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Gui X, Bazarova A, Del Amor R, Vieth M, de Hertogh G, Villanacci V, Zardo D, Parigi TL, Røyset ES, Shivaji UN, Monica MAT, Mandelli G, Bhandari P, Danese S, Ferraz JG, Hayee B, Lazarev M, Parra-Blanco A, Pastorelli L, Panaccione R, Rath T, Tontini GE, Kiesslich R, Bisschops R, Grisan E, Naranjo V, Ghosh S, Iacucci M. PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence system. Gut 2022; 71:889-898. [PMID: 35173041 PMCID: PMC8995819 DOI: 10.1136/gutjnl-2021-326376] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/20/2022] [Indexed: 12/17/2022]
Abstract
UNLABELLED Histological remission is evolving as an important treatment target in UC. We aimed to develop a simple histological index, aligned to endoscopy, correlated with clinical outcomes, and suited to apply to an artificial intelligence (AI) system to evaluate inflammatory activity. METHODS Using a set of 614 biopsies from 307 patients with UC enrolled into a prospective multicentre study, we developed the Paddington International virtual ChromoendoScopy ScOre (PICaSSO) Histologic Remission Index (PHRI). Agreement with multiple other histological indices and validation for inter-reader reproducibility were assessed. Finally, to implement PHRI into a computer-aided diagnosis system, we trained and tested a novel deep learning strategy based on a CNN architecture to detect neutrophils, calculate PHRI and identify active from quiescent UC using a subset of 138 biopsies. RESULTS PHRI is strongly correlated with endoscopic scores (Mayo Endoscopic Score and UC Endoscopic Index of Severity and PICaSSO) and with clinical outcomes (hospitalisation, colectomy and initiation or changes in medical therapy due to UC flare-up). A PHRI score of 1 could accurately stratify patients' risk of adverse outcomes (hospitalisation, colectomy and treatment optimisation due to flare-up) within 12 months. Our inter-reader agreement was high (intraclass correlation 0.84). Our preliminary AI algorithm differentiated active from quiescent UC with 78% sensitivity, 91.7% specificity and 86% accuracy. CONCLUSIONS PHRI is a simple histological index in UC, and it exhibits the highest correlation with endoscopic activity and clinical outcomes. A PHRI-based AI system was accurate in predicting histological remission.
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Affiliation(s)
- Xianyong Gui
- Pathology, University of Washington School of Medicine, Seattle, WA, USA
| | - Alina Bazarova
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
- Institute for Biological Physics, University of Cologne, Koln, Germany
| | - Rocìo Del Amor
- Instituto de Investigación e Innovación en Bioingeniería, I3B, Universitat Politecnica de Valencia, Valencia, Spain
| | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth GmbH, Bayreuth, Germany
- Institute of Pathology, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Germany
| | - Gert de Hertogh
- Department of Pathology, KU Leuven University Hospitals Leuven, Leuven, Belgium
| | | | - Davide Zardo
- Department of Cellular Pathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Tommaso Lorenzo Parigi
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Elin Synnøve Røyset
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Science, Norwegian University of Science and Technology, Trondheim, Norway
| | - Uday N Shivaji
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
- Gastroenterology, National Institute of Health Research Birmingham Biomedical Research Unit, Birmingham, UK
| | | | - Giulio Mandelli
- Department of Pathology, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Pradeep Bhandari
- Department of Gastroenterology, Queen Alexandra Hospital, Portsmouth, UK
| | - Silvio Danese
- Department of Gastroenterology and Endoscopy, Università Vita Salute San Raffaele, Milano, Italy
- Department of Gastroenterology and Endoscopy, San Raffaele Hospital, Milano, Italy
| | - Jose G Ferraz
- Division of Gastroenterology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Bu'Hussain Hayee
- King's Health Partners Institute for Therapeutic Endoscopy, King's College Hospital NHS Foundation Trust, London, UK
| | - Mark Lazarev
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Adolfo Parra-Blanco
- Department of Gastroenterology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Luca Pastorelli
- Gastroenterology Unit, IRCCS Policlinico San Donato, San Donato Milanese, Italy
- Department of Health Sciences, University of Milan, Milan, Italy
| | - Remo Panaccione
- Division of Gastroenterology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Timo Rath
- Department of Gastoenterology, University of Erlangen Nuremberg-Nuremberg Campus, Nurnberg, Germany
| | - Gian Eugenio Tontini
- Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Ralf Kiesslich
- Department of Gastroenterology, Helios HSK, Wiesbaden, Germany
| | - Raf Bisschops
- Department of Gastroenterology, KU Leuven University Hospitals Leuven, Leuven, Belgium
| | - Enrico Grisan
- School of Engineering, London South Bank University, London, UK
- Department of Information Engineering, Università degli Studi di Padova, Padova, Italy
| | - Valery Naranjo
- Instituto de Investigación e Innovación en Bioingeniería, I3B, Universitat Politecnica de Valencia, Valencia, Spain
| | - Subrata Ghosh
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
- APC Microbiome, Ireland, University College Cork, Cork, Ireland
| | - Marietta Iacucci
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
- Gastroenterology, National Institute of Health Research Birmingham Biomedical Research Unit, Birmingham, UK
- Department of Gastroenterology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
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Sands BE, Sandborn WJ, Panaccione R, O'Brien CD, Zhang H, Johanns J, Adedokun OJ, Li K, Peyrin-Biroulet L, Van Assche G, Danese S, Targan S, Abreu MT, Hisamatsu T, Szapary P, Marano C. Ustekinumab as Induction and Maintenance Therapy for Ulcerative Colitis. N Engl J Med 2019; 381:1201-1214. [PMID: 31553833 DOI: 10.1056/nejmoa1900750] [Citation(s) in RCA: 795] [Impact Index Per Article: 132.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND The efficacy of ustekinumab, an antagonist of the p40 subunit of interleukin-12 and interleukin-23, as induction and maintenance therapy in patients with ulcerative colitis is unknown. METHODS We evaluated ustekinumab as 8-week induction therapy and 44-week maintenance therapy in patients with moderate-to-severe ulcerative colitis. A total of 961 patients were randomly assigned to receive an intravenous induction dose of ustekinumab (either 130 mg [320 patients] or a weight-range-based dose that approximated 6 mg per kilogram of body weight [322]) or placebo (319). Patients who had a response to induction therapy 8 weeks after administration of intravenous ustekinumab were randomly assigned again to receive subcutaneous maintenance injections of 90 mg of ustekinumab (either every 12 weeks [172 patients] or every 8 weeks [176]) or placebo (175). The primary end point in the induction trial (week 8) and the maintenance trial (week 44) was clinical remission (defined as a total score of ≤2 on the Mayo scale [range, 0 to 12, with higher scores indicating more severe disease] and no subscore >1 [range, 0 to 3] on any of the four Mayo scale components). RESULTS The percentage of patients who had clinical remission at week 8 among patients who received intravenous ustekinumab at a dose of 130 mg (15.6%) or 6 mg per kilogram (15.5%) was significantly higher than that among patients who received placebo (5.3%) (P<0.001 for both comparisons). Among patients who had a response to induction therapy with ustekinumab and underwent a second randomization, the percentage of patients who had clinical remission at week 44 was significantly higher among patients assigned to 90 mg of subcutaneous ustekinumab every 12 weeks (38.4%) or every 8 weeks (43.8%) than among those assigned to placebo (24.0%) (P = 0.002 and P<0.001, respectively). The incidence of serious adverse events with ustekinumab was similar to that with placebo. Through 52 weeks of exposure, there were two deaths (one each from acute respiratory distress syndrome and hemorrhage from esophageal varices) and seven cases of cancer (one each of prostate, colon, renal papillary, and rectal cancer and three nonmelanoma skin cancers) among 825 patients who received ustekinumab and no deaths and one case of cancer (testicular cancer) among 319 patients who received placebo. CONCLUSIONS Ustekinumab was more effective than placebo for inducing and maintaining remission in patients with moderate-to-severe ulcerative colitis. (Funded by Janssen Research and Development; UNIFI ClinicalTrials.gov number, NCT02407236.).
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Affiliation(s)
- Bruce E Sands
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - William J Sandborn
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Remo Panaccione
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Christopher D O'Brien
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Hongyan Zhang
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Jewel Johanns
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Omoniyi J Adedokun
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Katherine Li
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Laurent Peyrin-Biroulet
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Gert Van Assche
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Silvio Danese
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Stephan Targan
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Maria T Abreu
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Tadakazu Hisamatsu
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Philippe Szapary
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
| | - Colleen Marano
- From the Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York (B.E.S.); the Division of Gastroenterology, University of California, San Diego, La Jolla (W.J.S.), and the F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles (S.T.) - both in California; the Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada (R.P.); Janssen Research and Development, Spring House, PA (C.D.O., H.Z., J.J., O.J.A., K.L., P.S., C.M.); the Gastroenterology Department and INSERM 1256, Nutrition, Genetics, and Environmental Risk Exposure, Nancy University Hospital, Université de Lorraine, Nancy, France (L.P.-B.); the Division of Gastroenterology and Hepatology, University Hospitals Leuven and Translational Research Center for Gastrointestinal Disorders, University of Leuven, Leuven, Belgium (G.V.A.); the IBD Center, Department of Gastroenterology, Humanitas Research Hospital and Humanitas University, Milan (S.D.); the Division of Gastroenterology, Department of Medicine, University of Miami Miller School of Medicine, Miami (M.T.A.); and the Division of Gastroenterology, Third Department of Internal Medicine, Kyorin University School of Medicine, Tokyo (T.H.)
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