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Lucaciu LA, Despott EJ. Advanced Endoscopic Imaging for Detection of Dysplasia in Inflammatory Bowel Disease. Gastrointest Endosc Clin N Am 2025; 35:141-158. [PMID: 39510684 DOI: 10.1016/j.giec.2024.04.011] [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: 11/15/2024]
Abstract
Inflammatory bowel disease (IBD) patients are at an increased risk of developing colorectal cancer. Dysplasia is often found in flat, subtle mucosal abnormalities; therefore, early detection is essential. Innovative enhanced endoscopy imaging techniques are increasingly available for endoscopists managing IBD, allowing an in-depth, close to histology evaluation of mucosal pattern and vascular architecture. These new tools enable an earlier and more accurate detection and assessment of dysplasia, leading to improved patientoutcomes. This review provides an exhaustive overview of these techniques and their applicability in the clinical practice.
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Affiliation(s)
- Laura Alexandra Lucaciu
- Royal Free Unit for Endoscopy, The Royal Free Hospital and University College London (UCL) Institute for Liver and Digestive Health, Pond Street, London NW3 2QG, UK; Iuliu Hatieganu University of Medicine and Pharmacy, Victor Babes 8, 400347, Cluj-Napoca, Romania
| | - Edward John Despott
- Royal Free Unit for Endoscopy, The Royal Free Hospital and University College London (UCL) Institute for Liver and Digestive Health, Pond Street, London NW3 2QG, UK; University College London (UCL) School of Medicine, Gower Street, London WC1E 6BT, UK.
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2
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Jans A, Sinonquel P, Bisschops R. Advanced Endoscopic Imaging for Dysplasia Characterization in Inflammatory Bowel Disease. Gastrointest Endosc Clin N Am 2025; 35:179-194. [PMID: 39510686 DOI: 10.1016/j.giec.2024.07.006] [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: 11/15/2024]
Abstract
Recent therapeutic innovations in the management of inflammatory bowel disease (IBD) have significantly improved patient outcomes, leading to increased life expectancy and reducing the necessity for total colectomy. However, this prolonged disease duration increases the cumulative risk for dysplasia and eventually colorectal cancer development. Therefore, timely detection and correct characterization of emerging dysplastic lesions is of great importance in longstanding IBD. This narrative review aims to elucidate the current state of advanced endoscopic imaging for dysplasia characterization in inflammatory bowel disease.
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Affiliation(s)
- Alexander Jans
- Department of Gastroenterology and Hepatology, UZ Leuven, Herestraat 49, Leuven 3000, Belgium; Department of Translational Research in Gastrointestinal Diseases (TARGID), KU Leuven, Herestraat 49, Leuven 3000, Belgium
| | - Pieter Sinonquel
- Department of Gastroenterology and Hepatology, UZ Leuven, Herestraat 49, Leuven 3000, Belgium; Department of Translational Research in Gastrointestinal Diseases (TARGID), KU Leuven, Herestraat 49, Leuven 3000, Belgium
| | - Raf Bisschops
- Department of Gastroenterology and Hepatology, UZ Leuven, Herestraat 49, Leuven 3000, Belgium; Department of Translational Research in Gastrointestinal Diseases (TARGID), KU Leuven, Herestraat 49, Leuven 3000, Belgium.
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3
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Cicerone C, D’Amico F, Allocca M, Zilli A, Parigi TL, Danese S, Furfaro F. A Comprehensive Multidisciplinary Approach to Diagnosing Chronic Inflammatory Bowel Diseases: Integration of Clinical, Endoscopic, and Imaging Modalities. Diagnostics (Basel) 2024; 14:1530. [PMID: 39061667 PMCID: PMC11275644 DOI: 10.3390/diagnostics14141530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 07/12/2024] [Accepted: 07/13/2024] [Indexed: 07/28/2024] Open
Abstract
Chronic inflammatory bowel diseases, such as Crohn's disease and ulcerative colitis, present diagnostic challenges due to their complex and heterogeneous nature. While histology remains fundamental for accurate diagnosis, a multidisciplinary approach incorporating clinical, endoscopic, and imaging modalities is increasingly recognized as essential for comprehensive evaluation. This article delves into the importance of integrating various diagnostic techniques in the assessment of IBD. Colonoscopy and histology, with its ability to directly visualize the intestinal mucosa, play a central role in the diagnostic process. However, histological analysis alone may not suffice, necessitating the inclusion of advanced imaging techniques, such as magnetic resonance enterography (MRE), computed tomography enterography (CTE), and intestinal ultrasound (IUS). These techniques provide valuable insights into the disease's extent, severity, and complications, and should be used in conjunction with biochemical parameters. These modalities complement traditional endoscopic and histological findings, offering a more holistic understanding of the disease process. A multidisciplinary approach that incorporates clinical, endoscopic, histological, serological, and imaging assessments enables clinicians to achieve a more accurate and timely diagnosis of IBD. Moreover, this integrated approach facilitates personalized treatment strategies tailored to individual patient needs, ultimately improving clinical outcomes and quality of life for those affected by chronic inflammatory bowel diseases.
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Affiliation(s)
- Clelia Cicerone
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
| | - Ferdinando D’Amico
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
| | - Mariangela Allocca
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
| | - Alessandra Zilli
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
| | - Tommaso Lorenzo Parigi
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
- Department of Gastroenterology and Endoscopy, Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Silvio Danese
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
- Department of Gastroenterology and Endoscopy, Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Federica Furfaro
- Department of Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (C.C.); (F.D.); (M.A.); (A.Z.); (T.L.P.); (S.D.)
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4
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Iacucci M, Bonovas S, Bazarova A, Cannatelli R, Ingram RJM, Labarile N, Nardone OM, Parigi TL, Piovani D, Siau K, Smith SCL, Zammarchi I, Ferraz JGP, Fiorino G, Kiesslich R, Panaccione R, Parra-Blanco A, Principi M, Tontini GE, Uraoka T, Ghosh S. Validation of a new optical diagnosis training module to improve dysplasia characterization in inflammatory bowel disease: a multicenter international study. Gastrointest Endosc 2024; 99:756-766.e4. [PMID: 37993058 DOI: 10.1016/j.gie.2023.11.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 08/24/2023] [Accepted: 11/13/2023] [Indexed: 11/24/2023]
Abstract
BACKGROUND AND AIMS Inflammatory bowel disease (IBD) increases risk of dysplasia and colorectal cancer. Advanced endoscopic techniques allow for the detection and characterization of IBD dysplastic lesions, but specialized training is not widely available. We aimed to develop and validate an online training platform to improve the detection and characterization of colonic lesions in IBD: OPtical diagnosis Training to Improve dysplasia Characterization in Inflammatory Bowel Disease (OPTIC-IBD). METHODS We designed a web-based learning module that includes surveillance principles, optical diagnostic methods, approach to characterization, and classifications of colonic lesions using still images and videos. We invited gastroenterologists from Canada, Italy, and the United Kingdom with a wide range of experience. Participants reviewed 24 educational videos of IBD colonic lesions, predicted histology, and rated their confidence. The primary endpoint was to improve accuracy in detecting dysplastic lesions after training on the platform. Furthermore, participants were randomized 1:1 to get additional training or not, with a final assessment occurring after 60 days. Diagnostic performance for dysplasia and rater confidence were measured. RESULTS A total of 117 participants completed the study and were assessed for the primary endpoint. Diagnostic accuracy improved from 70.8% to 75.0% (P = .002) after training, with the greatest improvements seen in less experienced endoscopists. Improvements in both accuracy and confidence were sustained after 2 months of assessment, although the group randomized to receive additional training did not improve further. Similarly, participants' confidence in characterizing lesions significantly improved between before and after the course (P < .001), and it was sustained after 2 months of assessment. CONCLUSIONS The OPTIC-IBD training module demonstrated that an online platform could improve participants' accuracy and confidence in the optical diagnosis of dysplasia in patients with IBD. The training platform can be widely available and improve endoscopic care for people with IBD. (Clinical trial registration number: NCT04924543.).
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Affiliation(s)
- Marietta Iacucci
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom; College of Medicine and Health, University College Cork, Cork, Ireland; APC Microbiome Ireland, Cork, Ireland; Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, Canada.
| | - Stefanos Bonovas
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; IRCCS Humanitas Research Hospital, Milan, Italy
| | - Alina Bazarova
- Forschungszentrum Jülich, Jülich Supercomputing Center, Jülich, Germany; Helmholtz AI, Germany
| | - Rosanna Cannatelli
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom; Department of Biochemical and Clinical Sciences "L Sacco," University of Milan ASST Fatebenefratelli Sacco, Milano, Italy
| | - Richard J M Ingram
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom; Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Nunzia Labarile
- National Institute of Gastroenterology, IRCSS "Saverio De Bellis", Castellana Grotte, Italy
| | - Olga Maria Nardone
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom; Gastroenterology, Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Tommaso Lorenzo Parigi
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom; Faculty of Medicine, University Vita-Salute San Raffaele, Milan, Italy
| | - Daniele Piovani
- Department of Biomedical Sciences, Humanitas University, Milan, Italy; IRCCS Humanitas Research Hospital, Milan, Italy
| | - Keith Siau
- Department of Gastroenterology, Royal Cornwall Hospitals NHS Trust, Truro, United Kingdom
| | - Samuel C L Smith
- University of Birmingham, Institute of Immunology and Immunotherapy, Birmingham, United Kingdom
| | - Irene Zammarchi
- College of Medicine and Health, University College Cork, Cork, Ireland; APC Microbiome Ireland, Cork, Ireland
| | - Jose G P Ferraz
- Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Gionata Fiorino
- Department of Gastroenterology and Digestive Endoscopy, IRCCS San Raffaele Hospital, Milan Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Ralph Kiesslich
- Helios Horst-Schmidt-Kliniken Hospital, Division of Gastroenterology, Wiesbaden, Germany
| | - Remo Panaccione
- Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Adolfo Parra-Blanco
- Department of Gastroenterology, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Mariabeatrice Principi
- Gastroenterology Unit, Department of Precision and Regenerative Medicine and Ionian Area (DiMePre-J), University of Bari, Italy
| | - Gian Eugenio Tontini
- Department of Pathophysiology and Organ Transplantation, University of Milan, Milan, Italy; Gastroenterology and Digestive Endoscopy Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Toshio Uraoka
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Maebashi, Japan
| | - Subrata Ghosh
- College of Medicine and Health, University College Cork, Cork, Ireland; APC Microbiome Ireland, Cork, Ireland
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5
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Santacroce G, Zammarchi I, Tan CK, Coppola G, Varley R, Ghosh S, Iacucci M. Present and future of endoscopy precision for inflammatory bowel disease. Dig Endosc 2024; 36:292-304. [PMID: 37643635 DOI: 10.1111/den.14672] [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: 06/12/2023] [Accepted: 08/28/2023] [Indexed: 08/31/2023]
Abstract
Several advanced imaging techniques are now available for endoscopists managing inflammatory bowel disease (IBD) patients. These tools, including dye-based and virtual chromoendoscopy, probe-based confocal laser endomicroscopy and endocytoscopy, are increasingly innovative applications in clinical practice. They allow for a more in-depth and refined evaluation of the mucosal and vascular bowel surface, getting closer to histology. They have demonstrated a remarkable ability in assessing intestinal inflammation, histologic remission, and predicting relapse and favorable long-term outcomes. In addition, the future application of molecular endoscopy to predict biological drug responses has yielded preliminary but encouraging results. Furthermore, these techniques are crucial in detecting and characterizing IBD-related dysplasia, assisting endoscopic mucosal resection and submucosal dissection towards a surgery-sparing approach. Artificial intelligence (AI) holds great potential in this promising landscape, as it can provide an objective and reproducible assessment of inflammation and dysplasia. Moreover, it can improve the prediction of outcomes and aid in subsequent therapeutic decision-making. This review aims to summarize the promising role of state-of-the-art advanced endoscopic techniques and related AI-enabled models for managing IBD, paving the way for precision medicine.
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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
| | - Chin Kimg Tan
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
- Gastroenterology and Hepatology, Changi General Hospital, Singapore City, Singapore
| | - Gaetano Coppola
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
- Internal Medicine and Gastroenterology - Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Rachel Varley
- Department of Gastroenterology, Mercy University Hospital, 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
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6
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Coelho-Prabhu N, Lewis JD. Update on Endoscopic Dysplasia Surveillance in Inflammatory Bowel Disease. Am J Gastroenterol 2023; 118:1748-1755. [PMID: 37543741 DOI: 10.14309/ajg.0000000000002460] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/02/2023] [Indexed: 08/07/2023]
Abstract
As medical management of inflammatory bowel disease makes great advances, most patients with inflammatory bowel disease will have long life expectancies without need for total colectomy. With prolonged disease duration, however, there is increased risk of dysplasia leading to colorectal cancer. Multiple consensus and guideline documents have been published over the last decade with recommendations to optimize early detection and management of dysplastic lesions. Endoscopic technology has improved tremendously, even over the past few years. Previously invisible dysplasia has become visible in most cases with advanced imaging technologies that now allow for much clearer and more detailed mucosal inspection. New tools to facilitate endoscopic resection of visible lesions have also enabled patients to avoid colectomy, with resulting need to continue colon surveillance. There are limited or conflicting data leading to inconsistent recommendations regarding the need for random biopsies, the preferred endoscopic imaging technique, and surveillance intervals after resection of dysplasia. Similarly, there remains significant variability in the application of guidelines into daily practice and availability of and training with advanced imaging technologies. Here, we present a narrative review of which patients are at highest risk for dysplasia, the current guidelines on surveillance colonoscopy, factors affecting optimal mucosal visualization, enhanced imaging techniques, standardized reporting terminologies for surveillance colonoscopy, endoscopic management of dysplasia, indications for colectomy, and briefly on future potential technologies to assist in dysplasia detection.
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Affiliation(s)
| | - James D Lewis
- Division of Gastroenterology and Hepatology, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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7
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Yang YJ. Current status of image-enhanced endoscopy in inflammatory bowel disease. Clin Endosc 2023; 56:563-577. [PMID: 37793436 PMCID: PMC10565434 DOI: 10.5946/ce.2023.070] [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: 03/05/2023] [Revised: 06/18/2023] [Accepted: 06/22/2023] [Indexed: 10/06/2023] Open
Abstract
In inflammatory bowel disease (IBD), chronic inflammation leads to unfavorable clinical outcomes and increases the risk of developing colorectal neoplasm (CRN); thereby highlighting the importance of endoscopically evaluating disease activity as well as detecting and characterizing CRN in patients with IBD. With recent advances in image-enhanced endoscopic (IEE) technologies, especially virtual chromoendoscopy (VCE) platforms, this review discusses state-of-the-art IEE techniques and their applicability in assessing disease activity and surveillance colonoscopy in patients with IBD. Among various IEE, VCE demonstrated the capacity to identify quiescent disease activity. And endoscopic remission defined by the new scoring system using VCE platform better predicted clinical outcomes, which may benefit the tailoring of therapeutic strategies in patients with IBD. High-definition dye-chromoendoscopy (HD-DCE) is numerically superior to high-definition white light endoscopy (HD-WLE) in detecting CRN in IBD; however, discrepancy is observed in the statistical significance. VCE showed comparable performance in detecting dysplasia to HD-WLE or DCE and potential for optical diagnosis to differentiate neoplastic from nonneoplastic lesions during surveillance colonoscopy. Applying these novel advanced IEE technologies would provide opportunities for personalized medicine in IBD and optimal treatment of CRN in patients with IBD.
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Affiliation(s)
- Young Joo Yang
- Department of Internal Medicine, Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Chuncheon, Korea
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8
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Biamonte P, D’Amico F, Fasulo E, Barà R, Bernardi F, Allocca M, Zilli A, Danese S, Furfaro F. New Technologies in Digestive Endoscopy for Ulcerative Colitis Patients. Biomedicines 2023; 11:2139. [PMID: 37626636 PMCID: PMC10452412 DOI: 10.3390/biomedicines11082139] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 07/25/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023] Open
Abstract
Ulcerative colitis (UC) is a chronic inflammatory bowel disease primarily affecting the colon and rectum. Endoscopy plays a crucial role in the diagnosis and management of UC. Recent advancements in endoscopic technology, including chromoendoscopy, confocal laser endomicroscopy, endocytoscopy and the use of artificial intelligence, have revolutionized the assessment and treatment of UC patients. These innovative techniques enable early detection of dysplasia and cancer, more precise characterization of disease extent and severity and more targeted biopsies, leading to improved diagnosis and disease monitoring. Furthermore, these advancements have significant implications for therapeutic decision making, empowering clinicians to carefully consider a range of treatment options, including pharmacological therapies, endoscopic interventions and surgical approaches. In this review, we provide an overview of the latest endoscopic technologies and their applications for diagnosing and monitoring UC. We also discuss their impact on treatment decision making, highlighting the potential benefits and limitations of each technique.
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Affiliation(s)
- Paolo Biamonte
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
| | - Ferdinando D’Amico
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, 20090 Milan, Italy
| | - Ernesto Fasulo
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
| | - Rukaia Barà
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
| | - Francesca Bernardi
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
| | - Mariangela Allocca
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
| | - Alessandra Zilli
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
- Gastroenterology and Endoscopy, Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Federica Furfaro
- Gastroenterology and Endoscopy, IRCCS San Raffaele Hospital, 20132 Milan, Italy; (P.B.); (E.F.); (R.B.); (F.B.); (M.A.); (A.Z.); (S.D.); (F.F.)
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9
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Yue NN, Xu HM, Xu J, Zhu MZ, Zhang Y, Tian CM, Nie YQ, Yao J, Liang YJ, Li DF, Wang LS. Application of Nanoparticles in the Diagnosis of Gastrointestinal Diseases: A Complete Future Perspective. Int J Nanomedicine 2023; 18:4143-4170. [PMID: 37525691 PMCID: PMC10387254 DOI: 10.2147/ijn.s413141] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 07/02/2023] [Indexed: 08/02/2023] Open
Abstract
The diagnosis of gastrointestinal (GI) diseases currently relies primarily on invasive procedures like digestive endoscopy. However, these procedures can cause discomfort, respiratory issues, and bacterial infections in patients, both during and after the examination. In recent years, nanomedicine has emerged as a promising field, providing significant advancements in diagnostic techniques. Nanoprobes, in particular, offer distinct advantages, such as high specificity and sensitivity in detecting GI diseases. Integration of nanoprobes with advanced imaging techniques, such as nuclear magnetic resonance, optical fluorescence imaging, tomography, and optical correlation tomography, has significantly enhanced the detection capabilities for GI tumors and inflammatory bowel disease (IBD). This synergy enables early diagnosis and precise staging of GI disorders. Among the nanoparticles investigated for clinical applications, superparamagnetic iron oxide, quantum dots, single carbon nanotubes, and nanocages have emerged as extensively studied and utilized agents. This review aimed to provide insights into the potential applications of nanoparticles in modern imaging techniques, with a specific focus on their role in facilitating early and specific diagnosis of a range of GI disorders, including IBD and colorectal cancer (CRC). Additionally, we discussed the challenges associated with the implementation of nanotechnology-based GI diagnostics and explored future prospects for translation in this promising field.
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Affiliation(s)
- Ning-ning Yue
- Department of Gastroenterology, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, People’s Republic of China
| | - Hao-ming Xu
- Department of Gastroenterology and Hepatology, Guangzhou Digestive Disease Center, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, People’s Republic of China
| | - Jing Xu
- Department of Gastroenterology and Hepatology, Guangzhou Digestive Disease Center, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, People’s Republic of China
| | - Min-zheng Zhu
- Department of Gastroenterology and Hepatology, the Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, People’s Republic of China
| | - Yuan Zhang
- Department of Medical Administration, Huizhou Institute of Occupational Diseases Control and Prevention, Huizhou, Guangdong, People’s Republic of China
| | - Cheng-Mei Tian
- Department of Emergency, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, People’s Republic of China
| | - Yu-qiang Nie
- Department of Gastroenterology and Hepatology, Guangzhou Digestive Disease Center, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, People’s Republic of China
| | - Jun Yao
- Department of Gastroenterology, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, People’s Republic of China
| | - Yu-jie Liang
- Department of Child and Adolescent Psychiatry, Shenzhen Kangning Hospital, Shenzhen, Guangdong, People’s Republic of China
| | - De-feng Li
- Department of Gastroenterology, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, People’s Republic of China
| | - Li-sheng Wang
- Department of Gastroenterology, Shenzhen People’s Hospital (the Second Clinical Medical College, Jinan University), Shenzhen, Guangdong, People’s Republic of China
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10
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Da Rio L, Spadaccini M, Parigi TL, Gabbiadini R, Dal Buono A, Busacca A, Maselli R, Fugazza A, Colombo M, Carrara S, Franchellucci G, Alfarone L, Facciorusso A, Hassan C, Repici A, Armuzzi A. Artificial intelligence and inflammatory bowel disease: Where are we going? World J Gastroenterol 2023; 29:508-520. [PMID: 36688019 PMCID: PMC9850939 DOI: 10.3748/wjg.v29.i3.508] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/05/2022] [Accepted: 12/27/2022] [Indexed: 01/12/2023] Open
Abstract
Inflammatory bowel diseases, namely ulcerative colitis and Crohn's disease, are chronic and relapsing conditions that pose a growing burden on healthcare systems worldwide. Because of their complex and partly unknown etiology and pathogenesis, the management of ulcerative colitis and Crohn's disease can prove challenging not only from a clinical point of view but also for resource optimization. Artificial intelligence, an umbrella term that encompasses any cognitive function developed by machines for learning or problem solving, and its subsets machine learning and deep learning are becoming ever more essential tools with a plethora of applications in most medical specialties. In this regard gastroenterology is no exception, and due to the importance of endoscopy and imaging numerous clinical studies have been gradually highlighting the relevant role that artificial intelligence has in inflammatory bowel diseases as well. The aim of this review was to summarize the most recent evidence on the use of artificial intelligence in inflammatory bowel diseases in various contexts such as diagnosis, follow-up, treatment, prognosis, cancer surveillance, data collection, and analysis. Moreover, insights into the potential further developments in this field and their effects on future clinical practice were discussed.
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Affiliation(s)
- Leonardo Da Rio
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
| | - Marco Spadaccini
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Tommaso Lorenzo Parigi
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
- IBD Center, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Roberto Gabbiadini
- IBD Center, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Arianna Dal Buono
- IBD Center, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Anita Busacca
- IBD Center, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Roberta Maselli
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
| | - Alessandro Fugazza
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Matteo Colombo
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Silvia Carrara
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
| | - Gianluca Franchellucci
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
| | - Ludovico Alfarone
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
| | - Antonio Facciorusso
- Gastroenterology Unit, Department of Medical Sciences, University of Foggia, Foggia 71122, Foggia, Italy
| | - Cesare Hassan
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
| | - Alessandro Repici
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
- Department of Biomedical Sciences, Humanitas University, Rozzano 20089, Milano, Italy
| | - Alessandro Armuzzi
- IBD Center, Humanitas Research Hospital, IRCCS, Rozzano 20089, Milano, Italy
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11
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Alfarone L, Parigi TL, Gabbiadini R, Dal Buono A, Spinelli A, Hassan C, Iacucci M, Repici A, Armuzzi A. Technological advances in inflammatory bowel disease endoscopy and histology. Front Med (Lausanne) 2022; 9:1058875. [PMID: 36438050 PMCID: PMC9691880 DOI: 10.3389/fmed.2022.1058875] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 10/26/2022] [Indexed: 09/29/2023] Open
Abstract
Accurate disease characterization is the pillar of modern treatment of inflammatory bowel disease (IBD) and endoscopy is the mainstay of disease assessment and colorectal cancer surveillance. Recent technological progress has enhanced and expanded the use of endoscopy in IBD. In particular, numerous artificial intelligence (AI)-powered systems have shown to support human endoscopists' evaluations, improving accuracy and consistency while saving time. Moreover, advanced optical technologies such as endocytoscopy (EC), allowing high magnification in vivo, can bridge endoscopy with histology. Furthermore, molecular imaging, through probe based confocal laser endomicroscopy allows the real-time detection of specific biomarkers on gastrointestinal surface, and could be used to predict therapeutic response, paving the way to precision medicine. In parallel, as the applications of AI spread, computers are positioned to resolve some of the limitations of human histopathology evaluation, such as interobserver variability and inconsistencies in assessment. The aim of this review is to summarize the most promising advances in endoscopic and histologic assessment of IBD.
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Affiliation(s)
- Ludovico Alfarone
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IBD Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Tommaso Lorenzo Parigi
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IBD Center, IRCCS Humanitas Research Hospital, Milan, Italy
| | | | | | - Antonino Spinelli
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Colon and Rectal Surgery Division, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Endoscopy Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Marietta Iacucci
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
- Department of Gastroenterology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Endoscopy Unit, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Alessandro Armuzzi
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IBD Center, IRCCS Humanitas Research Hospital, Milan, Italy
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12
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Nardone OM, Iacucci M. Image-Enhanced Endoscopy in the Surveillance of Colitis-Associated Neoplasia. Gastrointest Endosc Clin N Am 2022; 32:845-862. [PMID: 36202520 DOI: 10.1016/j.giec.2022.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Advances in endoscopic technology have allowed for improved detection and management of dysplasia. These developments have also raised the question of the optimal methods for surveillance. Promising data showed that virtual chromoendoscopy (VCE) is comparable to dye-based chromoendoscopy (DCE). However, the usefulness of DCE and VCE in the surveillance of longstanding inflammatory bowel disease colitis when compared with high-definition white-light endoscopy has been recently questioned. Confocal laser endomicroscopy is a highly innovative endoscopic procedure but is still far from the routine adoption for surveillance. Thus, a personalized approach should guide the most appropriate surveillance strategy.
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Affiliation(s)
- Olga Maria Nardone
- Institute of Immunology and Immunotherapy, Heritage Building for Research and Development, University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham B15 2TT, United Kingdom.
| | - Marietta Iacucci
- Institute of Immunology and Immunotherapy, Heritage Building for Research and Development, University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham B15 2TT, United Kingdom.
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13
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Kumar A, Shenoy V, Buckley MC, Durbin L, Mackey J, Mone A, Swaminath A. Endoscopic Disease Activity and Biologic Therapy Are Independent Predictors of Suboptimal Bowel Preparation in Patients with Inflammatory Bowel Disease Undergoing Colonoscopy. Dig Dis Sci 2022; 67:4851-4865. [PMID: 35624326 DOI: 10.1007/s10620-022-07530-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 02/21/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND AND AIMS Optimal bowel preparation (BP) is critical for endoscopic assessment of inflammation and dysplasia in patients with inflammatory bowel disease (IBD). Comorbidities and patient-related factors have been associated with suboptimal BP (SOBP) in the general population. We sought to identify disease-specific characteristics that may impact the quality of BP in patients with IBD. METHODS We conducted a retrospective analysis of adult IBD patients who underwent outpatient colonoscopies between January 2014 and September 2020 at a large academic medical center. Quality of BP was documented using the Boston Bowel Preparation Scale (BBPS) or the Aronchick scale and dichotomized into "suboptimal" (BBPS 0-5 or Aronchick "fair," "poor," unsatisfactory") and "optimal" (BBPS 6-9 or Aronchick "excellent," "good"). IBD-specific and other factors associated with SOBP were evaluated using logistic regression analyses. RESULTS Among a total of 395 IBD patients [54% males, mean age 40 years, 63% with Crohn's disease (CD), 35% with ulcerative colitis (UC)], 24.8% had SOBP. On multivariable analysis, moderate-to-severe endoscopic disease vs mild or inactive disease was associated with a higher odds of SOBP [adjusted OR 2.7(95% CI 1.52-4.94)], whereas baseline biologic use was associated with a lower odds of SOBP [aOR 0.24(0.09-0.65)] among the overall IBD cohort. Additionally, age > 65 years [aOR 2.99(1.19-7.54)] and single-dose vs split-dose BP [aOR 2.37(1.43-3.95)] were predictors of SOBP. In the subgroup analysis by IBD type, moderate-to-severe endoscopic disease predicted SOBP among both CD and UC cohorts. CONCLUSION Endoscopic disease activity was predictive of SOBP, and biologic therapy was protective against SOBP among IBD patients.
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Affiliation(s)
- Anand Kumar
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA. .,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
| | - Vinayak Shenoy
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA.,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Megan C Buckley
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA.,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Laura Durbin
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA.,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - James Mackey
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA.,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Anjali Mone
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA.,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Arun Swaminath
- Division of Gastroenterology, Lenox Hill Hospital, 100 E 77th St, New York, NY, 10075, USA.,Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.,Feinstein Institutes for Medical Research, Institute of Health System Science, Manhasset, NY, USA
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14
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Cannatelli R, Bazarova A, Furfaro F, Parigi TL, Zardo D, Nardone OM, Spaggiari P, Villanacci V, Cadei M, Labarile N, Smith SCL, Danese S, Ghosh S, Iacucci M. Reproducibility of the electronic chromoendoscopy PICaSSO score (Paddington International Virtual ChromoendoScopy ScOre) in ulcerative colitis using multiple endoscopic platforms: a prospective multicenter international study (with video). Gastrointest Endosc 2022; 96:73-83. [PMID: 35182574 DOI: 10.1016/j.gie.2022.02.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 02/09/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Endoscopic and histologic remission (HR) are key therapeutic targets in the management of ulcerative colitis (UC). The aim of this study was to evaluate the reproducibility of the Paddington International virtual ChromoendoScopy ScOre (PICaSSO), a virtual chromoendoscopy score originally validated by use of the iSCAN platform, with the narrow-band imaging (NBI), linked-color imaging (LCI), and blue-laser imaging (BLI) platforms. METHODS We evaluated endoscopic activity using the Mayo Endoscopic Score (MES), the Ulcerative Colitis Endoscopic Index of Severity (UCEIS), and PICaSSO in 159 UC patients (78 NBI and 81 BLI/LCI) who underwent colonoscopy in 2 tertiary referral centers. HR was defined by the Robarts Histopathology Index (RHI) and the Nancy Histologic Index (NHI). Receiver operating characteristic curves were plotted to evaluate endoscopic scores for the prediction of HR. Intraclass correlation coefficients (ICC) between endoscopists were evaluated. RESULTS PICaSSO had an ICC of 0.825 when the NBI and BLI/LCI cohorts were combined, higher than MES and UCEIS. The correlation between PICaSSO and RHI and NHI was 0.83 and 0.79 in the NBI cohort and between 0.63 and 0.65 in LCI/BLI. In the NBI cohort, the accuracy of MES, UCEIS, and PICaSSO was 0.936, 0.897, and 0.808 for HR measured by RHI and 0.897, 0.885, and 0.821 by NHI, respectively. In the BLI/LCI cohort, the accuracy of MES, UCEIS, LCI PICaSSO and BLI PICaSSO was 0.765, 0.778, 0.827, and 0.79 to predict HR with RHI and NHI, respectively. CONCLUSIONS The PICaSSO score can be consistently and accurately reproduced with NBI and LCI/BLI and therefore can be applied to all virtual electronic chromoendoscopy platforms.
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Affiliation(s)
- Rosanna Cannatelli
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom; Gastroenterology Unit, Department of Biomedical and Clinical Sciences L. Sacco, University of Milan, Milan, Italy
| | - Alina Bazarova
- Institute for Biological Physics, University of Cologne, Cologne, Germany
| | - Federica Furfaro
- IBD Center, Humanitas Research Hospital-IRCCS, Rozzano, Milan, Italy
| | - Tommaso Lorenzo Parigi
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Davide Zardo
- Department of Histopathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom; Department of Pathology, San Bortolo Hospital, Vicenza, Italy
| | - Olga Maria Nardone
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Paola Spaggiari
- Pathology Unit, Humanitas Research Hospital-IRCCS, Rozzano, Milan, Italy
| | | | - Moris Cadei
- Institute of Pathology, Spedali Civili, Brescia, Italy
| | - Nunzia Labarile
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Samuel Charles Lloyd Smith
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom; NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, United Kingdom
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milan, Italy
| | - Subrata Ghosh
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom; NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, United Kingdom; IBD Unit, University of Calgary, Calgary, Alberta, Canada; APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Marietta Iacucci
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom; NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, United Kingdom; IBD Unit, University of Calgary, Calgary, Alberta, Canada
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15
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Li D, Ding S, Luo M, Chen J, Zhang Q, Liu Y, Li A, Zhong S, Ding J. Differential diagnosis of acute and chronic colitis in mice by optical coherence tomography. Quant Imaging Med Surg 2022; 12:3193-3203. [PMID: 35655833 PMCID: PMC9131336 DOI: 10.21037/qims-21-1062] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 03/09/2022] [Indexed: 10/08/2023]
Abstract
BACKGROUND The differential diagnosis of acute and chronic colitis remains a common clinical problem. Optical coherence tomography (OCT) is a non-invasive, high-resolution imaging technique that can be used to measure morphological changes in the intestinal wall and estimate intestinal inflammation. We aimed to conduct an ex vivo experiment on a mouse model investigate the value of OCT as a tool for the differential diagnosis of acute and chronic colitis. METHODS Mice were administered dextran sulfate sodium salt (DSS) to construct acute and chronic colitis models. Acutely- and chronically-affected intestinal walls were scanned by OCT, and then the scanned colonic tissue samples were stained with hematoxylin and eosin (HE). Structural and morphological changes indicating inflammation in the intestinal wall were evaluated in the HE sections and OCT images using different parameters. The parameters were used in one-way analysis of variance (ANOVA) to screen for a differential diagnosis of acute or chronic colitis. RESULTS For the HE sections, the angle of the mucosal folds, length of the basilar part, and submucosal height and area were statistically significant parameters in the comparisons between the mice with acute colitis and the control-group mice (P<0.05). In the comparisons between chronic colitis mice and control-group mice, the angle of the mucosal folds, length of the basilar part, submucosal height and area, muscularis thickness, submucosal height + muscularis thickness, and mucosal thickness were statistically significant parameters (P<0.05). Finally, in the comparisons between acute colitis mice and those with chronic colitis, the angle of the mucosal folds, submucosal height and area, muscularis thickness, submucosal height + muscularis thickness, and mucosal thickness were statistically significant parameters (P<0.05). For the OCT images, only the length of the basilar part and submucosal height + muscularis thickness were statistically significant parameters between the acute colitis mice and control-group mice (P<0.05). The length of the basilar part and submucosal height + muscularis thickness were statistically significant between chronic colitis mice and control-group mice (P<0.05). In the comparisons between acute colitis mice and those with chronic colitis, only submucosal height + muscularis thickness was a statistically significant parameter (P<0.05). CONCLUSIONS Certain intestinal wall parameters in OCT can be used to make a differential diagnosis between acute and chronic colitis possible. This study contributes to constructing a potential diagnostic system for evaluating colorectal inflammation using OCT.
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Affiliation(s)
- Dan Li
- Digestive Department, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Shijie Ding
- Digestive Department, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Manting Luo
- School of Mechanical, Electrical and Information Engineering, Putian University, Putian, China
| | - Jinguo Chen
- School of Mechanical, Electrical and Information Engineering, Putian University, Putian, China
| | - Qiukun Zhang
- Laboratory of Optics, Terahertz and Non-Destructive Testing, School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China
| | - Yijuan Liu
- Digestive Department, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Anlan Li
- Digestive Department, the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Shuncong Zhong
- Laboratory of Optics, Terahertz and Non-Destructive Testing, School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China
| | - Jian Ding
- Digestive Department, Minnan Hospital of the First Affiliated Hospital of Fujian Medical University, Fuzhou, China
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16
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Nardone OM, Snir Y, Hodson J, Cannatelli R, Labarile N, Siau K, Hassan C, Yanai H, Dotan I, Ghosh S, Iacucci M. Advanced technology for assessment of endoscopic and histological activity in ulcerative colitis: a systematic review and meta-analysis. Therap Adv Gastroenterol 2022; 15:17562848221092594. [PMID: 35509428 PMCID: PMC9058346 DOI: 10.1177/17562848221092594] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 03/17/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Advanced endoscopic technologies led to significant progress in the definition of endoscopic remission of ulcerative colitis (UC) and correlate better with histological changes, compared with standard endoscopy. However, while studies have assessed the diagnostic accuracy of endoscope technologies individually, there are currently limited data comparing between technologies. As such, the aim of this systematic review was to pool data from the existing literature and compare the correlations between endoscopy and histologic disease activity scores across endoscope technologies. METHODS We searched PubMed and Embase until February 2021 for eligible studies reporting the correlation between endoscopy and histology activity scores in UC. Studies were grouped by endoscope technology as standard-definition white light (SD-WLE), high-definition white light (HD-WLE) or electronic virtual chromoendoscopy (VCE) and comparisons made between these groups. RESULTS A total of N = 27 studies were identified, of which N = 12 were included in a meta-analysis of correlations between endoscopic and histological activity scores. Combining these studies identified considerable heterogeneity (I 2: 89-93%) and returned a pooled correlation coefficient (ρ) for the SD-WLE group of 0.74, which did not differ significantly from HD-WLE (ρ: 0.65, p = 0.521) or VCE (ρ: 0.70, p = 0.801). In addition, N = 4 studies reported the accuracy of endoscopic activity scores on WLE and VCE to diagnose histological remission. Pooling these found significantly higher accuracy for VCE, compared with WLE [risk ratio: 1.13, 95% confidence interval (CI): 1.07-1.19, p < 0.001]. CONCLUSION Activity scores assessed using endoscopy are strongly correlated with activity on histology regardless of endoscopic technology. VCE seems to be more accurate in predicting histological remission than WLE. However, given the heterogeneity between the included studies, head-to-head trials are warranted to confirm these findings.
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Affiliation(s)
| | | | | | - Rosanna Cannatelli
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Nunzia Labarile
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Keith Siau
- Institute for Translational Medicine, Queen Elizabeth Hospital, UHBFT, Birmingham, UK,Department of Gastroenterology, Royal Cornwall Hospitals NHS Trust, Truro, UK
| | - Cesare Hassan
- Department of Gastroenterology, Nuovo Regina Margherita Hospital, Roma, Italy
| | - Henit Yanai
- Division of Gastroenterology, Rabin Medical Center, Beilinson Campus, Petach-Tikva, Israel,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Iris Dotan
- Division of Gastroenterology, Rabin Medical Center, Beilinson Campus, Petach-Tikva, Israel,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Subrata Ghosh
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK,NIHR/Wellcome Trust Clinical Research Facility, University Hospitals Birmingham NHS Trust, University of Birmingham, Birmingham, UK,NIHR Birmingham Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK,APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
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17
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Ward D, Neumann A, Hendel JW, Riis LB, Tøttrup A, Jess T, Aalykke C. Danish Society for Gastroenterology and Hepatology's clinical recommendations for colonoscopic surveillance for colorectal dysplasia and cancer in patients with inflammatory bowel disease. Scand J Gastroenterol 2022; 57:457-464. [PMID: 34968157 DOI: 10.1080/00365521.2021.2022191] [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] [Indexed: 02/04/2023]
Abstract
OBJECTIVES We aimed to produce clinical recommendations for colonoscopic surveillance for dysplasia and colorectal cancer in patients with inflammatory bowel diseases. MATERIALS AND METHODS The Danish Society for Gastroenterology and Hepatology convened a committee to assess the literature on colorectal cancer in inflammatory bowel diseases and the effectiveness of colonoscopy surveillance, according to the Oxford Centre for Evidence Based Medicine levels of evidence. RESULTS Clinical recommendations for the colonoscopic surveillance for dysplasia and colorectal cancer in patients with inflammatory bowel diseases were produced. These guidelines cover the risk stratification, entry, and follow-up of patients in the colonoscopy programme, the choice of image-enhanced colonoscopy modality, the investigation and treatment of lesions, and the management of special patient populations in the colonoscopy programme. CONCLUSIONS Colonoscopic surveillance of inflammatory bowel disease is thought to be associated with a decreased risk of colorectal cancer and colorectal cancer-related mortality. Further evidence regarding the effectiveness of colonoscopic surveillance will contribute to understanding its role in the management of inflammatory bowel diseases. The Danish Society for Gastroenterology and Hepatology clinical guideline will aid gastroenterologists in the risk stratification of patients with inflammatory bowel disease, and the management of colorectal lesions. Gastroenterologists must inform and support patients with inflammatory bowel disease to decide whether to participate in the colonoscopic surveillance programme.
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Affiliation(s)
- Daniel Ward
- Centre for Molecular Prediction of Inflammatory Bowel Diseases, Department of Clinical Medicine, Aalborg University, Denmark
| | - Anders Neumann
- Department of Internal Medicine, Regional Hospital Viborg, Viborg, Denmark
| | | | - Lene Buhl Riis
- Department of Pathology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Anders Tøttrup
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Tine Jess
- Centre for Molecular Prediction of Inflammatory Bowel Diseases, Department of Clinical Medicine, Aalborg University, Denmark.,Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Claus Aalykke
- Department of Medicine, Section of Gastroenterology, OUH Svendborg Hospital, Svendborg, Denmark
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18
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Nardone OM, Bazarova A, Bhandari P, Cannatelli R, Daperno M, Ferraz J, Goetz M, Gui X, Hayee B, De Hertogh G, Lazarev M, Li J, Parra-Blanco A, Pastorelli L, Panaccione R, Occhipinti V, Rath T, Smith SCL, Shivaji UN, Tontini GE, Vieth M, Villanacci V, Zardo D, Bisschops R, Kiesslich R, Ghosh S, Iacucci M. Endoscopic remission assessed with PICaSSO virtual electronic chromendoscopy accurately predicts clinical outcomes in ulcerative colitis. United European Gastroenterol J 2022; 10:147-159. [PMID: 35194978 PMCID: PMC8911539 DOI: 10.1002/ueg2.12185] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 11/11/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND AND AIMS A composite endoscopic-histologic remission is increasingly explored as an important endpoint in ulcerative colitis (UC). We investigated combined endoscopic-histologic remission for predicting clinical outcomes at 12 months compared with endoscopic remission alone using the high definition virtual chromoendoscopy (VCE) Paddington International virtual ChromoendoScopy ScOre (PICaSSO) and histology scores. METHODS Ulcerative colitis patients, prospectively enrolled from 11 international centres, underwent VCE with targeted biopsies and followed up for 12 months. Endoscopic activity was assessed by Mayo Endoscopic Score (MES), Ulcerative Colitis Endoscopic Index Severity (UCEIS) followed by VCE-PICaSSO. Robarts Histopathological Index|Robarts Histological index≤3 without neutrophils in mucosa, and Nancy Histological index (NHI)≤ 1 were used to define histologic remission. Combined endoscopic-histologic remission was compared with endoscopic remission alone by Cox proportional hazards model and by two- and three-proportion analysis using pre-specified clinical outcomes. RESULTS 307 patients were recruited and 302 analysed. There was no difference in survival without specified clinical outcomes between PICaSSO defined endoscopic remission alone and endoscopic plus histologic remission in the rectum (HR 0.42, 95%CI 0.16-1.11 and HR 1.03, 95%CI 0.42-2.52 for Robarts Histological index and NHI respectively) at 12 months. There was however a significant survival advantage without specified clinical outcome events for UCEIS combined with histology compared with UCEIS alone (HR 0.30, 95%CI 0.12-0.75, p = 0.02) at 12 months (but not combined with NHI). For MES there was no advantage for predicting specified clinical outcomes at 12 months for endoscopy alone versus endoscopy plus histology, but there were differences in two and three proportion analysis at 6 months. CONCLUSION Endoscopic remission by VCE-PICaSSO alone was similar to combined endoscopic and histologic remission for predicting specified clinical outcomes at 12 months. Larger studies with specific therapeutic interventions are required to further confirm the findings.
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Affiliation(s)
- Olga Maria Nardone
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK
| | - Alina Bazarova
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK.,Institute for Biological Physics, University of Cologne, Cologne, Germany
| | - Pradeep Bhandari
- Department of Gastroenterology, Queen Alexandra Hospital, Portsmouth, UK
| | - Rosanna Cannatelli
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK
| | - Marco Daperno
- Department of Gastroenterology, University of Torino, Torino, Italy
| | - Jose Ferraz
- Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Alberta, Canada
| | - Martin Goetz
- Department of Gastroenterology, Klinikum Böblingen, Sindelfingen, Germany
| | - Xianyong Gui
- Department of Pathology, University of Washington, Seattle, Washington, USA
| | - Bu Hayee
- Department of Gastroenterology, Kings College London, London, UK
| | - Gert De Hertogh
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Mark Lazarev
- Department of Gastroenterology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Ji Li
- Department of Gastroenterology, Peking Union Medical College Hospital, Dongcheng-qu, China
| | | | - Luca Pastorelli
- Department of Gastroenterology, IRCCS Policlinico San Donato, San Donato Milanese, Italy
| | - Remo Panaccione
- Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Alberta, Canada
| | - Vincenzo Occhipinti
- Department of Gastroenterology, IRCCS Policlinico San Donato, San Donato Milanese, Italy
| | - Timo Rath
- Ludig Demling Endoscopy Center, University of Erlangen, Erlangen, Germany
| | - Samuel C L Smith
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK
| | - Uday N Shivaji
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK
| | - Gian Eugenio Tontini
- Department of Pathophysiology and Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milano, Italy
| | - Michael Vieth
- Institute for Pathology, Klinikum Bayreuth, Bayreuth, Germany
| | | | - Davide Zardo
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Raf Bisschops
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Ralf Kiesslich
- Department of Gastroenterology, Helios HSK Wiesbaden, Wiesbaden, Germany
| | - Subrata Ghosh
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK.,College of Medicine and Health and APC Microbiome Ireland, University College Cork, Cork, Ireland.,National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK
| | - Marietta Iacucci
- Institute of Immunology & Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, UK and University Hospitals Birmingham NHS Trust, Birmingham, UK.,Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Alberta, Canada.,National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK
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19
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Núñez F P, Quera R, Rubin DT. Endoscopic colorectal cancer surveillance in inflammatory bowel disease: Considerations that we must not forget. World J Gastrointest Endosc 2022; 14:85-95. [PMID: 35316980 PMCID: PMC8908328 DOI: 10.4253/wjge.v14.i2.85] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/02/2021] [Accepted: 01/23/2022] [Indexed: 02/06/2023] Open
Abstract
Inflammatory bowel disease (IBD), encompassing Crohn's disease and ulcerative colitis, is a chronic immune-mediated inflammatory disease that primarily affects the gastrointestinal tract and is characterized by periods of activity and remission. The inflammatory activity of the disease involving the colon and rectum increases the risk of colorectal cancer (CRC) over the years. Although prevention strategies are evolving, regular surveillance for early detection of neoplasia as a secondary prevention strategy is paramount in the care of IBD patients. In this review article, we discuss the current evidence of the risks of developing CRC and evaluate the best available strategies for screening and surveillance, as well as future opportunities for cancer prevention.
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Affiliation(s)
- Paulina Núñez F
- Universidad de los Andes, Digestive Disease Center, Inflammatory Bowel Disease Program, Clinica, Santiago 7620157, RM, Chile
- Department of Gastroenterology, Hospital San Juan de Dios. Universidad de Chile, Santiago 7701230, RM, Chile
| | - Rodrigo Quera
- Universidad de los Andes, Digestive Disease Center, Inflammatory Bowel Disease Program, Clinica, Santiago 7620157, RM, Chile
| | - David T Rubin
- Medicine Inflammatory Bowel Disease Center, University of Chicago, Chicago, IL 60637, United States
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20
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Alfonso-Garcia A, Cevallos SA, Lee JY, Li C, Bec J, Bäumler AJ, Marcu L. Assessment of Murine Colon Inflammation Using Intraluminal Fluorescence Lifetime Imaging. Molecules 2022; 27:1317. [PMID: 35209104 PMCID: PMC8875403 DOI: 10.3390/molecules27041317] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/11/2022] [Accepted: 02/13/2022] [Indexed: 01/22/2023] Open
Abstract
Inflammatory bowel disease (IBD) is typically diagnosed by exclusion years after its onset. Current diagnostic methods are indirect, destructive, or target overt disease. Screening strategies that can detect low-grade inflammation in the colon would improve patient prognosis and alleviate associated healthcare costs. Here, we test the feasibility of fluorescence lifetime imaging (FLIm) to detect inflammation from thick tissue in a non-destructive and label-free approach based on tissue autofluorescence. A pulse sampling FLIm instrument with 355 nm excitation was coupled to a rotating side-viewing endoscopic probe for high speed (10 mm/s) intraluminal imaging of the entire mucosal surface (50-80 mm) of freshly excised mice colons. Current results demonstrate that tissue autofluorescence lifetime was sensitive to the colon anatomy and the colonocyte layer. Moreover, mice under DSS-induced colitis and 5-ASA treatments showed changes in lifetime values that were qualitatively related to inflammatory markers consistent with alterations in epithelial bioenergetics (switch between β-oxidation and aerobic glycolysis) and physical structure (colon length). This study demonstrates the ability of intraluminal FLIm to image mucosal lifetime changes in response to inflammatory treatments and supports the development of FLIm as an in vivo imaging technique for monitoring the onset, progression, and treatment of inflammatory diseases.
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Affiliation(s)
- Alba Alfonso-Garcia
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
| | - Stephanie A. Cevallos
- Medical Microbiology and Immunology Department, University of California, Davis, CA 95616, USA; (S.A.C.); (J.-Y.L.); (A.J.B.)
| | - Jee-Yon Lee
- Medical Microbiology and Immunology Department, University of California, Davis, CA 95616, USA; (S.A.C.); (J.-Y.L.); (A.J.B.)
| | - Cai Li
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
| | - Julien Bec
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
| | - Andreas J. Bäumler
- Medical Microbiology and Immunology Department, University of California, Davis, CA 95616, USA; (S.A.C.); (J.-Y.L.); (A.J.B.)
| | - Laura Marcu
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
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21
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Parigi TL, Mastrorocco E, Da Rio L, Allocca M, D’Amico F, Zilli A, Fiorino G, Danese S, Furfaro F. Evolution and New Horizons of Endoscopy in Inflammatory Bowel Diseases. J Clin Med 2022; 11:jcm11030872. [PMID: 35160322 PMCID: PMC8837111 DOI: 10.3390/jcm11030872] [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: 01/01/2022] [Revised: 01/30/2022] [Accepted: 02/01/2022] [Indexed: 12/15/2022] Open
Abstract
Endoscopy is the mainstay of inflammatory bowel disease (IBD) evaluation and the pillar of colorectal cancer surveillance. Endoscopic equipment, both hardware and software, are advancing at an incredible pace. Virtual chromoendoscopy is now widely available, allowing the detection of subtle inflammatory changes, thus reducing the gap between endoscopic and histologic assessment. The progress in the field of artificial intelligence (AI) has been remarkable, and numerous applications are now in an advanced stage of development. Computer-aided diagnosis (CAD) systems are likely to reshape most of the evaluations that are now prerogative of human endoscopists. Furthermore, sophisticated tools such as endocytoscopy and probe-based confocal laser endomicroscopy (pCLE) are enhancing our assessment of inflammation and dysplasia. Finally, pCLE combined with molecular labeling could pave the way to a new paradigm of personalized medicine. This review aims to summarize the main changes that occurred in the field of IBD endoscopy and to explore the most promising novelties.
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Affiliation(s)
- Tommaso Lorenzo Parigi
- Department of Biomedical Sciences, Humanitas University, 20090 Milan, Italy; (T.L.P.); (E.M.); (L.D.R.)
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK
| | - Elisabetta Mastrorocco
- Department of Biomedical Sciences, Humanitas University, 20090 Milan, Italy; (T.L.P.); (E.M.); (L.D.R.)
| | - Leonardo Da Rio
- Department of Biomedical Sciences, Humanitas University, 20090 Milan, Italy; (T.L.P.); (E.M.); (L.D.R.)
| | - Mariangela Allocca
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, 20132 Milan, Italy; (M.A.); (F.D.); (A.Z.); (G.F.); (S.D.)
| | - Ferdinando D’Amico
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, 20132 Milan, Italy; (M.A.); (F.D.); (A.Z.); (G.F.); (S.D.)
| | - Alessandra Zilli
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, 20132 Milan, Italy; (M.A.); (F.D.); (A.Z.); (G.F.); (S.D.)
| | - Gionata Fiorino
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, 20132 Milan, Italy; (M.A.); (F.D.); (A.Z.); (G.F.); (S.D.)
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, 20132 Milan, Italy; (M.A.); (F.D.); (A.Z.); (G.F.); (S.D.)
| | - Federica Furfaro
- IBD Center, Humanitas Research Hospital, 20089 Milan, Italy
- Correspondence: ; Tel.: +39-0282245555
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22
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Pal P, Singh AP, Kanuri ND, Banerjee R. Electronic chromo-endoscopy: technical details and a clinical perspective. Transl Gastroenterol Hepatol 2022; 7:6. [PMID: 35243115 PMCID: PMC8826039 DOI: 10.21037/tgh-19-373] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 05/12/2020] [Indexed: 08/13/2023] Open
Abstract
Precise endoscopic assessment is necessary to detect neoplastic changes in an early stage. Electronic or virtual chromo-endoscopy (ECE) is an alternative to conventional dye-based chromo-endoscopy which markedly improves capillary pattern and hence can detect micro-vessel morphological changes of early neoplasia to target biopsies and aid in diagnosis. The clinical significance increased after the advent of endoscopic treatment modalities like ESD/EMR which requires precise delineation of extent and depth of lesion. Most of the studies have used narrow-band imaging (NBI) (Olympus Medical Systems Tokyo, Japan), although data from i-SCAN (PENTAX Endoscopy, Tokyo, Japan) and flexible spectral imaging color enhancement (FICE) (Fujinon, Fujifilm Medical Co, Saitama, Japan) are emerging. Electronic chromo-endoscopy is convenient compared to dye-based chromo-endoscopy in the sense that it is available at the push of a button in endoscope and reduces procedure time substantially with comparable efficacy. Scope of this review is to discuss available electronic chromo-endoscopy modalities and their role in the diagnosis, surveillance, and management of early GI neoplasia.
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Affiliation(s)
- Partha Pal
- Department of Medical Gastroenterology, AIG hospitals, Hyderabad, India
| | | | - Navya D Kanuri
- Department of Medical Gastroenterology, AIG hospitals, Hyderabad, India
| | - Rupa Banerjee
- Department of Medical Gastroenterology, AIG hospitals, Hyderabad, India
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23
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Colorectal Cancer Surveillance in Patients with Inflammatory Bowel Diseases: Chromoendoscopy or Non-Chromoendoscopy, That Is the Question. J Clin Med 2022; 11:jcm11030509. [PMID: 35159961 PMCID: PMC8836765 DOI: 10.3390/jcm11030509] [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: 11/14/2021] [Revised: 01/03/2022] [Accepted: 01/17/2022] [Indexed: 12/07/2022] Open
Abstract
Subjects affected by ulcerative colitis and Crohn’s disease with colonic localization have an increased risk of colorectal cancer (CRC). Surveillance colonoscopy is recommended by international guidelines as it can detect early-stage CRC. Based on previous evidence, in 2015 the Surveillance for Colorectal Endoscopic Neoplasia Detection and Management in Inflammatory Bowel Disease Patients International Consensus indicated dye chromoendoscopy (DCE) as the most effective technique for detecting dysplasia. However, advances in endoscopic technology such as high-definition colonoscopes and dye-less virtual chromoendoscopy (VCE) may change future practice. In this review, we summarize the available evidence on CRC surveillance in IBD, focusing on the emerging role of high-definition white light endoscopy (HD-WLE) and VCE over the standard DCE, and the current role of random biopsies.
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24
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Kröner PT, Engels MML, Glicksberg BS, Johnson KW, Mzaik O, van Hooft JE, Wallace MB, El-Serag HB, Krittanawong C. Artificial intelligence in gastroenterology: A state-of-the-art review. World J Gastroenterol 2021; 27:6794-6824. [PMID: 34790008 PMCID: PMC8567482 DOI: 10.3748/wjg.v27.i40.6794] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/15/2021] [Accepted: 09/16/2021] [Indexed: 02/06/2023] Open
Abstract
The development of artificial intelligence (AI) has increased dramatically in the last 20 years, with clinical applications progressively being explored for most of the medical specialties. The field of gastroenterology and hepatology, substantially reliant on vast amounts of imaging studies, is not an exception. The clinical applications of AI systems in this field include the identification of premalignant or malignant lesions (e.g., identification of dysplasia or esophageal adenocarcinoma in Barrett’s esophagus, pancreatic malignancies), detection of lesions (e.g., polyp identification and classification, small-bowel bleeding lesion on capsule endoscopy, pancreatic cystic lesions), development of objective scoring systems for risk stratification, predicting disease prognosis or treatment response [e.g., determining survival in patients post-resection of hepatocellular carcinoma), determining which patients with inflammatory bowel disease (IBD) will benefit from biologic therapy], or evaluation of metrics such as bowel preparation score or quality of endoscopic examination. The objective of this comprehensive review is to analyze the available AI-related studies pertaining to the entirety of the gastrointestinal tract, including the upper, middle and lower tracts; IBD; the hepatobiliary system; and the pancreas, discussing the findings and clinical applications, as well as outlining the current limitations and future directions in this field.
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Affiliation(s)
- Paul T Kröner
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL 32224, United States
| | - Megan ML Engels
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL 32224, United States
- Cancer Center Amsterdam, Department of Gastroenterology and Hepatology, Amsterdam UMC, Location AMC, Amsterdam 1105, The Netherlands
| | - Benjamin S Glicksberg
- The Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Kipp W Johnson
- The Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Obaie Mzaik
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL 32224, United States
| | - Jeanin E van Hooft
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Amsterdam 2300, The Netherlands
| | - Michael B Wallace
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL 32224, United States
- Division of Gastroenterology and Hepatology, Sheikh Shakhbout Medical City, Abu Dhabi 11001, United Arab Emirates
| | - Hashem B El-Serag
- Section of Gastroenterology and Hepatology, Michael E. DeBakey VA Medical Center and Baylor College of Medicine, Houston, TX 77030, United States
- Section of Health Services Research, Michael E. DeBakey VA Medical Center and Baylor College of Medicine, Houston, TX 77030, United States
| | - Chayakrit Krittanawong
- Section of Health Services Research, Michael E. DeBakey VA Medical Center and Baylor College of Medicine, Houston, TX 77030, United States
- Section of Cardiology, Michael E. DeBakey VA Medical Center, Houston, TX 77030, United States
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25
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Iacucci M, Jeffery L, Acharjee A, Nardone OM, Zardo D, Smith SCL, Bazarova A, Cannatelli R, Shivaji UN, Williams J, Gkoutos G, Ghosh S. Ultra-high Magnification Endocytoscopy and Molecular Markers for Defining Endoscopic and Histologic Remission in Ulcerative Colitis-An Exploratory Study to Define Deep Remission. Inflamm Bowel Dis 2021; 27:1719-1730. [PMID: 34019073 PMCID: PMC8528147 DOI: 10.1093/ibd/izab059] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Endoscopic and histological remission are both important treatment goals in patients with ulcerative colitis (UC). We aimed to define cellular architecture, expression of molecular markers, and their correlation with endoscopic scores assessed by ultra-high magnification endocytoscopy (ECS) and histological scores. METHODS Patients with UC (n = 29) were prospectively recruited. The correlation among ECS score (ECSS), Mayo endoscopic score (MES), and histological scores were determined. Area under curve were plotted to determine the best thresholds for ECSS that predicted histological remission by Robarts (RHI) and Nancy Histological Index (NHI).Soluble analytes relevant to inflammation were measured in serum and mucosal culture supernatants using ProcartaPlex Luminex assays and studied by partial least square discriminant analysis and logistic model. Mucosal RNA sequencing and bioinformatics analysis were performed to define differentially expressed genes/pathways. RESULTS Endocytoscope scoring system correlated strongly with RHI (r = 0.89; 95% CI, 0.51-0.98) and NHI (r = 0.86; 95% CI, 0.42-0.98) but correlated poorly with MES (r = 0.28; 95% CI, 0.27-0.70). We identified soluble brain-derived neurotrophic factors (BDNF), macrophage inflammatory proteins (MIP-1 α) and soluble vascular cell adhesion molecule 1 (sVCAM-1) predicted histological remission. Mucosal biopsy cultures also identified sVCAM-1 associated with healed mucosa. RNA-seq analysis identified gene expressions shared between ECSS, RHI, or NHI defined healing. A number of gene expressions and pathways were identified including inflammation and metabolic and tumor suppressors that discriminated healed from nonhealed mucosa. CONCLUSIONS Endocytoscopy represents an interesting tool that may sit between endoscopy and histology-but closer to the latter-identifying gene expression markers and pathways that are also identified by histology.
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Affiliation(s)
- Marietta Iacucci
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
- NIHR Wellcome Trust Clinical Research Facilities University Hospitals Birmingham NHS Trust, University of Birmingham, Birmingham, UK
- NIHR Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Louisa Jeffery
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
| | - Animesh Acharjee
- Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham, UK
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham, Birmingham
| | - Olga Maria Nardone
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
| | - Davide Zardo
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Samuel C L Smith
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
| | - Alina Bazarova
- Institute for Biological Physics, University of Cologne, Cologne, Germany
| | - Rosanna Cannatelli
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
| | - Uday N Shivaji
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
- NIHR Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - John Williams
- Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham, UK
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
| | - Georgios Gkoutos
- Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham, UK
- Institute of Translational Medicine, University of Birmingham, Birmingham, UK
- NIHR Surgical Reconstruction and Microbiology Research Centre, University Hospital Birmingham, Birmingham
- MRC Health Data Research UK (HDR), Birmingham, UK
| | - Subrata Ghosh
- Institute of Immunology & Immunotherapy University of Birmingham, Birmingham, UK
- NIHR Wellcome Trust Clinical Research Facilities University Hospitals Birmingham NHS Trust, University of Birmingham, Birmingham, UK
- NIHR Biomedical Research Centre, University of Birmingham and University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
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26
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Li Y, Li C, Tu Y, Tao J, Liu P, Xu H, Tang Y, Gu Y. In vivo assessing colitis severity by topical administration of fluorescent probe against neutrophils. Talanta 2021; 233:122519. [PMID: 34215134 DOI: 10.1016/j.talanta.2021.122519] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 05/09/2021] [Accepted: 05/11/2021] [Indexed: 12/12/2022]
Abstract
Inflammatory bowel disease has become a global burden given its high incidence and refractory to medical treatment. Improved diagnostic strategies to monitor disease activity more accurately are necessary to conduct and evaluate medical treatment. High level of neutrophil infiltration in colon is associated with poor prognosis and enhanced risk of developing colitis-associated cancer. Herein, to accurately monitor neutrophil levels in colitis condition, we designed and constructed a specific probe (CPM), consisting of a neutrophil formyl peptide receptor targeting group (cFLFLFK), a short PEG linker and a near-infrared fluorescent dye. CPM selectively identified neutrophils in vitro and preferentially recognized neutrophils in vivo with enhanced targeting ability and biodistribution property. After verified the ability to target activated neutrophils, CPM was used to detect neutrophils in experimental colitis by systemic and topical administration. Compared to systemic administration, topical administration of CPM allows lower dosage, higher target-to-background ratio and longer duration of effective monitoring. More importantly, we used CPM to assess neutrophil levels in the course of colitis development. The fluorescence intensity of CPM increased along with colitis progression. Additionally, CPM was used to detected neutrophil levels in colitis-associated cancer and enhanced neutrophil infiltration in the tumor sites was detected. In conclusion, the probe CPM is a promising tool for in vivo improved diagnosis of colitis severity by monitoring the extent of neutrophil infiltration.
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Affiliation(s)
- Yi Li
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China
| | - Chang Li
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China
| | - Yuanbiao Tu
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China; Jiangzhong Cancer Research Center, Jiangxi University of Traditional Chinese Medicine, No.1688 Meiling Road, Wanli District, Nanchang, 330004, China
| | - Ji Tao
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China
| | - Peifei Liu
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China
| | - Haoran Xu
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China
| | - Yongjia Tang
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China
| | - Yueqing Gu
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane, Gulou District, Nanjing, 210009, China.
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27
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Solitano V, D’Amico F, Allocca M, Fiorino G, Zilli A, Loy L, Gilardi D, Radice S, Correale C, Danese S, Peyrin-Biroulet L, Furfaro F. Rediscovering histology: what is new in endoscopy for inflammatory bowel disease? Therap Adv Gastroenterol 2021; 14:17562848211005692. [PMID: 33948114 PMCID: PMC8053840 DOI: 10.1177/17562848211005692] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 03/08/2021] [Indexed: 02/04/2023] Open
Abstract
The potential of endoscopic evaluation in the management of inflammatory bowel diseases (IBD) has undoubtedly grown over the last few years. When dealing with IBD patients, histological remission (HR) is now considered a desirable target along with symptomatic and endoscopic remission, due to its association with better long-term outcomes. Consequently, the ability of endoscopic techniques to reflect microscopic findings in vivo without having to collect biopsies has become of upmost importance. In this context, a more accurate evaluation of inflammatory disease activity and the detection of dysplasia represent two mainstay targets for IBD endoscopists. New diagnostic technologies have been developed, such as dye-less chromoendoscopy, endomicroscopy, and molecular imaging, but their real incorporation in daily practice is not yet well defined. Although dye-chromoendoscopy is still recommended as the gold standard approach in dysplasia surveillance, recent research questioned the superiority of this technique over new advanced dye-less modalities [narrow band imaging (NBI), Fuji intelligent color enhancement (FICE), i-scan, blue light imaging (BLI) and linked color imaging (LCI)]. The endoscopic armamentarium might also be enriched by new video capsule endoscopy for monitoring disease activity, and high expectations are placed on the application of artificial intelligence (AI) systems to reduce operator-subjectivity and inter-observer variability. The goal of this review is to provide an updated insight on contemporary knowledge regarding new endoscopic techniques and devices, with special focus on their role in the assessment of disease activity and colorectal cancer surveillance.
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Affiliation(s)
- Virginia Solitano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Ferdinando D’Amico
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy,IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Mariangela Allocca
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy,IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Gionata Fiorino
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy,IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Alessandra Zilli
- IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Laura Loy
- IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Daniela Gilardi
- IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Simona Radice
- IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Carmen Correale
- IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Silvio Danese
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy,IBD Center, Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology and Inserm NGERE U1256, University Hospital of Nancy, University of Lorraine, Vandoeuvre-lès-Nancy, France
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Cannatelli R, Bazarova A, Zardo D, Nardone OM, Shivaji U, Smith SCL, Gkoutos G, Ricci C, Gui XS, Ghosh S, Iacucci M. Fecal Calprotectin Thresholds to Predict Endoscopic Remission Using Advanced Optical Enhancement Techniques and Histological Remission in IBD Patients. Inflamm Bowel Dis 2021; 27:647-654. [PMID: 32592477 DOI: 10.1093/ibd/izaa163] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Fecal calprotectin (FC) is a common surrogate marker of mucosal healing (MH) in patients with ulcerative colitis (UC) and Crohn's disease (CD). We investigated the optimum FC thresholds for defining endoscopic remission (ER) and histological remission (HR) using advanced endoscopic techniques. PATIENTS AND METHODS In this cross-sectional study, we collected clinical, endoscopic, histological data, and FC from 76 UC and 41 CD patients. Receiver operating characteristic curves were created to evaluate the optimum cut-off of FC to predict ER evaluated by Mayo Endoscopic Score (MES), Ulcerative Colitis Endoscopic Index of Severity (UCEIS), and modified PICaSSO (Paddington International Virtual Chromoendoscopy Score) for UC patients and Simple Endoscopic Score (SES-CD) in CD patients; and HR was scored by the Robarts Histology Index (RHI) and Nancy Index for UC and modified Riley for CD. RESULTS In UC patients, the best thresholds of FC to identify ER calculated with MES, UCEIS, and modified PICaSSO were 112, 148, and 161 mcg/g with accuracy of 86.9% 86.8%, and 81.6%, respectively. The best value of FC to predict HR was 112 mcg/g and 172 mcg/g with accuracy of 84.2% and 81.6% for RHI and Nancy Index, respectively.In CD patients, the best cut-off of FC to predict ER was 96 mcg/g with accuracy of 82.9%. The HR was best predicted by an FC value of 225 mcg/g with accuracy of 75.6%. CONCLUSIONS The FC value threshold between 112 and 172 mcg/g could identify ER and HR in UC patients, whereas a value under 225 mcg/g should be considered for CD patients.
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Affiliation(s)
- Rosanna Cannatelli
- Institute of Translational Medicine, University of Birmingham, UK.,Gastroenterology Unit, Spedali Civili di Brescia, Italy
| | - Alina Bazarova
- Institute for Biological Physics, University of Cologne, Germany
| | - Davide Zardo
- Department of Histopathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, West Midlands, United Kingdom
| | | | - Uday Shivaji
- Institute of Translational Medicine, University of Birmingham, UK.,NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Samuel Charles Lloyd Smith
- Institute of Translational Medicine, University of Birmingham, UK.,NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Georgios Gkoutos
- Institute of Translational Medicine, University of Birmingham, UK
| | - Chiara Ricci
- Gastroenterology Unit, Spedali Civili di Brescia, Italy.,Department of Clinical and Sperimental Sciences, University of Brescia, Italy
| | - Xianyong Sean Gui
- Department of Pathology, University of Washington School of Medicine, Seattle, WA, USA
| | - Subrata Ghosh
- Institute of Translational Medicine, University of Birmingham, UK.,NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK.,IBD Unit, University of Calgary, Calgary, AB, Canada
| | - Marietta Iacucci
- Institute of Translational Medicine, University of Birmingham, UK.,NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK.,IBD Unit, University of Calgary, Calgary, AB, Canada
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29
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Iacucci M, Smith SCL, Bazarova A, Shivaji UN, Bhandari P, Cannatelli R, Daperno M, Ferraz J, Goetz M, Gui X, Hayee B, De Hertogh G, Lazarev M, Li J, Nardone OM, Parra-Blanco A, Pastorelli L, Panaccione R, Occhipinti V, Rath T, Tontini GE, Vieth M, Villanacci V, Zardo D, Bisschops R, Kiesslich R, Ghosh S. An International Multicenter Real-Life Prospective Study of Electronic Chromoendoscopy Score PICaSSO in Ulcerative Colitis. Gastroenterology 2021; 160:1558-1569.e8. [PMID: 33347880 DOI: 10.1053/j.gastro.2020.12.024] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 10/28/2020] [Accepted: 12/11/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS Endoscopic and histologic remission are important goals in the treatment of ulcerative colitis (UC). We investigated the correlation of the recently developed Paddington International Virtual ChromoendoScopy ScOre (PICaSSO) and other established endoscopic scores against multiple histological indices and prospectively assessed outcomes. METHODS In this prospective multicenter international study, inflammatory activity was assessed with high-definition and virtual chromoendoscopy in the rectum and sigmoid using the Mayo Endoscopic Score (MES), UC Endoscopic Index of Severity (UCEIS), and PICaSSO. Targeted biopsies were taken for assessment using Robarts Histological Index (RHI), Nancy Histological index (NHI), ECAP (Extent, Chronicity, Activity, Plus score), Geboes, and Villanacci. Follow-up data were obtained at 6 and 12 months after colonoscopy. RESULTS A total of 307 patients were recruited. There was strong correlation between PICaSSO and histology scores, significantly superior to correlation coefficients of MES and UCEIS with histology scores. A PICaSSO score of ≤3 detected histologic remission by RHI (≤3 + absence of neutrophils) with area under the receiver operating characteristic curve (AUROC) 0.90 (95% confidence interval [CI] 0.86-0.94) and NHI (≤1) AUROC 0.82 (95% CI 0.77-0.87). The interobserver agreement for PICaSSO was 0.88 (95% CI 0.83-0.92). At 6- and 12-months follow-up, PICaSSO score ≤3 predicted better outcomes than PICaSSO >3 (hazard ratio [HR] 0.19 [0.11-0.33] and 0.22 [0.13-0.34], respectively),} as well as PICaSSO 4-8 (HR 0.25 [0.12-0.53] and 0.22 (0.12-0.39), respectively) and similar to histologic remission. CONCLUSION In this first real-life multicenter study, the PICaSSO score correlated strongly with multiple histological indices. Furthermore, PICaSSO score predicted specified clinical outcomes at 6 and 12 months, similar to histology. Thus, PICaSSO can be a useful endoscopic tool in the therapeutic management of UC.
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Affiliation(s)
- Marietta Iacucci
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom; National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, United Kingdom; Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Canada.
| | - Samuel C L Smith
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom
| | - Alina Bazarova
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom; Institute for Biological Physics, University of Cologne, Cologne, Germany
| | - Uday N Shivaji
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom; National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, United Kingdom
| | - Pradeep Bhandari
- Division of Gastroenterology, Queen Alexandra Hospital, Portsmouth, United Kingdom
| | - Rosanna Cannatelli
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom; Department of Gastroenterology, Spedali Civili, Brescia, Italy
| | - Marco Daperno
- Division of Gastroenterology, University of Torino, Torino, Italy
| | - Jose Ferraz
- Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Canada
| | - Martin Goetz
- Division of Gastroenterology, Klinikum Böblingen, Germany
| | - Xianyong Gui
- Division of Gastroenterology, University of Washington, Seattle, Washington
| | - Bu Hayee
- Division of Gastroenterology, Kings College London, London, United Kingdom
| | - Gert De Hertogh
- Division of Gastroenterology, University Hospitals Leuven, Belgium
| | - Mark Lazarev
- Division of Gastroenterology, Johns Hopkins Hospital, Baltimore, Maryland
| | - Jim Li
- Division of Gastroenterology, Peking Union Medical College Hospital, Beijing, China
| | - Olga M Nardone
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom
| | - Adolfo Parra-Blanco
- Division of Gastroenterology, University of Nottingham, Nottingham, United Kingdom
| | - Luca Pastorelli
- Division of Gastroenterology, IRCCS Policlinico San Donato, Milan, Italy
| | - Remo Panaccione
- Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Canada
| | | | - Timo Rath
- Division of Gastroenterology, University of Erlangen, Erlangen, Germany
| | - Gian Eugenio Tontini
- Division of Gastroenterology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | | | | | - Davide Zardo
- Division of Gastroenterology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Raf Bisschops
- Division of Gastroenterology, University Hospitals Leuven, Belgium
| | | | - Subrata Ghosh
- Institute of Immunology and Immunotherapy, NIHR Wellcome Trust Clinical Research Facilities, University of Birmingham, and University Hospitals Birmingham NHS Trust, Birmingham, United Kingdom; National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, United Kingdom; Division of Gastroenterology and Hepatology, University of Calgary, Calgary, Canada
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30
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Gutierrez Becker B, Arcadu F, Thalhammer A, Gamez Serna C, Feehan O, Drawnel F, Oh YS, Prunotto M. Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data. Ther Adv Gastrointest Endosc 2021; 14:2631774521990623. [PMID: 33718871 PMCID: PMC7917417 DOI: 10.1177/2631774521990623] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/03/2021] [Indexed: 11/16/2022] Open
Abstract
Introduction: The Mayo Clinic Endoscopic Subscore is a commonly used grading system to assess the severity of ulcerative colitis. Correctly grading colonoscopies using the Mayo Clinic Endoscopic Subscore is a challenging task, with suboptimal rates of interrater and intrarater variability observed even among experienced and sufficiently trained experts. In recent years, several machine learning algorithms have been proposed in an effort to improve the standardization and reproducibility of Mayo Clinic Endoscopic Subscore grading. Methods: Here we propose an end-to-end fully automated system based on deep learning to predict a binary version of the Mayo Clinic Endoscopic Subscore directly from raw colonoscopy videos. Differently from previous studies, the proposed method mimics the assessment done in practice by a gastroenterologist, that is, traversing the whole colonoscopy video, identifying visually informative regions and computing an overall Mayo Clinic Endoscopic Subscore. The proposed deep learning–based system has been trained and deployed on raw colonoscopies using Mayo Clinic Endoscopic Subscore ground truth provided only at the colon section level, without manually selecting frames driving the severity scoring of ulcerative colitis. Results and Conclusion: Our evaluation on 1672 endoscopic videos obtained from a multisite data set obtained from the etrolizumab Phase II Eucalyptus and Phase III Hickory and Laurel clinical trials, show that our proposed methodology can grade endoscopic videos with a high degree of accuracy and robustness (Area Under the Receiver Operating Characteristic Curve = 0.84 for Mayo Clinic Endoscopic Subscore ⩾ 1, 0.85 for Mayo Clinic Endoscopic Subscore ⩾ 2 and 0.85 for Mayo Clinic Endoscopic Subscore ⩾ 3) and reduced amounts of manual annotation. Plain language summary Patient, caregiver and provider thoughts on educational materials about prescribing and medication safety Artificial intelligence can be used to automatically assess full endoscopic videos and estimate the severity of ulcerative colitis. In this work, we present an artificial intelligence algorithm for the automatic grading of ulcerative colitis in full endoscopic videos. Our artificial intelligence models were trained and evaluated on a large and diverse set of colonoscopy videos obtained from concluded clinical trials. We demonstrate not only that artificial intelligence is able to accurately grade full endoscopic videos, but also that using diverse data sets obtained from multiple sites is critical to train robust AI models that could potentially be deployed on real-world data.
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Affiliation(s)
- Benjamin Gutierrez Becker
- Roche Pharma Research and Early Development Informatics, Roche Innovation Center Basel, Basel, Switzerland
| | - Filippo Arcadu
- Roche Pharma Research and Early Development Informatics, Roche Innovation Center Basel, Basel, Switzerland
| | - Andreas Thalhammer
- Roche Pharma Research and Early Development Informatics, Roche Innovation Center Basel, Basel, Switzerland
| | - Citlalli Gamez Serna
- Roche Pharma Research and Early Development Informatics, Roche Innovation Center Basel, Basel, Switzerland
| | - Owen Feehan
- Roche Pharma Research and Early Development Informatics, Roche Innovation Center Basel, Basel, Switzerland
| | - Faye Drawnel
- Roche Personalized Healthcare, Genentech, Inc., South San Francisco, CA, USA
| | - Young S Oh
- Product Development, Genentech, Inc., 1 DNA Way, South San Francisco, CA, USA
| | - Marco Prunotto
- School of Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Rue Michel-Servet 1, 1211 Geneva 4, Switzerland. Immunology, Infectious Disease & Ophthalmology, Roche, Basel, Switzerland
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31
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Iacucci M, Cannatelli R, Gui X, Zardo D, Bazarova A, Gkoutos GV, Lethebe BC, Kaplan GG, Panaccione R, Kiesslich R, Ghosh S. Assessment of Endoscopic Healing by Using Advanced Technologies Reflects Histological Healing in Ulcerative Colitis. J Crohns Colitis 2020; 14:1282-1289. [PMID: 32201877 DOI: 10.1093/ecco-jcc/jjaa056] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Several studies have reported that ulcerative colitis [UC] patients with endoscopic mucosal healing may still have histological inflammation. We investigated the relationship between mucosal healing defined by modified PICaSSO [Paddington International Virtual ChromoendoScopy ScOre], Mayo Endoscopic Score [MES] and probe-based confocal laser endomicroscopy [pCLE] with histological indices in UC. METHODS A prospective study enrolling 82 UC patients [male 66%] was conducted. High-definition colonoscopy was performed to evaluate the activity of the disease with MES assessed with High-Definition MES [HD-MES] and modified PICaSSO and targeted biopsies were taken; pCLE was then performed. Receiver operating characteristic [ROC] curves were plotted to determine the best thresholds for modified PICaSSO and pCLE scores that predicted histological healing according to the Robarts Histopathology Index [RHI] and ECAP 'Extension, Chronicity, Activity, Plus' histology score. RESULTS A modified PICaSSO of ≤ 4 predicted histological healing at RHI ≤ 3, with sensitivity, specificity, accuracy and area under the ROC curve [AUROC] of 89.8%, 95.7%, 91.5% and 95.9% respectively. The sensitivity, specificity, accuracy and AUROC of HD-MES to predict histological healing by RHI were 81.4%, 95.7%, 85.4% and 92.1%, respectively. A pCLE ≤ 10 predicted histological healing with sensitivity of 94.9%, specificity of 91.3%, accuracy of 93.9% and AUROC of 96.5%. An ECAP of ≤ 10 was predicted by modified PICaSSO ≤ 4 with accuracy of 91.5% and AUROC of 95.9%. CONCLUSION Histological healing by RHI and ECAP is accurately predicted by HD-MES and modified virtual electronic chromoendoscopy PICaSSO, endoscopic score; and the use of pCLE did not improve the accuracy any further.
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Affiliation(s)
- Marietta Iacucci
- Institute of Translational Medicine, Institute of Immunology and Immunotherapy and NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK.,Division of Gastroenterology and Hepatology, University of Calgary, Canada
| | - Rosanna Cannatelli
- Institute of Translational Medicine, Institute of Immunology and Immunotherapy and NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Xianyong Gui
- Department of Pathology, University of Washington, USA
| | - Davide Zardo
- Department of Histopathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, West Midlands, UK
| | - Alina Bazarova
- Institute of Translational Medicine, Institute of Immunology and Immunotherapy and NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Georgios V Gkoutos
- Institute of Translational Medicine, Institute of Immunology and Immunotherapy and NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Brendan Cord Lethebe
- Department of Community Health Sciences, Clinical Research Unit, University of Calgary, Canada
| | - Gilaad G Kaplan
- Division of Gastroenterology and Hepatology, University of Calgary, Canada
| | - Remo Panaccione
- Division of Gastroenterology and Hepatology, University of Calgary, Canada
| | - Ralf Kiesslich
- Department of Medicine, HSK Hospital, Wiesbaden, Germany
| | - Subrata Ghosh
- Institute of Translational Medicine, Institute of Immunology and Immunotherapy and NIHR Birmingham Biomedical Research Centre, University Hospitals NHS Foundation Trust and University of Birmingham, Birmingham, UK.,Division of Gastroenterology and Hepatology, University of Calgary, Canada
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32
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Vespa E, Furfaro F, Allocca M, Fiorino G, Correale C, Gilardi D, Argollo M, Zilli A, Zacharopoulou E, Loy L, Danese S. Endoscopy after surgery in inflammatory bowel disease: Crohn's disease recurrence and pouch surveillance. Expert Rev Gastroenterol Hepatol 2020; 14:829-841. [PMID: 32758015 DOI: 10.1080/17474124.2020.1807325] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Crohn's disease (CD) and ulcerative colitis (UC) are immune-mediated disorders characterized by a chronic inflammation, with intermittent exacerbations of symptoms and inflammation. In both diseases, medical treatment has made revolutionary steps forward. Nevertheless, surgery is still required in many cases due to inefficacy of multiple medical therapies. It is not clear whether surgery rates in inflammatory bowel diseases (IBD) are currently decreasing despite all improvements. AREAS COVERED Multidisciplinary management is critical in surgical patients to improve long-term outcomes. Endoscopy plays a crucial role, both before and after surgery, in planning therapeutic strategies and stratifying risk of recurrence. Aim of this review is to provide a deeper insight into the central role of endoscopy in the postoperative management of IBD patients, focusing on recent research advances, future challenges and unresolved questions. EXPERT OPINION Both UC and CD surgical patients need endoscopy to define the correct therapeutic choice, predict subsequent disease course and adopt the correct surveillance strategy. In the next future, newer endoscopic techniques could be systematically applied in IBD patients after surgery, to assess early postoperative inflammation, response to treatment, or, regarding UC, to provide enhanced pouch surveillance, allowing for early detection of inflammation and dysplasia.
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Affiliation(s)
- Edoardo Vespa
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy.,Department of Biomedical Sciences, Humanitas University , Milan, Italy
| | - Federica Furfaro
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy
| | - Mariangela Allocca
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy.,Department of Biomedical Sciences, Humanitas University , Milan, Italy
| | - Gionata Fiorino
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy.,Department of Biomedical Sciences, Humanitas University , Milan, Italy
| | - Carmen Correale
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy
| | - Daniela Gilardi
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy
| | - Marjorie Argollo
- IBD Unit, Department of Gastroenterology, Universidade Federal de São Paulo , São Paulo, Brazil
| | - Alessandra Zilli
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy
| | - Eirini Zacharopoulou
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy
| | - Laura Loy
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy
| | - Silvio Danese
- IBD Center, Department of Gastroenterology, Humanitas Clinical and Research Center - IRCCS , Rozzano (Mi), Italy.,Department of Biomedical Sciences, Humanitas University , Milan, Italy
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33
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Bossuyt P, Vermeire S, Bisschops R. Scoring endoscopic disease activity in IBD: artificial intelligence sees more and better than we do. Gut 2020; 69:788-789. [PMID: 30954951 DOI: 10.1136/gutjnl-2019-318235] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 03/22/2019] [Accepted: 03/26/2019] [Indexed: 12/11/2022]
Affiliation(s)
- Peter Bossuyt
- Department of Gastroenterolgy and Hepatology, Universitaire Ziekenhuizen Leuven, Leuven, Belgium.,Departement of Gastroenterology, Imelda Hospital, Bonheiden, Belgium
| | - Séverine Vermeire
- Department of Gastroenterolgy and Hepatology, Universitaire Ziekenhuizen Leuven, Leuven, Belgium
| | - Raf Bisschops
- Department of Gastroenterolgy and Hepatology, Universitaire Ziekenhuizen Leuven, Leuven, Belgium
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Abstract
BACKGROUND Crohn's disease (CD) is a chronic and destructive bowel disease; continued disease activity can lead to penetrating complications. With the recent advent of effective medications, the importance of using a treat-to-target approach to guide therapy is becoming important. METHODS In this review, we reviewed the previous evidence for evaluating CD lesions. RESULTS We describe ileocolonoscopy's role in assessing disease activity, as well as recent progress in modalities, such as balloon-assisted endoscopy, capsule endoscopy, magnetic resonance enterography, computed tomography enterography, and ultrasonography. Advances in modalities have changed CD assessment, with small-bowel involvement becoming more important. CONCLUSIONS Proper optimization is necessary in clinical practice.
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35
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Honzawa Y, Matsuura M, Higuchi H, Sakurai T, Seno H, Nakase H. A novel endoscopic imaging system for quantitative evaluation of colonic mucosal inflammation in patients with quiescent ulcerative colitis. Endosc Int Open 2020; 8:E41-E49. [PMID: 31921983 PMCID: PMC6949165 DOI: 10.1055/a-0990-9375] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 07/05/2019] [Indexed: 12/14/2022] Open
Abstract
Background and study aims Mucosal healing (MH) is associated with clinical outcome in ulcerative colitis (UC) patients. In most clinical trials, a Mayo endoscopic subscore (MES) of 0 or 1 is defined as MH. However, several recent studies have reported that clinical outcome is different between UC patients with MES 0 and those with MES 1. In addition, the MES is subjective and may differ among endoscopists. Therefore, a repeatable and objective scoring system is required to distinguish MES 0 from MES 1, even in clinically quiescent UC. Here, we assessed the usefulness of new image-enhancing endoscopic technology, the i-scan TE-c, to quantitatively evaluate colonic inflammation in patients with quiescent UC. Methods We retrospectively reviewed the data from 52 UC patients in clinical remission who had undergone routine colonoscopy with standard white light. The white-light images were reassessed using the new system, and the degree of colonic mucosal inflammation was quantified according to the MAGIC (Mucosal Analysis of Inflammatory Gravity by i-scan TE-c Image) score. We used the i-scan TE-c system to investigate the association among the MAGIC score, MES, and histologic activity (Geboes score). Results The MAGIC score was significantly higher in the MES 1 group than in the MES 0 group ( P = 0.0034). The MAGIC score significantly correlated with the Geboes score ( P = 0.015). Conclusions Our novel image-enhancing endoscopic system was useful for objective and quantitative evaluation of MH in patients with quiescent UC. Further clinical studies using this imaging system are required to confirm its clinical benefit for the management of UC patients.
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Affiliation(s)
- Yusuke Honzawa
- Department of Gastroenterology and Hepatology, Kyoto University Hospital, Kyoto, Japan
| | - Minoru Matsuura
- Department of Gastroenterology and Hepatology, Kyoto University Hospital, Kyoto, Japan,Corresponding author Minoru Matsuura, MD PhD Department of Gastroenterology and HepatologyGraduate School of MedicineKyoto University54 Shogoin Kawahara-choSakyo-kuKyoto 606-8507Japan+81-75-7514303
| | - Hirokazu Higuchi
- Department of Medical Supply, Kyoto University Hospital, Kyoto, Japan
| | - Takaki Sakurai
- Laboratory of Anatomic Pathology, Kyoto University Hospital, Kyoto, Japan
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Kyoto University Hospital, Kyoto, Japan
| | - Hiroshi Nakase
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
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36
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Nardone OM, Cannatelli R, Zardo D, Ghosh S, Iacucci M. Can advanced endoscopic techniques for assessment of mucosal inflammation and healing approximate histology in inflammatory bowel disease? Therap Adv Gastroenterol 2019; 12:1756284819863015. [PMID: 31360224 PMCID: PMC6640057 DOI: 10.1177/1756284819863015] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 06/14/2019] [Indexed: 02/04/2023] Open
Abstract
The targets of therapy in inflammatory bowel disease have transformed in the last few years. The standard definition of mucosal healing assessed using white light standard definition endoscopy is being challenged because even when endoscopy suggests mucosal healing, the presence of histological activity can often still be observed. Of note, microscopic signs of inflammation correlate with clinical outcomes such as risk of relapse, hospitalization and colorectal cancer. Therefore, histological healing has increasingly become an important target to achieve. Advanced endoscopic technologies have been developed and many are starting to be adopted in daily clinical practice. They can provide a more detailed view of the mucosal and vascular architecture almost at the histology level, including crypt, vessel architecture and cellular infiltration. So, these can provide a more accurate definition of mucosal and histological healing. In this review we focus on new advanced endoscopic techniques, and how these have the potential to reduce the gap between histological and mucosal healing.
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Affiliation(s)
- Olga Maria Nardone
- Institute of Translational Medicine and
Institute of Immunology and Immunotherapy, University of Birmingham,
Heritage Building, Mindelsohn Way, Birmingham, B15 2TH, UK
| | - Rosanna Cannatelli
- Institute of Translational Medicine and
Institute of Immunology and Immunotherapy, University of Birmingham,
Birmingham, UK
| | - Davide Zardo
- University Hospitals Birmingham NHS Foundation
Trust, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - Subrata Ghosh
- Institute of Translational Medicine and
Institute of Immunology and Immunotherapy, University of Birmingham,
Birmingham, UK
- University Hospitals Birmingham NHS Foundation
Trust, Queen Elizabeth Hospital Birmingham, Birmingham, UK
- NIHR Biomedical Research Centre, University of
Birmingham and University Hospitals NHS Foundation Trust Birmingham,
UK
| | - Marietta Iacucci
- Institute of Translational Medicine and
Institute of Immunology and Immunotherapy, University of Birmingham,
Birmingham, UK
- University Hospitals Birmingham NHS Foundation
Trust, Queen Elizabeth Hospital Birmingham, Birmingham, UK
- NIHR Biomedical Research Centre, University of
Birmingham and University Hospitals NHS Foundation Trust Birmingham,
UK
- University of Calgary, Calgary, Canada
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Klenske E, Bojarski C, Waldner M, Rath T, Neurath MF, Atreya R. Targeting mucosal healing in Crohn's disease: what the clinician needs to know. Therap Adv Gastroenterol 2019; 12:1756284819856865. [PMID: 31236140 PMCID: PMC6572879 DOI: 10.1177/1756284819856865] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 05/21/2019] [Indexed: 02/04/2023] Open
Abstract
In recent years, mucosal healing has emerged as a key therapeutic goal in the clinical management of patients with Crohn's disease, as it has been associated with improved long-term clinical outcomes. With the vast improvements in endoscopic imaging techniques and the increase in available treatment options, which reportedly are able to induce mucosal healing, the practising physician is left to wonder: how is endoscopic mucosal healing exactly defined in Crohn's disease, and how can it effectively be achieved and monitored in daily clinical practice? Within this review, we will give an overview of the ongoing debate about the definition of mucosal healing and the modalities to monitor inflammation, and finally present available therapies with the capacity to induce mucosal healing.
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Affiliation(s)
- Entcho Klenske
- Department of Medicine I, Ludwig Demling Endoscopy Center of Excellence, Friedrich-Alexander-University Erlangen-Nürnberg, Germany
| | - Christian Bojarski
- Department of Gastroenterology, Infectiology and Rheumatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Maximilian Waldner
- Department of Medicine I, Ludwig Demling Endoscopy Center of Excellence, Friedrich-Alexander-University Erlangen-Nürnberg, Germany
| | - Timo Rath
- Department of Medicine I, Ludwig Demling Endoscopy Center of Excellence, Friedrich-Alexander-University Erlangen-Nürnberg, Germany
| | - Markus F. Neurath
- Department of Medicine I, Ludwig Demling Endoscopy Center of Excellence, Friedrich-Alexander-University Erlangen-Nürnberg, Germany
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