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Ren X, Zhou W, Yuan N, Li F, Ruan Y, Zhou H. Prompt-based polyp segmentation during endoscopy. Med Image Anal 2025; 102:103510. [PMID: 40073580 DOI: 10.1016/j.media.2025.103510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 12/26/2024] [Accepted: 02/15/2025] [Indexed: 03/14/2025]
Abstract
Accurate judgment and identification of polyp size is crucial in endoscopic diagnosis. However, the indistinct boundaries of polyps lead to missegmentation and missed cancer diagnoses. In this paper, a prompt-based polyp segmentation method (PPSM) is proposed to assist in early-stage cancer diagnosis during endoscopy. It combines endoscopists' experience and artificial intelligence technology. Firstly, a prompt-based polyp segmentation network (PPSN) is presented, which contains the prompt encoding module (PEM), the feature extraction encoding module (FEEM), and the mask decoding module (MDM). The PEM encodes prompts to guide the FEEM for feature extracting and the MDM for mask generating. So that PPSN can segment polyps efficiently. Secondly, endoscopists' ocular attention data (gazes) are used as prompts, which can enhance PPSN's accuracy for segmenting polyps and obtain prompt data effectively in real-world. To reinforce the PPSN's stability, non-uniform dot matrix prompts are generated to compensate for frame loss during the eye-tracking. Moreover, a data augmentation method based on the segment anything model (SAM) is introduced to enrich the prompt dataset and improve the PPSN's adaptability. Experiments demonstrate the PPSM's accuracy and real-time capability. The results from cross-training and cross-testing on four datasets show the PPSM's generalization. Based on the research results, a disposable electronic endoscope with the real-time auxiliary diagnosis function for early cancer and an image processor have been developed. Part of the code and the method for generating the prompts dataset are available at https://github.com/XinZhenRen/PPSM.
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Affiliation(s)
- Xinzhen Ren
- Shanghai Key Laboratory of Power Station Automation Technology, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, CO 200444, China
| | - Wenju Zhou
- Shanghai Key Laboratory of Power Station Automation Technology, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, CO 200444, China.
| | - Naitong Yuan
- Shanghai Key Laboratory of Power Station Automation Technology, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, CO 200444, China
| | - Fang Li
- Department of Obstetrics and Gynecology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, CO 200120, China.
| | - Yetian Ruan
- Department of Obstetrics and Gynecology, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, CO 200120, China
| | - Huiyu Zhou
- School of Computing and Mathematical Sciences, University of Leicester, Leicester LE1 7RH, UK
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2
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Hassan C, Antonelli G, Chiu PWY, Emura F, Goda K, G Iyer P, Al Awadhi S, Al Lehibi A, Arantes V, Burgos H, Cerisoli CL, Dawsey S, Draganov P, Fleischer D, Fluxá F, Gonzalez N, Inoue H, John S, Kashin S, Khashab M, Kim GH, Kothari S, Yeh Lee Y, Ngamruengphong S, Remes-Troche JM, Sharara AI, Shimamura Y, Varocha M, Villa-Gomez G, Wang KK, Wang WL, Yip HC, Sharma P. Position statement of the World Endoscopy Organization: Role of endoscopy in screening, diagnosis, and treatment of esophageal superficial squamous neoplasiaia. Dig Endosc 2025; 37:470-489. [PMID: 39722219 DOI: 10.1111/den.14967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 11/10/2024] [Indexed: 12/28/2024]
Abstract
Esophageal squamous cell carcinoma (ESCC) remains a significant global health challenge, being the sixth leading cause of cancer mortality with pronounced geographic variability. The incidence rates range from 125 per 100,000 in northern China to 1-1.5 per 100,000 in the United States, driven by environmental and lifestyle factors such as tobacco and alcohol use, dietary habits, and pollution. Major modifiable risk factors include tobacco and alcohol consumption, with a synergistic risk increase when combined. Nonmodifiable risk factors include previous diagnoses of head and neck squamous cell carcinoma (H&N SCC), achalasia, and prior radiotherapy. Prevention strategies must be tailored to specific regional burdens to efficiently allocate medical and financial resources. Gastrointestinal endoscopy is crucial in reducing ESCC burden through early detection and characterization of neoplastic changes, such as high-grade dysplasia. Early diagnosis significantly improves survival rates, while endoscopic resection of noninvasive dysplasia can prevent ESCC onset, reducing treatment burden for advanced disease. Postresection surveillance can detect high-risk metachronous lesions. Despite these benefits, endoscopic prevention faces challenges, including the lack of high-level evidence supporting its efficacy, opportunity costs, the need for specialized training and techniques, and the requirement for advanced technology investments. This Position Statement from the World Endoscopy Organization (WEO) aims to address these challenges, supplying recommendations for the exploitation of endoscopic resources regarding the possible role of screening, quality, and training for the detection, characterization, resection, and surveillance of ESCC.
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Affiliation(s)
- Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Giulio Antonelli
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Rome, Italy
- Department of Anatomical, Histological, Forensic Medicine and Orthopedics Sciences, "Sapienza" University of Rome, Rome, Italy
| | - Philip Wai-Yan Chiu
- Division of Upper Gastrointestinal and Metabolic Surgery, Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Fabian Emura
- Digestive Health and Liver Diseases, University of Miami, Miami, USA
- Interventional Endoscopy Center, Jackson Memorial Hospital, Miami, USA
| | - Kenichi Goda
- Gastrointestinal Endoscopy Center, Dokkyo Medical University Hospital, Tochigi, Japan
| | - Prasad G Iyer
- Esophageal Interest Group, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, USA
| | - Sameer Al Awadhi
- Rashid Hospital, Dubai Health Authority, Dubai, United Arab Emirates
| | - Abed Al Lehibi
- Gastroenterology and Hepatology Department, King Fahad Medical City, Riyad, Saudi Arabia
| | - Vitor Arantes
- Endoscopy Unit, Alfa Institute of Gastroenterology, School of Medicine, Federal University of Minas Gerais, Hospital Mater Dei Contorno, Belo Horizonte, Brazil
| | - Herbert Burgos
- World Gastroenterology Organization-Training Center in Costa Rica, University of Costa Rica, FASGE, Costa Rica, Central America
| | - Cecilio L Cerisoli
- Therapeutic and Diagnostic Gastroenterology (GEDYT) Center, Buenos Aires, Argentina
| | - Sanford Dawsey
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Maryland, USA
| | | | - David Fleischer
- Division of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, USA
| | - Fernando Fluxá
- Gastroenterology Department Clinica Meds, Santiago, Chile
| | | | - Haruhiro Inoue
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Sneha John
- Endoscopy Unit, Gold Coast University Hospital, Southport, Australia
| | - Sergey Kashin
- Endoscopy Department, Yaroslavl State Medical University, Yaroslavl, Russia
| | - Mouen Khashab
- Therapeutic Endoscopy, Johns Hopkins Hospital, Baltimore, USA
| | - Gwang Ha Kim
- Department of Internal Medicine, Pusan National University College of Medicine, Busan, South Korea
- Biomedical Research Institute, Pusan National University Hospital, Busan, South Korea
| | - Shivangi Kothari
- Division of Gastroenterology and Hepatology, University of Rochester Medical Center, Rochester, USA
| | - Yeong Yeh Lee
- School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, Malaysia
| | | | | | - Ala I Sharara
- Division of Gastroenterology, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Mahachai Varocha
- Center of Excellence in Digestive Diseases, Thammasat University, Bangkok, Thailand
| | - Guido Villa-Gomez
- Gastroenterology and Digestive Endoscopy Unit, WGO La Paz Training Center, La Paz, Bolivia
| | - Kenneth K Wang
- Russ and Kathy Van Cleve Professor of Gastroenterology, Mayo Clinic, Rochester, USA
| | - Wen-Lun Wang
- Department of Internal Medicine, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Hon-Chi Yip
- Division of Upper Gastrointestinal and Metabolic Surgery, Department of Surgery, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Prateek Sharma
- University of Kansas School of Medicine and VA Medical Center, Kansas City, USA
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3
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Lafeuille P, Rivory J, Héroin L, Gronier O, Couraud S, Wallenhorst T, Albouys J, Legros R, Sautereau D, Chaussade S, Ponchon T, Subtil F, Jacques J, Pioche M. Effect of gastroenterology resident use of a social network workgroup on skills in characterizing colorectal neoplasia: Prospective study. Endosc Int Open 2025; 13:a25667255. [PMID: 40309060 PMCID: PMC12043045 DOI: 10.1055/a-2566-7255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 03/24/2025] [Indexed: 05/02/2025] Open
Abstract
Background and study aims Accurate endoscopic characterization of colorectal lesions is essential for predicting histology but remains difficult. We studied the impact of a social network workgroup on level of characterization of colorectal lesions by gastroenterology residents. Methods We prospectively involved residents who characterized 25 and 40 colorectal lesions in two different questionnaires over 1 year. Three groups were considered: regulars who were already part of the workgroup before the first evaluation, newcomers who joined in during evaluation, and reluctant who did not. Participants rated each lesion according to the CONECCT classification (hyperplastic polyp [IH], sessile serrated lesion [IS], adenoma [IIA], high-risk adenoma or superficial adenocarcinoma [IIC], borderline invasive adenocarcinoma [IIC+], or deeply invasive adenocarcinoma [III]) and their progression score over 1 year was assessed. Correct histological status was defined by pathology reports or combined criteria between histology and expert opinion for high-risk adenoma or adenocarcinoma. Results Of the 117 participants, 82.9% completed the two questionnaires, with 16.5% regulars, 71.1% newcomers, and 12.4% reluctant. For similar starting levels, progression in characterization was +2 (95% confidence interval [CI] 1-3; P <0.001) for newcomers and +2 (95% CI -0.5-4); P = 0.122) for reluctant. The regulars had a higher starting level with a +0.5 (95% CI -2 to 2; P = 0.691) progression score. Conclusions Gastroenterology resident 1-year use of a social network workgroup does not improve their skills in characterizing colorectal neoplasia. Further intensive training is needed to improve the characterization level of gastroenterology residents.
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Affiliation(s)
- Pierre Lafeuille
- Gastroenterology, Groupement Hospitalier Edouard Herriot, Lyon, France
| | - Jérôme Rivory
- Gastroenterology, Edouard Herriot Hospital, Lyon, France
| | - Lucile Héroin
- Gastroenterology and Hepatology, University Hospitals Strasbourg, Strasbourg, France
| | | | - Sébastien Couraud
- Service de Pneumologie Aigue et Cancérologie Thoracique, Centre Hospitalier Lyon-Sud, Pierre-Benite, France
| | - Thimothee Wallenhorst
- Department of Endoscopy and Gastroenterology, University Hospital Centre Rennes, Rennes, France
| | - Jérémie Albouys
- Hepato-Gastro-Entérologie, Hopital Dupuytren, Limoges, France
| | - Romain Legros
- Service d'Hépato-Gastro-Entérologie, CHU Dupuytren, Limoges, France
| | - Denis Sautereau
- Hépato-Gastroentérologie, Hopital Dupuytren, Limoges, France
| | | | | | - Fabien Subtil
- Biostatistiques, Centre Hospitalier Universitaire de Lyon, Villeurbanne, France
| | - Jeremie Jacques
- Service d'Hépato-Gastro-Entérologie, CHU Dupuytren Limoges, Limoges, France
| | - Mathieu Pioche
- Gastroenterology, Edouard Herriot Hospital, Lyon, France
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Xu HL, Gong TT, Song XJ, Chen Q, Bao Q, Yao W, Xie MM, Li C, Grzegorzek M, Shi Y, Sun HZ, Li XH, Zhao YH, Gao S, Wu QJ. Artificial Intelligence Performance in Image-Based Cancer Identification: Umbrella Review of Systematic Reviews. J Med Internet Res 2025; 27:e53567. [PMID: 40167239 PMCID: PMC12000792 DOI: 10.2196/53567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 07/30/2024] [Accepted: 11/11/2024] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND Artificial intelligence (AI) has the potential to transform cancer diagnosis, ultimately leading to better patient outcomes. OBJECTIVE We performed an umbrella review to summarize and critically evaluate the evidence for the AI-based imaging diagnosis of cancers. METHODS PubMed, Embase, Web of Science, Cochrane, and IEEE databases were searched for relevant systematic reviews from inception to June 19, 2024. Two independent investigators abstracted data and assessed the quality of evidence, using the Joanna Briggs Institute (JBI) Critical Appraisal Checklist for Systematic Reviews and Research Syntheses. We further assessed the quality of evidence in each meta-analysis by applying the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) criteria. Diagnostic performance data were synthesized narratively. RESULTS In a comprehensive analysis of 158 included studies evaluating the performance of AI algorithms in noninvasive imaging diagnosis across 8 major human system cancers, the accuracy of the classifiers for central nervous system cancers varied widely (ranging from 48% to 100%). Similarities were observed in the diagnostic performance for cancers of the head and neck, respiratory system, digestive system, urinary system, female-related systems, skin, and other sites. Most meta-analyses demonstrated positive summary performance. For instance, 9 reviews meta-analyzed sensitivity and specificity for esophageal cancer, showing ranges of 90%-95% and 80%-93.8%, respectively. In the case of breast cancer detection, 8 reviews calculated the pooled sensitivity and specificity within the ranges of 75.4%-92% and 83%-90.6%, respectively. Four meta-analyses reported the ranges of sensitivity and specificity in ovarian cancer, and both were 75%-94%. Notably, in lung cancer, the pooled specificity was relatively low, primarily distributed between 65% and 80%. Furthermore, 80.4% (127/158) of the included studies were of high quality according to the JBI Critical Appraisal Checklist, with the remaining studies classified as medium quality. The GRADE assessment indicated that the overall quality of the evidence was moderate to low. CONCLUSIONS Although AI shows great potential for achieving accelerated, accurate, and more objective diagnoses of multiple cancers, there are still hurdles to overcome before its implementation in clinical settings. The present findings highlight that a concerted effort from the research community, clinicians, and policymakers is required to overcome existing hurdles and translate this potential into improved patient outcomes and health care delivery. TRIAL REGISTRATION PROSPERO CRD42022364278; https://www.crd.york.ac.uk/PROSPERO/view/CRD42022364278.
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Affiliation(s)
- He-Li Xu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
- Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ting-Ting Gong
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xin-Jian Song
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
- Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Qian Chen
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Qi Bao
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | - Wei Yao
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
- Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Meng-Meng Xie
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Chen Li
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Marcin Grzegorzek
- Institute for Medical Informatics, University of Luebeck, Luebeck, Germany
| | - Yu Shi
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Hong-Zan Sun
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xiao-Han Li
- Department of Pathology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yu-Hong Zhao
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
- Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Song Gao
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Qi-Jun Wu
- Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
- NHC Key Laboratory of Advanced Reproductive Medicine and Fertility (China Medical University), National Health Commission, Shenyang, China
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5
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Yan X, Wang Y, Ma A, Li H. The role of health economic evidence in clinical practice guidelines for colorectal cancer: a comparative analysis across countries. J Comp Eff Res 2025; 14:e240226. [PMID: 39969114 PMCID: PMC11963387 DOI: 10.57264/cer-2024-0226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 01/31/2025] [Indexed: 02/20/2025] Open
Abstract
Aim: Colorectal cancer (CRC) is among the most prevalent malignancies globally and causes massive resource consumption and economic burden. Health economic evidence (HEE) has been used in clinical practice guidelines (CPGs) for cancer to facilitate the rational allocation of health resources. However, in certain guideline development organizations, HEE is not yet utilized as a formal decision-making criterion. This study aimed to compare the discrepancies in the utilization of health economics as evidence in CRC CPGs across different countries and review specific features of economic evidence concerning the guidelines' applicability. Materials & methods: A systematic review was conducted using databases including Medline, Embase, CNKI, WanFang, and other guidelines databases to identify CPGs for CRC published in English or Chinese from January 2017 to September 2023. Data on the incorporation and application of HEE were extracted, and the method and quality of cost-effectiveness analysis (CEA) studies were evaluated. Descriptive analyses were used to summarize the results. Results: Out of 53 CPGs from 14 countries, most originated from the USA (n = 17 of 53 [32%]) and Canada (n = 9 of 53 [17%]). Sixty-eight percent (36/53) considered cost justification, and 57% (30/53) incorporated health economics studies as evidence. The included HEE cited in CPGs ranged from 1990 to 2021 and were not aligned with the countries in which the guidelines were issued. Among these CEA studies, 52% (26/50) were related to screening strategies, and 32% (16/50) pertained to treatment measures. The Markov model was the most frequently used (n = 27 of 50 [54%]). Based on the CHEQUE tool, the methodological quality of these CEA studies was inadequate in areas such as multiple data sources, approaches to select data sources, assessing the quality of data, and relevant equity or distribution. Conclusion: In summary, 57% of guidelines incorporated health economics studies as evidence, with a variation between different countries. The included HEE still had deficiencies in methodology and reporting quality. In the future, it is suggested that health economics research should use a standardized methodology and reporting approach to assist in clinical decision making.
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Affiliation(s)
- Xiaoyu Yan
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, People's Republic of China
| | - Yue Wang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, People's Republic of China
| | - Aixia Ma
- School of International Pharmaceutical Business & Center for Pharmacoeconomics & Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, People's Republic of China
| | - Hongchao Li
- School of International Pharmaceutical Business & Center for Pharmacoeconomics & Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, People's Republic of China
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Cassinotti A, Canova L. Editorial: Surveillance Colonoscopy for Detection of Neoplasia in Inflammatory Bowel Disease-Is Dye-Based Chromoendoscopy Always the Final Answer? Aliment Pharmacol Ther 2025; 61:1250-1251. [PMID: 39996565 DOI: 10.1111/apt.70027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2025] [Revised: 02/04/2025] [Accepted: 02/04/2025] [Indexed: 02/26/2025]
Affiliation(s)
- Andrea Cassinotti
- Gastroenterology and Digestive Endoscopy Unit, ASST Sette Laghi, Varese, Italy
| | - Lorenzo Canova
- Postgraduate School of Gastroenterology, University of Milan, Milan, Italy
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7
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Chiang AL, Hong H. The Role of Industry to Grow Clinical Artificial Intelligence Applications in Gastroenterology and Endoscopy. Gastrointest Endosc Clin N Am 2025; 35:485-501. [PMID: 40021243 DOI: 10.1016/j.giec.2024.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2025]
Abstract
The integration of artificial intelligence (AI) in health care has the potential to enhance diagnostics and disease management. In the field of gastroenterology, AI has shown promise in improving diagnostic accuracy and streamlining clinical workflows. Despite its potential, many AI innovations remain in the research phase, with significant hurdles to overcome in the transition from laboratory research to practical clinical tools. The industry is positioned to be a key player in this transition by fostering tight collaboration with clinicians and researchers, advocating for the responsible application of AI, and committing to the extensive process of medical device development and market introduction.
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Affiliation(s)
- Austin L Chiang
- Division of Gastroenterology and Hepatology, Thomas Jefferson University Hospital, 132 South 10th Street, Suite 585, Philadelphia, PA 19102, USA.
| | - Ha Hong
- Endoscopy Operating Unit, Medtronic Plc, Minneapolis, MN, USA
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8
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Testoni SGG, Albertini Petroni G, Annunziata ML, Dell’Anna G, Puricelli M, Delogu C, Annese V. Artificial Intelligence in Inflammatory Bowel Disease Endoscopy. Diagnostics (Basel) 2025; 15:905. [PMID: 40218255 PMCID: PMC11988936 DOI: 10.3390/diagnostics15070905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Accepted: 02/19/2025] [Indexed: 04/14/2025] Open
Abstract
Inflammatory bowel diseases (IBDs), comprising Crohn's disease (CD) and ulcerative colitis (UC), are chronic immune-mediated inflammatory diseases of the gastrointestinal (GI) tract with still-elusive etiopathogeneses and an increasing prevalence worldwide. Despite the growing availability of more advanced therapies in the last two decades, there are still a number of unmet needs. For example, the achievement of mucosal healing has been widely demonstrated as a prognostic marker for better outcomes and a reduced risk of dysplasia and cancer; however, the accuracy of endoscopy is crucial for both this aim and the precise and reproducible evaluation of endoscopic activity and the detection of dysplasia. Artificial intelligence (AI) has drastically altered the field of GI studies and is being extensively applied to medical imaging. The utilization of deep learning and pattern recognition can help the operator optimize image classification and lesion segmentation, detect early mucosal abnormalities, and eventually reveal and uncover novel biomarkers with biologic and prognostic value. The role of AI in endoscopy-and potentially also in histology and imaging in the context of IBD-is still at its initial stages but shows promising characteristics that could lead to a better understanding of the complexity and heterogeneity of IBDs, with potential improvements in patient care and outcomes. The initial experience with AI in IBDs has shown its potential value in the differentiation of UC and CD when there is no ileal involvement, reducing the significant amount of time it takes to review videos of capsule endoscopy and improving the inter- and intra-observer variability in endoscopy reports and scoring. In addition, these initial experiences revealed the ability to predict the histologic score index and the presence of dysplasia. Thus, the purpose of this review was to summarize recent advances regarding the application of AI in IBD endoscopy as there is, indeed, increasing evidence suggesting that the integration of AI-based clinical tools will play a crucial role in paving the road to precision medicine in IBDs.
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Affiliation(s)
- Sabrina Gloria Giulia Testoni
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, Vita-Salute San Raffaele University, San Donato Milanese, 20097 Milan, Italy
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Guglielmo Albertini Petroni
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Maria Laura Annunziata
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Giuseppe Dell’Anna
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
| | - Michele Puricelli
- School of Specialization in Digestive System Diseases, Faculty of Medicine, University of Pavia, 27100 Pavia, Italy
| | - Claudia Delogu
- School of Specialization in Digestive System Diseases, Faculty of Medicine, University of Pavia, 27100 Pavia, Italy
| | - Vito Annese
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, Vita-Salute San Raffaele University, San Donato Milanese, 20097 Milan, Italy
- Unit of Gastroenterology and Digestive Endoscopy, Scientific Institute for Research, Hospitalization and Healthcare Policlinico San Donato, San Donato Milanese, 20097 Milan, Italy
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9
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Li H, Li Z, Qin J, Huang S, Qin S, Chen Z, Ouyang R. Diagnostic performance of [ 68Ga]Ga-FAPI-04 PET vs. [ 18F]FDG PET in detecting lymph node metastasis in digestive system cancers: a head-to-head comparative meta-analysis. Front Med (Lausanne) 2025; 12:1541461. [PMID: 40190579 PMCID: PMC11968752 DOI: 10.3389/fmed.2025.1541461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Accepted: 03/05/2025] [Indexed: 04/09/2025] Open
Abstract
Purpose This meta-analysis aimed to compare the diagnostic effectiveness of [68Ga]Ga-FAPI-04 PET and [18F]FDG PET for detecting lymph node metastasis in digestive system cancer patients. Methods A comprehensive search of PubMed, Web of Science, and Embase databases was conducted to identify relevant articles up to June 2024. Studies were included if they evaluated the diagnostic performance of [68Ga]Ga-FAPI-04 PET and [18F]FDG PET in detecting lymph node metastasis in digestive system cancer patients. Sensitivity and specificity were assessed using the DerSimonian and Laird method and were transformed using the Freeman-Tukey double arcsine transformation. Results Fifteen articles, encompassing a total of 617 patients, were included in this study. The overall sensitivity of [68Ga]Ga-FAPI-04 PET for diagnosing lymph node metastasis in digestive system cancers was 0.82 (95% CI: 0.67-0.93), and the specificity was 0.91 (95% CI: 0.84-0.97). In comparison, the sensitivity of [18F]FDG PET was 0.51 (95% CI: 0.38-0.63), with a specificity of 0.81 (95% CI: 0.64-0.94). These results suggest that [68Ga]Ga-FAPI-04 PET has a significantly higher sensitivity (P < 0.01) and similar specificity (P = 0.20) compared to [18F]FDG PET in detecting lymph node metastasis in digestive system cancers. Conclusion Our meta-analysis indicates that [68Ga]Ga-FAPI-04 PET has higher sensitivity and similar specificity compared to [18F]FDG PET in diagnosing lymph node metastasis in digestive system cancers. However, the high heterogeneity among the studies may impact the robustness of the current evidence. Therefore, future research should prioritize larger prospective studies with more diverse populations and specific cancer subtypes to draw more definitive conclusions. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/view/CRD42024572412, Unique Identifier: CRD42024572412.
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Affiliation(s)
- Huo Li
- Gastroenterology, The Fourth Affiliated Hospital of Guangxi Medical University/Liuzhou Worker’s Hospital, Liuzhou, China
| | - Zhognzhuan Li
- Gastroenterology, The Fourth Affiliated Hospital of Guangxi Medical University/Liuzhou Worker’s Hospital, Liuzhou, China
| | - Jing Qin
- Department of General Medicine, Liuzhou People’s Hospital, Liuzhou, China
| | - Shijiang Huang
- Gastroenterology, The Fourth Affiliated Hospital of Guangxi Medical University/Liuzhou Worker’s Hospital, Liuzhou, China
| | - Shufen Qin
- Gastroenterology, The Fourth Affiliated Hospital of Guangxi Medical University/Liuzhou Worker’s Hospital, Liuzhou, China
| | - Zhixin Chen
- Gastroenterology, The Fourth Affiliated Hospital of Guangxi Medical University/Liuzhou Worker’s Hospital, Liuzhou, China
| | - Rong Ouyang
- Gastroenterology, The Fourth Affiliated Hospital of Guangxi Medical University/Liuzhou Worker’s Hospital, Liuzhou, China
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10
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López-Serrano A, Pretel L. Virtual chromoendoscopy for the identification of colonic dysplasia in patients with inflammatory bowel disease. A systematic review. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2025; 117:136-147. [PMID: 39968657 DOI: 10.17235/reed.2025.9878/2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2025]
Abstract
Patients with inflammatory bowel disease (IBD) in the colon have a higher risk for colorectal cancer (CRC). Virtual chromoendoscopy (VCE) allows identification and assessment of colonic dysplasia, which might displace dye-based chromoendoscopy (DCE) as the endoscopist's technique of choice for these patients within endoscopic surveillance programs. OBJECTIVE to analyze the best evidence available on the usefulness of VCE versus DCE for dysplasia identification in patients with long-standing colonic IBD. MATERIAL AND METHODS a qualitative, PRISMA 2020-based systematic review of the literature was carried out in the PubMed, Science Direct, and Scielo databases until June 2023. Clinical trials, case-control studies, comparative studies, and crossover studies in English or Spanish were included that directly compared DCE versus VCE for the screening of colonic dysplasia in patients with IBD. The Quality Assessment of Diagnostic Accuracy studies (QUADAS) 2 was used for assessing study quality. The selected studies were evaluated by 2 independent researchers, who entered their abstracted results into a database. RESULTS out of 141 identified studies 9 were selected that compared DCE with VCE (1131 patients included). Six studies are prospective, randomized, controlled trials; 2 are retrospective case-control studies; and 1 is a prospective comparative study. VCE showed a dysplasia detection ability similar to that of DCE, albeit with shorter examination times (8 studies; 985 patients). Factors associated with dysplasia identification included lesions in the right colon (3 studies; 581 patients); non-polypoid lesions (1 study; 210 patients) and/or lesions with Kudo's type III-V pit patterns (2 studies; 254 patients); and patient age (1 study; 129 patients). CONCLUSIONS VCE may be an alternative to DCE for CRC screening in patients with long-standing IBD, with similar detection ability for colonic dysplasia and the benefit of shorter procedure times. Currently available evidence is limited in this regard given the small numbers of patients in the relevant studies, hence further research is necessary with greater numbers of included subjects.
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Affiliation(s)
| | - Luis Pretel
- Facultat de Medicina, Universitat de Valencia
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11
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Schiavone SC, Biancone L, Fiorillo M, Divizia A, Mancone R, Neri B. Colitis-Associated Dysplasia in Inflammatory Bowel Disease: Features and Endoscopic Management. Cancers (Basel) 2025; 17:784. [PMID: 40075631 PMCID: PMC11899620 DOI: 10.3390/cancers17050784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 02/18/2025] [Accepted: 02/19/2025] [Indexed: 03/14/2025] Open
Abstract
Patients with long-standing inflammatory bowel disease (IBD) involving the colon are at higher risk of developing colorectal dysplastic or neoplastic lesions. While from sporadic colorectal cancer follows an "adenoma-carcinoma" sequence, IBD colitis-associated carcinogenesis is mainly related to an "inflammation-dysplasia-carcinoma" sequence. Currently, specific endoscopic surveillance strategies involving dye spray and virtual chromoendoscopy have been standardized, aiming for early CRC diagnosis. When detected, colitis-associated dysplasia should be classified according to standard classification, thus allowing for better treatment. Indeed, most IBD-associated dysplastic lesions can be treated with endoscopic resection, even though available procedures are usually more challenging than those in the general population. The higher frequency of severe submucosal fibrosis and the difficulty in the definition of lesions' margins account for this issue. Current endoscopic resection techniques include polypectomy, endoscopic mucosal resection (EMR) and endoscopic submucosal dissection (ESD). Recent evidence suggests the relevance of en bloc resection, as this may be associated with lower rates of recurrence. Therefore, particularly for larger (>20 mm) lesions, ESD should be preferred, even though it is considered the most difficult technique due to frequent severe submucosal fibrosis. Considering the growing number of new endoscopic resective techniques, including underwater EMR or ESD, which in the general population have been suggested to lower procedure-related risks and may also allow a larger spread of advanced endoscopic resection in IBD. However, additional data are needed to assess the medium- and long-term efficacy of endoscopic resection of visible dysplasia in IBD patients, which are burdened by a high risk of local and, more importantly, metachronous recurrence.
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Affiliation(s)
- Sara C. Schiavone
- Gastroenterological Unit, Department of Systems Medicine, University “Tor Vergata” of Rome, 00133 Rome, Italy; (S.C.S.); (M.F.); (R.M.); (B.N.)
| | - Livia Biancone
- Gastroenterological Unit, Department of Systems Medicine, University “Tor Vergata” of Rome, 00133 Rome, Italy; (S.C.S.); (M.F.); (R.M.); (B.N.)
| | - Mariasofia Fiorillo
- Gastroenterological Unit, Department of Systems Medicine, University “Tor Vergata” of Rome, 00133 Rome, Italy; (S.C.S.); (M.F.); (R.M.); (B.N.)
| | - Andrea Divizia
- Department of Surgery, University “Tor Vergata” of Rome, 00133 Rome, Italy;
| | - Roberto Mancone
- Gastroenterological Unit, Department of Systems Medicine, University “Tor Vergata” of Rome, 00133 Rome, Italy; (S.C.S.); (M.F.); (R.M.); (B.N.)
| | - Benedetto Neri
- Gastroenterological Unit, Department of Systems Medicine, University “Tor Vergata” of Rome, 00133 Rome, Italy; (S.C.S.); (M.F.); (R.M.); (B.N.)
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12
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Zhu Y, Yang RJ, Fu PY, Zhang Z, Zhang YZ, Li QL, Wang S, Zhou PH. Eye-tracking dataset of endoscopist-AI teaming during colonoscopy: Retrospective and real-time acquisition. Sci Data 2025; 12:212. [PMID: 39910061 PMCID: PMC11799166 DOI: 10.1038/s41597-025-04535-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 01/24/2025] [Indexed: 02/07/2025] Open
Abstract
Recent studies have demonstrated that integrating AI into colonoscopy procedures significantly improves the adenoma detection rate (ADR) and reduces the adenoma miss rate (AMR). However, few studies address the critical issue of endoscopist-AI collaboration in real-world settings. Eye-tracking data collection is considered a promising approach to uncovering how endoscopists and AI interact and influence each other during colonoscopy procedures. A common limitation of existing studies is their reliance on retrospective video clips, which fail to capture the dynamic demands of real-time colonoscopy, where endoscopists must simultaneously navigate the colonoscope and identify lesions on the screen. To address this gap, we established a dataset to analyze changes in endoscopists' eye movements during the colonoscopy withdrawal phase. Eye-tracking data was collected from graduate students, nurses, senior endoscopists, and novice endoscopists while they reviewed retrospectively recorded colonoscopy withdrawal videos, both with and without computer-aided detection (CADe) assistance. Furthermore, 80 real-time video segments were prospectively collected during endoscopists' actual colonoscopy withdrawal procedures, comprising 43 segments with CADe assistance and 37 segments without assistance (normal control).
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Affiliation(s)
- Yan Zhu
- Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China
| | - Rui-Jie Yang
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China
- Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China
- School of Software Technology, Zhejiang University, Ningbo, 315100, China
| | - Pei-Yao Fu
- Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China
| | - Zhen Zhang
- Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China
| | - Yi-Zhe Zhang
- School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Quan-Lin Li
- Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China.
| | - Shuo Wang
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China.
- Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China.
- Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Shanghai, 200032, China.
- Data Science Institute, Imperial College London, London, SW7 2AZ, UK.
| | - Ping-Hong Zhou
- Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.
- Shanghai Collaborative Innovation Center of Endoscopy, Shanghai, 200032, China.
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13
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López-Serrano A, Voces A, Lorente JR, Santonja FJ, Algarra A, Latorre P, Del Pozo P, Paredes JM. Artificial intelligence for dysplasia detection during surveillance colonoscopy in patients with ulcerative colitis: A cross-sectional, non-inferiority, diagnostic test comparison study. GASTROENTEROLOGIA Y HEPATOLOGIA 2025; 48:502210. [PMID: 38740327 DOI: 10.1016/j.gastrohep.2024.502210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 05/03/2024] [Accepted: 05/03/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND AND STUDY AIM High-definition virtual chromoendoscopy, along with targeted biopsies, is recommended for dysplasia surveillance in ulcerative colitis patients at risk for colorectal cancer. Computer-aided detection (CADe) systems aim to improve colonic adenoma detection, however their efficacy in detecting polyps and adenomas in this context remains unclear. This study evaluates the CADe Discovery™ system's effectiveness in detecting colonic dysplasia in ulcerative colitis patients at risk for colorectal cancer. PATIENTS AND METHODS A prospective cross-sectional, non-inferiority, diagnostic test comparison study was conducted on ulcerative colitis patients undergoing colorectal cancer surveillance colonoscopy between January 2021 and April 2021. Patients underwent virtual chromoendoscopy (VCE) with iSCAN 1 and 3 with optical enhancement. One endoscopist, blinded to CADe Discovery™ system results, examined colon sections, while a second endoscopist concurrently reviewed CADe images. Suspicious areas detected by both techniques underwent resection. Proportions of dysplastic lesions and patients with dysplasia detected by VCE or CADe were calculated. RESULTS Fifty-two patients were included, and 48 lesions analyzed. VCE and CADe each detected 9 cases of dysplasia (21.4% and 20.0%, respectively; p=0.629) in 8 patients and 7 patients (15.4% vs. 13.5%, respectively; p=0.713). Sensitivity, specificity, positive and negative predictive values, and diagnostic accuracy for dysplasia detection using VCE or CADe were 90% and 90%, 13% and 5%, 21% and 2%, 83% and 67%, and 29.2% and 22.9%, respectively. CONCLUSIONS The CADe Discovery™ system shows similar diagnostic performance to VCE with iSCAN in detecting colonic dysplasia in ulcerative colitis patients at risk for colorectal cancer.
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Affiliation(s)
- Antonio López-Serrano
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain; Department of Medicine, Universitat de Valencia, Valencia, Spain.
| | - Alba Voces
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain
| | - José Ramón Lorente
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain
| | | | - Angela Algarra
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain
| | - Patricia Latorre
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain
| | - Pablo Del Pozo
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain
| | - José María Paredes
- Gastroenterology Department, Hospital Universitari Dr. Peset, Valencia, Spain
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14
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Grega T, Kmochova K, Hejcmanova K, Ngo O, Brodyuk N, Majek O, Bures J, Urbanek P, Zavoral M, Suchanek S. Impact of narrow band imaging in prediction of histology of advanced colorectal neoplasia. Sci Rep 2025; 15:1414. [PMID: 39789214 PMCID: PMC11718093 DOI: 10.1038/s41598-025-85669-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 01/06/2025] [Indexed: 01/12/2025] Open
Abstract
We assessed the diagnostic performance of the Narrow-Band Imaging (NBI) International Colorectal Endoscopic Classification (NICE) and the Japan NBI Expert Team classification (JNET) in predicting histological outcomes of advanced colorectal lesions. Additionally, we evaluated the sensitivity and positive predictive value (PPV) of the JNET and NICE classifications individually for high-grade lesions (including HGD adenomas, intramucosal carcinomas, and T1 carcinomas). This was a retrospective analysis of prospectively collected data, involving 211 patients (130 men, mean age 60 years) who underwent colonoscopy with endoscopic resection of advanced colorectal neoplasia (lesions ≥ 10 mm). Lesions were classified using both NICE and JNET criteria, and final histopathological results were used for comparison. Of the 257 lesions analyzed, the NICE classification accurately classifies a large proportion of lesions (93.8%). In JNET classification we observed 77.4% correctly classified lesions. Specifically, the sensitivity and positive predictive value (PPV) of the NICE classification for high-grade lesions were 100% and 24.4%, respectively. For the JNET classification, the sensitivity and PPV for high-grade lesions were 56.6% and 57.7%, respectively. The JNET classification, with a positive predictive value of 57.7% for high-grade colorectal lesions (including HGD adenomas, intramucosal carcinomas, and T1 carcinomas), should be used for decision-making regarding appropriate subsequent endoscopic therapy.
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Affiliation(s)
- Tomas Grega
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia.
- Department of Gastrointestinal Oncology, Military University Hospital, Prague, Czechia.
| | - Klara Kmochova
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia
| | | | - Ondrej Ngo
- Institute of Biostatistics and Analyses Masaryk University, Brno, Czechia
| | - Nadija Brodyuk
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia
| | - Ondrej Majek
- Institute of Biostatistics and Analyses Masaryk University, Brno, Czechia
| | - Jan Bures
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia
- Department of Gastrointestinal Oncology, Military University Hospital, Prague, Czechia
| | - Petr Urbanek
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia
| | - Miroslav Zavoral
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia
- Department of Gastrointestinal Oncology, Military University Hospital, Prague, Czechia
| | - Stepan Suchanek
- Department of Internal Medicine, 1st Faculty of Medicine Charles University, Military University Hospital, Prague, Czechia
- Department of Gastrointestinal Oncology, Military University Hospital, Prague, Czechia
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15
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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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16
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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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17
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Renaldi K, Verawati L, Maulahela H, Rahadiani N, Rizka A, Fahrial Syam A, Purnamasari D, Maurine Jasirwan CO, Tahapary DL. Comparison of Performance between White Light Imaging and Narrow Band Imaging in Distinguishing Neoplastic and Non-neoplastic Colorectal Polyps. Middle East J Dig Dis 2025; 17:19-24. [PMID: 40322572 PMCID: PMC12048832 DOI: 10.34172/mejdd.2025.405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 11/28/2024] [Indexed: 05/08/2025] Open
Abstract
Background White light imaging (WLI) is the current standard colonoscopy technique for diagnosing colorectal polyps in Indonesia. Various endoscopic imaging techniques have been developed to improve the accuracy of diagnosing colorectal polyps, one of which is narrow band imaging (NBI). We conducted a diagnostic study comparing the performance of NBI against WLI in distinguishing neoplastic from non-neoplastic colorectal polyps. Methods This was a diagnostic study that analyzes endoscopic pictures of colorectal polyps in patients who underwent colonoscopy using the WLI and NBI techniques. Previously collected biopsy tissue specimens were re-examined by a single pathologist. Results There were 117 subjects analyzed, and the proportion of subjects with neoplastic polyps was 65.8%. Common indications for colonoscopy were hematochezia (24.8%) and abdominal pain (23.9%). WLI showed moderate inter-observer reliability (kappa value=0.591), while NBI showed significant reliability (kappa value=0.674). NBI demonstrated better sensitivity (84.4%; 95% CI 74.4%-91.7%) and accuracy (78.6%; 95% CI 70.1%-85.7%) compared with WLI (sensitivity 74%; 95% CI 62.8%-83.4% and accuracy 71.8%; 95% CI 62.7%-79.7%). However, the specificity was the same (67.5%; 95% CI 50.9%-81.4%). Conclusion NBI has better performance than WLI in distinguishing neoplastic and non-neoplastic colorectal polyps.
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Affiliation(s)
- Kaka Renaldi
- Division of Gastroenterology, Pancreatobiliary, and Gastroenterological Endoscopy, Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Lily Verawati
- Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Hasan Maulahela
- Division of Gastroenterology, Pancreatobiliary, and Gastroenterological Endoscopy, Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Nur Rahadiani
- Department of Pathological Anatomy, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Aulia Rizka
- Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Ari Fahrial Syam
- Division of Gastroenterology, Pancreatobiliary, and Gastroenterological Endoscopy, Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Dyah Purnamasari
- Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Chyntia Olivia Maurine Jasirwan
- Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
| | - Dicky Levenus Tahapary
- Department of Internal Medicine, Faculty of Medicine-University of Indonesia, Dr. Cipto Mangunkusumo National Hospital, Jakarta
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18
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Pellegrino R, Palladino G, Izzo M, De Costanzo I, Landa F, Federico A, Gravina AG. Water-assisted colonoscopy in inflammatory bowel diseases: From technical implications to diagnostic and therapeutic potentials. World J Gastrointest Endosc 2024; 16:647-660. [PMID: 39735395 PMCID: PMC11669963 DOI: 10.4253/wjge.v16.i12.647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 11/17/2024] [Accepted: 11/26/2024] [Indexed: 12/12/2024] Open
Abstract
Water-assisted colonoscopy (WAC) application in inflammatory bowel diseases (IBD) endoscopy offers significant technical opportunities. Traditional gas-aided insufflation colonoscopy increases patient discomfort, presenting challenges in the frequent and detailed mucosal assessments required for IBD endoscopy. WAC techniques, including water immersion and exchange, provide superior patient comfort and enhanced endoscopic visualisation. WAC effectively reduces procedural pain, enhances bowel cleanliness, and increases adenoma detection rates, which is crucial for colorectal cancer screening and disease-related evaluations in IBD patients. Additionally, underwater techniques facilitate basic and advanced endoscopic resections, such as polypectomy and endoscopic mucosal and submucosal resections, often required for resecting IBD-associated neoplasia.
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Affiliation(s)
- Raffaele Pellegrino
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Giovanna Palladino
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Michele Izzo
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Ilaria De Costanzo
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Fabio Landa
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Alessandro Federico
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Antonietta Gerarda Gravina
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
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19
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Sinopoulou V, Nigam GB, Gordon M, Ganeshan M, Tokonyai MR, Dolwani S, Iacucci M, Rutter M, Subramanian V, Wilson A, East JE. Comparative Efficacy and Safety of Endoscopic Modalities for Colorectal Cancer Screening in Inflammatory Bowel Disease: A Systematic Review and Network Meta-analysis. Clin Gastroenterol Hepatol 2024:S1542-3565(24)01073-5. [PMID: 39675405 DOI: 10.1016/j.cgh.2024.11.008] [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: 10/07/2024] [Revised: 11/06/2024] [Accepted: 11/07/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND & AIMS Long-standing inflammatory bowel disease (IBD) increases the risk of colonic neoplasia, necessitating effective screening strategies. This network meta-analysis compared the efficacy and safety between different endoscopic modalities in the high-definition (HD) era. METHODS We searched CENTRAL, ClinicalTrials.gov, Embase, MEDLINE, and WHO for randomized controlled trials (RCTs) comparing endoscopic modalities for screening colonoscopy in patients with IBD up to February 2024. The primary outcome was detection of any dysplastic lesion per patient. The certainty of the evidence was GRADE-assessed. RESULTS A total of 26 RCTs involving 4159 participants were included, comparing 6 endoscopic modalities: HD white light endoscopy (HD-WLE), HD virtual chromoendoscopy (HD-VCE), HD dye-based chromoendoscopy (HD-DCE), HD-WLE with segmental re-inspection (SR), auto-fluorescence imaging (AFI), and full-spectrum endoscopy (FUSE). HD-DCE may have a small benefit in detecting dysplasia over HD-WLE (low certainty, small magnitude;: relative risk [RR], 1.42; 95% confidence interval [CI], 1.02-1.98). FUSE may be no different to HD-WLE (low certainty: RR, 3.24; 95% CI, 0.66-15.87). The other modalities were assessed as very low certainty (HD-WLE with SR: RR, 1.35; 95% CI, 0.66-2.77; AFI: RR, 1.18; 95% CI, 0.55-2.57; HD-VCE: RR, 0.99; 95% CI, 0.69-1.43). Sensitivity analyses supported these findings. Limited data on serious adverse events precluded meta-analysis; 2 serious events were reported among 2164 patients (very low certainty). CONCLUSIONS HD-DCE is the only modality for IBD surveillance with evidence (low-certainty) demonstrating potential to detect more dysplastic lesions compared with HD-WLE. There was no evidence to support any of the other modalities as an alternative due to very low-certainty evidence.
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Affiliation(s)
- Vasiliki Sinopoulou
- University of Central Lancashire, School of Medicine, Preston, Lancashire, United Kingdom
| | - Gaurav B Nigam
- Translational Gastroenterology Unit, Nuffield Department of Medicine, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom
| | - Morris Gordon
- School of Medicine, University of Central Lancashire, Preston, Lancashire, United Kingdom.
| | - Meghana Ganeshan
- School of Medicine, University of Central Lancashire, Preston, Lancashire, United Kingdom
| | - Mitchell Rudo Tokonyai
- School of Medicine, University of Central Lancashire, Preston, Lancashire, United Kingdom
| | - Sunil Dolwani
- School of Medicine and Cardiff and Vale University Health Board, Cardiff University, Cardiff, United Kingdom
| | - Marietta Iacucci
- College of Medicine and Health, University College of Cork and APC Microbiome, Cork, Ireland; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Matt Rutter
- Department of Gastroenterology, University Hospital of North Tees, Stockton-on-Tees, United Kingdom of Great Britain and Northern Ireland
| | - Venkat Subramanian
- Leeds Gastroenterology Institute, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Ana Wilson
- St Mark's Hospital and Academic Institute, Harrow, United Kingdom; Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - James E East
- Translational Gastroenterology Unit, Nuffield Department of Medicine, John Radcliffe Hospital, University of Oxford, Oxford, United Kingdom.
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20
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Jans A, Sinonquel P, Seerden TC, De Bodelier A, de Ridder R, Pierik MJ, Karstensen JG, Sloth S, De Hertogh G, Demedts I, Willekens H, Vermeire S, Bisschops R. Dye-based chromoendoscopy versus i-scan virtual chromoendoscopy in long-standing ulcerative colitis: Multicenter prospective RCT. Endosc Int Open 2024; 12:E1386-E1391. [PMID: 39610949 PMCID: PMC11604299 DOI: 10.1055/a-2443-1080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 10/07/2024] [Indexed: 11/30/2024] Open
Abstract
Background and study aims Long-standing ulcerative colitis (UC) is associated with an increased risk of developing colorectal neoplasia. Both dye-based chromoendoscopy (DCE) and virtual chromoendoscopy (VCE) increase detection of neoplastic lesions. In this prospective randomized controlled trial (RCT), we compared the neoplasia detection rate between DCE and i-scan VCE in patients with long-standing UC. Patient and methods In four European hospitals, 131 patients with long-standing UC (disease duration > 8 years) were randomized to either DCE with methylene blue 0.1% (n = 66) or i-scan VCE (n = 65). All procedures were performed by trained endoscopists. Biopsies were taken from all visible lesions and the surrounding mucosa. Results The mean number of neoplastic lesions detected per colonoscopy was not significantly different between DCE (0.27) and i-scan VCE (0.37) ( P = 0.41). Similarly, there was no significant difference in neoplasia detection rate between DCE (19.7%) and VCE (27.7%) (odds ratio0.64, 95% confidence interval 0.28-1.50, P = 0.31). However, the per lesion neoplasia detection rate was significantly higher with i-scan VCE compared to DCE (27.6% vs 15.3%, P = 0.036). Both withdrawal and total procedure time were on average 10.0 and 9.9 minutes shorter using i-scan VCE (both P < 0.001). Conclusions This multicenter, prospective RCT showed no significant difference in neoplasia detection between DCE and i-scan VCE in long-standing UC. However, use of i-scan VCE was associated with a lower false-positive rate and a significantly shorter procedure time compared with DCE. I-scan VCE, therefore, could be a valid replacement for DCE in UC surveillance colonoscopies.
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Affiliation(s)
- Alexander Jans
- Department of Gastroenterology and Hepotology, KU Leuven, Leuven, Belgium
| | - Pieter Sinonquel
- Department of Gastroenterology and Hepotology, KU Leuven, Leuven, Belgium
| | - Tom C.J. Seerden
- Gastroenterology and Hepatology, Amphia Hospital Location Langendijk, Breda, Netherlands
| | - Alexander De Bodelier
- Gastroenterology and Hepatology, Amphia Hospital Location Langendijk, Breda, Netherlands
| | - Rogier de Ridder
- Department of Gastroenterology and Hepatology, Maastricht UMC+, Maastricht, Netherlands
| | - Marieke J Pierik
- Department of Gastroenterology and Hepatology, Maastricht UMC+, Maastricht, Netherlands
| | - John Gásdal Karstensen
- Gastro Unit, Division of Endoscopy, Hvidovre Hospital, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Kobenhavn, Denmark
| | - Stine Sloth
- Gastro Unit, Division of Endoscopy, Hvidovre Hospital, Hvidovre, Denmark
| | | | | | - Hilde Willekens
- Gastroenterology, University Hospitals Leuven, Leuven, Belgium
| | - Severine Vermeire
- Department of Gastroenterology and Hepatology, University Hospital Leuven, Leuven, Belgium
| | - Raf Bisschops
- Department of Gastroenterology and Hepatology, University Hospital Leuven, Leuven, Belgium
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Motta RV, Gupta V, Hartery K, Bassett P, Leedham SJ, Chapman RW, Travis SPL, Culver EL, East JE. Dye-based chromoendoscopy detects more neoplasia than white light endoscopy in patients with primary sclerosing cholangitis and IBD. Endosc Int Open 2024; 12:E1285-E1294. [PMID: 39534278 PMCID: PMC11555309 DOI: 10.1055/a-2437-8102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 07/30/2024] [Indexed: 11/16/2024] Open
Abstract
Background and study aims Patients with primary sclerosing cholangitis and inflammatory bowel disease (IBD) have a high risk of colorectal cancer. There is no agreement on the best technique for surveillance for colorectal neoplasia. We aimed to assess whether chromoendoscopy and/or high-definition endoscopy is associated with increased detection of neoplasia in patients with primary sclerosing cholangitis undergoing surveillance compared with when they were not used. Patients and methods This was a single-center, retrospective, observational study designed to analyze differences in the detection of neoplasia (adenomatous and serrated) among patients with primary sclerosing cholangitis and IBD who underwent annual surveillance between 2010 and 2020. Multilevel logistic regression was used to adjust for confounders. Results Ninety-one patients were identified, resulting in 359 colonoscopies with 360 person-years of follow up. Over the study period, 22 of 91 patients (24%) had at least one neoplastic lesion identified; however, the mean neoplastic lesion rate was 0.87 (54/63) for the primary sclerosing cholangitis-ulcerative colitis subgroup compared with 0.24 (4/17) for the primary sclerosing cholangitis-Crohn's disease subgroup. Chromoendoscopy was associated with a significantly higher detection rate for neoplasia (odds ratio [OR] 5.58, 95% confidence interval [CI] 2.08-14.9, P =0.001), and this association remained after adjusting for confounders, including high-definition endoscopy. High-definition endoscopes had a higher rate of neoplasia detection, but the significance was lost after adjustment for confounders, including chromoendoscopy (OR 1.93, 95% CI 0.69-5.40, P =0.21). Conclusions Chromoendoscopy is associated with a higher detection rate for neoplasia in patients with primary sclerosing cholangitis and IBD even with high-definition colonoscopes.
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Affiliation(s)
- Rodrigo V Motta
- Translational Gastroenterology and Liver Unit, Experimental
Medicine Division, Nuffield Department of Medicine, University of Oxford, Oxford, United
Kingdom of Great Britain and Northern Ireland
| | - Vipin Gupta
- Department of Gastroenterology, North Bristol NHS Trust, Bristol,
United Kingdom of Great Britain and Northern Ireland
| | - Karen Hartery
- Department of Gastroenterology, St James's Hospital, Dublin,
Ireland
| | - Paul Bassett
- Statistics, Statsconsultancy Ltd, Buckinghamshire, United Kingdom of Great
Britain and Northern Ireland
| | - Simon J Leedham
- Gastrointestinal Stem Cell Biology Lab, Wellcome Centre Human
Genetics, University of Oxford, Oxford, United Kingdom of Great Britain and Northern
Ireland
| | - Roger W Chapman
- Translational Gastroenterology and Liver Unit, Experimental
Medicine Division, Nuffield Department of Medicine, University of Oxford, Oxford, United
Kingdom of Great Britain and Northern Ireland
| | - Simon PL Travis
- Translational Gastroenterology and Liver Unit, Nuffield
Department of Medicine and, Kennedy Institute of Rheumatology, Nuffield Department of
Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford,
United Kingdom of Great Britain and Northern Ireland
| | - Emma L Culver
- Translational Gastroenterology and Liver Unit, Experimental
Medicine Division, Nuffield Department of Medicine, University of Oxford, Oxford, United
Kingdom of Great Britain and Northern Ireland
| | - James E. East
- Translational Gastroenterology and Liver Unit, Experimental
Medicine Division, Nuffield Department of Medicine, University of Oxford, Oxford, United
Kingdom of Great Britain and Northern Ireland
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22
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Nagarajan KV, Bhat N. Imaging colonic polyps in 2024. Indian J Gastroenterol 2024; 43:954-965. [PMID: 39347933 DOI: 10.1007/s12664-024-01679-y] [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: 04/15/2024] [Accepted: 08/19/2024] [Indexed: 10/01/2024]
Abstract
Screening colonoscopy and polypectomy are the cornerstone in decreasing the incidence and mortality of colorectal cancer. Despite the low incidence of colorectal cancer in India, there has been a rising trend in the incidence of colonic polyps and cancer over the last decade. It is, hence, imperative that we are well equipped in the management of colonic polyps. Adequate training in the detection and characterization of polyps to aid in their management is necessary. Detection of polyps can be increased by adhering to the standards of colonoscopy, including good bowel preparation, cecal intubation rate, adequate withdrawal time and use of distal attachment devices. A detected polyp needs optimal characterization to predict histology in real time and decide on the management strategies. Characterization of the polyps requires high-definition-white light endoscopy and/or image-enhanced endoscopy (dye based or digital). Various factors that help in predicting histology include size, location and morphology of the polyp and the pit pattern, vascular and surface pattern of the polyp. Polyps can be differentiated as neoplastic or non-neoplastic with reasonable accuracy with the above features. Prediction of advanced pathology including high-grade dysplasia and deep sub-mucosal invasion is essential, as it helps in deciding if the lesion is amenable to endotherapy and the technique of endoscopic resection. Adequate training in image-enhanced endoscopy is necessary to assess advanced pathology in polyps. Technology pertaining to image-enhanced endoscopy includes narrow banding imaging and blue laser imaging; newer variations are being introduced every few years making it necessary to be abreast with growing information. The recent advances in gastrointestinal (GI) endoscopy with the advent of endocytoscopy and artificial intelligence seem promising and are predicted to be the future of GI endoscopy.
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Affiliation(s)
- Kayal Vizhi Nagarajan
- Department of Gastroenterology, Hepatology and Clinical Nutrition, Aster CMI Hospital, Bengaluru, 560 092, India
| | - Naresh Bhat
- Department of Gastroenterology, Hepatology and Clinical Nutrition, Aster CMI Hospital, Bengaluru, 560 092, India.
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23
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Peng C, Tian CX, Mu Y, Ma M, Zhang Z, Wan M, Liu J, Li Z, Zuo X, Li W, Li Y. Hyperspectral imaging facilitating resect-and-discard strategy through artificial intelligence-assisted diagnosis of colorectal polyps: A pilot study. Cancer Med 2024; 13:e70195. [PMID: 39320133 PMCID: PMC11423483 DOI: 10.1002/cam4.70195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 08/15/2024] [Accepted: 08/25/2024] [Indexed: 09/26/2024] Open
Abstract
BACKGROUND AND AIMS The resect-and-discard strategy for colorectal polyps based on accurate optical diagnosis remains challenges. Our aim was to investigate the feasibility of hyperspectral imaging (HSI) for identifying colorectal polyp properties and diagnosis of colorectal cancer in fresh tissues during colonoscopy. METHODS 144,900 two dimensional images generated from 161 hyperspectral images of colorectal polyp tissues were prospectively obtained from patients undergoing colonoscopy. A residual neural network model was trained with transfer learning to automatically differentiate colorectal polyps, validated by histopathologic diagnosis. The diagnostic performances of the HSI-AI model and endoscopists were calculated respectively, and the auxiliary efficiency of the model was evaluated after a 2-week interval. RESULTS Quantitative HSI revealed histological differences in colorectal polyps. The HSI-AI model showed considerable efficacy in differentiating nonneoplastic polyps, non-advanced adenomas, and advanced neoplasia in vitro, with sensitivities of 96.0%, 94.0%, and 99.0% and specificities of 99.0%, 99.0%, and 96.5%, respectively. With the assistance of the model, the median negative predictive value of neoplastic polyps increased from 50.0% to 88.2% (p = 0.013) in novices. CONCLUSION This study demonstrated the feasibility of using HSI as a diagnostic tool to differentiate neoplastic colorectal polyps in vitro and the potential of AI-assisted diagnosis synchronized with colonoscopy. The tool may improve the diagnostic performance of novices and facilitate the application of resect-and-discard strategy to decrease the cost.
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Affiliation(s)
- Cheng Peng
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Chong Xuan Tian
- Department of Biomedical Engineering Institute, School of Control Science and EngineeringShandong UniversityJinanChina
| | - Yijun Mu
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Mingjun Ma
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Zhenlei Zhang
- Department of Biomedical Engineering Institute, School of Control Science and EngineeringShandong UniversityJinanChina
| | - Meng Wan
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Jing Liu
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Zhen Li
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Xiuli Zuo
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Laboratory of Translational Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Robot Engineering Laboratory for Precise Diagnosis and Therapy of GI Tumor, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Shandong Provincial Clinical Research Center for Digestive DiseaseJinanChina
| | - Wei Li
- Department of Biomedical Engineering Institute, School of Control Science and EngineeringShandong UniversityJinanChina
| | - Yanqing Li
- Department of Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Laboratory of Translational Gastroenterology, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Robot Engineering Laboratory for Precise Diagnosis and Therapy of GI Tumor, Qilu Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Shandong Provincial Clinical Research Center for Digestive DiseaseJinanChina
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24
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Orzeszko Z, Gach T, Bogacki P, Markowska B, Solecki R, Szura M. Effect of artificial intelligence implementation to the latest generation 4K colonoscopy. POLISH JOURNAL OF SURGERY 2024; 96:24-30. [PMID: 39465634 DOI: 10.5604/01.3001.0054.6995] [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: 10/29/2024]
Abstract
<b>Indroduction:</b> Colonoscopy is an acclaimed screening test to detect colorectal cancer (CRC). The most important quality indicators for colonoscopy are adenoma detection rate (ADR), cecal intubation rate (CIR), withdrawal time (WT), and bowel preparation (Boston Bowel Preparation Scale; BBPS). In modern endoscopy practice, the human eye is enhanced by highdefinition white-light visualization and advanced imaging technology. The main limitation of this procedure is the detection rate of suspicious lesions. The next generation of endoscopes with 4K resolution and computer-aided detection (CADe) based on artificial intelligence (AI) may be the next step to improve the quality of tests performed.<b>Aim:</b> The aim was to assess the effect of CADe implementation in the environment of the latest generation of endoscopes and 4K visualization in retrospective analysis.<b>Methods:</b> The study included 2,000 patients over 18 years old who underwent colonoscopy for various indications. Olympus Endo-Aid CADe AI system was used, together with the latest X1 series endoscope set using LED lighting and 4K ultra high-resolution technology. Group I consisted of 1,000 consecutive tests performed using Endo-Aid CADe, and group II the first 1,000 consecutive tests without the CADe system. ADR, Advanced adenoma detection rate (AADR), polyp detection rate (PDR), and mean polyp per patient score (MPP) were assessed in each group<b>Results:</b> A total of 2,000 participants were included in the analysis, divided into two groups regarding CADe implementation. The overall PDR was similar in the analyzed groups (AI: 46.7% <i>vs.</i> non-AI: 44.9%, P = 0.419). Both ADR (29.7 <i>vs.</i> 28.9%, P = 0.694) and AADR (6.9 <i>vs.</i> 7.1%, P = 0.861) changed unremarkably. However, a significant elevation in MPP was noted. The MPP rose from 0.85 in the non-AI group to 1.26 in the AI group (P<0.001). The comparative analysis conducted separately for each segment of the bowel revealed that PDR remarkably increased in the left colon (29.3 <i>vs.</i> 18.0%, P<0.001), with no difference for other segments and other parameters. Investigating the MPP separately in each segment showed a significant difference for the right colon (0.33 <i>vs.</i> 0.23, P = 0.032) and the left colon (0.47 <i>vs.</i> 0.28, P<0.001). When adjusted to bowel preparation the PDR and MPP were constantly higher in the AI group (29.3 <i>vs.</i> 19.0%, P<0.001, and 0.48 <i>vs.</i> 0.30, P<0.001, respectively). In addition, the significant impact of AI implementation on MPP faded in the right colon (0.33 <i>vs.</i> 0.24, P = 0.051) when compared with the overall analysis.<b>Conclusions:</b> Although recently published evidence is optimistic regarding AI efficiency in improving the quality of colonoscopy, the provided results widen the overall perspective. Prospective randomized controlled trials (RCTs) including procedures performed with newest generation scopes should elucidate the role of AI in high-resolution colonoscopy.
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Affiliation(s)
- Zofia Orzeszko
- Jagiellonian University, Faculty of Health Sciences, Krakow, Poland
| | - Tomasz Gach
- Jagiellonian University, Faculty of Health Sciences, Krakow, Poland
| | - Paweł Bogacki
- Jagiellonian University, Faculty of Health Sciences, Krakow, Poland
| | - Beata Markowska
- Jagiellonian University, Faculty of Health Sciences, Krakow, Poland
| | - Rafal Solecki
- Jagiellonian University, Faculty of Health Sciences, Krakow, Poland
| | - Mirosław Szura
- Jagiellonian University, Faculty of Health Sciences, Krakow, Poland
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Maida M, Dahiya DS, Shah YR, Tiwari A, Gopakumar H, Vohra I, Khan A, Jaber F, Ramai D, Facciorusso A. Screening and Surveillance of Colorectal Cancer: A Review of the Literature. Cancers (Basel) 2024; 16:2746. [PMID: 39123473 PMCID: PMC11312202 DOI: 10.3390/cancers16152746] [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: 07/13/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024] Open
Abstract
Colorectal cancer (CRC) has the highest mortality rate among men and is the second highest among women under fifty, with incidence and mortality rates rising in younger populations. Studies indicate that up to one-third of patients diagnosed before fifty have a family history or genetic factors, highlighting the need for earlier screening. Contrariwise, diagnosis in healthy subjects through screening strategies enables early-stage detection of the tumor and better clinical outcomes. In recent years, mortality rates of CRC in Western countries have been on a steady decline, which is largely attributed to widespread screening programs and advancements in treatment modalities. Indeed, early detection through screening significantly improves prognosis, with stark differences in survival rates between localized and metastatic disease. This article aims to provide a comprehensive review of the existing literature, delving into the performance and efficacy of various CRC screening strategies. It navigates through available screening tools, evaluating their efficacy and cost-effectiveness. The discussion extends to delineating target populations for screening, emphasizing the importance of tailored approaches for individuals at heightened risk.
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Affiliation(s)
- Marcello Maida
- Department of Medicine and Surgery, University of Enna ‘Kore’, 94100 Enna, Italy;
| | - Dushyant Singh Dahiya
- Division of Gastroenterology, Hepatology and Motility, The University of Kansas School of Medicine, Kansas City, KS 66160, USA
| | - Yash R. Shah
- Department of Internal Medicine, Trinity Health Oakland/Wayne State University, Pontiac, MI 48341, USA
| | - Angad Tiwari
- Department of Internal Medicine, Maharani Laxmi Bai Medical College, Jhansi 284001, India;
| | - Harishankar Gopakumar
- Division of Gastroenterology and Hepatology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA; (H.G.); (I.V.)
| | - Ishaan Vohra
- Division of Gastroenterology and Hepatology, University of Illinois College of Medicine at Peoria, Peoria, IL 61605, USA; (H.G.); (I.V.)
| | - Aqsa Khan
- Department of Internal Medicine, Parkview Health, Fort Wayne, IN 46805, USA;
| | - Fouad Jaber
- Department of Internal Medicine, University of Missouri-Kansas City, Kansas City, KS 64110, USA;
| | - Daryl Ramai
- Division of Gastroenterology and Hepatology, The University of Utah School of Medicine, Salt Lake City, UT 84132, USA;
| | - Antonio Facciorusso
- Gastroenterology Unit, Department of Biomedical Science, Foggia University Hospital, 71122 Foggia, Italy
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26
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Desai M, Ausk K, Brannan D, Chhabra R, Chan W, Chiorean M, Gross SA, Girotra M, Haber G, Hogan RB, Jacob B, Jonnalagadda S, Iles-Shih L, Kumar N, Law J, Lee L, Lin O, Mizrahi M, Pacheco P, Parasa S, Phan J, Reeves V, Sethi A, Snell D, Underwood J, Venu N, Visrodia K, Wong A, Winn J, Wright CH, Sharma P. Use of a Novel Artificial Intelligence System Leads to the Detection of Significantly Higher Number of Adenomas During Screening and Surveillance Colonoscopy: Results From a Large, Prospective, US Multicenter, Randomized Clinical Trial. Am J Gastroenterol 2024; 119:1383-1391. [PMID: 38235741 DOI: 10.14309/ajg.0000000000002664] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/14/2023] [Indexed: 01/19/2024]
Abstract
INTRODUCTION Adenoma per colonoscopy (APC) has recently been proposed as a quality measure for colonoscopy. We evaluated the impact of a novel artificial intelligence (AI) system, compared with standard high-definition colonoscopy, for APC measurement. METHODS This was a US-based, multicenter, prospective randomized trial examining a novel AI detection system (EW10-EC02) that enables a real-time colorectal polyp detection enabled with the colonoscope (CAD-EYE). Eligible average-risk subjects (45 years or older) undergoing screening or surveillance colonoscopy were randomized to undergo either CAD-EYE-assisted colonoscopy (CAC) or conventional colonoscopy (CC). Modified intention-to-treat analysis was performed for all patients who completed colonoscopy with the primary outcome of APC. Secondary outcomes included positive predictive value (total number of adenomas divided by total polyps removed) and adenoma detection rate. RESULTS In modified intention-to-treat analysis, of 1,031 subjects (age: 59.1 ± 9.8 years; 49.9% male), 510 underwent CAC vs 523 underwent CC with no significant differences in age, gender, ethnicity, or colonoscopy indication between the 2 groups. CAC led to a significantly higher APC compared with CC: 0.99 ± 1.6 vs 0.85 ± 1.5, P = 0.02, incidence rate ratio 1.17 (1.03-1.33, P = 0.02) with no significant difference in the withdrawal time: 11.28 ± 4.59 minutes vs 10.8 ± 4.81 minutes; P = 0.11 between the 2 groups. Difference in positive predictive value of a polyp being an adenoma among CAC and CC was less than 10% threshold established: 48.6% vs 54%, 95% CI -9.56% to -1.48%. There were no significant differences in adenoma detection rate (46.9% vs 42.8%), advanced adenoma (6.5% vs 6.3%), sessile serrated lesion detection rate (12.9% vs 10.1%), and polyp detection rate (63.9% vs 59.3%) between the 2 groups. There was a higher polyp per colonoscopy with CAC compared with CC: 1.68 ± 2.1 vs 1.33 ± 1.8 (incidence rate ratio 1.27; 1.15-1.4; P < 0.01). DISCUSSION Use of a novel AI detection system showed to a significantly higher number of adenomas per colonoscopy compared with conventional high-definition colonoscopy without any increase in colonoscopy withdrawal time, thus supporting the use of AI-assisted colonoscopy to improve colonoscopy quality ( ClinicalTrials.gov NCT04979962).
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Affiliation(s)
- Madhav Desai
- Department of Gastroenterology, Kansas City VA Medical Center, Kansas City, Missouri, USA
| | - Karlee Ausk
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Donald Brannan
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Rajiv Chhabra
- Department of Gastroenterology, Saint Luke's Hospital of Kansas City, Kansas City, Missouri, USA
| | - Walter Chan
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Michael Chiorean
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Seth A Gross
- Gastroenterology, New York University Langone Health, New York, New York, USA
| | - Mohit Girotra
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Gregory Haber
- Gastroenterology, New York University Langone Health, New York, New York, USA
| | - Reed B Hogan
- GI Associates and Endoscopy Center, Jackson, Mississippi, USA
| | - Bobby Jacob
- Gastroenterology, Largo Medical Center, Largo, Florida, USA
| | - Sreeni Jonnalagadda
- Department of Gastroenterology, Saint Luke's Hospital of Kansas City, Kansas City, Missouri, USA
| | - Lulu Iles-Shih
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Navin Kumar
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Joanna Law
- Gastroenterology, Virginia Mason Franciscan Health, Seattle, Washington, USA
| | - Linda Lee
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Otto Lin
- Gastroenterology, Virginia Mason Franciscan Health, Seattle, Washington, USA
| | - Meir Mizrahi
- Gastroenterology, Largo Medical Center, Largo, Florida, USA
| | - Paulo Pacheco
- Gastroenterology, New York University Langone Health, New York, New York, USA
| | - Sravanthi Parasa
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Jennifer Phan
- Departement of Gastroenterology, Keck Medicine University of Southern California, Los Angeles, California, USA
| | - Vonda Reeves
- GI Associates and Endoscopy Center, Jackson, Mississippi, USA
| | - Amrita Sethi
- Department of Gastroenterology, Columbia University Irving Medical Center, New York, New York, USA
| | - David Snell
- Gastroenterology, New York University Langone Health, New York, New York, USA
| | - James Underwood
- GI Associates and Endoscopy Center, Jackson, Mississippi, USA
| | - Nanda Venu
- Gastroenterology, Virginia Mason Franciscan Health, Seattle, Washington, USA
| | - Kavel Visrodia
- Department of Gastroenterology, Columbia University Irving Medical Center, New York, New York, USA
| | - Alina Wong
- Gastroenterology, Swedish Health and Swedish Medical Center, Seattle, Washington, USA
| | - Jessica Winn
- Department of Gastroenterology, Kansas City VA Medical Center, Kansas City, Missouri, USA
| | | | - Prateek Sharma
- Department of Gastroenterology, Kansas City VA Medical Center, Kansas City, Missouri, USA
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Ferlitsch M, Hassan C, Bisschops R, Bhandari P, Dinis-Ribeiro M, Risio M, Paspatis GA, Moss A, Libânio D, Lorenzo-Zúñiga V, Voiosu AM, Rutter MD, Pellisé M, Moons LMG, Probst A, Awadie H, Amato A, Takeuchi Y, Repici A, Rahmi G, Koecklin HU, Albéniz E, Rockenbauer LM, Waldmann E, Messmann H, Triantafyllou K, Jover R, Gralnek IM, Dekker E, Bourke MJ. Colorectal polypectomy and endoscopic mucosal resection: European Society of Gastrointestinal Endoscopy (ESGE) Guideline - Update 2024. Endoscopy 2024; 56:516-545. [PMID: 38670139 DOI: 10.1055/a-2304-3219] [Citation(s) in RCA: 58] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
1: ESGE recommends cold snare polypectomy (CSP), to include a clear margin of normal tissue (1-2 mm) surrounding the polyp, for the removal of diminutive polyps (≤ 5 mm).Strong recommendation, high quality of evidence. 2: ESGE recommends against the use of cold biopsy forceps excision because of its high rate of incomplete resection.Strong recommendation, moderate quality of evidence. 3: ESGE recommends CSP, to include a clear margin of normal tissue (1-2 mm) surrounding the polyp, for the removal of small polyps (6-9 mm).Strong recommendation, high quality of evidence. 4: ESGE recommends hot snare polypectomy for the removal of nonpedunculated adenomatous polyps of 10-19 mm in size.Strong recommendation, high quality of evidence. 5: ESGE recommends conventional (diathermy-based) endoscopic mucosal resection (EMR) for large (≥ 20 mm) nonpedunculated adenomatous polyps (LNPCPs).Strong recommendation, high quality of evidence. 6: ESGE suggests that underwater EMR can be considered an alternative to conventional hot EMR for the treatment of adenomatous LNPCPs.Weak recommendation, moderate quality of evidence. 7: Endoscopic submucosal dissection (ESD) may also be suggested as an alternative for removal of LNPCPs of ≥ 20 mm in selected cases and in high-volume centers.Weak recommendation, low quality evidence. 8: ESGE recommends that, after piecemeal EMR of LNPCPs by hot snare, the resection margins should be treated by thermal ablation using snare-tip soft coagulation to prevent adenoma recurrence.Strong recommendation, high quality of evidence. 9: ESGE recommends (piecemeal) cold snare polypectomy or cold EMR for SSLs of all sizes without suspected dysplasia.Strong recommendation, moderate quality of evidence. 10: ESGE recommends prophylactic endoscopic clip closure of the mucosal defect after EMR of LNPCPs in the right colon to reduce to reduce the risk of delayed bleeding.Strong recommendation, high quality of evidence. 11: ESGE recommends that en bloc resection techniques, such as en bloc EMR, ESD, endoscopic intermuscular dissection, endoscopic full-thickness resection, or surgery should be the techniques of choice in cases with suspected superficial invasive carcinoma, which otherwise cannot be removed en bloc by standard polypectomy or EMR.Strong recommendation, moderate quality of evidence.
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Affiliation(s)
- Monika Ferlitsch
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
- Department of Gastroenterology, Evangelical Hospital, Vienna, Austria
| | - Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Raf Bisschops
- Department of Gastroenterology and Hepatology, University Hospitals Leuven, TARGID, KU Leuven, Leuven, Belgium
| | - Pradeep Bhandari
- Endoscopy Department, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
| | - Mário Dinis-Ribeiro
- Department of Gastroenterology, Portuguese Oncology Institute of Porto, Porto, Portugal
- MEDCIDS/Faculty of Medicine, University of Porto, Porto, Portugal
- Porto Comprehensive Cancer Center (Porto.CCC) and RISE@CI-IPOP (Health Research Network), Porto, Portugal
| | - Mauro Risio
- Department of Pathology, Institute for Cancer Research and Treatment, Candiolo, Turin, Italy
| | - Gregorios A Paspatis
- Gastroenterology Department, Venizeleio General Hospital, Heraklion, Crete, Greece
| | - Alan Moss
- Department of Gastroenterology, Western Health, Melbourne, Australia
- Department of Medicine, Western Health, Melbourne Medical School, University of Melbourne, Melbourne, Australia
| | - Diogo Libânio
- Department of Gastroenterology, Portuguese Oncology Institute of Porto, Porto, Portugal
- MEDCIDS/Faculty of Medicine, University of Porto, Porto, Portugal
- Porto Comprehensive Cancer Center (Porto.CCC) and RISE@CI-IPOP (Health Research Network), Porto, Portugal
| | - Vincente Lorenzo-Zúñiga
- Endoscopy Unit, La Fe University and Polytechnic Hospital / IISLaFe, Valencia, Spain
- Department of Medicine, Catholic University of Valencia, Valencia, Spain
| | - Andrei M Voiosu
- Gastroenterology Department, Colentina Clinical Hospital, Bucharest, Romania
- Internal Medicine and Gastroenterology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Matthew D Rutter
- Department of Gastroenterology, North Tees and Hartlepool NHS Foundation Trust, Stockton-on-Tees, UK
- Department of Gastroenterology, Faculty of Medical Sciences, Newcastle University, Newcastle-upon-Tyne, UK
| | - Maria Pellisé
- Department of Gastroenterology, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Leon M G Moons
- III Medizinische Klinik, Universitätsklinikum Augsburg, Augsburg, Germany
| | - Andreas Probst
- Department of Gastroenterology, University Hospital of Augsburg, Augsburg, Germany
| | - Halim Awadie
- Ellen and Pinchas Mamber Institute of Gastroenterology and Hepatology, Emek Medical Center, Afula, Israel
| | - Arnaldo Amato
- Digestive Endoscopy and Gastroenterology Department, Ospedale A. Manzoni, Lecco, Italy
| | - Yoji Takeuchi
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Gunma, Japan
| | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy
| | - Gabriel Rahmi
- Hepatogastroenterology and Endoscopy Department, Hôpital européen Georges Pompidou, Paris, France
- Laboratoire de Recherches Biochirurgicales, APHP-Centre Université de Paris, Paris, France
| | - Hugo U Koecklin
- Hospital Universitari Germans Trias i Pujol, Badalona, Spain
- Teknon Medical Center, Barcelona, Spain
| | - Eduardo Albéniz
- Gastroenterology Department, Hospital Universitario de Navarra (HUN); Navarrabiomed, Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Lisa-Maria Rockenbauer
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Elisabeth Waldmann
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Helmut Messmann
- III Medizinische Klinik, Universitätsklinikum Augsburg, Augsburg, Germany
| | - Konstantinos Triantafyllou
- Hepatogastroenterology Unit, Second Department of Propaedeutic Internal Medicine, Medical School, National and Kapodastrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Rodrigo Jover
- Servicio de Medicina Digestiva, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria ISABIAL, Departamento de Medicina Clínica, Universidad Miguel Hernández, Alicante, Spain
| | - Ian M Gralnek
- Ellen and Pinchas Mamber Institute of Gastroenterology and Hepatology, Emek Medical Center, Afula, Israel
- Rappaport Faculty of Medicine Technion Israel Institute of Technology, Haifa, Israel
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Michael J Bourke
- Department of Gastroenterology and Hepatology, Westmead Hospital, Sydney, Australia
- University of Sydney, Sydney, Australia
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Mandarino FV, Danese S, Uraoka T, Parra-Blanco A, Maeda Y, Saito Y, Kudo SE, Bourke MJ, Iacucci M. Precision endoscopy in colorectal polyps' characterization and planning of endoscopic therapy. Dig Endosc 2024; 36:761-777. [PMID: 37988279 DOI: 10.1111/den.14727] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/19/2023] [Indexed: 11/23/2023]
Abstract
Precision endoscopy in the management of colorectal polyps and early colorectal cancer has emerged as the standard of care. It includes optical characterization of polyps and estimation of submucosal invasion depth of large nonpedunculated colorectal polyps to select the appropriate endoscopic resection modality. Over time, several imaging modalities have been implemented in endoscopic practice to improve optical performance. Among these, image-enhanced endoscopy systems and magnification endoscopy represent now well-established tools. New advanced technologies, such as endocytoscopy and confocal laser endomicroscopy, have recently shown promising results in predicting the histology of colorectal polyps. In recent years, artificial intelligence has continued to enhance endoscopic performance in the characterization of colorectal polyps, overcoming the limitations of other imaging modes. In this review we retrace the path of precision endoscopy, analyzing the yield of various endoscopic imaging techniques in personalizing management of colorectal polyps and early colorectal cancer.
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Affiliation(s)
- Francesco Vito Mandarino
- Department of Gastroenterology and Gastrointestinal Endoscopy, San Raffaele Hospital IRCSS, Milan, Italy
- Department of Gastrointestinal Endoscopy, Westmead Hospital, Sydney, NSW, Australia
| | - Silvio Danese
- Department of Gastroenterology and Gastrointestinal Endoscopy, San Raffaele Hospital IRCSS, Milan, Italy
| | - Toshio Uraoka
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Gumma, Japan
| | - Adolfo Parra-Blanco
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Yasuharu Maeda
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Kanagawa, Japan
| | - Yutaka Saito
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Shin-Ei Kudo
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Kanagawa, Japan
| | - Michael J Bourke
- Department of Gastrointestinal Endoscopy, Westmead Hospital, Sydney, NSW, Australia
| | - Marietta Iacucci
- Department of Gastroenterology, University College Cork, Cork, Ireland
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29
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Labiad C, Alric H, Barret M, Cazelles A, Rahmi G, Karoui M, Manceau G. Management after local excision of small rectal cancers. Indications for completion total mesorectal excision and possible alternatives. J Visc Surg 2024; 161:173-181. [PMID: 38448362 DOI: 10.1016/j.jviscsurg.2024.02.003] [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: 03/08/2024]
Abstract
The treatment of superficial rectal cancers (local excision, or proctectomy with total mesorectal excision (TME) remains controversial. Endoscopy and endorectal ultrasonography are essential for the precise initial definition of these small cancers. During endoscopy, the depth of the lesion can be estimated using virtual chromoendoscopy with magnification, thereby aiding the assessment of the possibilities of local excision. Current international recommendations indicate completion proctectomy after wide local excision for cases where the pathologic examination reveals poorly-differentiated lesions, lymphovascular invasion, grade 2 or 3 tumor budding, and incomplete resection. But debate persists regarding whether the depth of submucosal invasion can accurately predict the risk of lymph node spread. Recent data from the literature suggest that the depth of submucosal invasion should no longer, by itself, be an indication for additional oncological surgery. Adjuvant radio-chemotherapy could be an alternative to completion proctectomy in patients with pT1 rectal cancer and unfavorable histopathological criteria. A Dutch randomized controlled trial is underway to validate this strategy.
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Affiliation(s)
- Camélia Labiad
- Digestive and Oncological Surgery Department, Assistance publique-Hôpitaux de Paris, hôpital européen Georges-Pompidou, université Paris Cité, 20, rue Leblanc, 75015 Paris, France
| | - Hadrien Alric
- Gastroenterology Department, Assistance publique-Hôpitaux de Paris, hôpital européen Georges-Pompidou, université Paris Cité, Paris, France
| | - Maximilien Barret
- Gastroenterology Department, Assistance publique-Hôpitaux de Paris, hôpital Cochin, université Paris Cité, Paris, France
| | - Antoine Cazelles
- Digestive and Oncological Surgery Department, Assistance publique-Hôpitaux de Paris, hôpital européen Georges-Pompidou, université Paris Cité, 20, rue Leblanc, 75015 Paris, France
| | - Gabriel Rahmi
- Gastroenterology Department, Assistance publique-Hôpitaux de Paris, hôpital européen Georges-Pompidou, université Paris Cité, Paris, France
| | - Mehdi Karoui
- Digestive and Oncological Surgery Department, Assistance publique-Hôpitaux de Paris, hôpital européen Georges-Pompidou, université Paris Cité, 20, rue Leblanc, 75015 Paris, France
| | - Gilles Manceau
- Digestive and Oncological Surgery Department, Assistance publique-Hôpitaux de Paris, hôpital européen Georges-Pompidou, université Paris Cité, 20, rue Leblanc, 75015 Paris, France.
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30
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Nijjar GS, Aulakh SK, Singh R, Chandi SK. Emerging Technologies in Endoscopy for Gastrointestinal Neoplasms: A Comprehensive Overview. Cureus 2024; 16:e62946. [PMID: 39044885 PMCID: PMC11265259 DOI: 10.7759/cureus.62946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/22/2024] [Indexed: 07/25/2024] Open
Abstract
Gastrointestinal neoplasms are a growing global health concern, requiring prompt identification and treatment. Endoscopic procedures have revolutionized the detection and treatment of gastrointestinal tumors by providing accurate, minimally invasive methods. Early-stage malignancies can be treated with endoscopic excision, leading to improved outcomes and increased survival rates. Precancerous lesions, like adenomatous polyps, can be prevented by removing them, reducing cancer occurrence and death rates. Advanced techniques like chromoendoscopy, narrow-band imaging, and confocal laser endomicroscopy improve the ability to see the mucosa surface and diagnose conditions. Artificial Intelligence (AI) applications in endoscopy can enhance diagnostic accuracy and predict histology outcomes. However, challenges remain in accurately defining lesions and ensuring precise diagnosis and treatment selection. Molecular imaging approaches and therapeutic modalities like photodynamic therapy and endoscopic ultrasonography-guided therapies hold potential but require further study and clinical confirmation. This study examines the future prospects and obstacles in endoscopic procedures for the timely identification and treatment of gastrointestinal cancers. The focus is on developing technology, limits, and prospective effects on clinical practice.
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Affiliation(s)
| | - Smriti Kaur Aulakh
- Internal Medicine, Sri Guru Ram Das University of Health Science and Research, Amritsar, IND
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31
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Cassinotti A, Duca P, Maconi G, Beretta E, Sampietro GM, Pellegrinelli A, Nebuloni M, Ardizzone S. Accuracy of optical diagnosis with narrow band imaging in the surveillance of ulcerative colitis: a prospective study comparing Kudo, Kudo-IBD and NICE classifications. Int J Colorectal Dis 2024; 39:77. [PMID: 38782770 PMCID: PMC11116216 DOI: 10.1007/s00384-024-04635-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/19/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE The diagnostic accuracy of Narrow Band Imaging (NBI) in the endoscopic surveillance of ulcerative colitis (UC) has been disappointing in most trials which used the Kudo classification. We aim to compare the performance of NBI in the lesion characterization of UC, when applied according to three different classifications (NICE, Kudo, Kudo-IBD). METHODS In a prospective, real-life study, all visible lesions found during consecutive surveillance colonoscopies with NBI (Exera-II CV-180) for UC were classified as suspected or non-suspected for neoplasia according to the NICE, Kudo and Kudo-IBD criteria. The sensitivity (SE), specificity (SP), positive (+LR) and negative (-LR) likelihood ratios of the three classifications were calculated, using histology as the reference standard. RESULTS 394 lesions (mean size 6 mm, range 2-40 mm) from 84 patients were analysed. Twenty-one neoplastic (5%), 49 hyperplastic (12%), and 324 inflammatory (82%) lesions were found. The diagnostic accuracy of the NICE, Kudo and Kudo-IBD classifications were, respectively: SE 76%-71%-86%; SP 55-69%-79% (p < 0.05 Kudo-IBD vs. both Kudo and NICE); +LR 1.69-2.34-4.15 (p < 0.05 Kudo-IBD vs. both Kudo and NICE); -LR 0.43-0.41-0.18. CONCLUSION The diagnostic accuracy of NBI in the differentiation of neoplastic and non-neoplastic lesions in UC is low if used with conventional classifications of the general population, but it is significantly better with the modified Kudo classification specific for UC.
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Affiliation(s)
- Andrea Cassinotti
- Gastroenterology Unit, ASST Fatebenefratelli Sacco, Luigi Sacco University Hospital, Milan, Italy
- Gastroenterology and Digestive Endoscopy Unit, ASST Sette Laghi, Varese, Italy
| | | | - Giovanni Maconi
- Gastroenterology Unit, ASST Fatebenefratelli Sacco, Luigi Sacco University Hospital, Milan, Italy.
- Department of Biochemical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy.
| | - Elena Beretta
- Gastroenterology Unit, ASST Fatebenefratelli Sacco, Luigi Sacco University Hospital, Milan, Italy
| | | | | | - Manuela Nebuloni
- Department of Biochemical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy
- Pathology Unit, ASST Fatebenefratelli Sacco, Luigi Sacco University Hospital, Milan, Italy
| | - Sandro Ardizzone
- Gastroenterology Unit, ASST Fatebenefratelli Sacco, Luigi Sacco University Hospital, Milan, Italy
- Department of Biochemical and Clinical Sciences "L. Sacco", University of Milan, Milan, Italy
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32
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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] [MESH Headings] [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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33
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Ortiz O, Daca-Alvarez M, Rivero-Sánchez L, Saez De Gordoa K, Moreira R, Cuatrecasas M, Balaguer F, Pellisé M. Linked-color imaging versus high definition white-light endoscopy for evaluation of post-polypectomy scars of nonpedunculated lesions: LCI-Scar study. Endoscopy 2024; 56:283-290. [PMID: 37931908 DOI: 10.1055/a-2204-3236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
BACKGROUND Detection and treatment of recurrence after piecemeal endoscopic mucosal resection of nonpedunculated colorectal polyps are crucial for avoidance of post-colonoscopy cancer. Linked-color imaging (LCI) has demonstrated improved polyp detection but has never been assessed for evaluation of post-polypectomy scars. Our aim was to compare sensitivity and negative predictive value (NPV) between LCI and white-light endoscopy (WLE) for detection of post-polypectomy recurrence. METHODS Patients undergoing surveillance colonoscopy after resection of lesions ≥15 mm were included in this prospective, single-center, randomized, crossover study. Each post-polypectomy scar underwent two examinations, one with LCI and the other with WLE, performed by two blinded endoscopists. Blue-light imaging (BLI) was then applied. A diagnosis of recurrence with a level of confidence was made for each modality and histopathology was the gold standard. RESULTS 129 patients with 173 scars were included. Baseline patient, lesion, and procedural characteristics were similar in both arms. Recurrence was detected in 56/173 (32.4%), with 27/56 (48.2%) adenomas and 29/56 (51.8%) serrated lesions. LCI had greater sensitivity (96.4% [95%CI 87.8%-99.5%]) versus WLE (89.3% [95%CI 78.1%-95.9%]) and greater NPV (98.1% [95%CI 93.4%-99.8%] versus 94.6% [95%CI 88.7%-98.0%]). Paired concordance between modalities was 96.0%. In discordant cases, LCI identified four true-positive cases not detected by WLE and reclassified one false-positive of WLE. WLE reclassified two false positives of LCI without any increase in recurrence detection. CONCLUSIONS LCI was highly accurate and had greater ability than WLE to rule out recurrence on post-polypectomy scars after resection of large polyps.
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Affiliation(s)
- Oswaldo Ortiz
- Department of Gastroenterology, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Maria Daca-Alvarez
- Department of Gastroenterology, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Liseth Rivero-Sánchez
- Department of Gastroenterology, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | | | - Rebeca Moreira
- Department of Gastroenterology, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Miriam Cuatrecasas
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Department of Pathology, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Francesc Balaguer
- Department of Gastroenterology, Hospital Clínic de Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Barcelona, Spain
| | - Maria Pellisé
- Department of Gastroenterology, Hospital Clínic de Barcelona, Barcelona, Spain
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Virk GS, Rashad E, Chaudhry R, Moazam MM, Mahbub M, Hanif AF, Tamene Y, Tadesse L. A Systematic Review and Meta-Analysis of Endoscopic Surveillance Studies for Detecting Dysplasia in Patients With Inflammatory Bowel Disease. Cureus 2024; 16:e58005. [PMID: 38738163 PMCID: PMC11087661 DOI: 10.7759/cureus.58005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/10/2024] [Indexed: 05/14/2024] Open
Abstract
Inflammatory bowel disease (IBD)is an extremely common gastrointestinal disorder that can give rise to dysplasia and colorectal cancer (CRC). There are various diagnostic methods but endoscopy has proved to be the best in the diagnosis, monitoring, and treatment of IBD. The objective of this review is to evaluate the efficacy of endoscopy in detecting patients with IBD. A structured search strategy on PubMed, Science Direct, and Google Scholar was used, as well as formal inclusion or exclusion, data extraction, validity assessment, and meta-analysis. RevMan 5.4 (Review Manager (RevMan) (Computer program). Version 5.4. The Cochrane Collaboration, 2020) was used for the meta-analysis, and forest plots were generated for each outcome separately. All of these studies are prospective cohorts and 11 of these are randomized controlled trials (RCTs). In IBD, both chromoendoscopy and white light endoscopy are useful in detecting dysplasia and neoplastic lesions. Furthermore, narrow-band imaging is a less time-consuming option for endoscopic surveillance. The meta-analysis also showed that chromoendoscopy is superior to other methods.
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Affiliation(s)
- Ghazala S Virk
- Internal Medicine, Avalon University School of Medicine, Ohio, USA
| | - Essam Rashad
- Hospital Medicine, Parkview Regional Medical Center, Fort Wayne, USA
| | | | - Mustafa M Moazam
- Psychiatry, Texas Tech University Health Sciences Center El Paso, El Paso, USA
| | - Mohamed Mahbub
- Cardiovascular Medicine, Ain Shams University, Cairo, EGY
| | - Aarish F Hanif
- Osteopathic Medicine, Arkansas College of Osteopathic Medicine, Fort Smith, USA
| | - Yonas Tamene
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Lydia Tadesse
- School of Medicine, Addis Ababa University, Addis Ababa, ETH
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Taghiakbari M, Kim DHD, Djinbachian R, von Renteln D. Endoscopic resection of large non-pedunculated colorectal polyps: current standards of treatment. EGASTROENTEROLOGY 2024; 2:e100025. [PMID: 39944469 PMCID: PMC11731078 DOI: 10.1136/egastro-2023-100025] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 01/10/2024] [Indexed: 01/16/2025]
Abstract
Colorectal cancer is a significant public health concern, and large non-pedunculated colorectal polyps pose a substantial risk for malignancy and incomplete resection, which may lead to interval cancer. The choice of resection technique is influenced by various factors, including polyp size, morphology, location, submucosal invasion depth and endoscopist expertise. For non-cancerous superficial large non-pedunculated polyps, conventional hot or cold snare polypectomy, endoscopic mucosal resection and endoscopic submucosal dissection are common techniques for non-surgical therapeutic endoscopic resection of these polyps. This manuscript provides a comprehensive review of literature on current endoscopic resection techniques for large non-pedunculated colorectal polyps, emphasising indications, advantages, limitations and outcomes.
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Affiliation(s)
- Mahsa Taghiakbari
- Montreal University Hospital Research Center, Montreal, Quebec, Canada
- Division of Gastroenterology, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
| | - Dong Hyun Danny Kim
- Departement of Internal Medicine, Mcgill University Montreal, Montreal, Quebec, Canada
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Rabago LR, Delgado Galan M. Precision in detecting colon lesions: A key to effective screening policy but will it improve overall outcomes? World J Gastrointest Endosc 2024; 16:102-107. [PMID: 38577643 PMCID: PMC10989250 DOI: 10.4253/wjge.v16.i3.102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 12/29/2023] [Accepted: 01/23/2024] [Indexed: 03/14/2024] Open
Abstract
Colonoscopy is the gold standard for the screening and diagnosis of colorectal cancer, resulting in a decrease in the incidence and mortality of colon cancer. However, it has a 21% rate of missed polyps. Several strategies have been devised to increase polyp detection rates and improve their characterization and delimitation. These include chromoendoscopy (CE), the use of other devices such as Endo cuffs, and major advances in endoscopic equipment [high definition, magnification, narrow band imaging, i-scan, flexible spectral imaging color enhancement, texture and color enhancement imaging (TXI), etc.]. In the retrospective study by Hiramatsu et al, they compared white-light imaging with CE, TXI, and CE + TXI to determine which of these strategies allows for better definition and delimitation of polyps. They concluded that employing CE associated with TXI stands out as the most effective method to utilize. It remains to be demonstrated whether these results are extrapolatable to other types of virtual CE. Additionally, further investigation is needed in order to ascertain whether this strategy could lead to a reduction in the recurrence of excised lesions and potentially lower the occurrence of interval cancer.
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Affiliation(s)
- Luis Ramon Rabago
- Department of Gastroenterology, Hospital San Rafael, Madrid 28016, Spain
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Xu C, Shao J. High-throughput omics technologies in inflammatory bowel disease. Clin Chim Acta 2024; 555:117828. [PMID: 38355001 DOI: 10.1016/j.cca.2024.117828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 02/06/2024] [Accepted: 02/10/2024] [Indexed: 02/16/2024]
Abstract
Inflammatory bowel disease (IBD) is a chronic, relapsing intestinal disease. Elucidation of the pathogenic mechanisms of IBD requires high-throughput technologies (HTTs) to effectively obtain and analyze large amounts of data. Recently, HTTs have been widely used in IBD, including genomics, transcriptomics, proteomics, microbiomics, metabolomics and single-cell sequencing. When combined with endoscopy, the application of these technologies can provide an in-depth understanding on the alterations of intestinal microbe diversity and abundance, the abnormalities of signaling pathway-mediated immune responses and functionality, and the evaluation of therapeutic effects, improving the accuracy of early diagnosis and treatment of IBD. This review comprehensively summarizes the development and advancement of HTTs, and also highlights the challenges and future directions of these technologies in IBD research. Although HTTs have made striking breakthrough in IBD, more standardized methods and large-scale dataset processing are still needed to achieve the goal of personalized medicine.
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Affiliation(s)
- Chen Xu
- Laboratory of Anti-infection and Immunity, College of Integrated Chinese and Western Medicine (College of Life Science), Anhui University of Chinese Medicine, Zhijing Building, 350 Longzihu Road, Xinzhan District, Hefei 230012, Anhui, PR China
| | - Jing Shao
- Laboratory of Anti-infection and Immunity, College of Integrated Chinese and Western Medicine (College of Life Science), Anhui University of Chinese Medicine, Zhijing Building, 350 Longzihu Road, Xinzhan District, Hefei 230012, Anhui, PR China; Institute of Integrated Traditional Chinese and Western Medicine, Anhui Academy of Chinese Medicine, Zhijing Building, 350 Longzihu Road, Xinzhan District, Hefei 230012, Anhui, PR China.
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Lima Capela T, Ferreira AI, Macedo Silva V, Cúrdia Gonçalves T, Dias de Castro F, Cotter J. Recurrence rate after piecemeal endoscopic mucosal resection of <20 mm non-pedunculated colorectal lesions: should we worry about the risk? Scand J Gastroenterol 2024; 59:361-368. [PMID: 37970898 DOI: 10.1080/00365521.2023.2278425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/25/2023] [Accepted: 10/29/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION There is scarce data focused on recurrence neoplasia rate (RR) after piecemeal endoscopic mucosal resection (pEMR) of 10-19 mm non-pedunculated colorectal lesions (NPL). We aimed to analyze the RR after pEMR of 10-19 mm NPL, identify risk factors for its development and compare it with RR after pEMR of ≥ 20 mm NPL. METHODS Retrospective cohort-study including all ≥10 mm NPL resected by pEMR in our center between 2018-2022 with an early repeat colonoscopy (ERC). RR was defined as recurrence neoplasia identified in the ERC EMR scar with virtual chromoendoscopy or histological confirmation. RESULTS A total of 444 NPL were assessed, 124 (27.9%) with 10-19 mm. In the ERC, performed a median of 6 months after pEMR, RR was significantly lower for 10-19 mm NPL compared to ≥ 20 mm NPL (13/124 vs 68/320, p = 0.005). In subgroup analysis, RR after pEMR of 15-19 mm NPL was significantly higher compared to 10-14 mm NPL (13/98 vs 0, p = 0.041) but not significantly different compared to ≥ 20 mm NPL (13/98 vs 68/320, p = 0.073). In multivariable analysis, size of NPL (HR 1.501, 95% CI 1.012-2.227, p = 0.044) was the only independent risk factor identified for RR for 10-19 mm NPL. CONCLUSION Although the early RR after pEMR of 10-19 mm NPL is significantly lower compared to ≥ 20 mm NPL, it is non-negligible (10.5%) and appears to be the highest among 15-19 mm NPL. The size of the lesion was the only independent risk factor for RR. Our findings should be accounted in the selection of the most appropriate post-polypectomy endoscopic surveillance.
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Affiliation(s)
- Tiago Lima Capela
- Gastroenterology Department, Hospital da Senhora da Oliveira - Guimarães, Guimarães, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Ana Isabel Ferreira
- Gastroenterology Department, Hospital da Senhora da Oliveira - Guimarães, Guimarães, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Vítor Macedo Silva
- Gastroenterology Department, Hospital da Senhora da Oliveira - Guimarães, Guimarães, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Tiago Cúrdia Gonçalves
- Gastroenterology Department, Hospital da Senhora da Oliveira - Guimarães, Guimarães, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - Francisca Dias de Castro
- Gastroenterology Department, Hospital da Senhora da Oliveira - Guimarães, Guimarães, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
| | - José Cotter
- Gastroenterology Department, Hospital da Senhora da Oliveira - Guimarães, Guimarães, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's, PT Government Associate Laboratory, Guimarães/Braga, Portugal
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Sano Y, Hotta K, Matsuda T, Murakami Y, Fujii T, Kudo SE, Oda Y, Ishikawa H, Saito Y, Kobayashi N, Sekiguchi M, Ikematsu H, Katagiri A, Konishi K, Takeuchi Y, Iishi H, Igarashi M, Kobayashi K, Sada M, Osera S, Shinohara T, Yamaguchi Y, Hasuda K, Morishima T, Miyashiro I, Shimoda T, Taniguchi H, Fujimori T, Ajioka Y, Yoshida S. Endoscopic Removal of Premalignant Lesions Reduces Long-Term Colorectal Cancer Risk: Results From the Japan Polyp Study. Clin Gastroenterol Hepatol 2024; 22:542-551.e3. [PMID: 37544420 DOI: 10.1016/j.cgh.2023.07.021] [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: 12/01/2022] [Revised: 07/21/2023] [Accepted: 07/25/2023] [Indexed: 08/08/2023]
Abstract
BACKGROUND & AIMS To date, no regional evidence of long-term colorectal cancer (CRC) risk reduction after endoscopic premalignant lesion removal has been established. We aimed to analyze this over a long-term follow-up evaluation. METHODS This was a prospective cohort study of participants from the Japan Polyp Study conducted at 11 Japanese institutions. Participants underwent scheduled follow-up colonoscopies after a 2-round baseline colonoscopy process. The primary outcome was CRC incidence after randomization. The observed/expected ratio of CRC was calculated using data from the population-based Osaka Cancer Registry. Secondary outcomes were the incidence and characteristics of advanced neoplasia (AN). RESULTS A total of 1895 participants were analyzed. The mean number of follow-up colonoscopies and the median follow-up period were 2.8 years (range, 1-15 y) and 6.1 years (range, 0.8-11.9 y; 11,559.5 person-years), respectively. Overall, 4 patients (all males) developed CRCs during the study period. The observed/expected ratios for CRC in all participants, males, and females, were as follows: 0.14 (86% reduction), 0.18, and 0, respectively, and 77 ANs were detected in 71 patients (6.1 per 1000 person-years). Of the 77 ANs detected, 31 lesions (40.3%) were laterally spreading tumors, nongranular type. Nonpolypoid colorectal neoplasms (NP-CRNs), including flat (<10 mm), depressed, and laterally spreading, accounted for 59.7% of all detected ANs. Furthermore, 2 of the 4 CRCs corresponded to T1 NP-CRNs. CONCLUSIONS Endoscopic removal of premalignant lesions, including NP-CRNs, effectively reduced CRC risk. More than half of metachronous ANs removed by surveillance colonoscopy were NP-CRNs. The Japan Polyp Study: University Hospital Medical Information Network Clinical Trial Registry: University Hospital Medical Information Network Clinical Trial Registry, C000000058; cohort study: UMIN000040731.
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Affiliation(s)
- Yasushi Sano
- Gastrointestinal Center and Institute of Minimally Invasive Endoscopic Care, Sano Hospital, Kobe, Japan.
| | - Kinichi Hotta
- Division of Endoscopy, Shizuoka Cancer Center, Sunto, Japan.
| | - Takahisa Matsuda
- Division of Gastroenterology and Hepatology, Toho University Omori Medical Center, Tokyo, Japan; Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan; Cancer Screening Center, National Cancer Center Hospital, Tokyo, Japan.
| | | | | | - Shin-Ei Kudo
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan
| | - Yasushi Oda
- Oda Gastrointestinal Endoscopy and Gastroenterology Clinic, Kumamoto, Japan
| | - Hideki Ishikawa
- Department of Molecular-Targeting Prevention, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yutaka Saito
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Nozomu Kobayashi
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan; Cancer Screening Center, National Cancer Center Hospital, Tokyo, Japan; Department of Gastroenterology, Tochigi Cancer Center, Utsunomiya, Japan
| | - Masau Sekiguchi
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan; Cancer Screening Center, National Cancer Center Hospital, Tokyo, Japan
| | - Hiroaki Ikematsu
- Department of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Kashiwa, Japan
| | - Atsushi Katagiri
- Division of Gastroenterology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan
| | - Kazuo Konishi
- Division of Gastroenterology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan
| | - Yoji Takeuchi
- Department of Gastrointestinal Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Hiroyasu Iishi
- Department of Gastroenterology, Itami City Hospital, Itami, Japan
| | - Masahiro Igarashi
- Department of Gastroenterology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kiyonori Kobayashi
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Miwa Sada
- Department of Gastroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Shozo Osera
- Department of Gastroenterology, Saku Central Hospital Advanced Care Center, Saku, Japan
| | - Tomoaki Shinohara
- Department of Gastroenterology, Saku Central Hospital Advanced Care Center, Saku, Japan
| | | | - Kiwamu Hasuda
- Hattori Gastrointestinal Endoscopy and Gastroenterology Clinic, Kumamoto, Japan
| | | | - Isao Miyashiro
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | | | - Hirokazu Taniguchi
- Pathology and Clinical Laboratory Division, JR Tokyo General Hospital, Tokyo, Japan
| | | | - Yoichi Ajioka
- Division of Molecular and Diagnostic Pathology, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
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Djinbachian R, Popescu Crainic I, Pioche M, Saito Y, Sethi A, Chiu P, Marks J, Sebajang H, Pawlak K, Chennouf A, Benard F, Ide Y, Dang F, von Renteln D. Accuracy in Polyp Size Measurement Among Surgeons, Gastroenterologists, Trainees, and Experts: A Prospective Video-Based Study. Am J Gastroenterol 2024; 119:532-538. [PMID: 37713525 DOI: 10.14309/ajg.0000000000002494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 08/25/2023] [Indexed: 09/17/2023]
Abstract
INTRODUCTION Polyp size determination plays an important role in endoscopic decision making and follow-up determination. However, there is a lack of knowledge of endoscopist accuracy for polyp sizing and efficacy of available tools for size measurement. Our aim was to compare the accuracy of visual assessment, snare, forceps, and virtual scale endoscope (VSE) in estimating polyp size among a diverse group of endoscopists. METHODS We conducted a prospective video-based study. One hundred twenty polyps measured and recorded along with all available measurement tools were randomized to visual assessment, snare, forceps, or VSE group. Eleven endoscopists conducted video-based measurement using the randomized measurement tool. Primary outcome was relative accuracy in polyp size measurement compared with caliper measurement immediately postresection. RESULTS One thousand three hundred twenty measurements were performed. VSE had statistically significantly higher relative accuracy when compared to forceps (79.3 vs 71.3%; P < 0.0001). Forceps had statistically significantly higher relative accuracy when compared to visual assessment (71.3 vs 63.6%; P = 0.0036). There was no statistically significant difference when comparing visual assessment and snare-based measurements (63.6 vs 62.8%; P = 0.797). Overall, 21.5% of polyps >5 mm were misclassified as ≤5 mm and 17.3% of polyps ≥10 mm were misclassified as <10 mm. VSE had the lowest percentage of polyps >5 mm misclassified as ≤5 mm (2.6%), polyps ≤5 mm misclassified as >5 mm (5.1%), and polyps <10 mm misclassified as ≥10 mm (1.7%). DISCUSSION Visual size estimation of polyps is inaccurate independently of training level, sex, and specialty. Size measurement accuracy can be improved using forceps and yields the highest relative accuracy when an adaptive scale technology is used.
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Affiliation(s)
- Roupen Djinbachian
- Montreal University Hospital Research Center, Montreal, Quebec, Canada
- Division of Gastroenterology, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
| | - Ioana Popescu Crainic
- Montreal University Hospital Research Center, Montreal, Quebec, Canada
- Division of Internal Medicine, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
| | - Mathieu Pioche
- Gastroenterology and Endoscopy Division, Edouard Herriot University Hospital, Hospices Civils de Lyon, France
| | - Yutaka Saito
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Amrita Sethi
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Philip Chiu
- Department of Surgery, Institute of Digestive Disease, Faculty of Medicine, The Chinese University of Hong Kong
| | - Jeffrey Marks
- Department of Surgery, University Hospitals Cleveland Medical Center, Cleveland, USA
| | - Herawaty Sebajang
- Division of Surgery, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
| | - Katarzyna Pawlak
- Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | - Anas Chennouf
- Division of Gastroenterology, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
| | - Florence Benard
- Division of Surgery, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
| | - Yutaro Ide
- Showa University Northern Yokohama Hospital, Digestive Disease Center, Yokohama, Japan
| | - Frances Dang
- Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | - Daniel von Renteln
- Montreal University Hospital Research Center, Montreal, Quebec, Canada
- Division of Gastroenterology, Montreal University Hospital Center (CHUM), Montreal, Quebec, Canada
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Jung KU, Lee YJ, Jang JY, Cho JY. Efficacy and safety of a submucosal injection solution of sodium alginate for endoscopic resection in a porcine model. Sci Rep 2024; 14:4592. [PMID: 38409310 PMCID: PMC10897473 DOI: 10.1038/s41598-024-55226-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 02/21/2024] [Indexed: 02/28/2024] Open
Abstract
Endoscopic resection techniques require the use of submucosal injection. Normal saline and sodium hyaluronate solutions are mainly used for this purpose, but an ideal solution has not yet been developed. The aim of this study was to assess a new solution, MC-003-a novel submucosal injection solution developed with sodium alginate as the main ingredient. Normal saline, a commercial sodium hyaluronate solution (Endo-Ease), and MC-003 were examined. A total of 18 gastric submucosal cushions were created in the stomachs of six pigs. The height of mucosal elevation was measured sequentially using endoscopic sonography. After euthanizing the animals either 2 h or 5 days after the procedure, pathologic examination was performed for each injection site. Although not statistically significant over the entire study period, MC-003 showed a superior result to normal saline and an equivalent result to Endo-Ease in the submucosal cushion height and its rate of decrease. There were no adverse outcomes after injection of the three solutions and there was no pathologically identified detrimental change in the resected specimens. MC-003 creates a sufficient submucosal fluid cushion without apparent tissue damage. It can be considered as an effective submucosal injection material.
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Affiliation(s)
- Kyung Uk Jung
- Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-ro, Jongno-gu, Seoul, 03181, Republic of Korea.
| | - Yeon Jae Lee
- Research and Development Center of Mcnulty Pharma Co., Ltd., Seoul, Republic of Korea
| | - Jae-Young Jang
- Departments of Gastroenterology, Department of Internal Medicine, College of Medicine, Kyung Hee University, Seoul, Republic of Korea
| | - Joo Young Cho
- Departments of Gastroenterology, Cha Gangnam Medical Center, Cha University College of Medicine, Seoul, Republic of Korea
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Snir Y, Ollech JE, Peleg N, Avni-Biron I, Eran-Banai H, Broitman Y, Sharar-Fischler T, Goren I, Levi Z, Dotan I, Yanai H. Dysplasia detection rates under a surveillance program in a tertiary referral center for inflammatory bowel diseases: Real-world data. Dig Liver Dis 2024; 56:265-271. [PMID: 37858514 DOI: 10.1016/j.dld.2023.10.001] [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: 06/09/2023] [Revised: 09/21/2023] [Accepted: 10/03/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND AND AIMS Surveillance colonoscopies are crucial for high-risk patients with inflammatory bowel diseases (IBD) to detect colorectal carcinoma (CRC). However, there is no established quality metric for dysplasia detection rate (DDR) in IBD surveillance. This study assessed the DDR in a dedicated surveillance program at a tertiary referral center for IBD. METHODS Consecutive patients with quiescent colitis were enrolled in a cross-sectional study evaluating DDR. High-definition colonoscopy with dye chromoendoscopy (DCE) was performed by a specialized operator. Advanced dysplasia (AD) was defined as low-grade dysplasia ≥ 10 mm, high-grade dysplasia, or colorectal cancer. Risk factors for dysplasia detection were analyzed. RESULTS In total, 119 patients underwent 151 procedures, identifying 206 lesions, of which 40 dysplastic with seven AD . Per-lesion and per-procedure DDR were 19.4 % and 20.5 %, respectively. The per-procedure AD detection rate (ADDR) was 4.6 %. A Kudo pit pattern of II-V had a sensitivity of 92.5 % for dysplasia detection but a false positive rate of 64.8 % (p < 0.001). Age at diagnosis and at index colonoscopy and past or indefinite dysplasia were associated with per-procedure dysplasia detection. CONCLUSIONS In a real-world setting, a dedicated surveillance program achieved a high DDR. We suggest that optimal DDR in high-risk IBD patients be defined and implemented as a standardized quality measure for surveillance programs.
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Affiliation(s)
- Yifat Snir
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jacob E Ollech
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Noam Peleg
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Irit Avni-Biron
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Hagar Eran-Banai
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yelena Broitman
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tali Sharar-Fischler
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Idan Goren
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Zohar Levi
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Iris Dotan
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Henit Yanai
- IBD Center, Division of Gastroenterology, Rabin Medical Center, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
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Elshaarawy O, Alboraie M, El-Kassas M. Artificial Intelligence in endoscopy: A future poll. Arab J Gastroenterol 2024; 25:13-17. [PMID: 38220477 DOI: 10.1016/j.ajg.2023.11.008] [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: 11/20/2020] [Revised: 09/18/2022] [Accepted: 11/28/2023] [Indexed: 01/16/2024]
Abstract
Artificial Intelligence [AI] has been a trendy topic in recent years, with many developed medical applications. In gastrointestinal endoscopy, AI systems include computer-assisted detection [CADe] for lesion detection as bleedings and polyps and computer-assisted diagnosis [CADx] for optical biopsy and lesion characterization. The technology behind these systems is based on a computer algorithm that is trained for a specific function. This function could be to recognize or characterize target lesions such as colonic polyps. Moreover, AI systems can offer technical assistance to improve endoscopic performance as scope insertion guidance. Currently, we believe that such technologies still lack legal and regulatory validations as a large sector of doctors and patients have concerns. However, there is no doubt that these technologies will bring significant improvement in the endoscopic management of patients as well as save money and time.
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Affiliation(s)
- Omar Elshaarawy
- Hepatology and Gastroenterology Department, National Liver Institute, Menoufia University, Menoufia, Egypt; Gastroenterology Department, Royal Liverpool University Hospital, NHS, UK
| | - Mohamed Alboraie
- Department of Internal Medicine, Al-Azhar University, Cairo, Egypt
| | - Mohamed El-Kassas
- Endemic Medicine Department, Faculty of Medicine, Helwan University, Cairo, Egypt.
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Khalaf K, Fujiyoshi MRA, Spadaccini M, Rizkala T, Ramai D, Colombo M, Fugazza A, Facciorusso A, Carrara S, Hassan C, Repici A. From Staining Techniques to Artificial Intelligence: A Review of Colorectal Polyps Characterization. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:89. [PMID: 38256350 PMCID: PMC10818333 DOI: 10.3390/medicina60010089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/24/2023] [Accepted: 12/26/2023] [Indexed: 01/24/2024]
Abstract
This review article provides a comprehensive overview of the evolving techniques in image-enhanced endoscopy (IEE) for the characterization of colorectal polyps, and the potential of artificial intelligence (AI) in revolutionizing the diagnostic accuracy of endoscopy. We discuss the historical use of dye-spray and virtual chromoendoscopy for the characterization of colorectal polyps, which are now being replaced with more advanced technologies. Specifically, we focus on the application of AI to create a "virtual biopsy" for the detection and characterization of colorectal polyps, with potential for replacing histopathological diagnosis. The incorporation of AI has the potential to provide an evolutionary learning system that aids in the diagnosis and management of patients with the best possible outcomes. A detailed analysis of the literature supporting AI-assisted diagnostic techniques for the detection and characterization of colorectal polyps, with a particular emphasis on AI's characterization mechanism, is provided. The benefits of AI over traditional IEE techniques, including the reduction in human error in diagnosis, and its potential to provide an accurate diagnosis with similar accuracy to the gold standard are presented. However, the need for large-scale testing of AI in clinical practice and the importance of integrating patient data into the diagnostic process are acknowledged. In conclusion, the constant evolution of IEE technology and the potential for AI to revolutionize the field of endoscopy in the future are presented.
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Affiliation(s)
- Kareem Khalaf
- Division of Gastroenterology, St. Michael’s Hospital, University of Toronto, Toronto, ON M5B 1T8, Canada; (K.K.); (M.R.A.F.)
| | - Mary Raina Angeli Fujiyoshi
- Division of Gastroenterology, St. Michael’s Hospital, University of Toronto, Toronto, ON M5B 1T8, Canada; (K.K.); (M.R.A.F.)
- Digestive Diseases Center, Showa University Koto Toyosu Hospital, Tokyo 135-8577, Japan
| | - Marco Spadaccini
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
- Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy
| | - Tommy Rizkala
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
- Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy
| | - Daryl Ramai
- Gastroenterology and Hepatology, University of Utah Health, Salt Lake City, UT 84132, USA;
| | - Matteo Colombo
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
| | - Alessandro Fugazza
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
| | - Antonio Facciorusso
- Department of Endoscopy, Section of Gastroenterology, Department of Medical and Surgical Sciences, University of Foggia, 71122 Foggia, Italy;
| | - Silvia Carrara
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
| | - Cesare Hassan
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
- Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy
| | - Alessandro Repici
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; (T.R.); (M.C.); (A.F.); (S.C.); (C.H.); (A.R.)
- Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy
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Li JW, Wang LM, Ichimasa K, Lin KW, Ngu JCY, Ang TL. Use of artificial intelligence in the management of T1 colorectal cancer: a new tool in the arsenal or is deep learning out of its depth? Clin Endosc 2024; 57:24-35. [PMID: 37743068 PMCID: PMC10834280 DOI: 10.5946/ce.2023.036] [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: 02/01/2023] [Revised: 04/11/2023] [Accepted: 05/11/2023] [Indexed: 09/26/2023] Open
Abstract
The field of artificial intelligence is rapidly evolving, and there has been an interest in its use to predict the risk of lymph node metastasis in T1 colorectal cancer. Accurately predicting lymph node invasion may result in fewer patients undergoing unnecessary surgeries; conversely, inadequate assessments will result in suboptimal oncological outcomes. This narrative review aims to summarize the current literature on deep learning for predicting the probability of lymph node metastasis in T1 colorectal cancer, highlighting areas of potential application and barriers that may limit its generalizability and clinical utility.
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Affiliation(s)
- James Weiquan Li
- Department of Gastroenterology and Hepatology, Changi General Hospital, Singapore Health Services, Singapore
- Academic Medicine Center, Duke-NUS Medical School, Singapore
| | - Lai Mun Wang
- Department of Laboratory Medicine, Changi General Hospital, Singapore Health Services, Singapore
| | - Katsuro Ichimasa
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Kenneth Weicong Lin
- Department of Gastroenterology and Hepatology, Changi General Hospital, Singapore Health Services, Singapore
- Academic Medicine Center, Duke-NUS Medical School, Singapore
| | - James Chi-Yong Ngu
- Department of General Surgery, Changi General Hospital, Singapore Health Services, Singapore
| | - Tiing Leong Ang
- Department of Gastroenterology and Hepatology, Changi General Hospital, Singapore Health Services, Singapore
- Academic Medicine Center, Duke-NUS Medical School, Singapore
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Yamaguchi D, Shimoda R, Miyahara K, Yukimoto T, Sakata Y, Takamori A, Mizuta Y, Fujimura Y, Inoue S, Tomonaga M, Ogino Y, Eguchi K, Ikeda K, Tanaka Y, Takedomi H, Hidaka H, Akutagawa T, Tsuruoka N, Noda T, Tsunada S, Esaki M. Impact of an artificial intelligence-aided endoscopic diagnosis system on improving endoscopy quality for trainees in colonoscopy: Prospective, randomized, multicenter study. Dig Endosc 2024; 36:40-48. [PMID: 37079002 DOI: 10.1111/den.14573] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 04/19/2023] [Indexed: 04/21/2023]
Abstract
OBJECTIVE This study was performed to evaluate whether the use of CAD EYE (Fujifilm, Tokyo, Japan) for colonoscopy improves colonoscopy quality in gastroenterology trainees. METHODS The patients in this multicenter randomized controlled trial were divided into Group A (observation using CAD EYE) and Group B (standard observation). Six trainees performed colonoscopies using a back-to-back method in pairs with gastroenterology experts. The primary end-point was the trainees' adenoma detection rate (ADR), and the secondary end-points were the trainees' adenoma miss rate (AMR) and Assessment of Competency in Endoscopy (ACE) tool scores. Each trainee's learning curve was evaluated using a cumulative sum (CUSUM) control chart. RESULTS We analyzed data for 231 patients (Group A, n = 113; Group B, n = 118). The ADR was not significantly different between the two groups. Group A had a significantly lower AMR (25.6% vs. 38.6%, P = 0.033) and number of missed adenomas per patient (0.5 vs. 0.9, P = 0.004) than Group B. Group A also had significantly higher ACE tool scores for pathology identification (2.26 vs. 2.07, P = 0.030) and interpretation and identification of pathology location (2.18 vs. 2.00, P = 0.038). For the CUSUM learning curve, Group A showed a trend toward a lower number of cases of missed multiple adenomas by the six trainees. CONCLUSION CAD EYE did not improve ADR but decreased the AMR and improved the ability to accurately locate and identify colorectal adenomas. CAD EYE can be assumed to be beneficial for improving colonoscopy quality in gastroenterology trainees. TRIAL REGISTRATION University Hospital Medical Information Network Clinical Trials Registry (UMIN000044031).
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Affiliation(s)
- Daisuke Yamaguchi
- Department of Gastroenterology, National Hospital Organization Ureshino Medical Center, Ureshino, Japan
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Ryo Shimoda
- Department of Endoscopic Diagnostics and Therapeutics, Saga University Hospital, Saga, Japan
| | - Koichi Miyahara
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Takahiro Yukimoto
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yasuhisa Sakata
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Ayako Takamori
- Clinical Research Center, Saga University Hospital, Saga, Japan
| | - Yumi Mizuta
- Department of Gastroenterology, National Hospital Organization Ureshino Medical Center, Ureshino, Japan
| | - Yutaro Fujimura
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Suma Inoue
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Michito Tomonaga
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yuya Ogino
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Kohei Eguchi
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Kei Ikeda
- Department of Gastroenterology, National Hospital Organization Ureshino Medical Center, Ureshino, Japan
| | - Yuichiro Tanaka
- Department of Gastroenterology, National Hospital Organization Ureshino Medical Center, Ureshino, Japan
| | - Hironobu Takedomi
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Hidenori Hidaka
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Takashi Akutagawa
- Department of Endoscopic Diagnostics and Therapeutics, Saga University Hospital, Saga, Japan
| | - Nanae Tsuruoka
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Takahiro Noda
- Department of Internal Medicine, Karatsu Red Cross Hospital, Saga, Japan
| | - Seiji Tsunada
- Department of Gastroenterology, National Hospital Organization Ureshino Medical Center, Ureshino, Japan
| | - Motohiro Esaki
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
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Ho JCL, Lui RN, Ho SH, Hock NTC, Luo X, Tang RSY, Chiu PWY, Ang TL. Asia-Pacific survey on green endoscopy. J Gastroenterol Hepatol 2024; 39:133-140. [PMID: 37967819 DOI: 10.1111/jgh.16409] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 10/23/2023] [Accepted: 10/28/2023] [Indexed: 11/17/2023]
Abstract
BACKGROUND AND AIM Greenhouse gas emissions are the fundamental cause of global warming, with CO2 being the most contributive. Carbon reduction has been widely advocated to mitigate the climate crisis. The endoscopy unit is the third highest waste-generating department in a hospital. The awareness and acceptance of the practice of green endoscopy among healthcare workers is unclear. METHOD An online survey was conducted over a 5-week period from July to August 2023 in the Asia-Pacific region, which targeted endoscopists, nurses, and other healthcare professionals of the endoscopy unit. The primary outcome was the agreement to adopt green endoscopy. The secondary outcomes included views on sustainable practices, factors associated with increased acceptance of green endoscopy, the acceptance of different carbon reduction measures, and the perceived barriers to implementation. RESULTS A total of 259 valid responses were received. Overall, 79.5% of participants agreed to incorporate green endoscopy into their practice. Nevertheless, existing green policies were only reported by 12.7% of respondents. The level of understanding of green endoscopy is the only significant factor associated with its acceptance (odds ratio 3.10, P < 0.007). Potential barriers to implementation include healthcare cost increment, infection risk, inadequate awareness, and lack of policy and industrial support. CONCLUSION Green endoscopy is well accepted among healthcare workers but not widely implemented. The level of understanding is highly associated with its acceptance, highlighting the importance of education. A reliable assessment tool is needed to quantify the environmental impact of endoscopy. Further studies are needed to ascertain its benefit and cost effectiveness.
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Affiliation(s)
- Jacky C L Ho
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese, University of Hong Kong, Hong Kong, China
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Rashid N Lui
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese, University of Hong Kong, Hong Kong, China
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Shiaw-Hooi Ho
- Department of Medicine, University of Malaya Medical Centre and Specialist Centre, Kuala Lumpur, Malaysia
| | - Nicholas T C Hock
- Department of Gastroenterology and Hepatology, Changi General Hospital, SingHealth, Hong Kong, China
| | - Xiaobei Luo
- Department of Gastroenterology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Raymond S Y Tang
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese, University of Hong Kong, Hong Kong, China
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
| | - Philip W Y Chiu
- Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong, China
- Department of Surgery, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
| | - Tiing Leong Ang
- Department of Gastroenterology and Hepatology, Changi General Hospital, SingHealth, Hong Kong, China
- Duke-NUS Medical School, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
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Zhang H, Yang X, Tao Y, Zhang X, Huang X. Diagnostic accuracy of endocytoscopy via artificial intelligence in colorectal lesions: A systematic review and meta‑analysis. PLoS One 2023; 18:e0294930. [PMID: 38113199 PMCID: PMC10729963 DOI: 10.1371/journal.pone.0294930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 11/10/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Endocytoscopy (EC) is a nuclei and micro-vessels visualization in real-time and can facilitate "optical biopsy" and "virtual histology" of colorectal lesions. This study aimed to investigate the significance of employing artificial intelligence (AI) in the field of endoscopy, specifically in diagnosing colorectal lesions. The research was conducted under the supervision of experienced professionals and trainees. METHODS EMBASE, PubMed, Cochrane Library, Web of Science, Chinese National Knowledge Infrastructure (CNKI) database, and other potential databases were surveyed for articles related to the EC with AI published before September 2023. RevMan (5.40), Stata (14.0), and R software (4.1.0) were used for statistical assessment. Studies that measured the accuracy of EC using AI for colorectal lesions were included. Two authors independently assessed the selected studies and their extracted data. This included information such as the country, literature, total study population, study design, characteristics of the fundamental study and control groups, sensitivity, number of samples, assay methodology, specificity, true positives or negatives, and false positives or negatives. The diagnostic accuracy of EC by AI was determined by a bivariate random-effects model, avoiding a high heterogeneity effect. The ANOVA model was employed to determine the more effective approach. RESULTS A total of 223 studies were reviewed; 8 articles were selected that included 2984 patients (4241 lesions) for systematic review and meta-analysis. AI assessed 4069 lesions; experts diagnosed 3165 and 5014 by trainees. AI demonstrated high accuracy, sensitivity, and specificity levels in detecting colorectal lesions, with values of 0.93 (95% CI: 0.90, 0.95) and 0.94 (95% CI: 0.73, 0.99). Expert diagnosis was 0.90 (95% CI: 0.85, 0.94), 0.87 (95% CI: 0.78, 0.93), and trainee diagnosis was 0.74 (95% CI: 0.67, 0.79), 0.72 (95% CI: 0.62, 0.80). With the EC by AI, the AUC from SROC was 0.95 (95% CI: 0.93, 0.97), therefore classified as excellent category, expert showed 0.95 (95% CI: 0.93, 0.97), and the trainee had 0.79 (95% CI: 0.75, 0.82). The superior index from the ANOVA model was 4.00 (1.15,5.00), 2.00 (1.15,5.00), and 0.20 (0.20,0.20), respectively. The examiners conducted meta-regression and subgroup analyses to evaluate the presence of heterogeneity. The findings of these investigations suggest that the utilization of NBI technology was correlated with variability in sensitivity and specificity. There was a lack of solid evidence indicating the presence of publishing bias. CONCLUSIONS The present findings indicate that using AI in EC can potentially enhance the efficiency of diagnosing colorectal abnormalities. As a valuable instrument, it can enhance prognostic outcomes in ordinary EC procedures, exhibiting superior diagnostic accuracy compared to trainee-level endoscopists and demonstrating comparability to expert endoscopists. The research is subject to certain constraints, namely a limited number of clinical investigations and variations in the methodologies used for identification. Consequently, it is imperative to conduct comprehensive and extensive research to enhance the precision of diagnostic procedures.
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Affiliation(s)
- Hangbin Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Xinyu Yang
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Ye Tao
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Xinyi Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Xuan Huang
- Department of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
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Xin Y, Zhang Q, Liu X, Li B, Mao T, Li X. Application of artificial intelligence in endoscopic gastrointestinal tumors. Front Oncol 2023; 13:1239788. [PMID: 38144533 PMCID: PMC10747923 DOI: 10.3389/fonc.2023.1239788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 11/17/2023] [Indexed: 12/26/2023] Open
Abstract
With an increasing number of patients with gastrointestinal cancer, effective and accurate early diagnostic clinical tools are required provide better health care for patients with gastrointestinal cancer. Recent studies have shown that artificial intelligence (AI) plays an important role in the diagnosis and treatment of patients with gastrointestinal tumors, which not only improves the efficiency of early tumor screening, but also significantly improves the survival rate of patients after treatment. With the aid of efficient learning and judgment abilities of AI, endoscopists can improve the accuracy of diagnosis and treatment through endoscopy and avoid incorrect descriptions or judgments of gastrointestinal lesions. The present article provides an overview of the application status of various artificial intelligence in gastric and colorectal cancers in recent years, and the direction of future research and clinical practice is clarified from a clinical perspective to provide a comprehensive theoretical basis for AI as a promising diagnostic and therapeutic tool for gastrointestinal cancer.
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Affiliation(s)
| | | | | | | | | | - Xiaoyu Li
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, China
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50
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Antonelli G, Bevivino G, Pecere S, Ebigbo A, Cereatti F, Akizue N, Di Fonzo M, Coppola M, Barbaro F, Walter BM, Sharma P, Caruso A, Okimoto K, Antenucci C, Matsumura T, Zerboni G, Grossi C, Meinikheim M, Papparella LG, Correale L, Costamagna G, Repici A, Spada C, Messmann H, Hassan C, Iacopini F. Texture and color enhancement imaging versus high definition white-light endoscopy for detection of colorectal neoplasia: a randomized trial. Endoscopy 2023; 55:1072-1080. [PMID: 37451283 DOI: 10.1055/a-2129-7254] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/18/2023]
Abstract
BACKGROUND Texture and color enhancement imaging (TXI) was recently proposed as a substitute for standard high definition white-light imaging (WLI) to increase lesion detection during colonoscopy. This international, multicenter randomized trial assessed the efficacy of TXI in detection of colorectal neoplasia. METHODS Consecutive patients aged ≥ 40 years undergoing screening, surveillance, or diagnostic colonoscopies at five centers (Italy, Germany, Japan) between September 2021 and May 2022 were enrolled. Patients were randomly assigned (1:1) to TXI or WLI. Primary outcome was adenoma detection rate (ADR). Secondary outcomes were adenomas per colonoscopy (APC) and withdrawal time. Relative risks (RRs) adjusted for age, sex, and colonoscopy indication were calculated. RESULTS We enrolled 747 patients (mean age 62.3 [SD 9.5] years, 50.2 % male). ADR was significantly higher with TXI (221/375, 58.9 %) vs. WLI (159/372, 42.7 %; adjusted RR 1.38 [95 %CI 1.20-1.59]). This was significant for ≤ 5 mm (RR 1.42 [1.16-1.73]) and 6-9 mm (RR 1.36 [1.01-1.83]) adenomas. A higher proportion of polypoid (151/375 [40.3 %] vs. 104/372 [28.0 %]; RR 1.43 [1.17-1.75]) and nonpolypoid (136/375 [36.3 %] vs. 102/372 [27.4 %]; RR 1.30 [1.05-1.61]) adenomas, and proximal (143/375 [38.1 %] vs. 111/372 [29.8 %]; RR 1.28 [1.05-1.57]) and distal (144/375 [38.4 %] vs. 98/372 [26.3 %]; RR 1.46 [1.18-1.80]) lesions were found with TXI. APC was higher with TXI (1.36 [SD 1.79] vs. 0.89 [SD 1.35]; incident rate ratio 1.53 [1.25-1.88]). CONCLUSIONS TXI increased ADR and APC among patients undergoing colonoscopy for various indications. TXI increased detection of polyps < 10 mm, both in the proximal and distal colon, and may help to improve colonoscopy quality indicators.
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Affiliation(s)
- Giulio Antonelli
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
- Department of Anatomical, Histological, Forensic Medicine and Orthopedics Sciences, "Sapienza" University of Rome, Italy
| | - Gerolamo Bevivino
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Silvia Pecere
- UOC Endoscopia Digestiva Chirurgica, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Roma
| | - Alanna Ebigbo
- III Medizinische Klinik, Universitatsklinikum Augsburg, Augsburg, Germany
| | - Fabrizio Cereatti
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Naoki Akizue
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Michela Di Fonzo
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Manuela Coppola
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Federico Barbaro
- UOC Endoscopia Digestiva Chirurgica, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Roma
| | - Benjamin M Walter
- Department of Gastroenterology, Clinic for Internal Medicine, University Hospital Ulm, Germany
| | - Paranjay Sharma
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
| | - Anna Caruso
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Kenichiro Okimoto
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Claudia Antenucci
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Tomoaki Matsumura
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Giulia Zerboni
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Cristina Grossi
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Michael Meinikheim
- III Medizinische Klinik, Universitatsklinikum Augsburg, Augsburg, Germany
| | - Luigi Giovanni Papparella
- UOC Endoscopia Digestiva Chirurgica, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Roma
| | - Loredana Correale
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
| | - Guido Costamagna
- UOC Endoscopia Digestiva Chirurgica, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Roma
| | - Alessandro Repici
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Cristiano Spada
- UOC Endoscopia Digestiva Chirurgica, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Roma
| | - Helmut Messmann
- III Medizinische Klinik, Universitatsklinikum Augsburg, Augsburg, Germany
| | - Cesare Hassan
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Federico Iacopini
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
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