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Peng X, Zhong R, Dong S, Qiu Y, Shu G, Huang S, Liu T, Yang Y, Zhang B. 18β-Glycyrrhetinic acid from Glycyrrhiza Uralensis protects colonic epithelium in ulcerative colitis by activating Wnt/β-catenin pathway to restore tight junction. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2025; 143:156830. [PMID: 40450977 DOI: 10.1016/j.phymed.2025.156830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 03/26/2025] [Accepted: 05/03/2025] [Indexed: 06/16/2025]
Abstract
BACKGROUND Ulcerative colitis (UC) is a chronic inflammatory bowel disease characterized by persistent inflammation of the colon. Glycyrrhiza uralensis extract (ULE), a traditional medicinal plant extract, is globally recognized for its anti-inflammatory and gastrointestinal therapeutic effects. However, the precise mechanisms underlying the therapeutic benefits of ULE in UC management remain poorly understood. PURPOSE This study aimed to elucidate the pharmacological effects of ULE and its primary active constituent, 18β-glycyrrhetinic acid (18β-GA), on the colonic epithelium in UC rat models. STUDY DESIGN AND METHODS We employed a 2,4,6-trinitrobenzene sulfonic acid (TNBS)-induced UC rat model and a TNBS-LPS-induced UC Caco-2 cell model to explore the protective mechanisms of ULE and 18β-GA. The methodologies included UPLC-Q/TOF-MS chemical analysis in chemico, network pharmacological screening in silico, histopathological and flow cytometry evaluations in vivo, and molecular biological validation in vitro. RESULTS ULE significantly alleviated UC symptoms in rats, including weight loss, diarrhea, and rectal bleeding, particularly at a dosage of 100 mg/kg. Network pharmacology and transcriptomic analyses identified the Wnt pathway as a pivotal hub linking inflammation, epithelial proliferation, and tight junction integrity. ULE treatment reduced apoptosis (from 13.24% to 8.34%), CD3+ T cells (from 13% to 6.04%), and CD45RA+ B cells (from 7.23% to 1.67%) in colonic tissues. Furthermore, ULE restored tight junction protein expression, notably increasing Occludin (2.5×) and ZO-1 (5.3×). Similarly, 18β-GA activated the Wnt/β-catenin signaling pathway and elevated tight junction protein expression, thereby protecting against UC-like damage in the Caco-2 cell model. These protective effects were potentiated by the Wnt pathway agonist SKL2001 and diminished by the antagonist IWR-1. CONCLUSION ULE and its active constituent, 18β-GA, exhibit protective effects against TNBS-induced colonic epithelial injury and tight junction protein disruption by upregulating the Wnt/β-catenin signaling pathway, making them promising therapeutic candidates for UC management.
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Affiliation(s)
- Xi Peng
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Rao Zhong
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Shi Dong
- Key Laboratory of Xinjiang Phytomedicine Resources and Utilization, Ministry of Education, School of Life Sciences, Shihezi University, Shihezi, 832003, PR China
| | - Yi Qiu
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Gang Shu
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, 611130, PR China
| | - Shiyuan Huang
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Tao Liu
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Yang Yang
- Department of Gastroenterology Sir Run Run Hospital, Nanjing Medical University, Nanjing, 211100, PR China..
| | - Bo Zhang
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China..
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Di Vincenzo F, Quintero MA, Serigado JM, Koru-Sengul T, Killian RM, Poveda J, England J, Damas O, Kerman D, Deshpande A, Abreu MT. Histologic and Endoscopic Findings Are Highly Correlated in a Prospective Cohort of Patients With Inflammatory Bowel Diseases. J Crohns Colitis 2025; 19:jjae141. [PMID: 39739605 PMCID: PMC12187366 DOI: 10.1093/ecco-jcc/jjae141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 07/23/2024] [Accepted: 12/06/2024] [Indexed: 01/02/2025]
Abstract
BACKGROUND AND AIMS The advantages of endoscopic vs histologic assessments of inflammation in inflammatory bowel disease remain unclear. We compared endoscopic and histologic inflammation in a prospective cohort. Furthermore, in patients with discordant findings, we compared the ability of endoscopy vs histology to predict disease course. METHODS Ulcerative colitis (UC) or Crohn's disease (CD) patients underwent routine colonoscopies with intestinal biopsies, which included ratings of inflammation severity. Tetrachoric correlation analysis between the endoscopic and histologic inflammation ratings was performed. In postsurgical CD patients, major adverse outcomes (MAOs) were recorded. RESULTS The analysis included 749 patients (60.2% CD patients), with 2807 biopsied segments. We found high concordance between endoscopist and pathologist inflammation ratings (0.84, 95% confidence interval, 0.81-0.87, p < 0.0001). Only 12.5% of biopsied segments exhibited microscopic inflammation without endoscopic inflammation. Neo-terminal ileum (neo-TI) biopsies exhibited the highest discordance; UC colonic biopsies had the highest concordance. Postsurgical CD patients who completed the 48-month follow-up (n = 138) were included in the survival analysis. The probability of MAO-free survival was significantly higher in patients with a Rutgeerts score of i0 at baseline than in those with higher scores. Microscopic inflammation in the neo-TI did not predict a higher risk of MAOs (p = 1.00). CONCLUSIONS In a real-world setting, endoscopic inflammation predicted histologic inflammation with high accuracy. In patients with a Rutgeerts score of i0, microscopic inflammation in neo-TI biopsies did not predict more aggressive disease behavior over the next 4 years. These results have implications for the design of clinical trials, suggesting the use of endoscopic healing as an endpoint.
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Affiliation(s)
- Federica Di Vincenzo
- Division of Gastroenterology, Department of Medicine, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli”, IRCCS, Rome, Italy
| | - Maria A Quintero
- Division of Gastroenterology, Department of Medicine, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - Joao M Serigado
- Department of Gastroenterology, Hepatology, and Nutrition, Martin North Hospital, Cleveland Clinic, Stuart, FL, USA
| | - Tulay Koru-Sengul
- Department of Public Health Sciences, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - Rose Marie Killian
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA
| | - Julio Poveda
- Department of Pathology, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - Jonathan England
- Department of Pathology, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - Oriana Damas
- Division of Gastroenterology, Department of Medicine, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - David Kerman
- Division of Gastroenterology, Department of Medicine, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - Amar Deshpande
- Division of Gastroenterology, Department of Medicine, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
| | - Maria T Abreu
- Division of Gastroenterology, Department of Medicine, University of Miami – Leonard Miller School of Medicine, Miami, FL, USA
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Villanacci V, Del Sordo R, Mino S, Locci G, Bassotti G. Histological healing in IBD: Ready for prime time? Dig Liver Dis 2025; 57:504-510. [PMID: 39828441 DOI: 10.1016/j.dld.2025.01.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 12/12/2024] [Accepted: 01/06/2025] [Indexed: 01/22/2025]
Abstract
The main target of treatment in ulcerative colitis and Crohn's disease is to achieve a complete so-called mucosal healing. Various definitions of mucosal healing are available in literature, and the most recent ones include a combination of endoscopic and histological remission. However, the assessment of a complete histological remission is not always univocal. Absence of neutrophil infiltration in the lamina propria, together with neutrophil-mediated mucosal injuries in crypt and surface epithelium, is considered an important element to define histological remission. Although several histological scoring systems have been proposed to differentiate active vs quiescent disease and to evaluate the therapeutic efficacy, most of them are subjective and complex to employ in the daily diagnostic routine. For this reason, to simplify histologic scoring attempts have been made by introducing simplified scores, based on the evaluation of neutrophils and their mucosal localization. Artificial intelligence models are also being developed to standardize histological assessment of mucosal healing, and new biomarkers, such as claudin- 2, are emerging to simplify this latter aspect.
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Affiliation(s)
- Vincenzo Villanacci
- Institute of Pathology, ASST Spedali Civili and University of Brescia, Brescia, Italy
| | - Rachele Del Sordo
- Department of Medicine and Surgery, Section of Anatomic Pathology and Histology, Medical School, University of Perugia, Perugia, Italy.
| | - Sara Mino
- Institute of Pathology, ASST Spedali Civili and University of Brescia, Brescia, Italy
| | - Giorgia Locci
- Unit of Anatomic Pathology, ARNAS G. Brotzu, Cagliari, Italy
| | - Gabrio Bassotti
- Gastroenterology and Hepatology Section, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
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Angyal D, Balogh F, Bessissow T, Wetwittayakhlang P, Ilias A, Gonczi L, Lakatos PL. The Role of Histology Alongside Clinical and Endoscopic Evaluation in the Management of IBD-A Narrative Review. J Clin Med 2025; 14:2485. [PMID: 40217934 PMCID: PMC11989425 DOI: 10.3390/jcm14072485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2025] [Revised: 04/01/2025] [Accepted: 04/03/2025] [Indexed: 04/14/2025] Open
Abstract
Inflammatory bowel diseases (IBD), including Crohn's disease (CD) and ulcerative colitis (UC), are chronic inflammatory conditions requiring continuous monitoring. Today, endoscopy is the gold standard for assessing disease activity, with histological evaluation providing additional insights. Studies suggest that persistent histological inflammation, despite endoscopic remission, may be associated with a higher risk of relapse in UC, suggesting its role in treatment decisions. In CD, histological assessment is limited by its patchy nature, transmural inflammation and lack of validated scoring systems. Few retrospective studies with conflicting results have examined the prognostic value of histological remission in CD, and its role in predicting long-term outcomes remains unclear. This narrative review aims to summarize and discuss the available evidence regarding the additional value of histological assessment in IBD management. In UC, the ongoing VERDICT study is expected to provide evidence on the impact of incorporating histological remission as a treatment target compared to a strategy based on clinical and endoscopic activity. Recently published interim results indicate that targeting histological remission does not lead to better clinical/biochemical disease activity. Thus, while patients achieving histological healing are associated with better outcomes, the question arises whether achieving histological remission is an intrinsic (biological) characteristic of the patient and indicator of an easier to treat patient group or a result of more effective therapy.
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Affiliation(s)
- Dorottya Angyal
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.A.)
| | - Fruzsina Balogh
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.A.)
- Division of Gastroenterology, Central Hospital of Northern Pest, Military Hospital, 1062 Budapest, Hungary
| | - Talat Bessissow
- Division of Gastroenterology, McGill University, Montreal, QC H3A 0G4, Canada
| | - Panu Wetwittayakhlang
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Thailand;
| | - Akos Ilias
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.A.)
| | - Lorant Gonczi
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.A.)
| | - Peter L. Lakatos
- Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.A.)
- Division of Gastroenterology, McGill University, Montreal, QC H3A 0G4, Canada
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Jairath V, Narula N, Ungaro RC, Romo Bautista I, Adsul S. Novel outcomes in inflammatory bowel disease. J Crohns Colitis 2025; 19:jjaf040. [PMID: 40078047 PMCID: PMC12032607 DOI: 10.1093/ecco-jcc/jjaf040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Indexed: 03/14/2025]
Abstract
Inflammatory bowel diseases (IBD), Crohn's disease (CD), and ulcerative colitis (UC) are lifelong chronic, relapsing, and remitting conditions that culminate in disease progression in many patients. Effective management of CD and UC requires consideration of both short- and long-term treatment outcomes. Historically, short-term outcomes such as clinical and endoscopic remission and symptom relief have been evaluated in clinical trials. With the expansion of treatments targeting underlying disease pathophysiology, there is the opportunity to develop management strategies that improve disease control and patients' lives in both the short and the long term. Researchers have been examining novel outcomes for assessing the efficacy of CD and UC treatments that are important to patients, and also those that go beyond symptomatic improvements or clinical remission. These include new patient-reported outcomes for symptoms, as well as transmural/histological healing and disease clearance that can be more reflective of deeper remission states and disease modification. This review analyses published clinical studies involving patients with UC and CD treated with biologics or small molecule therapies. It highlights novel IBD endpoints employed in published clinical trials and discusses their likely value for assessing disease activity and disease modification, and as predictors of reduced risk of complications and morbidities.
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Affiliation(s)
- Vipul Jairath
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada
- Alimentiv Inc., London, ON, Canada
| | - Neeraj Narula
- Division of Gastroenterology, Department of Medicine and Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Ryan C Ungaro
- The Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | | | - Shashi Adsul
- Takeda Pharmaceuticals, Inc., Cambridge, MA, United States (at the time of the analyses)
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Bassotti G, Del Sordo R, Lanzarotto F, Mino S, Ricci C, Villanacci V. Claudin-2 simplifies histological assessment of activity/remission of ulcerative colitis in real-life daily practice. Eur J Gastroenterol Hepatol 2025; 37:409-413. [PMID: 39975995 DOI: 10.1097/meg.0000000000002938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
OBJECTIVES Mucosal healing, and in particular histological mucosal healing, represents the new frontier as a treatment goal for inflammatory bowel diseases. However, the assessment of mucosal healing is presently somewhat limited by the numerous pathological scores available, and the lack of a global consensus on how to best assess it. For this reason, the availability of a simple and rapid test to evaluate the inflammatory state of the mucosa after treatment would be useful, especially for the daily routine. METHODS To exploit the above purpose, we evaluated the possible usefulness of antibodies against claudin-2, a protein of intestinal epithelium tight junctions, as a possible test to assess the presence of activity in ulcerative colitis following treatment. Biopsies from 28 patients with distal localization of the disease and clinical and endoscopic remission were tested for claudin-2 reactivity. RESULTS Claudin-2 reactivity was always negative in noninvolved segments and displayed a variable staining intensity in concordance with the histological activity. There was a highly significant ( P < 0.0001) correlation between histological score and claudin-2 expression in the colonic segments involved (descending, sigmoid colon, and rectum). CONCLUSIONS Our results suggest that the use of claudin-2 in the routine daily practice could simplify and corroborate the results of current histological evaluations, especially in clinical practice and posttreatment follow-up.
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Affiliation(s)
| | - Rachele Del Sordo
- Anatomic Pathology and Histology Section, Department of Medicine and Surgery, University of Perugia, Perugia
| | - Francesco Lanzarotto
- Gastroenterology Unit, Department of Clinical and Experimental Sciences, University of Brescia
| | - Sara Mino
- Department of Pathology, Institute of Pathology, ASST Spedali Civili and University of Brescia, Brescia, Italy
| | - Chiara Ricci
- Gastroenterology Unit, Department of Clinical and Experimental Sciences, University of Brescia
| | - Vincenzo Villanacci
- Department of Pathology, Institute of Pathology, ASST Spedali Civili and University of Brescia, Brescia, Italy
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Santacroce G, Zammarchi I, Nardone OM, Capobianco I, Puga-Tejada M, Majumder S, Ghosh S, Iacucci M. Rediscovering histology - the application of artificial intelligence in inflammatory bowel disease histologic assessment. Therap Adv Gastroenterol 2025; 18:17562848251325525. [PMID: 40098604 PMCID: PMC11912177 DOI: 10.1177/17562848251325525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 02/10/2025] [Indexed: 03/19/2025] Open
Abstract
Integrating artificial intelligence (AI) into histologic disease assessment is transforming the management of inflammatory bowel disease (IBD). AI-aided histology enables precise, objective evaluations of disease activity by analysing whole-slide images, facilitating accurate predictions of histologic remission (HR) in ulcerative colitis and Crohn's disease. Additionally, AI shows promise in predicting adverse outcomes and therapeutic responses, making it a promising tool for clinical practice and clinical trials. By leveraging advanced algorithms, AI enhances diagnostic accuracy, reduces assessment variability and streamlines histological workflows in clinical settings. In clinical trials, AI aids in assessing histological endpoints, enabling real-time analysis, standardising evaluations and supporting adaptive trial designs. Recent advancements are further refining AI-aided digital pathology in IBD. New developments in multimodal AI models integrating clinical, endoscopic, histologic and molecular data pave the way for a comprehensive approach to precision medicine in IBD. Automated assessment of intestinal barrier healing - a deeper level of healing beyond endoscopic and HR - shows promise for improved outcome prediction and patient management. Preliminary evidence also suggests that AI applied to colitis-associated neoplasia can aid in the detection, characterisation and molecular profiling of lesions, holding potential for enhanced dysplasia management and organ-sparing approaches. Although challenges remain in standardisation, validation through randomised controlled trials and ethical considerations. AI is poised to revolutionise IBD management by advancing towards a more personalised and efficient care model, while the path to full clinical implementation may be lengthy. However, the transformative impact of AI on IBD care is already shining through.
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Affiliation(s)
- Giovanni Santacroce
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Irene Zammarchi
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Olga Maria Nardone
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Ivan Capobianco
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Miguel Puga-Tejada
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Snehali Majumder
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Subrata Ghosh
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Marietta Iacucci
- APC Microbiome Ireland, College of Medicine and Health, University College Cork
- Cork, Ireland – Biosciences Institute, College Rd, University College Cork, T12 YT20, Cork, Ireland
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Sedano R, Solitano V, Vuyyuru SK, Yuan Y, Hanžel J, Ma C, Nardone OM, Jairath V. Artificial intelligence to revolutionize IBD clinical trials: a comprehensive review. Therap Adv Gastroenterol 2025; 18:17562848251321915. [PMID: 39996136 PMCID: PMC11848901 DOI: 10.1177/17562848251321915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 02/04/2025] [Indexed: 02/26/2025] Open
Abstract
Integrating artificial intelligence (AI) into clinical trials for inflammatory bowel disease (IBD) has potential to be transformative to the field. This article explores how AI-driven technologies, including machine learning (ML), natural language processing, and predictive analytics, have the potential to enhance important aspects of IBD trials-from patient recruitment and trial design to data analysis and personalized treatment strategies. As AI advances, it has potential to improve long-standing challenges in trial efficiency, accuracy, and personalization with the goal of accelerating the discovery of novel therapies and improve outcomes for people living with IBD. AI can streamline multiple trial phases, from target identification and patient recruitment to data analysis and monitoring. By integrating multi-omics data, electronic health records, and imaging repositories, AI can uncover molecular targets and personalize trial strategies, ultimately expediting drug development. However, the adoption of AI in IBD clinical trials encounters significant challenges. These include technical barriers in data integration, ethical concerns regarding patient privacy, and regulatory issues related to AI validation standards. Additionally, AI models risk producing biased outcomes if training datasets lack diversity, potentially impacting underrepresented populations in clinical trials. Addressing these limitations requires standardized data formats, interdisciplinary collaboration, and robust ethical frameworks to ensure inclusivity and accuracy. Continued partnerships among clinicians, researchers, data scientists, and regulators will be essential to establish transparent, patient-centered AI frameworks. By overcoming these obstacles, AI has the potential to enhance the efficiency, equity, and efficacy of IBD clinical trials, ultimately benefiting patient care.
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Affiliation(s)
- Rocio Sedano
- Division of Gastroenterology, Department of Medicine, Western University, London, ON, Canada
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
| | - Virginia Solitano
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- Division of Gastroenterology and Gastrointestinal Endoscopy, IRCCS Ospedale San Raffaele, Università Vita-Salute San Raffaele, Milan, Lombardy, Italy
| | - Sudheer K. Vuyyuru
- Division of Gastroenterology, Department of Medicine, Western University, London, ON, Canada
| | - Yuhong Yuan
- Division of Gastroenterology, Department of Medicine, Western University, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
| | - Jurij Hanžel
- Department of Gastroenterology, University Medical Centre Ljubljana, University of Ljubljana, Ljubljana, Slovenia
| | - Christopher Ma
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary, Calgary, AB, Canada
| | - Olga Maria Nardone
- Gastroenterology, Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Vipul Jairath
- Division of Gastroenterology, Department of Medicine, Western University, London, ON, Canada
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
- Lawson Health Research Institute, Room A10-219, University Hospital, 339 Windermere Rd, London, ON N6A 5A5, Canada
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Solitano V, Panaccione R, Sands BE, Wang Z, Hogan M, Zou G, Peyrin-Biroulet L, Danese S, Cornfield LJ, Feagan BG, Singh S, Jairath V, Ma C. Responsiveness of different disease activity indices in moderate-to-severe ulcerative colitis. MED 2025; 6:100512. [PMID: 39368474 DOI: 10.1016/j.medj.2024.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 07/24/2024] [Accepted: 09/05/2024] [Indexed: 10/07/2024]
Abstract
BACKGROUND Clinical, endoscopic, histological, and composite instruments are currently used to measure disease activity in patients with ulcerative colitis (UC). We compared the responsiveness of the Mayo Clinic score (MCS), modified MCS (mMS; excluding physician global assessment), partial MCS (pMS; MCS without endoscopic subscore), Robart's Histopathology Index (RHI), and UC-100 score to change after ustekinumab treatment in patients with moderately to severely active UC. METHODS Post hoc analysis of the phase 3 UNIFI induction trial (ClinicalTrials.gov: NCT02407236) was conducted. Participants with moderately to severely active UC were randomized to receive ustekinumab or placebo. Treatment assignment was the criterion to assess responsiveness, which was quantified using the probability of a treated participant having a larger change in score than a placebo participant, termed the win probability (WinP), and estimated using nonparametric methods. FINDINGS The UC-100 score demonstrated large responsiveness (WinP 0.72 [95% confidence interval: 0.66-0.78]), and the MCS (0.68 [0.62-0.73]), mMS (0.69 [0.63-0.75]), and pMS (0.65 [0.59-0.71]) demonstrated similar effect sizes. Of the component items of the Mayo score, the endoscopic subscore (WinP 0.76 [0.69-0.82]) and the stool frequency subscore (WinP 0.74 [0.69-0.79]) were the most responsive. The Inflammatory Bowel Disease Questionnaire (IBDQ) quality-of-life questionnaire was also responsive (WinP 0.78 [0.72-0.82]). CONCLUSIONS UC disease activity indices are similarly responsive. Depending on the treatment setting, time point of evaluation, and feasibility of measurement, different scores may be used to demonstrate response. These results support the use of mMS as a composite primary endpoint, incorporating both patient-reported and endoscopic outcome measures. The UC-100 score may be more appropriate in settings that also routinely incorporate histological evaluation. FUNDING There is no funding for this study.
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Affiliation(s)
- Virginia Solitano
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada; Alimentiv, Inc., London, ON, Canada; Division of Gastroenterology and Gastrointestinal Endoscopy, IRCCS Ospedale San Raffaele, Università Vita-Salute San Raffaele, Milan, Italy
| | - Remo Panaccione
- Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Bruce E Sands
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | | | - Guangyong Zou
- Alimentiv, Inc., London, ON, Canada; Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology and INSERM NGERE U1256, University Hospital of Nancy, University of Lorraine, Nancy, France
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milan, Italy
| | | | - Brian G Feagan
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada; Alimentiv, Inc., London, ON, Canada; Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Siddharth Singh
- Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA
| | - Vipul Jairath
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada; Alimentiv, Inc., London, ON, Canada; Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Christopher Ma
- Alimentiv, Inc., London, ON, Canada; Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada.
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Jun YK, Oh HJ, Lee JA, Choi Y, Shin CM, Park YS, Kim N, Lee DH, Yoon H. The Potential of Molecular Remission: Tissue Neutrophil Elastase Is Better Than Histological Activity for Predicting Long-Term Relapse in Patients With Ulcerative Colitis in Endoscopic Remission. Inflamm Bowel Dis 2025; 31:514-523. [PMID: 39191527 DOI: 10.1093/ibd/izae194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND Growing interest exists in deep remission, beyond clinical and endoscopic remission, to enhance long-term prognosis in patients with ulcerative colitis (UC). Our study aimed to evaluate the risk of relapse according to tissue expression levels of calprotectin and neutrophil elastase (NE) in patients with quiescent UC. METHODS Rectal biopsies were performed on 218 patients with UC in clinical and endoscopic remission. Histological activity was prospectively scored using the Robarts Histological Index. Tissue calprotectin and NE levels were evaluated using immunohistochemistry. Optimal tissue calprotectin and NE cutoffs for relapse were determined using log-rank analysis. Cox proportional hazard analyses evaluated relapse risk factors. RESULTS Tissue calprotectin and NE levels were significantly higher in patients with histological activity than in those in histological remission (P < .001). The optimal cutoffs of tissue calprotectin and NE for relapse were 10.61 and 22.08 per mm2, respectively. The 3-year clinical relapse risk was significantly lower in the low-tissue NE group than in the high-tissue NE group (P = .009); however, it did not differ between the low- and high-tissue calprotectin group (P = .094). In multivariate analyses, a low level of tissue NE expression was independently associated with a lower risk of 3-year clinical relapse (adjusted hazard ratio = 0.453, 95% confidence interval = 0.225-0.911, P = .026), unlike histological index and tissue calprotectin. CONCLUSIONS In patients with UC who have achieved clinical and endoscopic remission, tissue expression of NE is a better predictor of long-term relapse than histological activity.
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Affiliation(s)
- Yu Kyung Jun
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Hyeon Jeong Oh
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Ji Ae Lee
- Department of Pathology, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Yonghoon Choi
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Cheol Min Shin
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Young Soo Park
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Nayoung Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Dong Ho Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Hyuk Yoon
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, South Korea
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
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11
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Silverman AL, Shung D, Stidham RW, Kochhar GS, Iacucci M. How Artificial Intelligence Will Transform Clinical Care, Research, and Trials for Inflammatory Bowel Disease. Clin Gastroenterol Hepatol 2025; 23:428-439.e4. [PMID: 38992406 PMCID: PMC11719376 DOI: 10.1016/j.cgh.2024.05.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 04/30/2024] [Accepted: 05/02/2024] [Indexed: 07/13/2024]
Abstract
Artificial intelligence (AI) refers to computer-based methodologies that use data to teach a computer to solve pre-defined tasks; these methods can be applied to identify patterns in large multi-modal data sources. AI applications in inflammatory bowel disease (IBD) includes predicting response to therapy, disease activity scoring of endoscopy, drug discovery, and identifying bowel damage in images. As a complex disease with entangled relationships between genomics, metabolomics, microbiome, and the environment, IBD stands to benefit greatly from methodologies that can handle this complexity. We describe current applications, critical challenges, and propose future directions of AI in IBD.
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Affiliation(s)
- Anna L Silverman
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Scottsdale, Arizona.
| | - Dennis Shung
- Section of Digestive Diseases, Department of Medicine, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Ryan W Stidham
- Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, Michigan; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan; Michigan Institute for Data Science, University of Michigan, Ann Arbor, Michigan
| | - Gursimran S Kochhar
- Division of Gastroenterology, Hepatology, and Nutrition, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Marietta Iacucci
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom; College of Medicine and Health, University College Cork, and APC Microbiome Ireland, Cork, Ireland
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12
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Little R, Putra J, Kamath BM, Griffiths AM, Ricciuto A, Siddiqui I. Intestinal histopathology in pediatric PSC-IBD: Characterization of phenotype and assessment of the Nancy Index. J Pediatr Gastroenterol Nutr 2025; 80:290-299. [PMID: 39690834 PMCID: PMC11788967 DOI: 10.1002/jpn3.12434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 04/01/2024] [Accepted: 06/22/2024] [Indexed: 12/19/2024]
Abstract
OBJECTIVES We aimed to characterize the histologic gut phenotype of pediatric primary sclerosing cholangitis (PSC)-associated inflammatory bowel disease (IBD) against non-PSC colitis, and to assess Nancy Index (NI) performance in pediatric PSC-IBD. METHODS Single-center retrospective cohort study including children diagnosed with PSC-IBD or non-PSC colitis (ulcerative colitis [UC] or IBD-unclassified) from 2000 to 2018, with diagnostic intestinal biopsies. Biopsies were re-reviewed by two independent pathologists who assessed microscopic disease distribution, NI scores, and specific histological features in the right and left colons, overall and stratified by endoscopic severity (moderate-severe vs. no more than mild). We examined NI inter-rater reliability with Fleiss' weighted (quadratic) kappa and NI construct validity against global endoscopic severity (Spearman correlation) and clinical outcomes (logistic regression). RESULTS Fifty children with PSC-IBD and 81 colitis controls were included. Histologically, pancolitis (84% vs. 55%), right colon-predominant colitis (48% vs. 3%), and backwash ileitis (53% vs. 12%) (all p < 0.01) were significantly more common in PSC-IBD; histologic rectal sparing occurred at similar rates (6% vs. 10%, p = 0.54). Lamina propria-predominant neutrophils, prominent eosinophilic infiltration (left colon), and surface villiform change (right colon) were more common in PSC-IBD than colitis controls (p < 0.01). NI showed excellent inter-rater reliability (kappa > 0.9) and correlated moderately with global endoscopic severity but poorly with clinical activity in PSC-IBD. CONCLUSIONS Pediatric PSC-IBD has a distinct histologic phenotype that largely mirrors the endoscopic phenotype in distribution and includes a greater frequency of features not included in conventional UC histologic activity indices. Future work should investigate whether a PSC-IBD-specific index incorporating these features is warranted.
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Affiliation(s)
- Rebecca Little
- Division of Gastroenterology, Hepatology and NutritionThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Juan Putra
- Division of PathologyThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Binita M. Kamath
- Division of Gastroenterology, Hepatology and NutritionThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of PaediatricsUniversity of TorontoTorontoOntarioCanada
| | - Anne M. Griffiths
- Division of Gastroenterology, Hepatology and NutritionThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of PaediatricsUniversity of TorontoTorontoOntarioCanada
| | - Amanda Ricciuto
- Division of Gastroenterology, Hepatology and NutritionThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of PaediatricsUniversity of TorontoTorontoOntarioCanada
| | - Iram Siddiqui
- Division of PathologyThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of Laboratory Medicine & Pathobiology – Anatomic PathologyUniversity of TorontoTorontoOntarioCanada
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13
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Ma C, Solitano V, Danese S, Jairath V. The Future of Clinical Trials in Inflammatory Bowel Disease. Clin Gastroenterol Hepatol 2025; 23:480-489. [PMID: 39025252 DOI: 10.1016/j.cgh.2024.06.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 06/03/2024] [Accepted: 06/07/2024] [Indexed: 07/20/2024]
Abstract
The medical management of inflammatory bowel disease (IBD) has been transformed over the past few decades by the approval of multiple classes of advanced therapies and the integration of more targeted treatment strategies for Crohn's disease and ulcerative colitis. These changes have been driven by an increasing number of pivotal randomized controlled trials, which have grown in size and complexity over time. Several landmark studies that are anticipated to change current IBD management paradigms have recently been completed or are on-going, including the first head-to-head biologic trials, advanced combination treatment trials, therapeutic strategy and treatment target trials, and multiple phase 3 registrational programs of novel compounds. Despite these advances, the future of IBD trials also faces major challenges with respect to cost, feasibility, and recruitment. Accordingly, innovative methods for early and late phase randomized controlled trials must be adopted. In this review, we provide a comprehensive overview of the evolution of modern IBD trials, discuss methods for improving trial efficiency in early and late phase development, and provide insights into the interpretation and implications of these data for clinical care.
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Affiliation(s)
- Christopher Ma
- Division of Gastroenterology & Hepatology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Alimentiv Inc, London, Ontario, Canada.
| | - Virginia Solitano
- Division of Gastroenterology, Department of Medicine, Western University, London, Ontario, Canada; Division of Gastroenterology and Gastrointestinal Endoscopy, IRCCS Ospedale San Raffaele, Università Vita-Salute San Raffaele, Milan, Italy
| | - Silvio Danese
- Division of Gastroenterology and Gastrointestinal Endoscopy, IRCCS Ospedale San Raffaele, Università Vita-Salute San Raffaele, Milan, Italy
| | - Vipul Jairath
- Alimentiv Inc, London, Ontario, Canada; Division of Gastroenterology, Department of Medicine, Western University, London, Ontario, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada.
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14
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Mishra S, Sekar A, Jena A, Prasad KK, Sachan A, Singh AK, Shah J, Mandavdhare HS, Singh H, Dutta U, Sharma V. Histological scores are poor predictors of short term outcomes in acute severe ulcerative colitis: An observational study. Dig Liver Dis 2025; 57:303-307. [PMID: 39389857 DOI: 10.1016/j.dld.2024.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND The role of various histologic scores in predicting outcomes in acute severe ulcerative colitis (ASUC) is unexplored. METHODS Consecutive patients of ASUC undergoing sigmoidoscopy and histological assessment by two independent pathologists for Simplified Geboes score (SGS), Robarts Histopathology Index (RHI) and Nancy histological index (NHI)] were included. Primary outcome was the role of histology in predicting need for second-line therapy or colectomy. RESULTS Of 82 patients with ASUC (mean age: 36 years, males 47.5 %), non-response to steroids was observed in 27 (32.9 %) of cases. Sixteen patients required second-line drug therapy and 8 required colectomy. There was no significant association between the need for second-line therapy or colectomy and the baseline histological scores [NHI (p = 0.61), SGS (p = 0.116) and RHI (p = 0.109)]. All three scores performed poorly to predict the need for second-line treatment or colectomy within 28 days. There was no significant association between histological scores and steroid response (NHI (p = 0.796), SGS (p = 0.57) and RHI (p = 0.941)]. All three scores had a strong positive correlation observed between each other but not with endoscopic Mayo score. CONCLUSION The three histologic scores (SGS, RHI and NHI) performed poorly in prediction of need for second-line treatment or colectomy in ASUC. Future studies should study the impact of histologic assessment on long term outcomes in ASUC.
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Affiliation(s)
- Shubhra Mishra
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Aravind Sekar
- Histopathology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Anuraag Jena
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Kaushal K Prasad
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Anurag Sachan
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Anupam Kumar Singh
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Jimil Shah
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Harshal S Mandavdhare
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Harjeet Singh
- GI Surgery, HPB and Liver Transplantation, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Usha Dutta
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Vishal Sharma
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
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15
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Ma C, Jairath V, Feagan BG, Peyrin-Biroulet L, Danese S, Sands BE, Panaccione R. Interpreting modern randomized controlled trials of medical therapy in inflammatory bowel disease. Nat Rev Gastroenterol Hepatol 2024; 21:792-808. [PMID: 39379665 DOI: 10.1038/s41575-024-00989-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/03/2024] [Indexed: 10/10/2024]
Abstract
Treatment options for the medical management of inflammatory bowel disease (IBD) have expanded substantially over the past decade. Multiple classes of advanced therapies, including both monoclonal antibodies and novel oral small molecules, are now available for the treatment of moderately-to-severely active Crohn's disease and ulcerative colitis, highlighted by the approvals of the first IL23p19 antagonists, selective Janus kinase inhibitors and sphingosine-1-phosphate receptor modulators. These advances have been accompanied by the identification of novel targets and the rapid growth in both the number and size of IBD clinical trials. Over a dozen landmark randomized controlled trials (RCTs) have been completed in the past 5 years, including the first head-to-head biologic trials, the first combination biologic studies, and multiple phase III registrational trials of novel compounds with new co-primary and composite end points that will change the treatment landscape for years to come. Importantly, the methodology of RCTs in IBD has evolved substantially, with new trial designs, evaluation of unique patient populations, and different types of efficacy and safety end points being key innovations. In this Review, we provide a comprehensive evaluation of how modern RCTs of IBD medical therapies have evolved and the implications for their appraisal that will help guide the application of these data to clinical practice.
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Affiliation(s)
- Christopher Ma
- Division of Gastroenterology & Hepatology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada.
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.
- Alimentiv Inc., London, Ontario, Canada.
| | - Vipul Jairath
- Alimentiv Inc., London, Ontario, Canada
- Division of Gastroenterology, Department of Medicine, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Brian G Feagan
- Alimentiv Inc., London, Ontario, Canada
- Division of Gastroenterology, Department of Medicine, Western University, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology and Inserm NGERE U1256, University Hospital of Nancy, University of Lorraine, Nancy, France
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milan, Italy
| | - Bruce E Sands
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Remo Panaccione
- Division of Gastroenterology & Hepatology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada
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16
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White C, Irving PM. An evaluation of mirikizumab for the treatment of ulcerative colitis. Expert Opin Biol Ther 2024; 24:1199-1206. [PMID: 39360778 DOI: 10.1080/14712598.2024.2412650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 08/28/2024] [Accepted: 10/01/2024] [Indexed: 10/11/2024]
Abstract
INTRODUCTION Treatment of ulcerative colitis (UC) aims to reduce symptoms and complications by decreasing intestinal inflammation. A proportion of patients do not respond to, do not tolerate, or are inappropriate candidates for current therapies. Interleukin (IL)-23 is a therapeutic target and mirikizumabis the first p19-targeted IL-23 antibody approved for the treatment of moderately to severely active UC. AREAS COVERED This review summarizes the pro-inflammatory effects of IL-23 and outlines the pharmacokinetics of mirikizumab. It provides a synopsis of the available phase II and phase III evidence for the efficacy and safety of mirikizumab in UC. EXPERT OPINION The mirikizumab clinical development program demonstrated its superiority over placebo and its favorable safety profile in the treatment of UC. Its positioning in therapeutic algorithms remains to be fully understood but mirikizumab has proven efficacy in both advanced therapy (AT)-naïve and AT-experienced patients. The inclusion in the license of extended induction for non-responders as well as rescue intravenous dosing allows for flexibility in patient with limited primary response and secondary loss of response.
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Affiliation(s)
| | - Peter M Irving
- Department of Gastroenterology, St Thomas' Hospital, London, UK
- School of Immunology and Microbial Sciences, King's College London, London, UK
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17
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Horiuchi K, Higashiyama M, Tahara H, Yoshidome Y, Ayaki K, Nishimura H, Tomioka A, Narimatsu K, Komoto S, Tomita K, Hokari R. Absence of Paneth Cell Metaplasia to Predict Clinical Relapse in Ulcerative Colitis with Endoscopically Quiescent Mucosa. Dig Dis Sci 2024; 69:3932-3941. [PMID: 39110367 DOI: 10.1007/s10620-024-08581-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 07/30/2024] [Indexed: 10/20/2024]
Abstract
BACKGROUND Paneth cells play multiple roles in maintaining intestinal homeostasis. However, the clinical role of Paneth cell metaplasia (PCM) in ulcerative colitis (UC) remains unclear. We aimed to investigate the relationship between PCM and relapse in patients with UC and compare the usefulness of PCM with other histological indexes, including mucin depletion (MD) and basal plasmacytosis (BP). METHODS Patients with UC in clinical remission (CR) who underwent colonoscopy to confirm a Mayo endoscopic subscore (MES) ≦1 with biopsies from the distal colon were enrolled into this retrospective cohort study. Biopsy samples were evaluated for histological findings of PCM, MD, and BP. Clinical relapse was defined as partial Mayo score ≧3 or medication escalation. Multivariate analysis was performed to determine independent predictors of relapse among the three histological findings, MES, and patient background, and relapse prediction models were generated. RESULTS Eighty-three patients were enrolled in this study (MES 0, n = 47; MES 1, n = 36). The number of PCM cases was significantly higher in patients with prolonged CR than that in those with relapse (p = 0.01). Multivariate analysis showed that the absence of PCM and MD were related to relapse in all the patients. In patients with MES 1, the absence of PCM was the only risk factor significantly and independently associated with relapse (hazard ratio, 4.51 [1.15-17.7]; p = 0.03). CONCLUSION The absence of PCM was a histological risk factor for relapse in patients with MES 1, implying a protective role for PCM in remission and a new index for mucosal healing.
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Affiliation(s)
- Kazuki Horiuchi
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan.
| | - Masaaki Higashiyama
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Hiroyuki Tahara
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Yuta Yoshidome
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Kana Ayaki
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Hiroyuki Nishimura
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Akira Tomioka
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Kazuyuki Narimatsu
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Shunsuke Komoto
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Kengo Tomita
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
| | - Ryota Hokari
- Department of Internal Medicine, National Defense Medical College, 3-2 Namiki, Tokorozawa, Saitama, 359-8513, Japan
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18
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Akiyama S, Miyatani Y, Rubin DT. The evolving understanding of histology as an endpoint in ulcerative colitis. Intest Res 2024; 22:389-396. [PMID: 38475998 PMCID: PMC11534446 DOI: 10.5217/ir.2023.00120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/09/2024] [Accepted: 01/24/2023] [Indexed: 03/14/2024] Open
Abstract
A therapeutic goal for patients with ulcerative colitis (UC) is deep remission including clinical remission and mucosal healing. Mucosal healing was previously defined by endoscopic appearance, but recent studies demonstrate that histological improvements can minimize the risks of experiencing clinical relapse after achieving endoscopic remission, and there is growing interest in the value and feasibility of histological targets of treatment in inflammatory bowel disease, and specifically UC. In this review article, we identify remaining challenges and discuss an evolving role of histology in the management of UC.
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Affiliation(s)
- Shintaro Akiyama
- Inflammatory Bowel Disease Center, The University of Chicago Medicine, Chicago, IL, USA
| | - Yusuke Miyatani
- Inflammatory Bowel Disease Center, The University of Chicago Medicine, Chicago, IL, USA
| | - David T. Rubin
- Inflammatory Bowel Disease Center, The University of Chicago Medicine, Chicago, IL, USA
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19
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Nomura K, Shibuya T, Odakura R, Haraikawa M, Ishino H, Orikasa M, Omori M, Koma M, Ito K, Maruyama T, Nomura O, Ishikawa D, Hojo M, Nagahara A. Comparison of the Effectiveness of Vedolizumab and Ustekinumab in Patients with Ulcerative Colitis: A Real-World Retrospective Study. Biomedicines 2024; 12:1991. [PMID: 39335506 PMCID: PMC11428936 DOI: 10.3390/biomedicines12091991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 08/13/2024] [Accepted: 08/22/2024] [Indexed: 09/30/2024] Open
Abstract
Ulcerative colitis (UC) is a chronic inflammatory disorder of the large intestine. Data on the comparative effectiveness of biological therapies such as vedolizumab (VDZ) and ustekinumab (UST) remain limited. This retrospective study compared the effectiveness and safety of VDZ and UST in UC patients. Between November 2018 and November 2023, 106 patients were included: 64 received VDZ and 42 received UST. Bio-failure was significantly higher (p = 0.005) in the UST group versus the VDZ group. The remission rates at 6, 22, and 54 weeks in VDZ group were 51.6%, 61.3%, and 66.7%. The remission rates at 8, 24, and 56 weeks in the UST group were 66.7%, 65.0%, and 66.7%, respectively. Both treatments were comparable in inducing and maintaining clinical remission over 54-56 weeks, with no significant differences observed in the Lichtiger clinical activity index. Subgroup analyses highlighted the potential short-term effectiveness of UST among cases of bio-failure and a white blood cell level ≥ 9000/µL. Safety profiles were generally favorable, with no significant adverse events. Usutekinumab demonstrated effectiveness as a salvage therapy in patients who failed VDZ. Despite the increased disease severity in the UST group compared to the VDZ group, both groups demonstrated similar remission rates, suggesting UST shows significant efficacy even in moderate to severe UC.
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Affiliation(s)
- Kei Nomura
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Tomoyoshi Shibuya
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
- Department of Pathophysiological Research and Therapeutics for Gastrointestinal Disease, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Rina Odakura
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Mayuko Haraikawa
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Hirotaka Ishino
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Masayuki Orikasa
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Masashi Omori
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Masao Koma
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Kentaro Ito
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Takafumi Maruyama
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Osamu Nomura
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Dai Ishikawa
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
- Department of Pathophysiological Research and Therapeutics for Gastrointestinal Disease, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Mariko Hojo
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
- Department of Pathophysiological Research and Therapeutics for Gastrointestinal Disease, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Akihito Nagahara
- Department of Gastroenterology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
- Department of Pathophysiological Research and Therapeutics for Gastrointestinal Disease, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
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20
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Polydorides AD. Assessment and Significance of Histologic Activity in Crohn's Disease. Clin Gastroenterol Hepatol 2024; 22:1796-1797. [PMID: 38365093 DOI: 10.1016/j.cgh.2024.01.043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 01/26/2024] [Indexed: 02/18/2024]
Affiliation(s)
- Alexandros D Polydorides
- Department of Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
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21
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Jin X, You Y, Ruan G, Zhou W, Li J, Li J. Deep mucosal healing in ulcerative colitis: how deep is better? Front Med (Lausanne) 2024; 11:1429427. [PMID: 39156693 PMCID: PMC11327023 DOI: 10.3389/fmed.2024.1429427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 07/22/2024] [Indexed: 08/20/2024] Open
Abstract
Ulcerative colitis (UC), characterized by its recurrent nature, imposes a significant disease burden and compromises the quality of life. Emerging evidence suggests that achieving clinical remission is not sufficient for long-term remission. In pursuit of a favorable prognosis, mucosal healing (MH) has been defined as the target of therapies in UC. This paradigm shift has given rise to the formulation of diverse endoscopic and histological scoring systems, providing distinct definitions for MH. Endoscopic remission (ER) has been widely employed in clinical practice, but it is susceptible to subjective factors related to endoscopists. And there's growing evidence that histological remission (HR) might be associated with a lower risk of disease flares, but the incorporation of HR as a routine therapeutic endpoint remains a debate. The integration of advanced technology has further enriched the definition of deep MH. Up to now, a universal standardized definition for deep MH in clinical practice is currently lacking. This review will focus on the definition of deep MH, from different dimensions, and analyze strengths and limitations, respectively. Subsequent multiple large-scale trials are needed to validate the concept of deep MH, offering valuable insights into potential benefits for UC patients.
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Affiliation(s)
- Xin Jin
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Yan You
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Gechong Ruan
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Weixun Zhou
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Ji Li
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Jingnan Li
- Department of Gastroenterology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China
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22
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Bettenworth D, Baker ME, Fletcher JG, Jairath V, Lu C, Bemelman W, d'Haens G, d'Hoore A, Dignass A, Dotan I, Feakins R, Fleshner P, Ha C, Henderson G, Lyu R, Panes J, Rogler G, Mao R, Rimola J, Sandborn WJ, Ng SC, Siegmund B, Silverberg M, Taylor SA, Verstockt B, Gordon IO, Bruining DH, Feagan BG, Rieder F. A global consensus on the definitions, diagnosis and management of fibrostenosing small bowel Crohn's disease in clinical practice. Nat Rev Gastroenterol Hepatol 2024; 21:572-584. [PMID: 38831007 PMCID: PMC12063211 DOI: 10.1038/s41575-024-00935-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/19/2024] [Indexed: 06/05/2024]
Abstract
Fibrostenosis of the small bowel is common in patients with Crohn's disease. No consensus recommendations on definition, diagnosis and management in clinical practice are currently available. In this Consensus Statement, we present a clinical practice RAND/UCLA appropriateness study on the definition, diagnosis and clinical management of fibrostenosing Crohn's disease. It was conducted by a panel of 28 global experts and one patient representative. Following a systematic literature review, 526 candidate items grouped into 136 questions were generated and subsequently evaluated for appropriateness. Strictures are best defined as wall thickening, luminal narrowing and prestenotic dilation. Cross-sectional imaging is required for accurate diagnosis of fibrostenosing Crohn's disease, and it is recommended before making treatment decisions. It should also assess the degree of inflammation in the bowel wall. Multiple options for medical anti-inflammatory, endoscopic and surgical therapies were suggested, including follow-up strategies following therapy. This Consensus Statement supports clinical practice through providing guidance on definitions, diagnosis and therapeutic management of patients with fibrostenosing small bowel Crohn's disease.
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Affiliation(s)
- Dominik Bettenworth
- CED Schwerpunktpraxis, Münster, Germany.
- Medical Faculty, University of Münster, Münster, Germany.
| | - Mark E Baker
- Diagnostic Radiology, Imaging Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Vipul Jairath
- Alimentiv Inc, London, Ontario, Canada
- Department of Medicine, Western University, London, Ontario, Canada
- Department of Biostatistics and Epidemiology, Western University, London, Ontario, Canada
| | - Cathy Lu
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Willem Bemelman
- Department of Surgery, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Geert d'Haens
- Department of Gastroenterology, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Andre d'Hoore
- Department of Abdominal Surgery, University Hospitals Leuven, Leuven, Belgium
| | - Axel Dignass
- Department of Medicine I, Agaplesion Markus Hospital, Goethe University, Frankfurt am Main, Germany
| | - Iris Dotan
- Division of Gastroenterology, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Roger Feakins
- Department of Cellular Pathology, Royal Free London NHS Foundation Trust, London, UK
| | - Phillip Fleshner
- Division of Colon and Rectal Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Christina Ha
- Department of Gastroenterology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | | | - Ruishen Lyu
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Julian Panes
- Department of Gastroenterology, Hospital Clinic of Barcelona, IDIBAPS, CIBERehd, Barcelona, Spain
| | - Gerhard Rogler
- Department of Gastroenterology and Hepatology, University Hospital, Zurich, University of Zurich, Zurich, Switzerland
| | - Ren Mao
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jordi Rimola
- Inflammatory bowel disease unit, Department of Radiology, Hospital Clínic de Barcelona, Barcelona, IDIBAPS, Barcelona, Spain
| | - William J Sandborn
- Division of Gastroenterology and Hepatology, University of California San Diego, La Jolla, CA, USA
| | - Siew C Ng
- Division of Gastroenterology and Hepatology, State Key Laboratory of Digestive Diseases, The Chinese University of Hong Kong, Hong Kong, China
| | - Britta Siegmund
- Division of Gastroenterology, Infectiology and Rheumatology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Mark Silverberg
- Division of Gastroenterology, Mount Sinai Hospital, Toronto, Canada
| | - Stuart A Taylor
- Centre for Medical Imaging, University College London, London, UK
| | - Bram Verstockt
- Department of Gastroenterology and Hepatology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
- Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Ilyssa O Gordon
- Department of Anatomic Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - David H Bruining
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Brian G Feagan
- Alimentiv Inc, London, Ontario, Canada
- Department of Medicine, Western University, London, Ontario, Canada
- Department of Biostatistics and Epidemiology, Western University, London, Ontario, Canada
| | - Florian Rieder
- Department of Gastroenterology, Hepatology and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
- Center for Global Translational Inflammatory Bowel Disease Research, Cleveland Clinic, Cleveland, OH, USA
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23
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Schiller B, Wirthgen E, Weber F, Schiller S, Radke M, Claßen M, Däbritz J. Fecal calprotectin and platelet count predict histologic disease activity in pediatric ulcerative colitis: results from a projection-predictive feature selection. Eur J Pediatr 2024; 183:3277-3288. [PMID: 38709314 PMCID: PMC11263432 DOI: 10.1007/s00431-024-05554-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/20/2024] [Accepted: 04/03/2024] [Indexed: 05/07/2024]
Abstract
Especially for pediatric patients, proxies of mucosal inflammation are needed. The Pediatric Ulcerative Colitis Activity Index (PUCAI) has been established to predict clinical and endoscopic disease activity. However, histologic inflammation might persist. We applied a special variable selection technique to predict histologic healing in pediatric ulcerative colitis (UC) as parsimoniously (but still as precisely) as possible. The retrospective analysis included data from two study cohorts, comprising 91 visits from 59 pediatric patients with UC. A Bayesian ordinal regression model was used in combination with a projection-predictive feature selection (PPFS) to identify a minimal subset of clinical and laboratory parameters sufficient for the prediction of histologic disease activity. Following the PPFS, CEDATA-GPGE patient registry data were analyzed to investigate the relevance of the selected predictors in relation to PUCAI and Physician Global Assessment (PGA) in up to 6697 patient visits. Fecal calprotectin (FC) and platelet count were identified as the minimal subset of predictors sufficient for prediction of histologic disease activity in pediatric UC. FC and platelet count also appeared to be associated with increasing disease activity as measured by PUCAI and PGA in the CEDATA-GPGE registry. Based on the selected model, predictions can be performed with a Shiny web app. Conclusion: Our statistical approach constitutes a reproducible and objective tool to select a minimal subset of the most informative parameters to predict histologic inflammation in pediatric UC. A Shiny app shows how physicians may predict the histologic activity in a user-friendly way using FC and platelet count. To generalize the findings, further prospective studies will be needed. What is Known: • Histologic healing is a major endpoint in the therapy of ulcerative colitis (UC). • The PUCAI score has been established to predict disease activity in pediatric UC but is not suitable for the prediction of histologic healing. What is New: • Our Bayesian ordinal regression model in combination with a projection-predictive feature selection is a reproducible and objective tool to select the minimal subset of clinical and laboratory parameters to predict histologic inflammation in pediatric UC. • Histologic inflammation in pediatric UC can be non-invasively predicted based on the combination of fecal calprotectin levels and platelet count.
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Affiliation(s)
- B Schiller
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany
| | - E Wirthgen
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany
| | - F Weber
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | - S Schiller
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany
- Department of Pediatrics, Greifswald University Medical Center, Greifswald, Germany
| | - M Radke
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany
| | - M Claßen
- Department of Pediatrics and Adolescent Medicine, Erlangen University Medical Center, Erlangen, Germany
| | - J Däbritz
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany.
- Department of Pediatrics, Greifswald University Medical Center, Greifswald, Germany.
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24
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Iacucci M, Santacroce G, Zammarchi I, Maeda Y, Del Amor R, Meseguer P, Kolawole BB, Chaudhari U, Di Sabatino A, Danese S, Mori Y, Grisan E, Naranjo V, Ghosh S. Artificial intelligence and endo-histo-omics: new dimensions of precision endoscopy and histology in inflammatory bowel disease. Lancet Gastroenterol Hepatol 2024; 9:758-772. [PMID: 38759661 DOI: 10.1016/s2468-1253(24)00053-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/16/2024] [Accepted: 02/23/2024] [Indexed: 05/19/2024]
Abstract
Integrating artificial intelligence into inflammatory bowel disease (IBD) has the potential to revolutionise clinical practice and research. Artificial intelligence harnesses advanced algorithms to deliver accurate assessments of IBD endoscopy and histology, offering precise evaluations of disease activity, standardised scoring, and outcome prediction. Furthermore, artificial intelligence offers the potential for a holistic endo-histo-omics approach by interlacing and harmonising endoscopy, histology, and omics data towards precision medicine. The emerging applications of artificial intelligence could pave the way for personalised medicine in IBD, offering patient stratification for the most beneficial therapy with minimal risk. Although artificial intelligence holds promise, challenges remain, including data quality, standardisation, reproducibility, scarcity of randomised controlled trials, clinical implementation, ethical concerns, legal liability, and regulatory issues. The development of standardised guidelines and interdisciplinary collaboration, including policy makers and regulatory agencies, is crucial for addressing these challenges and advancing artificial intelligence in IBD clinical practice and trials.
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Affiliation(s)
- Marietta Iacucci
- APC Microbiome Ireland, College of Medicine and Health, University College of Cork, Cork, Ireland.
| | - Giovanni Santacroce
- APC Microbiome Ireland, College of Medicine and Health, University College of Cork, Cork, Ireland
| | - Irene Zammarchi
- APC Microbiome Ireland, College of Medicine and Health, University College of Cork, Cork, Ireland
| | - Yasuharu Maeda
- APC Microbiome Ireland, College of Medicine and Health, University College of Cork, Cork, Ireland
| | - Rocío Del Amor
- Instituto de Investigación e Innovación en Bioingeniería, HUMAN-tech, Universitat Politècnica de València, València, Spain
| | - Pablo Meseguer
- Instituto de Investigación e Innovación en Bioingeniería, HUMAN-tech, Universitat Politècnica de València, València, Spain; Valencian Graduate School and Research Network of Artificial Intelligence, Valencia, Spain
| | | | | | - Antonio Di Sabatino
- Department of Internal Medicine and Medical Therapeutics, University of Pavia, Pavia, Italy; First Department of Internal Medicine, San Matteo Hospital Foundation, Pavia, Italy
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milan, Italy
| | - Yuichi Mori
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway; Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan
| | - Enrico Grisan
- School of Engineering, London South Bank University, London, UK
| | - Valery Naranjo
- Instituto de Investigación e Innovación en Bioingeniería, HUMAN-tech, Universitat Politècnica de València, València, Spain
| | - Subrata Ghosh
- APC Microbiome Ireland, College of Medicine and Health, University College of Cork, Cork, Ireland
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25
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Martin-King C, Nael A, Ehwerhemuepha L, Calvo B, Gates Q, Janchoi J, Ornelas E, Perez M, Venderby A, Miklavcic J, Chang P, Sassoon A, Grant K. Histopathology imaging and clinical data including remission status in pediatric inflammatory bowel disease. Sci Data 2024; 11:761. [PMID: 38992012 PMCID: PMC11239805 DOI: 10.1038/s41597-024-03592-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 07/01/2024] [Indexed: 07/13/2024] Open
Abstract
The incidence of inflammatory bowel disease (IBD) is increasing annually. Children with IBD often suffer significant morbidity due to physical and emotional effects of the disease and treatment. Corticosteroids, often a component of therapy, carry undesirable side effects with long term use. Steroid-free remission has become a standard for care-quality improvement. Anticipating therapeutic outcomes is difficult, with treatments often leveraged in a trial-and-error fashion. Artificial intelligence (AI) has demonstrated success in medical imaging classification tasks. Predicting patients who will attain remission will help inform treatment decisions. The provided dataset comprises 951 tissue section scans (167 whole-slides) obtained from 18 pediatric IBD patients. Patient level structured data include IBD diagnosis, 12- and 52-week steroid use and name, and remission status. Each slide is labelled with biopsy site and normal or abnormal classification per the surgical pathology report. Each tissue section scan from an abnormal slide is further classified by an experienced pathologist. Researchers utilizing this dataset may select from the provided outcomes or add labels and annotations from their own institutions.
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Affiliation(s)
- Chloe Martin-King
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA.
| | - Ali Nael
- Department of Pathology, CHOC, Orange, CA, USA
- Department of Pathology, University of California-Irvine (UCI) Medical Center, Orange, CA, USA
| | - Louis Ehwerhemuepha
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
- Department of Statistics, UCI Donald Bren School of Information and Computer Sciences, Irvine, CA, USA
| | - Blake Calvo
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
| | - Quinn Gates
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
| | - Jamie Janchoi
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA
| | - Elisa Ornelas
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA
| | - Melissa Perez
- Department of Gastroenterology and Nutrition, CHOC, Orange, CA, USA
| | - Andrea Venderby
- Research Institute, Children's Health Orange County (CHOC), Orange, CA, USA
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
| | - John Miklavcic
- Schmid College of Science and Technology, Chapman University, Orange, CA, USA
- School of Pharmacy, Chapman University, Irvine, CA, USA
| | - Peter Chang
- Center for Artificial Intelligence in Diagnostic Medicine (CAIDM), UCI, Irvine, CA, USA
- Department of Radiological Sciences, UCI School of Medicine, Orange, CA, USA
- Department of Computer Science, UCI Donald Bren School of Information and Computer Sciences, Irvine, CA, USA
| | | | - Kenneth Grant
- Department of Gastroenterology and Nutrition, CHOC, Orange, CA, USA
- Department of Pediatrics, UCI School of Medicine, Orange, CA, USA
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26
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Suzuki K, Sameshima Y, Yokoyama J, Terai S, Yoneyama H, Atreya R, Neurath MF, Hibi T, Asakura H. Add-on multiple submucosal injections of the RNA oligonucleotide GUT-1 to anti-TNF antibody treatment in patients with moderate-to-severe ulcerative colitis: an open-label, proof-of concept study. Inflamm Regen 2024; 44:22. [PMID: 38664814 PMCID: PMC11044299 DOI: 10.1186/s41232-024-00332-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Carbohydrate sulfotransferase 15 (CHST15) is an enzyme biosynthesizing matrix glycosaminoglycan that modulates tissue remodeling. We evaluated the efficacy of add-on submucosal injections of GUT-1, the RNA oligonucleotide inhibitor of CHST15, to ongoing anti-tumor necrosis factor (TNF) antibody treatment in patients with moderate-to-severe ulcerative colitis (UC). METHODS This was an open-label study of 250 nM of GUT-1 by endoscopic submucosal injections at weeks 0, 2, 4 in five UC patients who lost response during maintenance treatment to anti-TNF antibodies. The primary endpoint was the rate of endoscopic improvement at week 6 and secondary endpoints included the rates of clinical remission by modified Mayo Score (mMS). Patients received follow-up observation with continuous maintenance treatment by the same anti-TNF antibody till the time of clinical recurrence or for overall 52 weeks. RESULTS At week 6, rates of endoscopic improvement and clinical remission were 80% (n = 4/5) and 60% (n = 3/5), respectively. The mean Endoscopy Subscore was reduced from 2.4 (95%CI: 1.7 to 3.1) at baseline, to 1.0 (95%CI: 0.1 to 1.9) at week 6. The mean mMS was reduced from 7.8 (95%CI: 6.2 to 9.4) to 1.3 (95%CI: 2.9 to 4.3). GUT-1 was well tolerated. Three patients did not show clinical recurrence for 52 weeks. All three corticosteroid-dependent patients showed no corticosteroid exposure for at least 24 weeks after achieving clinical remission. Multiple dosing was also well tolerated. CONCLUSIONS Add-on multiple injections of GUT-1 to ongoing anti-TNF antibody was able to induce rapid and durable clinical responses in UC patients who lost response to anti-TNF therapy. TRIAL REGISTRATION Clinical trial Registration Number (Japan): UMIN000020900.
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Affiliation(s)
- Kenji Suzuki
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, 2-746 Asahimach-Dori, Chuo-Ku, Niigata-Shi, Niigata, 951-8518, Japan.
- Department of Health Informatics, Niigata University of Health and Welfare, 1398 Shimami-Cho, Kita-Ku, Niigata-Shi, Niigata, 950-3198, Japan.
| | - Yukinori Sameshima
- Sameshima Hospital, 9-8 Kajiya-Cho, Kagoshima-Shi, Kagoshima, 892-0846, Japan
| | - Junji Yokoyama
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, 2-746 Asahimach-Dori, Chuo-Ku, Niigata-Shi, Niigata, 951-8518, Japan
| | - Shuji Terai
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, 2-746 Asahimach-Dori, Chuo-Ku, Niigata-Shi, Niigata, 951-8518, Japan
| | | | - Raja Atreya
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Ulmenweg 18, 90154, Erlangen, Germany
| | - Markus F Neurath
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Ulmenweg 18, 90154, Erlangen, Germany
| | - Toshifumi Hibi
- Center for Advanced IBD Research and Treatment, Kitasato Institute Hospital, Kitasato University, 5-9-1 Shirokane, Minato-Ku, Tokyo, 108-8642, Japan
| | - Hitoshi Asakura
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, 2-746 Asahimach-Dori, Chuo-Ku, Niigata-Shi, Niigata, 951-8518, Japan
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27
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Vermeire S, Hanzel J, Löwenberg M, Ferrante M, Bossuyt P, Hoentjen F, Franchimont D, Palatka K, Peeters H, Mookhoek A, de Hertogh G, Molnár T, van Moerkercke W, Lobatón T, Clasquin E, Hulshoff MS, Baert F, D'Haens G. Early Versus Late Use of Vedolizumab in Ulcerative Colitis: Clinical, Endoscopic, and Histological Outcomes. J Crohns Colitis 2024; 18:540-547. [PMID: 37934813 DOI: 10.1093/ecco-jcc/jjad179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND AND AIMS We explored the potential for differential efficacy of vedolizumab between early and late ulcerative colitis [UC] with evaluation of clinical, endoscopic, and histological endpoints. METHODS This was a multicentre, multinational, open-label study in patients with moderately-to-severely active UC, defining early UC by a disease duration <4 years and bio-naïve and late UC by a disease duration > 4 years and additional exposure to tumour necrosis factor antagonists. Patients received standard treatment with intravenous vedolizumab for 52 weeks [300 mg Weeks 0, 2, 6, every 8 weeks thereafter without escalation]. The primary endpoint was corticosteroid-free clinical remission with endoscopic improvement [total Mayo score ≤2 with no subscore >1] at both Weeks 26 and 52. RESULTS A total of 121 patients were included: in the "early" group, 25/59 [42.4%] achieved the primary endpoint versus 19/62 [30.6%] in the "late" group [p = 0.18]. There were no significant differences between the two groups in endoscopic improvement [Week 26: "early" 32/59 [54.2%] versus "late" 29/62 [46.8%]; p = 0.412; Week 52: 27/59 [45.8%] versus 25/62 [40.3%]; p = 0.546] or in histological remission [Robarts Histopathology Index <3 without neutrophils in the epithelium and lamina propria] [Week 26: 24/59 [40.7%] versus 21/62 [33.9%]; p = 0.439; Week 52: 22/59 [37.3%] versus 22/62 [35.5%]; p = 0.837]. CONCLUSIONS No significant differences in clinical, endoscopic, and histological outcomes were observed between "early" and "late" disease.
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Affiliation(s)
- Séverine Vermeire
- Department of Gastroenterology and Hepatology, Department of Chronic Diseases and Metabolism, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Jurij Hanzel
- Department of Gastroenterology, UMC Ljubljana, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Mark Löwenberg
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Marc Ferrante
- Department of Gastroenterology and Hepatology, Department of Chronic Diseases and Metabolism, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Peter Bossuyt
- Imelda Clinical Research Centre, Imelda General Hospital, Bonheiden, Belgium
| | - Frank Hoentjen
- Department of Gastroenterology, Radboud University Medical Centre, Nijmegen, The Netherlands
- Division of Gastroenterology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | | | - Károly Palatka
- Division of Gastroenterology, Department of Internal Medicine, University of Debrecen, Debrecen, Hungary
| | - Harald Peeters
- Department of Gastroenterology, AZ Sint Lucas, Gent, Belgium
| | - Aart Mookhoek
- Institute of Tissue Medicine and Pathology, Bern University, Bern, Switzerland
| | - Gert de Hertogh
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Tamás Molnár
- Division of Gastroenterology, Department of Medicine, Albert Szent-Györgyi Medical School, University of Szeged, Szeged, Hungary
| | - Wouter van Moerkercke
- Department of Gastroenterology and Hepatology, Department of Chronic Diseases and Metabolism, University Hospitals Leuven, KU Leuven, Leuven, Belgium
- Department of Gastroenterology, AZ Groeninge, Kortrijk, Belgium
| | - Triana Lobatón
- Department of Gastroenterology and Hepatology, University Hospital Gent, Gent, Belgium
- Department of Internal Medicine and Pediatrics, Gent University, Gent, Belgium
| | - Esmé Clasquin
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Melanie S Hulshoff
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Filip Baert
- Department of Gastroenterology, AZ Delta, Roeselare, Belgium
| | - Geert D'Haens
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands
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Hanzel J, Ma C, Peyrin-Biroulet L, Danese S, Sands BE, Jairath V. Differences Between the 2016 and 2022 Food and Drug Administration Guidance-Implications for Design and Interpretation of Clinical Trials in Ulcerative Colitis. CROHN'S & COLITIS 360 2024; 6:otae038. [PMID: 38948490 PMCID: PMC11212343 DOI: 10.1093/crocol/otae038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Indexed: 07/02/2024] Open
Abstract
Background In 2022, the Food and Drug Administration (FDA) updated its draft guidance for drug development in ulcerative colitis, replacing the version from 2016. Several changes from the 2016 version merit further discussion as they impact clinical trial design and the interpretation of trial results. Methods We compared both documents and critically appraised the changes and implications for future clinical trials. Results The 2022 guidance recommends full colonoscopy, rather than flexible sigmoidoscopy, to document disease activity in all involved segments of the colon. The concordance between the findings of the 2 procedures is very high and there is little evidence to support colonoscopy over sigmoidoscopy. The use of colonoscopy, rather than sigmoidoscopy, is also associated with a higher burden to trial participants who must undergo full bowel preparation, cost, and a potential for more adverse events. The definition of the Mayo endoscopic score of 0 was changed from the original publication to "normal appearance of mucosa," which suggests that endoscopic signs of prior disease, such as pseudopolyps and scarring, are incompatible with a score 0, even though they are not associated with active disease. The term "mucosal healing" has been abolished and histologic outcomes defined as exploratory. A welcome change is that shorter washout periods than 5 half-lives will be considered to reduce patient exposure to corticosteroids as bridging therapy. Conclusions The 2022 FDA draft guidance includes changes which for the most part are not informed by empirical evidence, which may ultimately complicate interpretation of future trials and preclude comparisons with past trials.
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Affiliation(s)
- Jurij Hanzel
- Department of Gastroenterology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Alimentiv Inc., London, Ontario, Canada
| | - Christopher Ma
- Alimentiv Inc., London, Ontario, Canada
- Division of Gastroenterology & Hepatology, Cumming School of Medicine, University of Calgary, Calgary, AL, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AL, Canada
| | - Laurent Peyrin-Biroulet
- INSERM, NGERE, University of Lorraine, Nancy, France
- INFINY Institute, Nancy University Hospital, Vandœuvre-lès-Nancy, France
- FHU-CURE, Nancy University Hospital, Vandœuvre-lès-Nancy, France
- GroupeHospitalier Privé Ambroise Paré – Hartmann, Paris IBD Center, Neuilly sur Seine, France
| | - Silvio Danese
- Gastroenterology and Gastrointestinal Endoscopy Unit, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Bruce E Sands
- Dr Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Vipul Jairath
- Alimentiv Inc., London, Ontario, Canada
- Department of Medicine, Division of Gastroenterology, University of Western Ontario, London, ON, Canada
- Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada
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Atreya R, Kühbacher T, Waldner MJ, Hirschmann S, Drvarov O, Abu Hashem R, Maaser C, Kucharzik T, Dinter J, Mertens J, Schramm C, Holler B, Mössner J, Suzuki K, Yokoyama J, Terai S, Uter W, Yoneyama H, Asakura H, Hibi T, Neurath MF. Submucosal Injection of the RNA Oligonucleotide GUT-1 in Active Ulcerative Colitis Patients: A Randomized, Double-Blind, Placebo-Controlled Phase 2a Induction Trial. J Crohns Colitis 2024; 18:406-415. [PMID: 37777210 DOI: 10.1093/ecco-jcc/jjad162] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 08/11/2023] [Accepted: 09/29/2023] [Indexed: 10/02/2023]
Abstract
BACKGROUND AND AIMS Carbohydrate sulfotransferase 15 [CHST15] biosynthesizes sulphated matrix glycosaminoglycans and is implicated in intestinal inflammation and fibrosis. Here, we evaluate the efficacy and safety of the double-stranded RNA oligonucleotide GUT-1, a specific blocker of CHST15, as induction therapy in patients with ulcerative colitis [UC]. METHODS In this randomized, double-blind, placebo-controlled, phase 2a study, we enrolled endoscopically active UC patients, refractory to conventional therapy, in five hospital centres across Germany. Patients were randomized 1:1:1 using a block randomized technique to receive a single dosing of 25 nM GUT-1, 250 nM GUT-1, or placebo by endoscopic submucosal injections. The primary outcome measure was improvement of endoscopic lesions at weeks 2 or 4. The secondary outcome measures included clinical and histological responses. Safety was assessed in all patients who received treatment. RESULTS Twenty-eight patients were screened, 24 were randomized, and 21 were evaluated. Endoscopic improvement at weeks 2 or 4 was achieved by 71.4% in the GUT-1 250 nM, 0% in the GUT-1 25 nM, and 28.6% in the placebo group. Clinical remission was shown by 57.1% in the GUT-1 250 nM, 0% in the GUT-1 25 nM, and 14.3% in the placebo groups. Histological improvement was shown by 42.9% in the GUT-1 250 nM, 0% in the GUT-1 25 nM, and 0% in the placebo groups. GUT-1 250 nM reduced CHST15 expression significantly and suppressed mucosal inflammation and fibrosis. GUT-1 application was well tolerated. CONCLUSION Single dosing by submucosal injection of GUT-1 repressed CHST15 mucosal expression and may represent a novel induction therapy by modulating tissue remodelling in UC.
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Affiliation(s)
- Raja Atreya
- Department of Medicine 1, University of Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, DZI, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Tanja Kühbacher
- Department of Internal Medicine/Gastroenterology, Asklepios Westklinikum, Hamburg, Germany
| | - Maximilian J Waldner
- Department of Medicine 1, University of Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, DZI, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Simon Hirschmann
- Department of Medicine 1, University of Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, DZI, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Oliver Drvarov
- Department of Internal Medicine/Gastroenterology, Asklepios Westklinikum, Hamburg, Germany
| | - Raed Abu Hashem
- Department of Internal Medicine/Gastroenterology, Asklepios Westklinikum, Hamburg, Germany
| | - Christian Maaser
- Klinik für Allgemeine Innere Medizin und Gastroenterologie, Klinikum Lüneburg, Lüneburg, Germany
| | - Torsten Kucharzik
- Klinik für Allgemeine Innere Medizin und Gastroenterologie, Klinikum Lüneburg, Lüneburg, Germany
| | - Johanna Dinter
- Klinik für Gastroenterologie und Hepatologie, Uniklinik Köln, Köln, Germany
| | - Jessica Mertens
- Klinik für Gastroenterologie und Hepatologie, Uniklinik Köln, Köln, Germany
| | - Christoph Schramm
- Klinik für Gastroenterologie und Hepatologie, Uniklinik Köln, Köln, Germany
| | - Babett Holler
- Klinik und Poliklinik für Gastroenterologie und Rheumatologie, Universitätsklinikum Leipzig, Leipzig, Germany
| | - Joachim Mössner
- Klinik und Poliklinik für Gastroenterologie und Rheumatologie, Universitätsklinikum Leipzig, Leipzig, Germany
| | - Kenji Suzuki
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, Niigata city, Niigata, Japan
| | - Junji Yokoyama
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, Niigata city, Niigata, Japan
| | - Shuji Terai
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, Niigata city, Niigata, Japan
| | - Wolfgang Uter
- Institut für Medizininformatik, Biometrie und Epidemiologie, University of Erlangen-Nürnberg, Erlangen, Germany
| | | | - Hitoshi Asakura
- Department of Gastroenterology, Niigata University Medical and Dental Hospital, Niigata city, Niigata, Japan
| | - Toshifumi Hibi
- Center for Advanced IBD Research and Treatment, Kitasato Institute Hospital, Kitasato University, Minato-city, Tokyo, Japan
| | - Markus F Neurath
- Department of Medicine 1, University of Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, DZI, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
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Wan Q, Huang J, Xiao Q, Zhang Z, Zhang Z, Huang L, Deng Y, Deng B, Zhao H, Zhong Y, Liu D. Astragalus Polysaccharide Alleviates Ulcerative Colitis by Regulating the Balance of mTh17/mTreg Cells through TIGIT/CD155 Signaling. Molecules 2024; 29:241. [PMID: 38202824 PMCID: PMC10780736 DOI: 10.3390/molecules29010241] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/29/2023] [Accepted: 12/29/2023] [Indexed: 01/12/2024] Open
Abstract
The balance between memory Th17 cells (mTh17) and memory Treg cells (mTreg) plays a key role in the pathogenesis of ulcerative colitis (UC), and TIGIT signaling is involved in the differentiation of mTh17/mTreg cells. Astragalus polysaccharide (APS) has good immunomodulatory and anti-inflammatory effects. Here, the regulatory effects and potential mechanisms of APS on mTh17/mTreg cells in UC are explored. A UC model was induced with dextran sulfate sodium (DSS) and treated simultaneously with APS (200 mg/kg/day) for 10 days. After APS treatment, the mice showed a significant increase in colonic length and a significant decrease in colonic weight, colonic weight index and colonic weight/colonic length, and more intact mucosa and lighter inflammatory cell infiltration. Notably, APS significantly down-regulated the percentages of Th17 (CD4+CCR6+), cmTh17 (CD4+CCR7+CCR6+) and emTh17 (CD4+CCR7-CCR6+) cells and significantly up-regulated the percentages of cmTreg (CD4+CCR7+Foxp3+) and emTreg (CD4+CCR7-Foxp3+) cells in the mesenteric lymph nodes of the colitis mice. Importantly, APS reversed the expression changes in the TIGIT molecule on mTh17/mTreg cells in the colitis mice with fewer CD4+CCR6+TIGIT+, CD4+CCR7-CCR6+TIGIT+ and CD4+CCR7-CCR6+TIGIT+ cells and more CD4+Foxp3+TIGIT+, CD4+CCR7-Foxp3+TIGIT+ and CD4+CCR7-Foxp3+TIGIT+ cells. Meanwhile, APS significantly inhibited the protein expression of the TIGIT ligands CD155, CD113 and CD112 and downstream proteins PI3K and AKT in the colon tissues of the colitis mice. In conclusion, APS effectively alleviated DSS-induced UC in mice by regulating the balance between mTh17/mTreg cells, which was mainly achieved through regulation of the TIGIT/CD155 signaling pathway.
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Affiliation(s)
- Qi Wan
- Department of Postgraduate, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Q.W.); (J.H.); (Z.Z.); (Z.Z.); (L.H.)
| | - Jiaqi Huang
- Department of Postgraduate, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Q.W.); (J.H.); (Z.Z.); (Z.Z.); (L.H.)
| | - Qiuping Xiao
- College of Pharmacy, Jiangxi University of Chinese Medicine, Nanchang 330004, China;
| | - Zeyun Zhang
- Department of Postgraduate, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Q.W.); (J.H.); (Z.Z.); (Z.Z.); (L.H.)
| | - Zheyan Zhang
- Department of Postgraduate, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Q.W.); (J.H.); (Z.Z.); (Z.Z.); (L.H.)
| | - Li Huang
- Department of Postgraduate, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Q.W.); (J.H.); (Z.Z.); (Z.Z.); (L.H.)
| | - Yifei Deng
- College of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Y.D.); (B.D.); (H.Z.)
| | - Bailing Deng
- College of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Y.D.); (B.D.); (H.Z.)
| | - Haimei Zhao
- College of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Y.D.); (B.D.); (H.Z.)
| | - Youbao Zhong
- Department of Postgraduate, Jiangxi University of Chinese Medicine, Nanchang 330004, China; (Q.W.); (J.H.); (Z.Z.); (Z.Z.); (L.H.)
- Laboratory Animal Research Center for Science and Technology, Jiangxi University of Chinese Medicine, Nanchang 330004, China
| | - Duanyong Liu
- Formula-Pattern Research Center, Jiangxi University of Chinese Medicine, Nanchang 330004, China
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31
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Saruta M, Kawaguchi I, Ogawa Y, Sanchez Gonzalez Y, Numajiri N, Tang X, Miller R. Assessing the economics of biologic and small molecule therapies for the treatment of moderate to severe ulcerative colitis in Japan: a cost per responder analysis of upadacitinib. J Med Econ 2024; 27:566-574. [PMID: 38512101 DOI: 10.1080/13696998.2024.2333683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 03/19/2024] [Indexed: 03/22/2024]
Abstract
AIM Patients with moderately to severely active ulcerative colitis have an increasing number of advanced therapy options including several biologics and Janus kinase inhibitors. Though data on efficacy and safety of these advanced therapies are available, less is known about the potential economic implications of their utilization in Japan. We evaluated the relative value of these advanced therapies in Japan using a locally developed cost per responder model. METHODS A model was developed using relevant clinical endpoints and treatment costs to calculate cost per responder of all advanced therapies used for moderately to severely active ulcerative colitis treatment in Japan. Cost per responder was assessed in biologic-naïve and biologic-exposed populations, respectively. The model incorporated induction and maintenance therapy pathways as patients progressed through based on efficacy rates (clinical response, clinical remission and endoscopic improvement). Total costs for induction and maintenance included: drug acquisition, drug administration and serious adverse event management (as necessary) for responders, with additional rescue treatment cost only for non-responders. RESULTS Upadacitinib showed lower cost per clinical response and cost per clinical remission across both biologic-naïve and biologic-exposed populations with only one exemption in cost per clinical remission in biologic-naïve population. In addition, upadacitinib demonstrated lower cost per endoscopic improvement in both populations. Janus kinase inhibitors outperformed with lower cost per responder than other mediations across all outcomes and patient populations with the exception of tofacitinib for clinical remission in biologic-exposed UC population. LIMITATIONS Comparative data used in this analysis have been derived from network meta-analysis, not from direct comparison. CONCLUSIONS The results of this cost per responder analysis suggest upadacitinib is a cost-effective option for the first- and second-line treatment of moderately to severely active ulcerative colitis in Japan.
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Affiliation(s)
- Masayuki Saruta
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
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Lebwohl B, Ma C, Lagana SM, Pai RK, Baker KA, Zayadi A, Hogan M, Bouma G, Cellier C, Goldsmith JD, Lundin KEA, Pinto-Sanchez MI, Robert ME, Rubio-Tapia A, Sanders DS, Schaeffer DF, Semrad CE, Silvester JA, Verdú EF, Verma R, Wu TT, Feagan BG, Crowley E, Jairath V, Murray JA. Standardizing Randomized Controlled Trials in Celiac Disease: An International Multidisciplinary Appropriateness Study. Gastroenterology 2024; 166:88-102. [PMID: 37704112 PMCID: PMC12055257 DOI: 10.1053/j.gastro.2023.08.051] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 08/22/2023] [Accepted: 08/30/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND & AIMS There is a need to develop safe and effective pharmacologic options for the treatment of celiac disease (CeD); however, consensus on the appropriate design and configuration of randomized controlled trials (RCTs) in this population is lacking. METHODS A 2-round modified Research and Development/University of California Los Angeles Appropriateness Method study was conducted. Eighteen gastroenterologists (adult and pediatric) and gastrointestinal pathologists voted on statements pertaining to the configuration of CeD RCTs, inclusion and exclusion criteria, gluten challenge, and trial outcomes. Two RCT designs were considered, representing the following distinct clinical scenarios for which pharmacotherapy may be used: trials incorporating a gluten challenge to simulate exposure; and trials evaluating reversal of histologic changes, despite attempted adherence to a gluten-free diet. Each statement was rated as appropriate, uncertain, or inappropriate, using a 9-point Likert scale. RESULTS For trials evaluating prevention of relapse after gluten challenge, participants adherent to a gluten-free diet for 12 months or more with normal or near-normal-sized villi should be enrolled. Gluten challenge should be FODMAPS (fermentable oligosaccharides, disaccharides, monosaccharides, and polyols) free, and efficacy evaluated using histology with a secondary patient-reported outcome measure. For trials evaluating reversal of villus atrophy, the panel voted it appropriate to enroll participants with a baseline villus height to crypt depth ratio ≤2 and measure efficacy using a primary histologic end point. Guidance for measuring histologic, endoscopic, and patient-reported outcomes in adult and pediatric patients with CeD are provided, along with recommendations regarding the merits and limitations of different end points. CONCLUSIONS We developed standardized recommendations for clinical trial design, eligibility criteria, outcome measures, gluten challenge, and disease evaluations for RCTs in patients with CeD.
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Affiliation(s)
- Benjamin Lebwohl
- Celiac Disease Center, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, New York; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York.
| | - Christopher Ma
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Alimentiv Inc, London, Ontario, Canada.
| | - Stephen M Lagana
- Department of Pathology and Cell Biology, Columbia University, New York, New York
| | - Rish K Pai
- Department of Pathology and Laboratory Medicine, Mayo Clinic Arizona, Scottsdale, Arizona
| | | | | | | | - Gerd Bouma
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Vrije Universiteit Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam, The Netherlands
| | - Christophe Cellier
- Department of Gastroenterology, University of Paris-Cité, Georges-Pompidou European Hospital, Assistance Publique des Hôpitaux de Paris, Paris, France
| | | | - Knut E A Lundin
- Norwegian Coeliac Disease Research Centre, University of Oslo Faculty of Medicine, Oslo, Norway; Department of Gastroenterology, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Maria I Pinto-Sanchez
- Department of Medicine, Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Marie E Robert
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Alberto Rubio-Tapia
- Celiac Disease Program, Division of Gastroenterology, Hepatology, and Nutrition, Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, Ohio
| | - David S Sanders
- Academic Unit of Gastroenterology, Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - David F Schaeffer
- Department of Pathology and Laboratory Medicine, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Carol E Semrad
- Department of Gastroenterology, University of Chicago, Chicago, Illinois
| | - Jocelyn A Silvester
- Harvard Celiac Research Program, Harvard Medical School, Boston, Massachusetts; Division of Gastroenterology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts; Celiac Disease Center, Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Elena F Verdú
- Department of Medicine, Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Ritu Verma
- Department of Pediatrics, Section of Gastroenterology, Hepatology and Nutrition, The University of Chicago, Chicago, Illinois
| | - Tsung-Teh Wu
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Brian G Feagan
- Alimentiv Inc, London, Ontario, Canada; Division of Gastroenterology, Department of Medicine, Western University, London, Ontario, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Eileen Crowley
- Alimentiv Inc, London, Ontario, Canada; Division of Pediatric Gastroenterology, Department of Pediatrics, Children's Hospital Western Ontario, London Health Sciences Centre, Western University, London, Ontario, Canada
| | - Vipul Jairath
- Alimentiv Inc, London, Ontario, Canada; Division of Gastroenterology, Department of Medicine, Western University, London, Ontario, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Joseph A Murray
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
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Pai RK, D'Haens G, Kobayashi T, Sands BE, Travis S, Jairath V, De Hertogh G, Park B, McGinnis K, Redondo I, Lipitz NG, Gibble TH, Magro F. Histologic assessments in ulcerative colitis: the evidence behind a new endpoint in clinical trials. Expert Rev Gastroenterol Hepatol 2024; 18:73-87. [PMID: 38509826 DOI: 10.1080/17474124.2024.2326838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 03/01/2024] [Indexed: 03/22/2024]
Abstract
INTRODUCTION Treatment goals for ulcerative colitis (UC) are evolving from the achievement of clinical remission to more rigorous goals defined by endoscopic and histologic healing. Achievement of deeper remission targets aims to reduce the risk of colectomy, hospitalizations, and colorectal cancer. AREAS COVERED This review covers histologic assessments, histologic remission as a clinical trial endpoint, and the association between histologic disease activity and clinical outcomes. Future directions are also discussed, including the use of advanced imaging and artificial intelligence technologies, as well as potential future treatment targets beyond histologic remission. EXPERT OPINION Histologic assessments are used for their sensitivity in measuring mucosal inflammatory changes in UC. Due to correlation with disease activity, histologic assessments may support clinical decision-making regarding treatment decisions as such assessments can be associated with rates of clinical relapse, hospitalization, colectomy, and neoplasia. While histologic remission is limited by varying definitions and multiple histologic indices, work is ongoing to create a consensus on the use of histologic assessments in clinical trials. As research advances, aspirational targets beyond histologic remission, such as molecular healing and disease clearance, are being explored.
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Affiliation(s)
- Rish K Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Phoenix, AZ, USA
| | - Geert D'Haens
- Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Taku Kobayashi
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Bruce E Sands
- Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Simon Travis
- Kennedy Institute and Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Vipul Jairath
- Division of Gastroenterology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Gert De Hertogh
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Bomina Park
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | | | | | - Fernando Magro
- CINTESIS@RISE, Departmento, Faculty of Medicine of the University of Porto, Porto, Portugal
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Parigi TL, Cannatelli R, Nardone OM, Zammarchi I, Shivaji U, Furfaro F, Zardo D, Spaggiari P, Del Sordo R, Setti O, Majumder S, Smith SCL, Danese S, Armuzzi A, Villanacci V, Ghosh S, Iacucci M. Neutrophil-only Histological Assessment of Ulcerative Colitis Correlates with Endoscopic Activity and Predicts Long-term Outcomes in a Multicentre Study. J Crohns Colitis 2023; 17:1931-1938. [PMID: 37390319 PMCID: PMC10798862 DOI: 10.1093/ecco-jcc/jjad110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Indexed: 07/02/2023]
Abstract
BACKGROUNDS AND AIMS Absence of neutrophils is the minimum standard to consider histological remission of ulcerative colitis [UC]. The PICaSSO Histological Remission Index [PHRI] is a new simple index for UC, based only on the detection of neutrophils. We evaluate PHRI's correlation with endoscopy and its prognostic value compared with other established indices. METHODS Consecutive patients with UC underwent colonoscopy at two referral centres [Birmingham, UK, and Milan, Italy,] and were followed up for 2 years. Correlation between histology (PHRI, Nancy [NHI], and Robarts [RHI] indexes) and endoscopy (Mayo Endoscopic Score [MES], Ulcerative Colitis Endoscopic Index of Severity [UCEIS], and PICaSSO index) was calculated as Spearman coefficients. Diagnostic performance of endoscopy was assessed with receiver operating characteristic [ROC] curves and outcome stratification with Kaplan-Meier curves. RESULTS A total of 192 patients with UC was enrolled, representing all grades of endoscopic severity. Correlation between histology and endoscopy did not differ significantly when using PHRI instead of NHI or RHI. In particular, PHRI's correlation with MES, UCEIS, and PICaSSO was 0.745, 0.718, and 0.694, respectively. Endoscopically-assessed remission reflected the absence of neutrophils [PHRI = 0] with areas under the ROC curve of 0.905, 0.906, and 0.877 for MES, UCEIS, and PICaSSO, respectively. The hazard ratio for disease flare between patients in histological activity/remission was statistically similar [p >0.05] across indexes [2.752, 2.706, and 2.871 for RHI, NHI, and PHRI, respectively]. CONCLUSION PHRI correlates with endoscopy and stratifies risk of relapse similarly to RHI and NHI. Neutrophil-only assessment of UC is a simple yet viable alternative to established histological scores.
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Affiliation(s)
- Tommaso L Parigi
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- Department of Immunology, Transplantation and Infectious Diseases, University Vita-Salute San Raffaele, Milan, Italy
| | - Rosanna Cannatelli
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- Gastroenterology Unit, Department of Biomedical and Clinical Sciences ‘L. Sacco’, University of Milan, Milan, Italy
| | - Olga M Nardone
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- Gastroenterology, Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Irene Zammarchi
- Dipartimento Medicina Interna e Terapia Medica, University of Pavia, Pavia, Italy
- Gastroenterology Unit, ASST-Spedali Civili Brescia, Brescia, Italy
| | - Uday Shivaji
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Gastroenterology, Birmingham, UK
| | - Federica Furfaro
- Department of Gastroenterology and Digestive Endoscopy, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Davide Zardo
- Department of Pathology, San Bortolo Hospital, Vicenza, Italy
| | - Paola Spaggiari
- Pathology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Rachele Del Sordo
- Department of Medicine and Surgery, Section of Anatomic Pathology and Histology, Medical School, University of Perugia, Perugia, Italy
| | - Orsola Setti
- Institute of Pathology, ASST-Spedali Civili Brescia, Brescia, Italy
| | - Snehali Majumder
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Samuel C L Smith
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Gastroenterology, Birmingham, UK
| | - Silvio Danese
- Department of Immunology, Transplantation and Infectious Diseases, University Vita-Salute San Raffaele, Milan, Italy
- Department of Gastroenterology and Digestive Endoscopy, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Alessandro Armuzzi
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IBD Center, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | - Subrata Ghosh
- College of Medicine and Health, University College Cork, and APC Microbiome Ireland, Cork, Ireland
| | - Marietta Iacucci
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University College Cork, and APC Microbiome Ireland, Cork, Ireland
- Division of Gastroenterology, NIHR Birmingham Biomedical Research Centre, Birmingham, UK
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Burisch J, Safroneeva E, Laoun R, Ma C. Lack of Benefit for Early Escalation to Advanced Therapies in Ulcerative Colitis: Critical Appraisal of Current Evidence. J Crohns Colitis 2023; 17:2002-2011. [PMID: 37345930 PMCID: PMC10798867 DOI: 10.1093/ecco-jcc/jjad106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Indexed: 06/23/2023]
Abstract
Although ulcerative colitis [UC] shares many common pathways and therapeutic options with Crohn's disease [CD], CD patients are four times more likely to undergo surgery 10 years into their disease in the biological era and are more likely to have extraintestinal manifestations than UC patients. Early treatment in CD has been demonstrated to modify the natural history of the disease and potentially delay surgery. Previous reviews on this topic have borrowed their evidence from CD to make UC-specific recommendations. This review highlights the emergence of UC-specific data from larger cohort studies and a comprehensive individual patient data systemic review and meta-analysis to critically appraise evidence on the utility of early escalation to advanced therapies with respect to short-, medium-, and long-term outcomes. In UC, the utility of the early escalation concept for the purposes of changing the natural history, including reducing colectomy and hospitalizations, is not supported by the available data. Data on targeting clinical, biochemical, endoscopic, and histological outcomes are needed to demonstrate that they are meaningful with regard to achieving reductions in hospitalization and surgery, improving quality of life, and minimizing disability. Analyses of different populations of UC patients, such as those with 'relapsing & remitting' disease or with severe or complicated disease course, are urgently needed. The costs and risk/benefit profile of some of the newer advanced therapies should be carefully considered. In this clinical landscape, it appears premature to advocate an indiscriminate 'one size fits all' approach to escalating to advanced therapies early during the course of UC.
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Affiliation(s)
- Johan Burisch
- Gastro Unit, Medical Division, Copenhagen University Hospital – Amager and Hvidovre, Hvidovre, Denmark
- Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Copenhagen University Hospital – Amager and Hvidovre, Hvidovre, Denmark
| | - Ekaterina Safroneeva
- Tillotts Pharma AG, Rheinfelden, Switzerland
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | | | - Christopher Ma
- Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
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Jucan AE, Gavrilescu O, Dranga M, Popa IV, Mihai IR, Mihai VC, Stefanescu G, Drug VL, Prelipcean CC, Vulpoi RA, Barboi OB, Ciortescu I, Mihai C. Evaluation of Disease Activity in Inflammatory Bowel Disease: Diagnostic Tools in the Assessment of Histological Healing. Biomedicines 2023; 11:3090. [PMID: 38002090 PMCID: PMC10669373 DOI: 10.3390/biomedicines11113090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 11/10/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023] Open
Abstract
Inflammatory bowel disease (IBD) comprises two types of chronic intestinal disorders: Crohn's disease and ulcerative colitis. In long-standing ulcerative colitis disease activity, histological persistent inflammation has been linked to an increased risk of relapse, and long-term corticosteroid use, even when endoscopic remission is reached. In Crohn's disease, the discontinuous nature of lesions and transmural inflammation have limited the standardized histological assessment. The current evidence from research proposes that besides clinical and endoscopic healing, the achievement of histological healing constitutes an endpoint to assess disease activity and remission in IBD patients concerning better long-term disease outcomes. Histological alterations may persist even in the absence of endoscopic lesions. For these reasons, new advanced techniques promise to revolutionize the field of IBD by improving the endoscopic and histologic assessment, disease characterization, and ultimately patient care, with an established role in daily practice for objective assessment of lesions. This review outlines the importance of including microscopic evaluation in IBD, highlighting the clinical benefits of a deep state of disease remission using validated diagnostic methods and scoring systems for daily clinical practice.
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Affiliation(s)
- Alina Ecaterina Jucan
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Otilia Gavrilescu
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Mihaela Dranga
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Iolanda Valentina Popa
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Ioana-Ruxandra Mihai
- Department of Rheumatology and Rehabilitation, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania;
| | - Vasile-Claudiu Mihai
- Department of Radiology, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania;
| | - Gabriela Stefanescu
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Vasile Liviu Drug
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Cristina Cijevschi Prelipcean
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
| | - Radu-Alexandru Vulpoi
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Oana-Bogdana Barboi
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Irina Ciortescu
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
| | - Catalina Mihai
- Department of Gastroenterology, Saint Spiridon County Hospital, 700111 Iasi, Romania; (O.G.); (G.S.); (V.L.D.); (C.C.P.); (O.-B.B.); (I.C.); (C.M.)
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania; (I.V.P.); (R.-A.V.)
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McBride RB, Suarez-Farinas M, Ko HM, Chen X, Liu Q, Harpaz N. Density of Biopsy Sampling Required to Ensure Accurate Histological Assessment of Inflammation in Active Ulcerative Colitis. Inflamm Bowel Dis 2023; 29:1706-1712. [PMID: 37075483 PMCID: PMC10628920 DOI: 10.1093/ibd/izad063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Indexed: 04/21/2023]
Abstract
BACKGROUND Histological response to treatment is an important outcome in patients with ulcerative colitis (UC). The accuracy of biopsy-based measurements of inflammation may be limited by error imposed by natural microscopic heterogeneity on the scale of individual biopsies. We determined the magnitude of this error, its histological correlates, and the density of biopsy sampling within mucosal regions of interest required to meet specified benchmarks for accuracy. METHODS A total of 994 sequential 1-mm digital microscopic images (virtual biopsies) from consecutive colectomies from patients with clinically severe UC were scored by 2 pathologists. Agreement statistics for Geboes subscores and Nancy (NHI) and Robarts Histological Indices (RHI) between random samples from 1 to 10 biopsies and a reference mean score across a 2-cm region of mucosa were calculated using bootstrapping with 2500 iterations. RESULTS The agreement statistics improved across all indices as the biopsy density increased, with the largest proportional gains occurring with addition of the second and third biopsies. One biopsy achieved moderate to good agreement with 95% confidence for NHI and RHI corresponding to scale-specific errors of 0.40 (0.25-0.66) and 3.02 (2.08-5.36), respectively; and 3 biopsies achieved good agreement with 95% confidence corresponding to scale-specific errors of 0.22 (0.14-0.39) and 1.87 (1.19-3.25), respectively. Of the individual histological features, erosions and ulcers had the greatest impact on the agreement statistics. CONCLUSIONS In the setting of active colitis, up to 3 biopsy samples per region of interest may be required to overcome microscopic heterogeneity and ensure accurate histological grading.
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Affiliation(s)
- Russell B McBride
- Department of Pathology, Molecular and Cell-Based Medicine and Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mayte Suarez-Farinas
- Department of Population Health Science and Policy and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Huaibin M Ko
- Department of Pathology and Laboratory Medicine at Columbia University, New York, NY, USA
| | - Xiuxu Chen
- Department of Pathology and Laboratory Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Qingqing Liu
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Noam Harpaz
- Department of Pathology, Molecular and Cell-Based Medicine and Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Chang S, Hong S, Hudesman D, Remzi F, Sun K, Cao W, Kani HT, Axelrad J, Sarkar SA. Histologic Predictors of Clinical Outcomes and Healthcare Utilization in Patients With Ileal Pouch-Anal Anastomosis. Inflamm Bowel Dis 2023; 29:1769-1777. [PMID: 36702534 PMCID: PMC10628915 DOI: 10.1093/ibd/izac277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Indexed: 01/28/2023]
Abstract
BACKGROUND The prognostic significance of histology in ileal pouch-anal anastomosis (IPAA) remains unclear. The aim of this study was to evaluate if histologic variables are predictive of IPAA clinical outcomes and healthcare utilization. METHODS This was a retrospective cohort study of patients with IPAA undergoing surveillance pouchoscopy at a tertiary care institution. Pouch body biopsies were reviewed by gastrointestinal pathologists, who were blinded to clinical outcomes, for histologic features of acute or chronic inflammation. Charts were reviewed for clinical outcomes including development of acute pouchitis, chronic pouchitis, biologic or small molecule initiation, hospitalizations, and surgery. Predictors of outcomes were analyzed using univariable and multivariable logistic and Cox regression. RESULTS A total of 167 patients undergoing surveillance pouchoscopy were included. Polymorphonuclear leukocytes (odds ratio [OR], 1.67), ulceration and erosion (OR, 2.44), chronic inflammation (OR, 1.97), and crypt distortion (OR, 1.89) were associated with future biologic or small molecule initiation for chronic pouchitis. Loss of goblet cells was associated with development of chronic pouchitis (OR, 4.65). Pyloric gland metaplasia was associated with hospitalizations (OR, 5.24). No histologic variables were predictive of development of acute pouchitis or surgery. In an exploratory subgroup analysis of new IPAA (<1 year), loss of goblet cells was associated with acute pouchitis (OR, 14.86) and chronic pouchitis (OR, 12.56). Pyloric gland metaplasia was again associated with hospitalizations (OR, 13.99). CONCLUSIONS Histologic findings may be predictive of IPAA outcomes. Pathologists should incorporate key histologic variables into pouchoscopy pathology reports. Clinicians may need to more closely monitor IPAA patients with significant histologic findings.
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Affiliation(s)
- Shannon Chang
- Division of Gastroenterology, New York University Grossman School of Medicine, New York, NY, USA
| | - Simon Hong
- Division of Gastroenterology, New York University Grossman School of Medicine, New York, NY, USA
| | - David Hudesman
- Division of Gastroenterology, New York University Grossman School of Medicine, New York, NY, USA
| | - Feza Remzi
- Department of Colorectal Surgery, New York University Langone Health, New York, NY, USA
| | - Katherine Sun
- Department of Pathology, New York University Langone Health, New York, NY, USA; and
| | - Wenqing Cao
- Department of Pathology, New York University Langone Health, New York, NY, USA; and
| | - H Tarik Kani
- Division of Gastroenterology, New York University Grossman School of Medicine, New York, NY, USA
- Department of Gastroenterology, School of Medicine, Marmara University, Istanbul, Turkey
| | - Jordan Axelrad
- Division of Gastroenterology, New York University Grossman School of Medicine, New York, NY, USA
| | - Suparna A Sarkar
- Department of Pathology, New York University Langone Health, New York, NY, USA; and
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Wong R, Qin L, Pan Y, Mahtani P, Longman R, Lukin D, Scherl E, Battat R. Higher Adalimumab Trough Levels Are Associated with Histologic Remission and Mucosal Healing in Inflammatory Bowel Disease. J Clin Med 2023; 12:6796. [PMID: 37959261 PMCID: PMC10647216 DOI: 10.3390/jcm12216796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/14/2023] [Accepted: 10/20/2023] [Indexed: 11/15/2023] Open
Abstract
(1) Many patients with inflammatory bowel disease (IBD) in endoscopic remission have persistent histologic activity, which is associated with worse outcomes. There are limited data on the association between adalimumab drug concentrations and histologic outcomes using validated histologic indices. We aimed to assess the relationship between adalimumab concentrations and the Robarts Histopathology Index (RHI). (2) Patients from a tertiary IBD center from 2013 to 2020 with serum adalimumab (ADA) trough concentrations measured during maintenance therapy (≥14 weeks) and a colonoscopy or flexible sigmoidoscopy with biopsies performed within 90 days of drug level were included. Blinded histologic scoring using the RHI was performed. Primary analysis assessed the relationship between adalimumab drug concentrations and histologic remission using receiver operating characteristic curve analysis. (3) In 36 patients (26 Crohn's Disease, 9 ulcerative colitis, 1 indeterminate), median adalimumab concentrations were higher (17.3 ug/mL, 12.2-24.0) in patients with histologic remission compared to those without (10.3 ug/mL, 6.8-13.9, p = 0.008). The optimal ADA concentration identified using the Youden threshold was ≥16.3 ug/mL (sensitivity 70%, specificity 90%). Patients with ADA ≥ 16.3 ug/mL had higher histologic remission rates (78%) compared to lower ADA concentrations (14%, p= 0.002), as well as higher mucosal healing rates (86%) compared to lower levels (12%, p = 0.001). Symptoms correlated weakly and non-significantly with both histologic (RHI) scores (r = 0.25, p = 0.2) and adalimumab concentrations (r = 0.05, p = 0.8). (4) The current study demonstrated that higher serum adalimumab concentrations (≥16.3 ug/mL) are needed for histologic remission and mucosal healing assessed using the RHI.
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Affiliation(s)
- Rochelle Wong
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Lihui Qin
- Department of Pathology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Yushan Pan
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Prerna Mahtani
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Randy Longman
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Dana Lukin
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Ellen Scherl
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Robert Battat
- Division of Gastroenterology, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
- Division of Gastroenterology, Centre Hospitalier de l’Universite de Montreal, Montreal, QC H2X 0C1, Canada
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Magro F, Pai RK, Kobayashi T, Jairath V, Rieder F, Redondo I, Lissoos T, Morris N, Shan M, Park M, Peyrin-Biroulet L. Resolving Histological Inflammation in Ulcerative Colitis With Mirikizumab in the LUCENT Induction and Maintenance Trial Programmes. J Crohns Colitis 2023; 17:1457-1470. [PMID: 37057827 PMCID: PMC10588772 DOI: 10.1093/ecco-jcc/jjad050] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Indexed: 04/15/2023]
Abstract
BACKGROUND AND AIMS To evaluate the effect of mirikizumab, a p19-targeted anti-interleukin-23, on histological and/or endoscopic outcomes in moderately-to-severely active ulcerative colitis [UC]. METHODS Endoscopic remission [ER], histological improvement [HI], histological remission [HR], histological-endoscopic mucosal improvement [HEMI], and histological-endoscopic mucosal remission [HEMR] were assessed at Week [W]12 [LUCENT-1: N = 1162, induction] and W40 [LUCENT-2: N = 544, maintenance] for patients randomised to mirikizumab or placebo. Analyses were performed to evaluate predictors of: HEMI at W12 with mirikizumab and HEMR at W40 in patients re-randomised to subcutaneous [SC] mirikizumab; associations between W12 histological/endoscopic endpoints and W40 outcomes in mirikizumab responders re-randomised to mirikizumab SC; and associations between W40 endoscopic normalisation [EN] with/without HR. RESULTS Significantly more patients treated with mirikizumab achieved HI, HR, ER, HEMI, and HEMR vs placebo [p <0.001], irrespective of prior biologic/tofacitinib failure [p <0.05]. Lower clinical baseline disease activity, female sex, no baseline immunomodulator use, and no prior biologic/tofacitinib failure were predictors of HEMI at W12 [p <0.05]. Corticosteroid use and longer disease duration were negative predictors of achieving HEMR at W40 [p <0.05]. W12 HI, HR, or ER was associated with W40 HEMI or HEMR [p <0.05]; ER at W12 was associated with clinical remission [CR] [p <0.05] and corticosteroid-free remission [CSFR] at W40 [p = 0.052]. HR and HEMR at W12 were associated with CSFR, CR, and symptomatic remission at W40. Alternate HEMR [EN + HR] at W40 was associated with bowel urgency remission at W40 [p <0.05]. CONCLUSIONS Early resolution of endoscopic and histological inflammation with mirikizumab is associated with better UC outcomes. Clinicaltrials.gov: LUCENT-1, NCT03518086; LUCENT-2, NCT03524092.
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Affiliation(s)
- Fernando Magro
- Department of Gastroenterology, University Hospital São João, Porto, Portugal
- CINTESIS@RISE - Health Research Network, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Rish K Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Scottsdale, AZ, USA
| | - Taku Kobayashi
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Minato-ku, Tokyo, Japan
| | - Vipul Jairath
- Division of Gastroenterology, Department of Medicine, Western University, London, ON, Canada
- Alimentiv Inc., London, ON, Canada
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Florian Rieder
- Department of Gastroenterology, Hepatology and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Isabel Redondo
- Eli Lilly Portugal, Produtos Farmacêuticos Lda., Lisbon, Portugal
| | | | | | | | | | - Laurent Peyrin-Biroulet
- University of Lorraine, Inserm, NGERE, Nancy, and Groupe Hospitalier Privé Ambroise Paré - Hartmann, Paris IBD Center, Neuilly sur Seine, France
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Hanzel J, Ma C, Jairath V. Mirikizumab for the treatment of moderate to severe ulcerative colitis. Immunotherapy 2023; 15:1199-1208. [PMID: 37465925 DOI: 10.2217/imt-2023-0012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2023] Open
Abstract
Despite a growing number of available therapeutic options for ulcerative colitis (UC), up to 50% of patients do not respond to initial treatment or lose response over time, highlighting the need for novel therapies. The IL-23 pathway has emerged as an important therapeutic target for UC. Mirikizumab is a humanized IgG4 monoclonal antibody against the p19 subunit of IL-23, dosed intravenously during induction and subcutaneously during maintenance. It is effective for the induction and maintenance of remission in moderately to severely active UC, including patients with prior failure of biological or tofacitinib therapy. Like other IL-23 antagonists, mirikizumab has a favorable safety profile. It is the first agent of its class to receive regulatory approval for moderately to severely active UC in Europe.
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Affiliation(s)
- Jurij Hanzel
- Department of Gastroenterology, Faculty of Medicine, University of Ljubljana, Ljubljana, 1000, Slovenia
- Alimentiv Inc, London, Ontario, N6A 5B6, Canada
| | - Christopher Ma
- Alimentiv Inc, London, Ontario, N6A 5B6, Canada
- Departments of Medicine & Community Health Sciences, Division of Gastroenterology & Hepatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, T2N 4Z6, Canada
| | - Vipul Jairath
- Alimentiv Inc, London, Ontario, N6A 5B6, Canada
- Schulich School of Medicine & Dentistry, Western University, London, Ontario, N6A 5C1, Canada
- Department of Epidemiology & Biostatistics, Western University, London, Ontario, N6G 2M1, Canada
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Lutnick B, Ramon AJ, Ginley B, Csiszer C, Kim A, Flament I, Damasceno PF, Cornibe J, Parmar C, Standish K, Carrasco-Zevallos O, Yip SS. Accelerating pharmaceutical R&D with a user-friendly AI system for histopathology image analysis. J Pathol Inform 2023; 14:100337. [PMID: 37860714 PMCID: PMC10582575 DOI: 10.1016/j.jpi.2023.100337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 08/08/2023] [Accepted: 09/19/2023] [Indexed: 10/21/2023] Open
Abstract
A system for analysis of histopathology data within a pharmaceutical R&D environment has been developed with the intention of enabling interdisciplinary collaboration. State-of-the-art AI tools have been deployed as easy-to-use self-service modules within an open-source whole slide image viewing platform, so that non-data scientist users (e.g., clinicians) can utilize and evaluate pre-trained algorithms and retrieve quantitative results. The outputs of analysis are automatically cataloged in the database to track data provenance and can be viewed interactively on the slide as annotations or heatmaps. Commonly used models for analysis of whole slide images including segmentation, extraction of hand-engineered features for segmented regions, and slide-level classification using multi-instance learning are included and new models can be added as needed. The source code that supports running inference with these models internally is backed up by a robust CI/CD pipeline to ensure model versioning, robust testing, and seamless deployment of the latest models. Examples of the use of this system in a pharmaceutical development workflow include glomeruli segmentation, enumeration of podocyte count from WT-1 immuno-histochemistry, measurement of beta-1 integrin target engagement from immunofluorescence, digital glomerular phenotyping from periodic acid-Schiff histology, PD-L1 score prediction using multi-instance learning, and the deployment of the open-source Segment Anything model to speed up annotation.
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Affiliation(s)
| | | | | | | | - Alex Kim
- Janssen R&D, Data Sciences, Raritan, NJ 08869, USA
| | - Io Flament
- Janssen R&D, Data Sciences, Raritan, NJ 08869, USA
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Rubio CA, Lang-Schwarz C, Matek C, Kamaradova K, Vieth M. The Number of Colon Crypts in Digital Mucosal Samples: A New Independent Parameter for Diagnosing Ulcerative Colitis. CANCER DIAGNOSIS & PROGNOSIS 2023; 3:533-537. [PMID: 37671307 PMCID: PMC10475918 DOI: 10.21873/cdp.10251] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 06/27/2023] [Indexed: 09/07/2023]
Abstract
Background/Aim It has been demonstrated that most routine biopsies from the colon and rectum display cross-cut crypts (CCC). The aim was to assess the number of CCC in microscopic isometric digital samples (0.500 mm2) from routine colon biopsies. Patients and Methods Colon biopsies from 224 patients were investigated: 99 in patients with ulcerative colitis (UC), 31 UC in remission (UCR), 28 infectious colitis (IC), 7 resolved IC (RIC), 19 diverticular sigmoiditis (DS), and 40 normal colon mucosa (NCM). Results A total of 8,024 CCC were registered: 2,860 (35.6%) in UC, 1,319 UCR (16.4%), 849 (10.6%) in IC, 340 (4.2%) in RIC, 795 (9.9%) in DS, and 1,861 (23.2%) in NCM. The CCC frequencies in UC and IC were significantly lower (p<0.05) than those in UCR, RIC, DS, and NCM. Conclusion By the simple algorithm of counting CCC in standardized isometric microscopic digital circles measuring 0.500 mm2, it was possible to differentiate between UC (long-lasting inflammation) and IC (short-lasting inflammation) on the one hand, and UCR, RIC, DS (persistent inflammation), and NCM, on the other. The counting of CCC in the algorithm by five pathologists working in three disparate European Countries, was found to be reproducible.
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Affiliation(s)
- Carlos A Rubio
- Department of Pathology, Karolinska Institute and University Hospital, Stockholm, Sweden
| | - Corinna Lang-Schwarz
- Institute of Pathology, Friedrich-Alexander University Erlangen-Nuremberg, Klinikum Bayreuth, Bayreuth, Germany
| | - Christian Matek
- Institute of Pathology, Friedrich-Alexander University Erlangen-Nuremberg, Klinikum Bayreuth, Bayreuth, Germany
| | - Katerina Kamaradova
- The Fingerland Department of Pathology, Faculty of Medicine and University Hospital, Charles University, Hradec Králové, Czech Republic
| | - Michael Vieth
- Institute of Pathology, Friedrich-Alexander University Erlangen-Nuremberg, Klinikum Bayreuth, Bayreuth, Germany
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Wagner F, Mansfield JC, Lekkerkerker AN, Wang Y, Keir M, Dash A, Butcher B, Harder B, Orozco LD, Mar JS, Chen H, Rothenberg ME. Dose escalation randomised study of efmarodocokin alfa in healthy volunteers and patients with ulcerative colitis. Gut 2023; 72:1451-1461. [PMID: 36732049 PMCID: PMC10359578 DOI: 10.1136/gutjnl-2022-328387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 01/24/2023] [Indexed: 02/04/2023]
Abstract
BACKGROUND The interleukin-22 cytokine (IL-22) has demonstrated efficacy in preclinical colitis models with non-immunosuppressive mechanism of action. Efmarodocokin alfa (UTTR1147A) is a fusion protein agonist that links IL-22 to the crystallisable fragment (Fc) of human IgG4 for improved pharmacokinetic characteristics, but with a mutation to minimise Fc effector functions. METHODS This randomised, phase 1b study evaluated the safety, tolerability, pharmacokinetics and pharmacodynamics of repeat intravenous dosing of efmarodocokin alfa in healthy volunteers (HVs; n=32) and patients with ulcerative colitis (n=24) at 30-90 µg/kg doses given once every 2 weeks or monthly (every 4 weeks) for 12 weeks (6:2 active:placebo per cohort). RESULTS The most common adverse events (AEs) were on-target, reversible, dermatological effects (dry skin, erythema and pruritus). Dose-limiting non-serious dermatological AEs (severe dry skin, erythema, exfoliation and discomfort) were seen at 90 μg/kg once every 2 weeks (HVs, n=2; patients, n=1). Pharmacokinetics were generally dose-proportional across the dose levels, but patients demonstrated lower drug exposures relative to HVs at the same dose. IL-22 serum biomarkers and IL-22-responsive genes in colon biopsies were induced with active treatment, and microbiota composition changed consistent with a reversal in baseline dysbiosis. As a phase 1b study, efficacy endpoints were exploratory only. Clinical response was observed in 7/18 active-treated and 1/6 placebo-treated patients; clinical remission was observed in 5/18 active-treated and 0/6 placebo-treated patients. CONCLUSION Efmarodocokin alfa had an adequate safety and pharmacokinetic profile in HVs and patients. Biomarker data confirmed IL-22R pathway activation in the colonic epithelium. Results support further investigation of this non-immunosuppressive potential inflammatory bowel disease therapeutic. TRIAL REGISTRATION NUMBER NCT02749630.
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Affiliation(s)
| | - John C Mansfield
- Gastroenterology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | - Yehong Wang
- Genentech Inc, South San Francisco, California, USA
| | - Mary Keir
- Genentech Inc, South San Francisco, California, USA
| | - Ajit Dash
- Genentech Inc, South San Francisco, California, USA
| | | | | | - Luz D Orozco
- Genentech Inc, South San Francisco, California, USA
| | - Jordan S Mar
- Genentech Inc, South San Francisco, California, USA
| | - Hao Chen
- Genentech Inc, South San Francisco, California, USA
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45
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State M, Balanescu P, Voiosu T, Bengus A, Voiosu A, Coman A, Mustatea P, Negreanu L, Mateescu RB, Popp C. Real-World Endoscopic and Histologic Outcomes in Ulcerative Colitis Patients: A Retrospective Cohort Study. Biomedicines 2023; 11:1860. [PMID: 37509500 PMCID: PMC10376510 DOI: 10.3390/biomedicines11071860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 06/19/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Histologic activity has emerged as an aspirational therapeutic goal in ulcerative colitis management. It is not yet a formal treatment target in ulcerative colitis. However, it could be used as an adjunct to mucosal healing to represent a deeper level of healing. We investigated mucosal and histologic remission rates and potential predictors of these outcomes in a cohort of UC patients. METHODS We conducted a retrospective analysis of data collected from UC patients enrolled in an ongoing prospective cohort study. Mucosal healing was defined as Mayo endoscopic score = 0. RESULTS A total of 131 patients with ulcerative colitis were enrolled in our study and were prospectively followed for a median length of 2 years (range 0-5 years), totaling 266 study visits. Mucosal healing was recorded for 27 patients at 70 (26%) different study visits. For patients with mucosal healing, histologic remission was achieved in 18/27 (66%) patients. On univariate analysis, sustained clinical remission, SIBDQ scores ≥ 5.5, CRP ≤ 5 mg/dL and absence of corticotherapy were associated with mucosal healing and SIBDQ scores ≥ 5.5 and CRP ≤ 5 mg/dL with histologic healing, respectively. After logistic regression analysis, none of the investigated factors were associated with mucosal and histologic healing. The number of CD8+ intraepithelial lymphocytes (IELs) was significantly greater than the number of CD4+ IELs in periods of disease activity, as well as during mucosal healing (p < 0.01 in both cases). CONCLUSIONS Mucosal healing and histologic remission rates are low in real-life settings. The results of univariate analysis indicate that a good quality of life (SIBDQ score) and normal inflammatory markers (CRP) are associated with mucosal and histologic healing. However, frequently used patient- and disease-related factors, including mucosal healing, are not reliable predictors for histologic remission. Greater CD8+ lymphocyte involvement and higher CD8+/CD4+ distribution can have a meaningful impact on understanding the pathogenesis and natural history of ulcerative colitis, as well as future treatment options for lymphocyte-targeting medications.
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Affiliation(s)
- Monica State
- Gastroenterology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (M.S.); (A.B.); (A.V.); (R.B.M.)
- Internal Medicine Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (P.B.); (L.N.)
| | - Paul Balanescu
- Internal Medicine Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (P.B.); (L.N.)
| | - Theodor Voiosu
- Gastroenterology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (M.S.); (A.B.); (A.V.); (R.B.M.)
- Internal Medicine Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (P.B.); (L.N.)
| | - Andreea Bengus
- Gastroenterology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (M.S.); (A.B.); (A.V.); (R.B.M.)
| | - Andrei Voiosu
- Gastroenterology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (M.S.); (A.B.); (A.V.); (R.B.M.)
- Internal Medicine Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (P.B.); (L.N.)
| | - Andrei Coman
- Pathology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (A.C.); (C.P.)
- Pathology Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Petronel Mustatea
- Surgery Department, Ion Cantacuzino Clinical Hospital, 011437 Bucharest, Romania;
| | - Lucian Negreanu
- Internal Medicine Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (P.B.); (L.N.)
- Gastroenterology Department, Emergency University Hospital, 050098 Bucharest, Romania
| | - Radu Bogdan Mateescu
- Gastroenterology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (M.S.); (A.B.); (A.V.); (R.B.M.)
- Internal Medicine Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (P.B.); (L.N.)
| | - Cristiana Popp
- Pathology Department, Colentina Clinical Hospital, 020125 Bucharest, Romania; (A.C.); (C.P.)
- Pathology Department, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
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Najdawi F, Sucipto K, Mistry P, Hennek S, Jayson CKB, Lin M, Fahy D, Kinsey S, Wapinski I, Beck AH, Resnick MB, Khosla A, Drage MG. Artificial Intelligence Enables Quantitative Assessment of Ulcerative Colitis Histology. Mod Pathol 2023; 36:100124. [PMID: 36841434 DOI: 10.1016/j.modpat.2023.100124] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/23/2022] [Accepted: 01/28/2023] [Indexed: 02/17/2023]
Abstract
Ulcerative colitis is a chronic inflammatory bowel disease that is characterized by a relapsing and remitting course. Assessment of disease activity critically informs treatment decisions. In addition to endoscopic remission, histologic remission is emerging as a treatment target and a key factor in the evaluation of disease activity and therapeutic efficacy. However, manual pathologist evaluation is semiquantitative and limited in granularity. Machine learning approaches are increasingly being developed to aid pathologists in accurate and reproducible scoring of histology, enabling precise quantitation of clinically relevant features. Here, we report the development and validation of convolutional neural network models that quantify histologic features pertinent to ulcerative colitis disease activity, directly from hematoxylin and eosin-stained whole slide images. Tissue and cell model predictions were used to generate quantitative human-interpretable features to fully characterize the histology samples. Tissue and cell predictions showed comparable agreement to pathologist annotations, and the extracted slide-level human-interpretable features demonstrated strong correlations with disease severity and pathologist-assigned Nancy histological index scores. Moreover, using a random forest classifier based on 13 human-interpretable features derived from the tissue and cell models, we were able to accurately predict Nancy histological index scores, with a weighted kappa (κ = 0.91) and Spearman correlation (⍴ = 0.89, P < .001) when compared with pathologist consensus Nancy histological index scores. We were also able to predict histologic remission, based on the absence of neutrophil extravasation, with a high accuracy of 0.97. This work demonstrates the potential of computer vision to enable a standardized and robust assessment of ulcerative colitis histopathology for translational research and improved evaluation of disease activity and prognosis.
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Affiliation(s)
| | | | | | | | | | - Mary Lin
- PathAI, Inc, Boston, Massachusetts
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47
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Faingelernt Y, Morgenstern S, Matar M, Weintraub Y, Shamir R, Shouval DS. Correlation Between the Nancy Histopathology Index and Markers of Disease Activity in Pediatric Ulcerative Colitis. J Pediatr Gastroenterol Nutr 2023; 76:782-785. [PMID: 36821853 DOI: 10.1097/mpg.0000000000003753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
The Nancy Histological Index (NHI) was developed to assess histological disease activity in adult ulcerative colitis (UC) patients. However, data in pediatrics is limited. Our aim was to determine whether the NHI correlates with different indices of disease activity in pediatric UC patients. We retrospectively reviewed the NHI in rectal biopsies from 61 pediatric UC patients (median age 14.3 years), of whom 34 (55.7%) were newly diagnosed. The median Pediatric Ulcerative Colitis Activity Index (PUCAI) score among participants was 30 (interquartile range 5-55). Most patients exhibited an NHI of 3 (41/61, 67.2%) or 4 (8/61, 13.1%), reflecting moderate-severe histologic inflammation. A moderate positive correlation was identified between the NHI and PUCAI, fecal calprotectin, and Mayo endoscopic scores ( r = 0.60, 0.54, and 0.56 respectively, P ≤ 0.001), but not with CRP or albumin. These results indicate that the NHI has a modest correlation with clinical, laboratory and endoscopic indices of disease activity in pediatric UC patients.
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Affiliation(s)
- Yaniv Faingelernt
- From the Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- the Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Sara Morgenstern
- the Institute of Pathology, Rabin Medical Center, Petah Tikva, Israel
- the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Manar Matar
- From the Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yael Weintraub
- From the Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Raanan Shamir
- From the Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dror S Shouval
- From the Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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48
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Novak G, Sever N, Hanžel J, Koželj M, Kurent T, Smrekar N, Drobne D, Zidar N. Biopsies from ulcer edge yield higher histological activity scores than biopsies from non-ulcerated mucosa in active ulcerative colitis. Eur J Gastroenterol Hepatol 2023; 35:553-558. [PMID: 36966764 DOI: 10.1097/meg.0000000000002543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
BACKGROUND The appropriate location for biopsy collection in ulcerative colitis is unknown. OBJECTIVES We aimed to determine the location for biopsy collection in the presence of ulcers which yields the highest histopathological score. DESIGN AND METHODS This prospective cross-sectional study enrolled patients with ulcerative colitis and ulcers in the colon. Biopsy specimens were obtained at the edge of the ulcer; at a distance of one open forceps (7-8 mm) from the ulcer edge; at a distance of three open forceps (21-24 mm) from the ulcer edge; further referred to as locations 1, 2 and 3 respectively. Histological activity was assessed using Robarts Histopathology Index and the Nancy Histological Index. Statistical analysis was performed using mixed effects models. RESULTS A total of 19 patients were included. Decreasing trends with distance from the ulcer edge ( P < 0.0001) were observed. Biopsies procured from the edge of the ulcer (location 1) yielded a higher histopathological score compared to biopsies procured at locations 2 and 3 ( P ≤ 0.001). CONCLUSION Biopsies from the ulcer edge yield higher histopathological scores than biopsies next to the ulcer. In clinical trials with histological endpoints, biopsies should be obtained from the ulcer edge (if ulcers are present) to reliably assess histological disease activity.
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Affiliation(s)
- Gregor Novak
- Department of Gastroenterology, University Medical Centre Ljubljana
- Medical Faculty Ljubljana
| | - Nejc Sever
- Department of Gastroenterology, University Medical Centre Ljubljana
| | - Jurij Hanžel
- Department of Gastroenterology, University Medical Centre Ljubljana
- Medical Faculty Ljubljana
| | - Matic Koželj
- Department of Gastroenterology, University Medical Centre Ljubljana
| | - Tina Kurent
- Department of Gastroenterology, University Medical Centre Ljubljana
| | - Nataša Smrekar
- Department of Gastroenterology, University Medical Centre Ljubljana
| | - David Drobne
- Department of Gastroenterology, University Medical Centre Ljubljana
- Medical Faculty Ljubljana
| | - Nina Zidar
- Medical Faculty Ljubljana
- Institute of Pathology, Medical Faculty Ljubljana, University of Ljubljana, Ljubljana, Slovenia
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Iyer JS, Pokkalla H, Biddle-Snead C, Carrasco-Zevallos O, Lin M, Shanis Z, Le Q, Juyal D, Pouryahya M, Pedawi A, Hoffman S, Elliott H, Leidal K, Myers RP, Chung C, Billin AN, Watkins TR, Resnick M, Wack K, Glickman J, Burt AD, Loomba R, Sanyal AJ, Montalto MC, Beck AH, Taylor-Weiner A, Wapinski I. AI-based histologic scoring enables automated and reproducible assessment of enrollment criteria and endpoints in NASH clinical trials. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.20.23288534. [PMID: 37162870 PMCID: PMC10168404 DOI: 10.1101/2023.04.20.23288534] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Clinical trials in nonalcoholic steatohepatitis (NASH) require histologic scoring for assessment of inclusion criteria and endpoints. However, guidelines for scoring key features have led to variability in interpretation, impacting clinical trial outcomes. We developed an artificial intelligence (AI)-based measurement (AIM) tool for scoring NASH histology (AIM-NASH). AIM-NASH predictions for NASH Clinical Research Network (CRN) grades of necroinflammation and stages of fibrosis aligned with expert consensus scores and were reproducible. Continuous scores produced by AIM-NASH for key histological features of NASH correlated with mean pathologist scores and with noninvasive biomarkers and strongly predicted patient outcomes. In a retrospective analysis of the ATLAS trial, previously unmet pathological endpoints were met when scored by the AIM-NASH algorithm alone. Overall, these results suggest that AIM-NASH may assist pathologists in histologic review of NASH clinical trials, reducing inter-rater variability on trial outcomes and offering a more sensitive and reproducible measure of patient therapeutic response.
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Affiliation(s)
| | | | | | - Oscar Carrasco-Zevallos
- PathAI, Boston, MA, USA
- Affiliation shown is that during the time of study; current affiliation is Johnson & Johnson, New Brunswick, NJ, USA
| | | | | | | | | | - Maryam Pouryahya
- PathAI, Boston, MA, USA
- Affiliation shown is that during the time of study; current affiliation is AstraZeneca, Gaithersburg, MD, USA
| | - Aryan Pedawi
- PathAI, Boston, MA, USA
- Affiliation shown is that during the time of study; current affiliation is Atomwise, San Francisco, CA, USA
| | | | - Hunter Elliott
- PathAI, Boston, MA, USA
- Affiliation shown is that during the time of study; current affiliation is BigHat Biosciences, San Mateo, CA, USA
| | - Kenneth Leidal
- PathAI, Boston, MA, USA
- Affiliation shown is that during the time of study; current affiliation is Genesis Therapeutics, Burlingame, CA, USA
| | - Robert P. Myers
- Gilead Sciences, Inc., Foster City, CA, USA
- Affiliation shown is that during the time of study; current affiliation is OrsoBio, Inc., Palo Alto, CA, USA
| | - Chuhan Chung
- Gilead Sciences, Inc., Foster City, CA, USA
- Affiliation shown is that during the time of study; current affiliation is Inipharm, San Diego, CA, USA
| | | | | | - Murray Resnick
- PathAI, Boston, MA, USA
- Affiliation shown is that during the time of study; current affiliation is Rhode Island Hospital and The Miriam Hospital, Providence, RI, USA
| | | | | | | | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, CA, USA
| | - Arun J. Sanyal
- Stravitz-Sanyal Institute for Liver Disease and Metabolic Health, VCU School of Medicine, Richmond, VA, USA
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50
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Iacucci M, Parigi TL, Bazarova A, Ghosh S, Villanacci V, Gui X. Response to: Correspondence on "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" by Wong et al. Gut 2023; 72:807-808. [PMID: 35896360 DOI: 10.1136/gutjnl-2022-327980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 07/20/2022] [Indexed: 12/08/2022]
Affiliation(s)
- Marietta Iacucci
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK .,Department of Gastroenterology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Tommaso Lorenzo Parigi
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alina Bazarova
- Forschungszentrum Jülich GmbH, Julich, Nordrhein-Westfalen, Germany
| | - Subrata Ghosh
- College of Medicine and Health, University College Cork APC Microbiome Institute, Cork, Ireland
| | | | - Xianyong Gui
- Department of Pathology, University of Washington School of Medicine, Seattle, Washington, USA
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