: 29991884 PMCID: PMC6033758 DOI: 10.20524/aog.2018.0268] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Accepted: 02/27/2018] [Indexed: 12/15/2022] Open
Abstract
Crohn’s disease (CD) is a lifelong, chronic inflammatory bowel disorder. The small bowel (SB) is involved to varying extents, and the clinical course may vary from an inflammatory type to a more complicated one with stricture, fistula, and abscess formation. Esophagogastroduodenoscopy and ileocolonoscopy with biopsies are the conventional endoscopic techniques that usually establish the diagnosis. On the other hand, CD may affect SB segments that cannot be reached through these procedures. Video capsule endoscopy and enteroscopy are additional endoscopic techniques that may allow further SB evaluation in such circumstances. Computed tomographic enterography, magnetic resonance enterography, and ultrasonography are radiologic techniques that serve as a crucial adjunct to endoscopic assessment. They enable the assessment of parts of the bowel that may be difficult to reach with conventional endoscopy; this allows for the detection of active inflammation, penetrating or stricturing disease, and the appreciation of extraintestinal complications. Both endoscopic and radiologic modalities play a role in establishing the diagnosis of CD, as well as determining the disease extent, activity and response to therapy. This review is intended to evaluate these modalities in terms of specificity, sensitivity, potential side-effects, and limiting factors. This should serve as a guide to the clinician for establishing the most appropriate and reliable test within a particular clinical context.
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Affiliation(s)
- James Gauci
- Division of Gastroenterology (James Gauci, Martina Sciberras, Naomi Piscopo, Pierre Ellul), Mater Dei Hospital, Malta
| | - Lara Sammut
- Department of Medical Imaging (Lara Sammut, Kristian Micallef, Kelvin Cortis), Mater Dei Hospital, Malta
| | - Martina Sciberras
- Division of Gastroenterology (James Gauci, Martina Sciberras, Naomi Piscopo, Pierre Ellul), Mater Dei Hospital, Malta
| | - Naomi Piscopo
- Division of Gastroenterology (James Gauci, Martina Sciberras, Naomi Piscopo, Pierre Ellul), Mater Dei Hospital, Malta
| | - Kristian Micallef
- Department of Medical Imaging (Lara Sammut, Kristian Micallef, Kelvin Cortis), Mater Dei Hospital, Malta
| | - Kelvin Cortis
- Department of Medical Imaging (Lara Sammut, Kristian Micallef, Kelvin Cortis), Mater Dei Hospital, Malta
| | - Pierre Ellul
- Division of Gastroenterology (James Gauci, Martina Sciberras, Naomi Piscopo, Pierre Ellul), Mater Dei Hospital, Malta
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Wagner M, Ko HM, Chatterji M, Besa C, Torres J, Zhang X, Panchal H, Hectors S, Cho J, Colombel JF, Harpaz N, Taouli B. Magnetic Resonance Imaging Predicts Histopathological Composition of Ileal Crohn's Disease. J Crohns Colitis 2018; 12:718-729. [PMID: 29300851 PMCID: PMC7189968 DOI: 10.1093/ecco-jcc/jjx186] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 12/29/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Recently, smooth muscle hypertrophy has been suggested to be a contributor to small bowel lesions secondary to Crohn's disease [CD], in addition to inflammation and fibrosis. Here, we assess the value of magnetic resonance imaging [MRI] for the characterisation of histopathological tissue composition of small bowel CD, including inflammation, fibrosis, and smooth muscle hypertrophy. METHODS A total of 35 consecutive patients [male/female 17/18, mean age 33 years] with ileal CD, who underwent small bowel resection and a preoperative contrast-enhanced MRI examination within 1 month before surgery, were retrospectively included. Image assessment included qualitative [pattern/degree of enhancement, presence of ulcerations/fistulas/abscesses] and quantitative parameters [wall thickness on T2/T1-weighted images [WI], enhancement ratios, apparent diffusion coefficient [ADC], Clermont and Magnetic Resonance Index of Activity [MaRIA] scores). MRI parameters were compared with histopathological findings including active inflammation, collagen deposition, and muscle hypertrophy using chi square/Fisher or Mann-Whitney tests and univariate/multivariate logistic/linear regression analyses. RESULTS Forty ileal segments were analysed in 35 patients. Layered pattern at early-post-contrast phase was more prevalent (odds ratio [OR] = 8; p = 0.008), ADC was significantly lower [OR = 0.005; p = 0.022], and MaRIA score was significantly higher [OR = 1.125; p = 0.022] in inflammation grades 2-3 compared with grade 1. Wall thickness on T2WI was significantly increased [OR = 1.688; p = 0.043], and fistulas [OR = 14.5; p = 0.017] were more prevalent in segments with disproportionately increased muscle hypertrophy versus those with disproportionately increased fibrosis. MaRIA/Clermont scores, wall thickness on T1WI and T2WI, and ADC were all significantly correlated with degree of muscular hypertrophy. CONCLUSIONS MRI predicts the degree of inflammation, and can distinguish prominent muscle hypertrophy from prominent fibrosis in ileal CD with reasonable accuracy (area under receiver operating characteristic curve [AUROC] > 0.7).
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Affiliation(s)
- Mathilde Wagner
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Sorbonne Universités, UPMC, Department of Radiology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Huaibin Mabel Ko
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Manjil Chatterji
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Cecilia Besa
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joana Torres
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Xiaofei Zhang
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Hinaben Panchal
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stefanie Hectors
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Judy Cho
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jean-Frederic Colombel
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Noam Harpaz
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bachir Taouli
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Corresponding author: Bachir Taouli, MD, Department of Radiology and Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Avenue, Room 107, New York, NY 10029, USA.
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Rozendorn N, Amitai MM, Eliakim RA, Kopylov U, Klang E. A review of magnetic resonance enterography-based indices for quantification of Crohn's disease inflammation. Therap Adv Gastroenterol 2018; 11:1756284818765956. [PMID: 29686731 PMCID: PMC5900818 DOI: 10.1177/1756284818765956] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 02/28/2018] [Indexed: 02/04/2023] Open
Abstract
Magnetic resonance enterography (MRE) is a leading radiological modality in Crohn's disease (CD) and is used together with laboratory findings and endoscopic examinations for the evaluation of patients during initial diagnosis and follow up. Over the years, there has been great progress in the understanding of CD and there is a continuous strive to achieve better monitoring of patients and to develop new modalities which will predict disease course and thus help in clinical decisions making. An objective evaluation of CD using a quantification score is not a new concept and there are different clinical, endoscopies, radiological and combined indices which are used in clinical practice. Such scores are a necessity in clinical trials on CD for evaluation of disease response, however, there is no consensus of the preferred MRE score and they are not routinely used. This review presents MRE-based indices in use in the last decade: the Magnetic Resonance Index of Activity (MaRIA), the Clermont score, the Crohn's Disease Magnetic Resonance Imaging (MRI) Index (CDMI), the Magnetic Resonance Enterography Global Score (MEGS) and the Lemann index. We compare the different indices and evaluate the clinical research that utilized them. The aim of this review is to provide a reference guide for researchers and clinicians who incorporate MRE indices in their work. When devising future indices, accumulated data of the existing indices must be taken into account, as each of the current indices has its own strengths and weakness.
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Affiliation(s)
| | | | | | - Uri Kopylov
- Sheba Medical Center at Tel Hashomer, Tel Hashomer, Israel
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Bruining DH, Zimmermann EM, Loftus EV, Sandborn WJ, Sauer CG, Strong SA. Consensus Recommendations for Evaluation, Interpretation, and Utilization of Computed Tomography and Magnetic Resonance Enterography in Patients With Small Bowel Crohn's Disease. Gastroenterology 2018; 154:1172-1194. [PMID: 29329905 DOI: 10.1053/j.gastro.2017.11.274] [Citation(s) in RCA: 158] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Computed tomography and magnetic resonance enterography have become routine small bowel imaging tests to evaluate patients with established or suspected Crohn's disease, but the interpretation and use of these imaging modalities can vary widely. A shared understanding of imaging findings, nomenclature, and utilization will improve the utility of these imaging techniques to guide treatment options, as well as assess for treatment response and complications. Representatives from the Society of Abdominal Radiology Crohn's Disease-Focused Panel, the Society of Pediatric Radiology, the American Gastroenterological Association, and other experts, systematically evaluated evidence for imaging findings associated with small bowel Crohn's disease enteric inflammation and established recommendations for the evaluation, interpretation, and use of computed tomography and magnetic resonance enterography in small bowel Crohn's disease. This work makes recommendations for imaging findings that indicate small bowel Crohn's disease, how inflammatory small bowel Crohn's disease and its complications should be described, elucidates potential extra-enteric findings that may be seen at imaging, and recommends that cross-sectional enterography should be performed at diagnosis of Crohn's disease and considered for small bowel Crohn's disease monitoring paradigms. A useful morphologic construct describing how imaging findings evolve with disease progression and response is described, and standard impressions for radiologic reports that convey meaningful information to gastroenterologists and surgeons are presented.
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Affiliation(s)
- David H Bruining
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Ellen M Zimmermann
- Department of Gastroenterology, University of Florida, Gainesville, Florida
| | - Edward V Loftus
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - William J Sandborn
- Division of Gastroenterology, University of California San Diego, San Diego, California
| | - Cary G Sauer
- Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Scott A Strong
- Division of GI Surgery, Northwestern Medicine, Chicago, Illinois
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Jairath V, Ordas I, Zou G, Panes J, Stoker J, Taylor SA, Santillan C, Horsthuis K, Samaan MA, Shackelton LM, Stitt LW, Hindryckx P, Khanna R, Sandborn WJ, D'Haens G, Feagan BG, Levesque BG, Rimola J. Reliability of Measuring Ileo-Colonic Disease Activity in Crohn's Disease by Magnetic Resonance Enterography. Inflamm Bowel Dis 2018; 24:440-449. [PMID: 29361096 DOI: 10.1093/ibd/izx040] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND Magnetic resonance enterography is increasingly utilized for assessment of luminal Crohn's disease activity. The Magnetic Resonance Index of Activity and the London Index are the most commonly used outcome measures in clinical trials. We assessed the reliability of these indices and several additional items. METHODS A consensus process clarified scoring conventions and identified additional items based on face validity. Four experienced radiologists evaluated 50 images in triplicate, in random order, at least 1 month apart, using a central image management system. Intra- and interrater reliability were assessed by calculating and comparing intraclass correlation coefficients. RESULTS Intrarater intraclass correlation coefficients (95% confidence intervals) for the Magnetic Resonance Index of Activity, London, and London "extended" indices and a visual analogue scale were 0.89 (0.84 to 0.91), 0.87 (0.83 to 0.90), 0.89 (0.85 to 0.92), and 0.86 (0.81 to 0.90). Corresponding interrater intraclass correlation coefficients were 0.71 (0.61 to 0.77), 0.67 (0.55 to 0.75), 0.70 (0.61 to 0.76), and 0.71 (0.62 to 0.77). Reliability for each index was greatest in the terminal ileum and poorest in the rectum. All 3 indices were highly correlated with the visual analogue scale; 0.79 (0.71 to 0.85), 0.78 (0.71 to 0.84), and 0.79 (0.72 to 0.85) for the Magnetic Resonance Index of Activity, London, and the London "extended" indices, respectively. CONCLUSIONS "Substantial" interrater reliability was observed for all 3 indices. Future studies should assess responsiveness to treatment in order to confirm their utility as evaluative indices in clinical trials and clinical practice.
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Affiliation(s)
- Vipul Jairath
- Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, Ontario, Canada.,Department of Epidemiology and Biostatistics, University of Western Ontario, London, Ontario, Canada.,Robarts Clinical Trials Inc, London, Ontario, Canada
| | - Ingrid Ordas
- Hospital Clinic Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
| | - Guangyong Zou
- Department of Epidemiology and Biostatistics, University of Western Ontario, London, Ontario, Canada.,Robarts Clinical Trials Inc, London, Ontario, Canada
| | - Julian Panes
- Hospital Clinic Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
| | - Jaap Stoker
- Academic Medical Center, Amsterdam, The Netherlands
| | | | | | | | - Mark A Samaan
- Robarts Clinical Trials Inc, London, Ontario, Canada.,Department of Gastroenterology, Guy's & St Thomas' Hospital, London, UK
| | | | - Larry W Stitt
- Robarts Clinical Trials Inc, London, Ontario, Canada
| | - Pieter Hindryckx
- Robarts Clinical Trials Inc, London, Ontario, Canada.,Ghent University, Ghent, Belgium
| | - Reena Khanna
- Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, Ontario, Canada.,Robarts Clinical Trials Inc, London, Ontario, Canada
| | - William J Sandborn
- Robarts Clinical Trials Inc, London, Ontario, Canada.,University of California San Diego, La Jolla, United States
| | - Geert D'Haens
- Robarts Clinical Trials Inc, London, Ontario, Canada.,Academic Medical Center, Amsterdam, The Netherlands
| | - Brian G Feagan
- Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, Ontario, Canada.,Department of Epidemiology and Biostatistics, University of Western Ontario, London, Ontario, Canada.,Robarts Clinical Trials Inc, London, Ontario, Canada
| | - Barrett G Levesque
- Robarts Clinical Trials Inc, London, Ontario, Canada.,University of California San Diego, La Jolla, United States
| | - Jordi Rimola
- Hospital Clinic Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
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Bruining DH, Zimmermann EM, Loftus EV, Sandborn WJ, Sauer CG, Strong SA. Consensus Recommendations for Evaluation, Interpretation, and Utilization of Computed Tomography and Magnetic Resonance Enterography in Patients With Small Bowel Crohn's Disease. Radiology 2018; 286:776-799. [PMID: 29319414 DOI: 10.1148/radiol.2018171737] [Citation(s) in RCA: 204] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Computed tomography and magnetic resonance enterography have become routine small bowel imaging tests to evaluate patients with established or suspected Crohn's disease, but the interpretation and use of these imaging modalities can vary widely. A shared understanding of imaging findings, nomenclature, and utilization will improve the utility of these imaging techniques to guide treatment options, as well as assess for treatment response and complications. Representatives from the Society of Abdominal Radiology Crohn's Disease-Focused Panel, the Society of Pediatric Radiology, the American Gastroenterological Association, and other experts, systematically evaluated evidence for imaging findings associated with small bowel Crohn's disease enteric inflammation and established recommendations for the evaluation, interpretation, and use of computed tomography and magnetic resonance enterography in small bowel Crohn's disease. This work makes recommendations for imaging findings that indicate small bowel Crohn's disease, how inflammatory small bowel Crohn's disease and its complications should be described, elucidates potential extra-enteric findings that may be seen at imaging, and recommends that cross-sectional enterography should be performed at diagnosis of Crohn's disease and considered for small bowel Crohn's disease monitoring paradigms. A useful morphologic construct describing how imaging findings evolve with disease progression and response is described, and standard impressions for radiologic reports that convey meaningful information to gastroenterologists and surgeons are presented. ©2018, RSNA, AGA Institute, and Society of Abdominal Radiology This article is being published jointly in Radiology and Gastroenterology.
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Affiliation(s)
- David H Bruining
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
| | - Ellen M Zimmermann
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
| | - Edward V Loftus
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
| | - William J Sandborn
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
| | - Cary G Sauer
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
| | - Scott A Strong
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
| | -
- From the Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn (D.H.B., E.V.L); Department of Gastroenterology, University of Florida, Gainesville, Fla (E.M.Z.); Division of Gastroenterology, University of California San Diego, San Diego, Calif (W.J.S); Division of Pediatric Gastroenterology, Emory University, Children's Healthcare of Atlanta, Ga (C.G.S); and Division of GI Surgery, Northwestern Medicine, Chicago, Ill (S.A.S)
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Li Z, van Vliet LJ, Stoker J, Vos FM. A hybrid optimization strategy for registering images with large local deformations and intensity variations. Int J Comput Assist Radiol Surg 2018; 13:343-351. [PMID: 29290025 DOI: 10.1007/s11548-017-1697-z] [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: 06/29/2017] [Accepted: 12/20/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE To develop a method for intra-patient registration of pre- and post-contrast abdominal MR images with large local deformations and large intensity variations. METHOD A hybrid method is proposed to deal with this problem. It consists of two coupled techniques: (1) descriptor matching (DM) at the original resolution using a discrete optimization strategy to avoid getting trapped in a local minimum; (2) continuous optimization to refine the registration outcome based on autocorrelation of local image structure (ALOST). Our method-called DM-ALOST-has become insensitive to the local uptake of contrast agent by exploiting the mean phase and the phase congruency extracted from the multi-scale monogenic signal. The method was extensively tested on abdominal MR data of 30 patients with Crohn's disease. RESULTS DM-ALOST produced significantly larger mean Dice coefficients than two state-of-the-art methods [Formula: see text]. CONCLUSION Both qualitative and quantitative tests demonstrated improved registration using the proposed method compared to the state-of-the-art. The DM-ALOST method facilitates measurement of corresponding features from different abdominal MR images, which can aid to assess certain diseases, particularly Crohn's disease.
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Affiliation(s)
- Zhang Li
- College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, 410073, China. .,Quantitative Imaging Group, Delft University of Technology, 2628, CJ, Delft, The Netherlands.
| | - Lucas J van Vliet
- Quantitative Imaging Group, Delft University of Technology, 2628, CJ, Delft, The Netherlands
| | - Jaap Stoker
- Department of Radiology, Academic Medical Center, 1100, DD, Amsterdam, The Netherlands
| | - Frans M Vos
- Quantitative Imaging Group, Delft University of Technology, 2628, CJ, Delft, The Netherlands.,Department of Radiology, Academic Medical Center, 1100, DD, Amsterdam, The Netherlands
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Bouhnik Y, Carbonnel F, Laharie D, Stefanescu C, Hébuterne X, Abitbol V, Nachury M, Brixi H, Bourreille A, Picon L, Bourrier A, Allez M, Peyrin-Biroulet L, Moreau J, Savoye G, Fumery M, Nancey S, Roblin X, Altwegg R, Bouguen G, Bommelaer G, Danese S, Louis E, Zappa M, Mary JY. Efficacy of adalimumab in patients with Crohn's disease and symptomatic small bowel stricture: a multicentre, prospective, observational cohort (CREOLE) study. Gut 2018; 67:53-60. [PMID: 28119352 PMCID: PMC5754855 DOI: 10.1136/gutjnl-2016-312581] [Citation(s) in RCA: 223] [Impact Index Per Article: 31.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 11/15/2016] [Accepted: 12/02/2016] [Indexed: 12/11/2022]
Abstract
OBJECTIVE The efficacy of anti-tumour necrosis factors (anti-TNFs) in patients with Crohn's disease (CD) and symptomatic small bowel stricture (SSBS) is controversial. The aim of this study was to estimate the efficacy of adalimumab in these patients and to identify the factors predicting success. DESIGN We performed a multicentre, prospective, observational cohort study in patients with CD and SSBS. The included patients underwent magnetic resonance enterography at baseline and subsequently received adalimumab. The primary endpoint was success at week 24, defined as adalimumab continuation without prohibited treatment (corticosteroids after the eight week following inclusion, other anti-TNFs), endoscopic dilation or bowel resection. The baseline factors independently associated with success were identified using a logistic regression model, leading to a simple prognostic score. Secondary endpoints were prolonged success after week 24 (still on adalimumab, without dilation nor surgery) and time to bowel resection in the whole cohort. RESULTS From January 2010 to December 2011, 105 patients were screened and 97 were included. At week 24, 62/97 (64%) patients had achieved success. The prognostic score defined a good prognosis group with 43/49 successes, an intermediate prognosis group with 17/28 successes and a poor prognosis group with 1/16 successes. After a median follow-up time of 3.8 years, 45.7%±6.6% (proportion±SE) of patients who were in success at week 24 (ie, 29% of the whole cohort) were still in prolonged success at 4 years. Among the whole cohort, 50.7%±5.3% of patients did not undergo bowel resection 4 years after inclusion. CONCLUSIONS A successful response to adalimumab was observed in about two-thirds of CD patients with SSBS and was prolonged in nearly half of them till the end of follow-up. More than half of the patients were free of surgery 4 years after treatment initiation. CLINICAL TRIAL REGISTRATION NUMBER NCT01183403; Results.
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Affiliation(s)
- Yoram Bouhnik
- Gastroentérologie, MICI et Assistance Nutritive, Hôpital Beaujon, Clichy, France
| | | | - David Laharie
- Hépato-gastroentérologie et d'oncologie digestive, Hôpital Haut-Lévêque, Pessac, France
| | - Carmen Stefanescu
- Gastroentérologie, MICI et Assistance Nutritive, Hôpital Beaujon, Clichy, France
| | - Xavier Hébuterne
- Gastro-Entérologie & Nutrition Clinique, Hopital de l'Archet 2, Nice, France
| | | | - Maria Nachury
- Maladies de l'appareil digestif et nutrition, Hôpital Claude Huriez, Lille, France
| | - Hedia Brixi
- Gastro Enterologie, Hôpital Robert Debré, Reims, France
| | - Arnaud Bourreille
- Hépato-gastro-entérologie et cancérologie digestive, Hôpital Hôtel Dieu, Nantes, France
| | - Laurence Picon
- Hépato-Gastro-Onco-Entérologie, Hôpital Trousseau, Tours, France
| | - Anne Bourrier
- Gastroentérologie & Nutrition, Hôpital Saint-Antoine, Paris, France
| | - Matthieu Allez
- Hépato-gastroentérologie, Hôpital Saint-Louis, Paris, France
| | | | - Jacques Moreau
- Gastro-entérologie et Nutrition, Hôpital Rangueil, Toulouse, France
| | - Guillaume Savoye
- Hépato-gastro-entérologie et de nutrition, Hôpital Charles Nicolle, Rouen, France
| | | | - Stephane Nancey
- Hépato-gastro-entérologie, Centre Hospitalier Lyon-Sud, Lyon, France
| | - Xavier Roblin
- Gastro-entérologie et Hépatologie, CHU Saint-Etienne, Saint-Etienne, France
| | - Romain Altwegg
- Hépato-gastro-entérologie, Hôpital Saint Eloi, Montpellier, France
| | - Guillaume Bouguen
- Maladies de l'appareil digestif, Hôpital Pontchaillou, Rennes, France
| | - Gilles Bommelaer
- Hépatologie Gastro-Entérologie, CHU Estain, Clermont Ferrand, France
| | - Silvio Danese
- Instituto Clinico Humanitas-Department of Gastroenterology, Milan, Italy
| | - Edouard Louis
- Gastro-entérologie, CHU Sart Tilman, Liege University, Liege, Belgium
| | | | - Jean-Yves Mary
- UMR-S-1153 Inserm, Denis Diderot—Paris 7 university, Hôpital Saint-Louis, Paris, France
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Abstract
BACKGROUND Ultrasound is accurate in the detection of Crohn's disease. Our aim was to identify ultrasound parameters contributing to inflammatory disease activity, develop a simple score, and validate this score prospectively. METHODS This study comprised 2 single-center investigations. The first was a retrospective study on a population that had received colonoscopies (as a gold-standard diagnostic) within 60 days of ultrasound. The second was a prospective study on 2 populations: patients requiring induction with adalimumab and patients on adalimumab maintenance therapy. Ultrasound and endoscopy were preformed within 14 days in both prospective groups. The endoscopy results were graded with the Simple Endoscopic Score and the Rutgeerts score and compared with 5 ultrasound parameters. We used a proportional odds model to determine which ultrasound parameters correlated significantly with the endoscopy results. We then developed a predictive ultrasound score for disease activity, plotted the receiver operating characteristic curves, and undertook prospective validation of the score. RESULTS We evaluated 160 patients retrospectively to compare ultrasound and colonoscopy. Two of 5 parameters were found to correlate significantly with disease activity: bowel wall thickness (P = <0.0001) and color Doppler signal (P = 0.0292). We developed a score that uses weighted variables. The area under the corresponding receiver operating characteristic curve was 0.8658. CONCLUSIONS A simple ultrasonographic score that accurately identifies Crohn's disease activity has been developed and validated. Ultrasound may be a surrogate for endoscopy to guide disease management, but future studies should be conducted to establish interrater variability.
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Naziroglu RE, Puylaert CAJ, Tielbeek JAW, Makanyanga J, Menys A, Ponsioen CY, Hatzakis H, Taylor SA, Stoker J, van Vliet LJ, Vos FM. Semi-automatic bowel wall thickness measurements on MR enterography in patients with Crohn's disease. Br J Radiol 2017; 90:20160654. [PMID: 28401775 DOI: 10.1259/bjr.20160654] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVE To evaluate a semi-automatic method for delineation of the bowel wall and measurement of the wall thickness in patients with Crohn's disease. METHODS 53 patients with suspected or proven Crohn's disease were selected. Two radiologists independently supervised the delineation of regions with active Crohn's disease on MRI, yielding manual annotations (Ano1, Ano2). Three observers manually measured the maximal bowel wall thickness of each annotated segment. An active contour segmentation approach semi-automatically delineated the bowel wall. For each active region, two segmentations (Seg1, Seg2) were obtained by independent observers, in which the maximum wall thickness was automatically determined. The overlap between (Seg1, Seg2) was compared with the overlap of (Ano1, Ano2) using Wilcoxon's signed rank test. The corresponding variances were compared using the Brown-Forsythe test. The variance of the semi-automatic thickness measurements was compared with the overall variance of manual measurements through an F-test. Furthermore, the intraclass correlation coefficient (ICC) of semi-automatic thickness measurements was compared with the ICC of manual measurements through a likelihood-ratio test. RESULTS Patient demographics: median age, 30 years; interquartile range, 25-38 years; 33 females. The median overlap of the semi-automatic segmentations (Seg1 vs Seg2: 0.89) was significantly larger than the median overlap of the manual annotations (Ano1 vs Ano2: 0.72); p = 1.4 × 10-5. The variance in overlap of the semi-automatic segmentations was significantly smaller than the variance in overlap of the manual annotations (p = 1.1 × 10-9). The variance of the semi-automated measurements (0.46 mm2) was significantly smaller than the variance of the manual measurements (2.90 mm2, p = 1.1 × 10-7). The ICC of semi-automatic measurement (0.88) was significantly higher than the ICC of manual measurement (0.45); p = 0.005. CONCLUSION The semi-automatic technique facilitates reproducible delineation of regions with active Crohn's disease. The semi-automatic thickness measurement sustains significantly improved interobserver agreement. Advances in knowledge: Automation of bowel wall thickness measurements strongly increases reproducibility of these measurements, which are commonly used in MRI scoring systems of Crohn's disease activity.
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Affiliation(s)
- Robiel E Naziroglu
- 1 Department of Imaging Physics, Delft University of Technology, Delft, Netherlands
| | - Carl A J Puylaert
- 2 Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Jeroen A W Tielbeek
- 2 Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | | | - Alex Menys
- 3 Center for Medical Imaging, University College London, London, UK
| | - Cyriel Y Ponsioen
- 2 Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | | | - Stuart A Taylor
- 3 Center for Medical Imaging, University College London, London, UK
| | - Jaap Stoker
- 2 Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Lucas J van Vliet
- 1 Department of Imaging Physics, Delft University of Technology, Delft, Netherlands
| | - Frans M Vos
- 1 Department of Imaging Physics, Delft University of Technology, Delft, Netherlands.,2 Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
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Deepak P, Park SH, Ehman EC, Hansel SL, Fidler JL, Bruining DH, Fletcher JG. Crohn's disease diagnosis, treatment approach, and management paradigm: what the radiologist needs to know. Abdom Radiol (NY) 2017; 42:1068-1086. [PMID: 28210767 DOI: 10.1007/s00261-017-1068-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Crohn's disease is one of the major subtypes of idiopathic inflammatory bowel disease and is characterized by chronic transmural intestinal inflammation of the gastrointestinal tract anywhere from mouth to the anus, with a predilection for the small bowel. Cross-sectional imaging with computed tomography and magnetic resonance enterography plays a key role in confirming diagnosis, identifying and managing complications, assessing disease severity, and identifying response to medical therapy. This review will focus on the role of radiologists in the diagnosis and assessment of Crohn's disease. Additionally, a review of current medical therapy approaches, available medications, and side effects will be discussed. The review will also highlight key complications of medical therapy and associated diseases that should be evaluated by the radiologist with cross-sectional imaging.
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Affiliation(s)
- Parakkal Deepak
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Sang Hyoung Park
- Department of Gastroenterology, Inflammatory Bowel Disease Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Eric C Ehman
- Division of Abdominal Imaging, Mayo Clinic College of Medicine, 200 First Street, SW, Rochester, MN, 55905, USA
| | - Stephanie L Hansel
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Jeff L Fidler
- Division of Abdominal Imaging, Mayo Clinic College of Medicine, 200 First Street, SW, Rochester, MN, 55905, USA
| | - David H Bruining
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Joel G Fletcher
- Division of Abdominal Imaging, Mayo Clinic College of Medicine, 200 First Street, SW, Rochester, MN, 55905, USA.
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MR Enterography Assessment of Bowel Inflammation Severity in Crohn Disease Using the MR Index of Activity Score: Modifying Roles of DWI and Effects of Contrast Phases. AJR Am J Roentgenol 2017; 208:1022-1029. [PMID: 28225669 DOI: 10.2214/ajr.16.17324] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The purpose of this article is to appraise the use of the MR index of activity (MaRIA) score in evaluating Crohn disease (CD) on present-day MR enterography images, with an emphasis on determining the modifying roles of DWI and the effects of different contrast enhancement phases. SUBJECTS AND METHODS Fifty patients prospectively underwent MR enterography, including DWI and enteric and portal phase scans, and ileocolonoscopy with segmental CD endoscopic index of severity (CDEIS) scoring within a week. Thirty-nine terminal ilea and 40 right-sided colons (mean [± SD] segmental CDEIS score, 14.3 ± 12.1) from 42 patients with CD (mean age, 27 ± 6.2 years) were finally analyzed by three independent readers. Original and modified (ulcer replaced with DWI grade) MaRIA scores were compared regarding their correlation with segmental CDEIS score, accuracy in diagnosing active (segmental CDEIS score ≥ 3) and severe (segmental CDEIS score ≥ 12) inflammation, and interobserver reproducibility. The primary analysis used portal phase data, and the agreement between portal and enteric phase scores was analyzed. RESULTS MaRIA and modified MaRIA scores correlated similarly with CDEIS scores (r = 0.737 and 0.742; p = 0.387) and did not significantly differ in terms of AUC values for the diagnosis of active (0.909 and 0.903; p = 0.571) or severe (0.907 and 0.892; p = 0.443) inflammation. The intraclass correlation coefficient was significantly higher for modified MaRIA than for MaRIA (0.845 and 0.701; p < 0.001). The mean difference between portal and enteric phase scores (i.e., portal minus enteric) was 0.33-0.36 score points for individual readers, and the Bland-Altman repeatability coefficient was 0.9-1.42 score points. CONCLUSION Interobserver reproducibility in evaluating the severity of bowel inflammation in CD using the MaRIA score can be improved by modification with DWI. MaRIA scoring provides steady results across enteric and portal phases.
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Burlin S, Favaro LR, Bretas EAS, Taniguchi LS, Loch AP, Argollo MC, Ambrogini Junior O, D'Ippolito G. Using computed tomography enterography to evaluate patients with Crohn's disease: what impact does examiner experience have on the reproducibility of the method? Radiol Bras 2017; 50:13-18. [PMID: 28298727 PMCID: PMC5347498 DOI: 10.1590/0100-3984.2015.0131] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Objective To assess the impact that examiner experience has on the reproducibility and
accuracy of computed tomography (CT) enterography in the detection of
radiological signs in patients with Crohn's disease. Materials and Methods This was a retrospective, cross-sectional observational study involving the
analysis of CT enterography scans of 20 patients with Crohn's disease. The
exams were analyzed independently by two radiologists in their last year of
residence (duo I) and by two abdominal imaging specialists (duo II). The
interobserver agreement of each pair of examiners in identifying the main
radiological signs was calculated with the kappa test. The accuracy of the
examiners with less experience was quantified by using the consensus among
three experienced examiners as a reference. Results Duo I and duo II obtained a similar interobserver agreement, with a moderate
to good correlation, for mural hyperenhancement, parietal thickening, mural
stratification, fat densification, and comb sign (kappa: 0.45-0.64). The
less experienced examiners showed an accuracy > 80% for all signs, except
for lymph nodes and fistula, for which it ranged from 60% to 75%. Conclusion Less experienced examiners have a tendency to present a level of
interobserver agreement similar to that of experienced examiners in
evaluating Crohn's disease through CT enterography, as well as showing
satisfactory accuracy in identifying most radiological signs of the
disease.
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Affiliation(s)
- Stênio Burlin
- MD, Radiologist in the Department of Diagnostic Imaging of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
| | - Larissa Rossini Favaro
- MD, Radiologist, Specialist in Abdominal Imaging in the Department of Diagnostic Imaging of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
| | - Elisa Almeida Sathler Bretas
- MD, Radiologist, Graduate Student in Abdominal Imaging in the Department of Diagnostic Imaging of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
| | - Lincoln Seiji Taniguchi
- MD, Radiologist, Specialist in Abdominal Imaging in the Department of Diagnostic Imaging of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
| | - Ana Paula Loch
- Pharmacist, Graduate Student in Preventive Medicine at the Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Marjorie Costa Argollo
- MD, Graduate Student in Clinical Gastroenterology, Discipline of Clinical Medicine, Department of Medicine of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
| | - Orlando Ambrogini Junior
- PhD, Affiliate Professor, Discipline of Clinical Medicine, Department of Medicine of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
| | - Giuseppe D'Ippolito
- Tenured Adjunct Professor in the Department of Diagnostic Imaging of the Escola Paulista de Medicina da Universidade Federal de São Paulo (EPM-Unifesp), São Paulo, SP, Brazil
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Huh J, Kim KJ, Park SH, Park SH, Yang SK, Ye BD, Park SH, Han K, Kim AY. Diffusion-Weighted MR Enterography to Monitor Bowel Inflammation after Medical Therapy in Crohn's Disease: A Prospective Longitudinal Study. Korean J Radiol 2017; 18:162-172. [PMID: 28096726 PMCID: PMC5240495 DOI: 10.3348/kjr.2017.18.1.162] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2016] [Accepted: 08/10/2016] [Indexed: 12/22/2022] Open
Abstract
Objective To prospectively evaluate the performance of diffusion-weighted imaging (DWI) to monitor bowel inflammation after medical therapy for Crohn's disease (CD). Materials and Methods Before and following 1–2 years of medical therapy, between October 2012 and May 2015, 18 randomly selected adult CD patients (male:female, 13:5; mean age ± SD, 25.8 ± 7.9 years at the time of enrollment) prospectively underwent MR enterography (MRE) including DWI (b = 900 s/mm2) and ileocolonoscopy. Thirty-seven prospectively defined index lesions (one contiguous endoscopy-confirmed inflamed area chosen from each inflamed anatomical bowel segment; 1–4 index lesions per patient; median, 2 lesions) were assessed on pre- and post-treatment MRE and endoscopy. Visual assessment of treatment responses on DWI in 4 categories including complete remission and reduced, unchanged or increased inflammation, and measurements of changes in apparent diffusion coefficient (ΔADC), i.e., pre-treatment–post-treatment, were performed by 2 independent readers. Endoscopic findings and CD MRI activity index (CDMI) obtained using conventional MRE served as reference standards. Results ΔADC significantly differed between improved (i.e., complete remission and reduced inflammation) and unimproved (i.e., unchanged or increased inflammation) lesions: mean ± SD (× 10-3 mm2/s) of -0.65 ± 0.58 vs. 0.06 ± 0.15 for reader 1 (p = 0.022) and -0.68 ± 0.56 vs. 0.10 ± 0.26 for reader 2 (p = 0.025). DWI accuracy for diagnosing complete remission or improved inflammation ranged from 76% (28/37) to 84% (31/37). A significant negative correlation was noted between ΔADC and ΔCDMI for both readers with correlation coefficients of -0.438 and -0.461, respectively (p < 0.05). Conclusion DWI is potentially a feasible tool to monitor quantitatively and qualitatively bowel inflammation of CD after medical treatment.
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Affiliation(s)
- Jimi Huh
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Kyung Jo Kim
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Seong Ho Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - So Hyun Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Suk-Kyun Yang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Byong Duk Ye
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Sang Hyoung Park
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Kyunghwa Han
- Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Ah Young Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
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Kaushal P, Somwaru AS, Charabaty A, Levy AD. MR Enterography of Inflammatory Bowel Disease with Endoscopic Correlation. Radiographics 2017; 37:116-131. [DOI: 10.1148/rg.2017160064] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Bhatnagar G, Von Stempel C, Halligan S, Taylor SA. Utility of MR enterography and ultrasound for the investigation of small bowel Crohn's disease. J Magn Reson Imaging 2016; 45:1573-1588. [PMID: 27943484 DOI: 10.1002/jmri.25569] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 11/11/2016] [Indexed: 12/18/2022] Open
Abstract
Cross sectional Imaging plays an increasingly important role the diagnosis and management of Crohn's disease. Particular emphasis is placed on MRI and Ultrasound as they do not impart ionising radiation. Both modalities have reported high sensitivity for disease detection, activity assessment and evaluation of extra-luminal complications, and have positive effects on clinical decision making. International Guidelines now recommend MRI and Ultrasound in the routine management of Crohn's disease patients. This article reviews the current evidence base supporting both modalities with an emphasis on the key clinical questions. We describe current protocols, basic imaging findings and highlight areas in need of further research. LEVEL OF EVIDENCE 5 Technical Efficacy: Stage 4 J. MAGN. RESON. IMAGING 2017;45:1573-1588.
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Affiliation(s)
- Gauraang Bhatnagar
- Frimley Park Hospital NHS Foundation Trust, London, UK.,Centre for Medical Imaging, University College London, London, UK
| | | | - Steve Halligan
- Centre for Medical Imaging, University College London, London, UK
| | - Stuart A Taylor
- Centre for Medical Imaging, University College London, London, UK
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Puylaert CA, Tielbeek JA, Bipat S, Boellaard TN, Nio CY, Stoker J. Long-Term Performance of Readers Trained in Grading Crohn Disease Activity Using MRI. Acad Radiol 2016; 23:1539-1544. [PMID: 27665236 DOI: 10.1016/j.acra.2016.08.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 08/01/2016] [Indexed: 10/21/2022]
Abstract
RATIONALE AND OBJECTIVES We aim to evaluate the long-term performance of readers who had participated in previous magnetic resonance imaging (MRI) reader training in grading Crohn disease activity. MATERIALS AND METHODS Fourteen readers (8 women; 12 radiologists, 2 residents; mean age 40; range 31-59), who had participated in a previous MRI reader training, participated in a follow-up evaluation after a mean interval of 29 months (range 25-34 months). Follow-up evaluation comprised 25 MRI cases of suspected or known Crohn disease patients with direct feedback; cases were identical to the evaluation set used in the initial reader training (of which readers were unaware). Grading accuracy, overstaging, and understaging were compared between training and follow-up using a consensus score by two experienced abdominal radiologists as the reference standard. RESULTS In the follow-up evaluation, overall grading accuracy was 73% (95% confidence interval [CI]: 62%-81%), which was comparable to reader training grading accuracy (72%, 95% CI: 61%-80%) (P = .66). Overstaging decreased significantly from 19% (95% CI: 12%-27%) to 13% (95% CI: 8%-21%) between training and follow-up (P = .03), whereas understaging increased significantly from 9% (95% CI: 4%-21%) to 14% (95% CI: 7%-26%) (P < .01). CONCLUSIONS Readers have consistent long-term accuracy for grading Crohn disease activity after case-based reader training with direct feedback.
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Park SH, Huh J, Park SH, Lee SS, Kim AY, Yang SK. Diffusion-weighted MR enterography for evaluating Crohn's disease: Effect of anti-peristaltic agent on the diagnosis of bowel inflammation. Eur Radiol 2016; 27:2554-2562. [PMID: 27709277 DOI: 10.1007/s00330-016-4609-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 08/01/2016] [Accepted: 09/13/2016] [Indexed: 02/08/2023]
Abstract
OBJECTIVES To prospectively investigate how Buscopan affects the diagnosis of bowel inflammation by diffusion-weighted imaging MR enterography (DWI-MRE) in Crohn's disease (CD). METHODS Thirty CD patients without previous bowel surgery underwent DWI-MRE (b = 900 sec/mm2) before and after intravenous Buscopan. The 30 patients were randomly divided into two groups; using a crossover design, interpretations were made regarding the presence of restricted mural diffusion (i.e., bowel inflammation) in nine bowel segments in two separate reading sessions by two readers. The readers also judged restricted mural diffusion extent in each bowel segment on two side-by-side DWI-MRE images with a random right-to-left order. Ileocolonoscopy and conventional MRE interpreted by an expert panel were reference standards. RESULTS We analyzed 262 bowel segments. DWI-MRE without Buscopan significantly decreased sensitivity for both readers (58.8 % vs. 72.9 %, P = 0.046; 57.6 % vs. 85.9 %, P = 0.001) and did not significantly increase specificity (P = 0.085 and 0.396). Two readers noted that 28.6 % and 23.3 % of 262 bowel segments had greater diffusion restriction extent on DWI-MRE with Buscopan compared with DWI-MRE without Buscopan (P < 0.001) and 68.7 % and 74 %, respectively, had similar extent between them. CONCLUSION Omitting Buscopan caused a greater loss in sensitivity of DWI-MRE than false-positive reduction for diagnosing bowel inflammation in CD. KEY POINTS • Omitting Buscopan significantly decreases DWI-MRE sensitivity for diagnosing bowel inflammation in CD. • Increase in the corresponding DWI-MRE specificity by omitting Buscopan is less apparent. • DWI-MRE without Buscopan underestimates the extent of bowel inflammation in CD.
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Affiliation(s)
- So Hyun Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.,Department of Radiology, Gil Medical Center, Gachon University, 21, Namdong-daero 777beon-gil, Namdong-gu, Incheon, South Korea
| | - Jimi Huh
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Seong Ho Park
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
| | - Seung Soo Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Ah Young Kim
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Suk-Kyun Yang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
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Tutein Nolthenius CJ, Bipat S, Mearadji B, Spijkerboer AM, Ponsioen CY, Montauban van Swijndregt AD, Stoker J. MRI characteristics of proctitis in Crohn's disease on perianal MRI. Abdom Radiol (NY) 2016; 41:1918-30. [PMID: 27315072 PMCID: PMC5018025 DOI: 10.1007/s00261-016-0802-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Purpose Multiple features have been described for assessing inflammation in Crohn’s disease (CD) in MR enterography, but have not been validated in perianal magnetic resonance imaging (MRI). Retrospectively, we studied which MRI features are valuable in assessing proctitis. Materials and methods CD patients (≥18 years) who underwent colonoscopy (reference standard) and perianal fistula MRI within 8 weeks were included. Seventeen MRI features were blindly scored by three observers and correlated to endoscopy (regression analysis). Reproducibility (multirater kappa, intraclass correlation coefficient) was determined for all three observer pairs. MRI features were considered relevant when significantly correlated to endoscopy for ≥2 observers, and reproducibility was ≥0.40 for ≥2 observer pairs. Results Perianal MRI of 58 CD patients were included. Wall thickness, rectal mural fat, creeping fat, and size of mesorectal lymph nodes showed a significant correlation with endoscopy for ≥2 observers (p = 0.000–0.023, p = 0.011–0.172, p = 0.007–0.011 and p = 0.000–0.005, respectively) with a kappa/intraclass correlation coefficient of ≥0.60 for ≥2 observer pairs. Perimural T2 signal and perimural enhancement significantly correlated to endoscopy (all p values ≤0.05) for all three observers and the reproducibility was ≥0.40 for ≥2 observer pairs. Mural T2 signal and degree and pattern of T1 enhancement showed significant correlation to endoscopy for two observers, but with poor to moderate reproducibility. Conclusion Wall thickness, mural fat, and mesorectal features (perimural T2 signal, perimural enhancement, creeping fat, and size of mesorectal lymph nodes) had significant correlation to endoscopy and were reproducible in diagnosing proctitis. Some established luminal features in MRE were considered not useful.
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Affiliation(s)
- Charlotte J Tutein Nolthenius
- Department of Radiology, Academic Medical Center, University of Amsterdam, PO Box 22660, 1100 DD, Amsterdam, The Netherlands.
- Department of Radiology, OLVG, PO Box 99550, 1090 HM, Amsterdam, The Netherlands.
| | - Shandra Bipat
- Department of Radiology, Academic Medical Center, University of Amsterdam, PO Box 22660, 1100 DD, Amsterdam, The Netherlands
| | - Banafsche Mearadji
- Department of Radiology, Academic Medical Center, University of Amsterdam, PO Box 22660, 1100 DD, Amsterdam, The Netherlands
| | - Anje M Spijkerboer
- Department of Radiology, Academic Medical Center, University of Amsterdam, PO Box 22660, 1100 DD, Amsterdam, The Netherlands
| | - Cyriel Y Ponsioen
- Department of Gastroenterology and Hepatology, Academic Medical Center, University of Amsterdam, PO Box 22700, 1100 DE, Amsterdam, The Netherlands
| | | | - Jaap Stoker
- Department of Radiology, Academic Medical Center, University of Amsterdam, PO Box 22660, 1100 DD, Amsterdam, The Netherlands
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MRI texture analysis (MRTA) of T2-weighted images in Crohn's disease may provide information on histological and MRI disease activity in patients undergoing ileal resection. Eur Radiol 2016; 27:589-597. [PMID: 27048528 PMCID: PMC5209452 DOI: 10.1007/s00330-016-4324-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Revised: 02/29/2016] [Accepted: 03/08/2016] [Indexed: 11/05/2022]
Abstract
Objectives To associate MRI textural analysis (MRTA) with MRI and histological Crohn’s disease (CD) activity. Methods Sixteen patients (mean age 39.5 years, 9 male) undergoing MR enterography before ileal resection were retrospectively analysed. Thirty-six small (≤3 mm) ROIs were placed on T2-weighted images and location-matched histological acute inflammatory scores (AIS) measured. MRI activity (mural thickness, T2 signal, T1 enhancement) (CDA) was scored in large ROIs. MRTA features (mean, standard deviation, mean of positive pixels (MPP), entropy, kurtosis, skewness) were extracted using a filtration histogram technique. Spatial scale filtration (SSF) ranged from 2 to 5 mm. Regression (linear/logistic) tested associations between MRTA and AIS (small ROIs), and CDA/constituent parameters (large ROIs). Results Skewness (SSF = 2 mm) was associated with AIS [regression coefficient (rc) 4.27, p = 0.02]. Of 120 large ROI analyses (for each MRI, MRTA feature and SSF), 15 were significant. Entropy (SSF = 2, 3 mm) and kurtosis (SSF = 3 mm) were associated with CDA (rc 0.9, 1.0, −0.45, p = 0.006–0.01). Entropy and mean (SSF = 2–4 mm) were associated with T2 signal [odds ratio (OR) 2.32–3.16, p = 0.02–0.004], [OR 1.22–1.28, p = 0.03–0.04]. MPP (SSF = 2 mm) was associated with mural thickness (OR 0.91, p = 0.04). Kurtosis (SSF = 3 mm), standard deviation (SSF = 5 mm) were associated with decreased T1 enhancement (OR 0.59, 0.42, p = 0.004, 0.007). Conclusions MRTA features may be associated with CD activity. Key Points • MR texture analysis features may be associated with Crohn’s disease histological activity. • Texture analysis features may correlate with MR-dependent Crohn’s disease activity scores. • The utility of MR texture analysis in Crohn’s disease merits further investigation. Electronic supplementary material The online version of this article (doi:10.1007/s00330-016-4324-4) contains supplementary material, which is available to authorized users.
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CT and MR enterography in Crohn's disease: current and future applications. ACTA ACUST UNITED AC 2016; 40:965-74. [PMID: 25637127 DOI: 10.1007/s00261-015-0360-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Endoscopic Complete Remission of Crohn Disease After Anti-Tumor Necrosis Factor-α Therapy: CT Enterographic Findings and Their Clinical Implications. AJR Am J Roentgenol 2016; 206:1208-16. [PMID: 26998628 DOI: 10.2214/ajr.15.15256] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE The purpose of this study was to describe the CT enterographic (CTE) findings after endoscopic complete remission (CR) of Crohn disease in patients treated with anti-tumor necrosis factor-α (anti-TNF-α) and the clinical implications of these findings. MATERIALS AND METHODS The records of 27 patients with Crohn disease (14 men, 13 women; mean age, 28.4 ± 8.6 [SD] years) who achieved endoscopic (ileocolonoscopic) CR after anti-TNF-α therapy and underwent CTE both before therapy and at endoscopic CR were identified. Two readers independently assessed the frequencies and severities of mural and perienteric CTE abnormalities, generally regarded as active inflammatory findings, in the terminal ileum and colorectum in the endoscopic CR state and compared them with the corresponding findings before anti-TNF-α therapy. The association between the presence of CTE abnormalities in the face of endoscopic CR and patient outcome during subsequent follow-up was investigated. RESULTS CTE abnormalities were present in the face of endoscopic CR in 11-18 (26-42%) of 43 bowel sections (18 terminal ileum, 25 colorectum), the most frequent being mural hyperenhancement (21-40%) followed by mural thickening (12-16%). Both findings were mild and unaccompanied by other findings. The frequency and severity of mural and perienteric CTE abnormalities were statistically significantly reduced at endoscopic CR compared with the pre-treatment state. Patients with (n = 10) and without (n = 17) CTE abnormalities at endoscopic CR did not significantly differ with respect to Crohn disease aggravation during subsequent follow-up periods averaging 27.4 and 28.5 months (0/10 versus 2/17, p = 0.516). CONCLUSION More than one-fourth of bowel sections in endoscopic CR after anti-TNF-α therapy had residual CTE abnormalities, predominantly mild mural thickening or hyperenhancement. These findings may not have any clinical significance.
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Taylor SA. Editorial: can MRI enterography be an efficient tool for patient selection in clinical trials? Aliment Pharmacol Ther 2016; 43:643-4. [PMID: 26843335 DOI: 10.1111/apt.13490] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- S A Taylor
- Centre for Medical Imaging, University College London, London, UK.
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Teruel C, Garrido E, Mesonero F. Diagnosis and management of functional symptoms in inflammatory bowel disease in remission. World J Gastrointest Pharmacol Ther 2016; 7:78-90. [PMID: 26855814 PMCID: PMC4734957 DOI: 10.4292/wjgpt.v7.i1.78] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Revised: 09/03/2015] [Accepted: 10/27/2015] [Indexed: 02/06/2023] Open
Abstract
Inflammatory bowel disease (IBD) patients in remission may suffer from gastrointestinal symptoms that resemble irritable bowel syndrome (IBS). Knowledge on this issue has increased considerably in the last decade, and it is our intention to review and summarize it in the present work. We describe a problematic that comprises physiopathological uncertainties, diagnostic difficulties, as IBS-like symptoms are very similar to those produced by an inflammatory flare, and the necessity of appropriate management of these patients, who, although in remission, have impaired quality of life. Ultimately, from almost a philosophical point of view, the presence of IBS-like symptoms in IBD patients in remission supposes a challenge to the traditional functional-organic dichotomy, suggesting the need for a change of paradigm.
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Prezzi D, Bhatnagar G, Vega R, Makanyanga J, Halligan S, Taylor SA. Monitoring Crohn's disease during anti-TNF-α therapy: validation of the magnetic resonance enterography global score (MEGS) against a combined clinical reference standard. Eur Radiol 2015; 26:2107-17. [PMID: 26433956 DOI: 10.1007/s00330-015-4036-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 09/14/2015] [Accepted: 09/17/2015] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To assess the ability of magnetic resonance enterography global score (MEGS) to characterise Crohn's disease (CD) response to anti-TNF-α therapy. METHODS Thirty-six CD patients (median age 26 years, 20 males) commencing anti-TNF-α therapy with concomitant baseline MRI enterography (MRE) were identified retrospectively. Patients' clinical course was followed and correlated with subsequent MREs. Scan order was randomised and MEGS (a global activity score) was applied by two blinded radiologists. A physician's global assessment of the disease activity (remission, mild, moderate or severe) at the time of MRE was assigned. The cohort was divided into clinical responders and non-responders and MEGS compared according to activity status and treatment response. Interobserver agreement was assessed. RESULTS Median MEGS decreased significantly between baseline and first follow-up in responders (28 versus 6, P < 0.001) but was unchanged in non-responders (26 versus 18, P = 0.28). The median MEGS was significantly lower in clinical remission (9) than in moderate (14) or severe (29) activity (P < 0.001). MEGS correlated significantly with clinical activity (r = 0.53; P < 0.001). Interobserver Bland-Altman limits of agreement (BA LoA) were -19.7 to 18.5. CONCLUSIONS MEGS decreases significantly in clinical responders to anti-TNF-α therapy but not in non-responders, demonstrates good interobserver agreement and moderate correlation with clinical disease activity. KEY POINTS • MRI scores of Crohn's activity are used increasingly in clinical practice and therapeutic trials. • Such scores have been advocated as biomarkers of therapeutic response. • MEGS reflects clinical response to anti-TNF-α therapy and the clinical classification of disease activity. • MEGS demonstrates good interobserver agreement.
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Affiliation(s)
- Davide Prezzi
- Centre for Medical Imaging, University College London, 3rd floor east, 250 Euston Rd, London, NW1 2PG, UK.,Department of Cancer Imaging, King's College London, St Thomas' Hospital, 4th floor Lambeth Wing, London, SE1 7EH, UK
| | - Gauraang Bhatnagar
- Centre for Medical Imaging, University College London, 3rd floor east, 250 Euston Rd, London, NW1 2PG, UK
| | - Roser Vega
- Gastrointestinal Services, University College Hospital, Ground floor west, 250 Euston Road, London, NW1 2PG, UK
| | - Jesica Makanyanga
- Centre for Medical Imaging, University College London, 3rd floor east, 250 Euston Rd, London, NW1 2PG, UK
| | - Steve Halligan
- Centre for Medical Imaging, University College London, 3rd floor east, 250 Euston Rd, London, NW1 2PG, UK
| | - Stuart Andrew Taylor
- Centre for Medical Imaging, University College London, 3rd floor east, 250 Euston Rd, London, NW1 2PG, UK.
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Seo N, Park SH, Kim KJ, Kang BK, Lee Y, Yang SK, Ye BD, Park SH, Kim SY, Baek S, Han K, Ha HK. MR Enterography for the Evaluation of Small-Bowel Inflammation in Crohn Disease by Using Diffusion-weighted Imaging without Intravenous Contrast Material: A Prospective Noninferiority Study. Radiology 2015; 278:762-72. [PMID: 26348103 DOI: 10.1148/radiol.2015150809] [Citation(s) in RCA: 112] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE To determine whether magnetic resonance (MR) enterography performed with diffusion-weighted imaging (DWI) without intravenous contrast material is noninferior to contrast material-enhanced (CE) MR enterography for the evaluation of small-bowel inflammation in Crohn disease. MATERIALS AND METHODS Institutional review board approval and informed consent were obtained for this prospective noninferiority study. Fifty consecutive adults suspected of having Crohn disease underwent clinical assessment, MR enterography, and ileocolonoscopy within 1 week. MR enterography included conventional imaging and DWI (b = 900 sec/mm(2)). In 44 patients with Crohn disease, 171 small-bowel segments that were generally well distended and showed a wide range of findings, from normalcy to severe inflammation (34 men, 10 women; mean age ± standard deviation, 26.9 years ± 6.1), were selected for analysis. Image sets consisting of (a) T2-weighted sequences with DWI and (b) T2-weighted sequences with CE T1-weighted sequences were reviewed by using a crossover design with blinding and randomization. Statistical analyses included noninferiority testing regarding proportional agreement between DWI and CE MR enterography for the identification of bowel inflammation with a noninferiority margin of 80%, correlation between DWI and CE MR enterography scores of bowel inflammation severity, and comparison of accuracy between DWI and CE MR enterography for the diagnosis of terminal ileal inflammation by using endoscopic findings as the reference standard. RESULTS The agreement between DWI and CE MR enterography for the identification of bowel inflammation was 91.8% (157 of 171 segments; one-sided 95% confidence interval: ≥88.4%). The correlation coefficient between DWI and CE MR enterography scores was 0.937 (P < .001). DWI and CE MR enterography did not differ significantly regarding the sensitivity and specificity for the diagnosis of terminal ileal inflammation (P > .999). DWI and CE MR enterography concurred in the diagnosis of penetrating complications in five of eight segments. CONCLUSION DWI MR enterography was noninferior to CE MR enterography for the evaluation of inflammation in Crohn disease in generally well-distended small bowel, except for the diagnosis of penetration.
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Affiliation(s)
- Nieun Seo
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Seong Ho Park
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Kyung-Jo Kim
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Bo-Kyeong Kang
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Yedaun Lee
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Suk-Kyun Yang
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Byong Duk Ye
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Sang Hyoung Park
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - So Yeon Kim
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Seunghee Baek
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Kyunghwa Han
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
| | - Hyun Kwon Ha
- From the Department of Radiology and Research Institute of Radiology (N.S., Seong H. Park, S.Y.K., H.K.H.), Department of Gastroenterology (K.J.K., S.K.Y., B.D.Y., Sang H. Park), and Department of Clinical Epidemiology and Biostatistics (S.B.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, South Korea; Department of Radiology, Hanyang University Medical Center, Seoul, South Korea (B.K.K.); Department of Radiology, Inje University College of Medicine, Busan, South Korea (Y.L.); and Biostatistics Collaboration Unit, Gangnam Medical Research Center, Yonsei University College of Medicine, Seoul, South Korea (K.H.)
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85
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Naganuma M, Hisamatsu T, Kanai T, Ogata H. Magnetic resonance enterography of Crohn's disease. Expert Rev Gastroenterol Hepatol 2015; 9:37-45. [PMID: 25186521 DOI: 10.1586/17474124.2014.939631] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Magnetic resonance enterography (MRE) has been reported to be a useful modality for the evaluation of luminal inflammation and extraintestinal complications in Crohn's disease (CD). A recent study indicated that the diagnostic ability of MRE was comparable to the diagnostic ability of other devices, such as ileocolonoscopy. MRE can be performed repeatedly because there is no radiation exposure. Therefore, MRE is useful as a method of follow-up for younger patients with established CD. It is useful for evaluating the efficacy of medical treatments, such as biologics. MRE can detect small intestinal lesions even if the endoscope does not pass through the stenosis. The concerns of availability of expertise and the costs associated with MRE should be addressed so MRE can be widely used for CD patients in the near future.
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Affiliation(s)
- Makoto Naganuma
- Center for Diagnostic and Therapeutic Endoscopy, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
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86
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Li Z, Tielbeek JAW, Caan MWA, Puylaert CAJ, Ziech MLW, Nio CY, Stoker J, van Vliet LJ, Vos FM. Expiration-phase template-based motion correction of free-breathing abdominal dynamic contrast enhanced MRI. IEEE Trans Biomed Eng 2014; 62:1215-1225. [PMID: 25546851 DOI: 10.1109/tbme.2014.2385307] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This paper studies a novel method to compensate for respiratory and peristaltic motions in abdominal dynamic contrast enhanced magnetic resonance imaging. The method consists of two steps: 1) expiration-phase "template" construction and retrospective gating of the data to the template; and 2) nonrigid registration of the gated volumes. Landmarks annotated by three experts were used to directly assess the registration performance. A tri-exponential function fit to time intensity curves from regions of interest was used to indirectly assess the performance. One of the parameters of the tri-exponential fit was used to quantify the contrast enhancement. Our method achieved a mean target registration error (MTRE) of 2.12, 2.27, and 2.33 mm with respect to annotations by expert, which was close to the average interobserver variability (2.07 mm). A state-of-the-art registration method achieved an MTRE of 2.83-3.10 mm. The correlation coefficient of the contrast enhancement parameter to the Crohn's disease endoscopic index of Severity (r = 0.60, p = 0.004) was higher than the correlation coefficient for the relative contrast enhancement measurements values of two observers ( r(Observer 1) = 0.29, p = 0.2; r(Observer 2) = 0.45, p = 0.04). Direct and indirect assessments show that the expiration-based gating and a nonrigid registration approach effectively corrects for respiratory motion and peristalsis. The method facilitates improved enhancement measurement in the bowel wall in patients with Crohn's disease.
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Affiliation(s)
- Zhang Li
- Quantitative Imaging Group, Delft University of Technology, Delft, The Netherlands
| | | | | | | | | | - Chung Y Nio
- Department of Radiology, Academic Medical Center
| | - Jaap Stoker
- Department of Radiology, Academic Medical Center
| | | | - Frans M Vos
- Quantitative Imaging Group, Delft University of Technology
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87
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Jiang X, Asbach P, Hamm B, Xu K, Banzer J. MR imaging of distal ileal and colorectal chronic inflammatory bowel disease--diagnostic accuracy of 1.5 T and 3 T MRI compared to colonoscopy. Int J Colorectal Dis 2014; 29:1541-50. [PMID: 25339134 DOI: 10.1007/s00384-014-2037-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/12/2014] [Indexed: 02/06/2023]
Abstract
PURPOSE The aim of this study was to investigate the diagnostic accuracy of MR enterography (MRE) for detection of distal ileal and colorectal inflammatory bowel disease (IBD) and to evaluate whether 3 T MRI can provide a higher diagnostic performance compared to 1.5 T. METHODS A retrospective review of patients with known or suspected IBD who underwent MRE and colonoscopy within 3 months was performed. For analysis, the bowel was divided into six segments. Compared with colonoscopy, the accuracy values for MRI diagnosis of overall and each magnetic field strength were calculated, and the differences between 1.5 T and 3.0 T were compared. The image quality was scored separately for both field strengths and compared. RESULTS Eighty-eight patients were included in the study. On a patient basis, MRE had an overall sensitivity of 92.1 % and specificity of 72.0 %. On a segment basis, the sensitivity and specificity were 79.1 % and 93.6 %, respectively. Concerning severely inflamed segments, per-segment sensitivity increased from 79.1 to 94.7 %. The comparison of accuracy values between the two field strengths showed no statistically significant difference. B1 homogeneity and overall artifacts were not significantly different between 3.0 T and 1.5 T imaging. Compared to colonoscopy, MRI found four more fistulas confirmed at subsequent surgery. CONCLUSIONS MRI has a high diagnostic accuracy for detection of distal ileal and colorectal IBD. 3 T MRI can be considered equivalent but not superior compared to 1.5 T imaging in this context. In addition, our findings suggest MRE to be a valuable tool in detecting surgically relevant pathologies (fistulas) with higher accuracy than colonoscopy.
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Affiliation(s)
- Xuyuan Jiang
- Department of Radiology, The First Affiliated Hospital of China Medical University, No. 155 Nanjing North Street, Heping District, 110001, Shenyang, China
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88
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Diagnostic imaging in Crohn's disease: what is the new gold standard? Best Pract Res Clin Gastroenterol 2014; 28:421-36. [PMID: 24913382 DOI: 10.1016/j.bpg.2014.04.010] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 03/06/2014] [Accepted: 04/13/2014] [Indexed: 01/31/2023]
Abstract
Historically Barium and isotope studies been used for imaging of inflammatory bowel disease (IBD) but carry risk of radiation exposure. Use of Barium is declining resulting in fewer radiologists that have the necessary expertise. Isotopes studies lack anatomical definition but 18F - fludeoxyglucose (FDG) positron emission tomography (PET) shows promise in accurate assessment of disease compared to endoscopy. Computerised tomography (CT) is particularly useful in assessment of complications of Crohn's disease (CD) but radiation exposure is high. CT enterography (CTE) has improved visualisation of small bowel mucosal disease and allows assessment of disease activity. Ultrasound is increasingly used for preliminary assessment of patients with potential IBD. Although widely available and economically attractive, the expertise required is not widespread. Finally magnetic resonance imaging (MRI) is proving to be the most accurate tool for assessment of disease extent and distribution. MRI of the pelvis has superseded other techniques in assessment of peri-anal fistulation.
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D'Incà R, Caccaro R. Measuring disease activity in Crohn's disease: what is currently available to the clinician. Clin Exp Gastroenterol 2014; 7:151-61. [PMID: 24876789 PMCID: PMC4035027 DOI: 10.2147/ceg.s41413] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Crohn’s disease (CD) is a chronic inflammatory bowel disease characterized by a relapsing-remitting clinical behavior and dominated by intestinal inflammation. Being a chronic disorder that with time develops into a disabling disease, it is important to monitor the severity of inflammation to assess the efficacy of medication, rule out complications, and prevent progression. This is particularly true now that the goals of treatment are mucosal healing and deep remission. Endoscopy has always been the gold standard for assessing mucosal activity in CD, but its use is limited by its invasiveness and its inability to examine the small intestine, proximal to the terminal ileum. Enteroscopy and the less invasive small bowel capsule endoscopy enable the small bowel to be thoroughly explored and scores are emerging for classifying small bowel disease activity. Cross-sectional imaging techniques (ultrasound, magnetic resonance, computed tomography) are emerging as valid tools for monitoring CD patients, assessing inflammatory activity in the mucosa and the transmucosal extent of the disease, and for excluding extra-intestinal complications. Neither endoscopy nor imaging are suitable for assessing patients frequently, however. Noninvasive markers such as C-reactive protein, and fecal biomarkers such as calprotectin and lactoferrin, are therefore useful to confirm the inflammatory burden of the disease and to identify patients requiring further investigations.
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Affiliation(s)
- Renata D'Incà
- Department of Surgical, Oncological and Gastroenterological Sciences, Gastroenterology Section, University of Padua, Padua, Italy
| | - Roberta Caccaro
- Department of Surgical, Oncological and Gastroenterological Sciences, Gastroenterology Section, University of Padua, Padua, Italy
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90
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Training readers to improve their accuracy in grading Crohn's disease activity on MRI. Eur Radiol 2014; 24:1059-67. [PMID: 24563158 DOI: 10.1007/s00330-014-3111-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Revised: 12/30/2013] [Accepted: 01/29/2014] [Indexed: 01/12/2023]
Abstract
OBJECTIVES To prospectively evaluate if training with direct feedback improves grading accuracy of inexperienced readers for Crohn's disease activity on magnetic resonance imaging (MRI). METHODS Thirty-one inexperienced readers assessed 25 cases as a baseline set. Subsequently, all readers received training and assessed 100 cases with direct feedback per case, randomly assigned to four sets of 25 cases. The cases in set 4 were identical to the baseline set. Grading accuracy, understaging, overstaging, mean reading times and confidence scores (scale 0-10) were compared between baseline and set 4, and between the four consecutive sets with feedback. Proportions of grading accuracy, understaging and overstaging per set were compared using logistic regression analyses. Mean reading times and confidence scores were compared by t-tests. RESULTS Grading accuracy increased from 66 % (95 % CI, 56-74 %) at baseline to 75 % (95 % CI, 66-81 %) in set 4 (P = 0.003). Understaging decreased from 15 % (95 % CI, 9-23 %) to 7 % (95 % CI, 3-14 %) (P < 0.001). Overstaging did not change significantly (20 % vs 19 %). Mean reading time decreased from 6 min 37 s to 4 min 35 s (P < 0.001). Mean confidence increased from 6.90 to 7.65 (P < 0.001). During training, overall grading accuracy, understaging, mean reading times and confidence scores improved gradually. CONCLUSIONS Inexperienced readers need training with at least 100 cases to achieve the literature reported grading accuracy of 75 %. KEY POINTS • Most radiologists have limited experience of grading Crohn's disease activity on MRI. • Inexperienced readers need training in the MRI assessment of Crohn's disease. • Grading accuracy, understaging, reading time and confidence scores improved during training. • Radiologists and residents show similar accuracy in grading Crohn's disease. • After 100 cases, grading accuracy can be reached as reported in the literature.
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Tielbeek JAW, Ziech MLW, Li Z, Lavini C, Bipat S, Bemelman WA, Roelofs JJTH, Ponsioen CY, Vos FM, Stoker J. Evaluation of conventional, dynamic contrast enhanced and diffusion weighted MRI for quantitative Crohn's disease assessment with histopathology of surgical specimens. Eur Radiol 2013; 24:619-29. [PMID: 24037299 DOI: 10.1007/s00330-013-3015-7] [Citation(s) in RCA: 158] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2013] [Accepted: 08/25/2013] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To prospectively compare conventional MRI sequences, dynamic contrast enhanced (DCE) MRI and diffusion weighted imaging (DWI) with histopathology of surgical specimens in Crohn's disease. METHODS 3-T MR enterography was performed in consecutive Crohn's disease patients scheduled for surgery within 4 weeks. One to four sections of interest per patient were chosen for analysis. Evaluated parameters included mural thickness, T1 ratio, T2 ratio; on DCE-MRI maximum enhancement (ME), initial slope of increase (ISI), time-to-peak (TTP); and on DWI apparent diffusion coefficient (ADC). These were compared with location-matched histopathological grading of inflammation (AIS) and fibrosis (FS) using Spearman correlation, Kruskal-Wallis and Chi-squared tests. RESULTS Twenty patients (mean age 38 years, 12 female) were included and 50 sections (35 terminal ileum, 11 ascending colon, 2 transverse colon, 2 descending colon) were matched to AIS and FS. Mural thickness, T1 ratio, T2 ratio, ME and ISI correlated significantly with AIS, with moderate correlation (r = 0.634, 0.392, 0.485, 0.509, 0.525, respectively; all P < 0.05). Mural thickness, T1 ratio, T2 ratio, ME, ISI and ADC correlated significantly with FS (all P < 0.05). CONCLUSIONS Quantitative parameters from conventional, DCE-MRI and DWI sequences correlate with histopathological scores of surgical specimens. DCE-MRI and DWI parameters provide additional information. KEY POINTS • Conventional MR enterography can be used to assess Crohn's disease activity. • Several MRI parameters correlate with inflammation and fibrosis scores from histopathology. • Dynamic contrast enhanced imaging and diffusion weighted imaging give additional information. • Quantitative MRI parameters can be used as biomarkers to evaluate Crohn's disease activity.
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Affiliation(s)
- Jeroen A W Tielbeek
- Academic Medical Center, Department of Radiology, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands,
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