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Hassan C, Misawa M, Rizkala T, Mori Y, Sultan S, Facciorusso A, Antonelli G, Spadaccini M, Houwen BBSL, Rondonotti E, Patel H, Khalaf K, Li JW, Fernandez GM, Bhandari P, Dekker E, Gross S, Berzin T, Vandvik PO, Correale L, Kudo SE, Sharma P, Rex DK, Repici A, Foroutan F. Computer-Aided Diagnosis for Leaving Colorectal Polyps In Situ : A Systematic Review and Meta-analysis. Ann Intern Med 2024. [PMID: 38768453 DOI: 10.7326/m23-2865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Computer-aided diagnosis (CADx) allows prediction of polyp histology during colonoscopy, which may reduce unnecessary removal of nonneoplastic polyps. However, the potential benefits and harms of CADx are still unclear. PURPOSE To quantify the benefit and harm of using CADx in colonoscopy for the optical diagnosis of small (≤5-mm) rectosigmoid polyps. DATA SOURCES Medline, Embase, and Scopus were searched for articles published before 22 December 2023. STUDY SELECTION Histologically verified diagnostic accuracy studies that evaluated the real-time performance of physicians in predicting neoplastic change of small rectosigmoid polyps without or with CADx assistance during colonoscopy. DATA EXTRACTION The clinical benefit and harm were estimated on the basis of accuracy values of the endoscopist before and after CADx assistance. The certainty of evidence was assessed using the GRADE (Grading of Recommendations Assessment, Development and Evaluation) framework. The outcome measure for benefit was the proportion of polyps predicted to be nonneoplastic that would avoid removal with the use of CADx. The outcome measure for harm was the proportion of neoplastic polyps that would be not resected and left in situ due to an incorrect diagnosis with the use of CADx. Histology served as the reference standard for both outcomes. DATA SYNTHESIS Ten studies, including 3620 patients with 4103 small rectosigmoid polyps, were analyzed. The studies that assessed the performance of CADx alone (9 studies; 3237 polyps) showed a sensitivity of 87.3% (95% CI, 79.2% to 92.5%) and specificity of 88.9% (CI, 81.7% to 93.5%) in predicting neoplastic change. In the studies that compared histology prediction performance before versus after CADx assistance (4 studies; 2503 polyps), there was no difference in the proportion of polyps predicted to be nonneoplastic that would avoid removal (55.4% vs. 58.4%; risk ratio [RR], 1.06 [CI, 0.96 to 1.17]; moderate-certainty evidence) or in the proportion of neoplastic polyps that would be erroneously left in situ (8.2% vs. 7.5%; RR, 0.95 [CI, 0.69 to 1.33]; moderate-certainty evidence). LIMITATION The application of optical diagnosis was only simulated, potentially altering the decision-making process of the operator. CONCLUSION Computer-aided diagnosis provided no incremental benefit or harm in the management of small rectosigmoid polyps during colonoscopy. PRIMARY FUNDING SOURCE European Commission. (PROSPERO: CRD42023402197).
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Affiliation(s)
- Cesare Hassan
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, and Humanitas Clinical and Research Center IRCCS, Endoscopy Unit, Rozzano, Italy (C.H., M.S., A.R.)
| | - Masashi Misawa
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan (M.M., S.K.)
| | - Tommy Rizkala
- Humanitas Clinical and Research Center IRCCS, Endoscopy Unit, Rozzano, Italy (T.R., L.C.)
| | - Yuichi Mori
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan; University of Oslo, Clinical Effectiveness Research Group; and Department of Transplantation Medicine, Oslo University Hospital, Oslo, Norway (Y.M.)
| | - Shahnaz Sultan
- Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, and VA Health Care System, Minneapolis, Minnesota (S.S.)
| | - Antonio Facciorusso
- University of Foggia, Department of Medical Sciences, Section of Gastroenterology, Foggia, Italy (A.F.)
| | - Giulio Antonelli
- Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli, Ariccia, and Department of Anatomical, Histological, Forensic Medicine and Orthopedics Sciences, Sapienza University of Rome, Rome, Italy (G.A.)
| | - Marco Spadaccini
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, and Humanitas Clinical and Research Center IRCCS, Endoscopy Unit, Rozzano, Italy (C.H., M.S., A.R.)
| | - Britt B S L Houwen
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, the Netherlands (B.B.S.L.H.)
| | | | - Harsh Patel
- Kansas City VA Medical Center, Gastroenterology and Hepatology, Kansas City, Missouri (H.P., P.S.)
| | - Kareem Khalaf
- Division of Gastroenterology, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada (K.K.)
| | - James Weiquan Li
- Department of Gastroenterology and Hepatology, Changi General Hospital, Singapore Health Services, and Duke-NUS Academic Medicine Centre, Singapore Health Services, Singapore (J.W.L.)
| | - Gloria M Fernandez
- Endoscopy Unit, Gastroenterology Department, Clinical Institute of Digestive and Metabolic Disease, Hospital Clínic de Barcelona, University of Barcelona, Barcelona, Spain (G.M.F.)
| | - Pradeep Bhandari
- Queen Alexandra Hospital, Department of Gastroenterology, Portsmouth, United Kingdom (P.B.)
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, and Bergman Clinics Maag and Darm Amsterdam, Amsterdam, the Netherlands (E.D.)
| | - Seth Gross
- Department of Gastroenterology, Tisch Hospital, New York University Langone Medical Center, New York, New York (S.G.)
| | - Tyler Berzin
- Center for Advanced Endoscopy, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts (T.B.)
| | - Per Olav Vandvik
- Department of Medicine, Lovisenberg Diaconal Hospital, Oslo, Norway (P.O.V.)
| | - Loredana Correale
- Humanitas Clinical and Research Center IRCCS, Endoscopy Unit, Rozzano, Italy (T.R., L.C.)
| | - Shin-Ei Kudo
- Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan (M.M., S.K.)
| | - Prateek Sharma
- Kansas City VA Medical Center, Gastroenterology and Hepatology, Kansas City, Missouri (H.P., P.S.)
| | - Douglas K Rex
- Indiana University School of Medicine, Division of Gastroenterology, Indianapolis, Indiana (D.K.R.)
| | - Alessandro Repici
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, and Humanitas Clinical and Research Center IRCCS, Endoscopy Unit, Rozzano, Italy (C.H., M.S., A.R.)
| | - Farid Foroutan
- Ted Rogers Centre for Heart Research, University Health Network, Toronto, Ontario, Canada (F.F.)
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2
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Wisse PHA, de Boer SY, Oudkerk Pool M, Terhaar Sive Droste JS, Verveer C, Meijer GA, Dekker E, Spaander MCW. Post-colonoscopy colorectal cancers in a national fecal immunochemical test-based colorectal cancer screening program. Endoscopy 2024; 56:364-372. [PMID: 38101446 DOI: 10.1055/a-2230-5563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Abstract
BACKGROUND Post-colonoscopy colorectal cancers (PCCRCs) decrease the effect of colorectal cancer (CRC) screening programs. To enable PCCRC incidence reduction in the long-term, we classified PCCRCs diagnosed after colonoscopies performed in a fecal immunochemical test (FIT)-based screening program. METHODS PCCRCs diagnosed after colonoscopies performed between 2014-2016 for a positive FIT in the Dutch CRC screening program were included. PCCRCs were categorized according to the World Endoscopy Organization consensus statement into (a) interval PCCRC (diagnosed before the recommended surveillance); (b) non-interval type A (diagnosed at the recommended surveillance interval); (c) non-interval type B (diagnosed after the recommended surveillance interval); or (d) non-interval type C (diagnosed after the intended recommended surveillance interval, with surveillance not implemented owing to co-morbidity). The most probable etiology was determined by root-cause analysis. Tumor stage distributions were compared between categories. RESULTS 116362 colonoscopies were performed after a positive FIT with 9978 screen-detected CRCs. During follow-up, 432 PCCRCs were diagnosed. The 3-year PCCRC rate was 2.7%. PCCRCs were categorized as interval (53.5%), non-interval type A (14.6%), non-interval type B (30.6%), and non-interval type C (1.4%). The most common etiology for interval PCCRCs was possible missed lesion with adequate examination (73.6%); they were more often diagnosed at an advanced stage (stage III/IV; 53.2%) compared with non-interval type A (15.9%; P<0.001) and non-interval type B (40.9%; P=0.03) PCCRCs. CONCLUSIONS The 3-year PCCRC rate was low in this FIT-based CRC screening program. Approximately half of PCCRCs were interval PCCRCs. These were mostly caused by missed lesions and were diagnosed at a more advanced stage. This emphasizes the importance of high quality colonoscopy with optimal polyp detection.
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Affiliation(s)
- Pieter H A Wisse
- Gastroenterology and Hepatology, Erasmus MC, Rotterdam, Netherlands
| | - Sybrand Y de Boer
- Gastroenterology and Hepatology, Bevolkingsonderzoek Nederland, Rotterdam, Netherlands
| | - Marco Oudkerk Pool
- Gastroenterology and Hepatology, Bevolkingsonderzoek Nederland, Rotterdam, Netherlands
| | | | - Claudia Verveer
- Gastroenterology and Hepatology, Bevolkingsonderzoek Nederland, Rotterdam, Netherlands
| | - Gerrit A Meijer
- Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Evelien Dekker
- Gastroenterology and Hepatology, Amsterdam UMC Location AMC, Amsterdam, Netherlands
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3
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Guo F, Meng H. Application of artificial intelligence in gastrointestinal endoscopy. Arab J Gastroenterol 2024; 25:93-96. [PMID: 38228443 DOI: 10.1016/j.ajg.2023.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 09/06/2023] [Accepted: 12/30/2023] [Indexed: 01/18/2024]
Abstract
Endoscopy is an important method for diagnosing gastrointestinal (GI) diseases. In this study, we provide an overview of the advances in artificial intelligence (AI) technology in the field of GI endoscopy over recent years, including esophagus, stomach, large intestine, and capsule endoscopy (small intestine). AI-assisted endoscopy shows high accuracy, sensitivity, and specificity in the detection and diagnosis of GI diseases at all levels. Hence, AI will make a breakthrough in the field of GI endoscopy in the near future. However, AI technology currently has some limitations and is still in the preclinical stages.
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Affiliation(s)
- Fujia Guo
- The first Affiliated Hospital, Dalian Medical University, Dalian 116044, China
| | - Hua Meng
- The first Affiliated Hospital, Dalian Medical University, Dalian 116044, China.
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4
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Sullivan BA, Lieberman DA. Colon Polyp Surveillance: Separating the Wheat From the Chaff. Gastroenterology 2024; 166:743-757. [PMID: 38224860 DOI: 10.1053/j.gastro.2023.11.305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 11/20/2023] [Accepted: 11/22/2023] [Indexed: 01/17/2024]
Abstract
One goal of colorectal cancer (CRC) screening is to prevent CRC incidence by removing precancerous colonic polyps, which are detected in up to 50% of screening examinations. Yet, the lifetime risk of CRC is 3.9%-4.3%, so it is clear that most of these individuals with polyps would not develop CRC in their lifetime. It is, therefore, a challenge to determine which individuals with polyps will benefit from follow-up, and at what intervals. There is some evidence that individuals with advanced polyps, based on size and histology, benefit from intensive surveillance. However, a large proportion of individuals will have small polyps without advanced histologic features (ie, "nonadvanced"), where the benefits of surveillance are uncertain and controversial. Demand for surveillance will further increase as more polyps are detected due to increased screening uptake, recent United States recommendations to expand screening to younger individuals, and emergence of polyp detection technology. We review the current understanding and clinical implications of the natural history, biology, and outcomes associated with various categories of colon polyps based on size, histology, and number. Our aims are to highlight key knowledge gaps, specifically focusing on certain categories of polyps that may not be associated with future CRC risk, and to provide insights to inform research priorities and potential management strategies. Optimization of CRC prevention programs based on updated knowledge about the future risks associated with various colon polyps is essential to ensure cost-effective screening and surveillance, wise use of resources, and inform efforts to personalize recommendations.
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Affiliation(s)
- Brian A Sullivan
- Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, North Carolina; Division of Gastroenterology, Department of Medicine, Duke University Medical Center, Durham, North Carolina.
| | - David A Lieberman
- Portland Veteran Affairs Medical Center, Portland, Oregon; Division of Gastroenterology and Hepatology, School of Medicine, Oregon Health and Science University, Portland, Oregon
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5
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Spadaccini M, Troya J, Khalaf K, Facciorusso A, Maselli R, Hann A, Repici A. Artificial Intelligence-assisted colonoscopy and colorectal cancer screening: Where are we going? Dig Liver Dis 2024:S1590-8658(24)00249-4. [PMID: 38458884 DOI: 10.1016/j.dld.2024.01.203] [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: 10/12/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 03/10/2024]
Abstract
Colorectal cancer is a significant global health concern, necessitating effective screening strategies to reduce its incidence and mortality rates. Colonoscopy plays a crucial role in the detection and removal of colorectal neoplastic precursors. However, there are limitations and variations in the performance of endoscopists, leading to missed lesions and suboptimal outcomes. The emergence of artificial intelligence (AI) in endoscopy offers promising opportunities to improve the quality and efficacy of screening colonoscopies. In particular, AI applications, including computer-aided detection (CADe) and computer-aided characterization (CADx), have demonstrated the potential to enhance adenoma detection and optical diagnosis accuracy. Additionally, AI-assisted quality control systems aim to standardize the endoscopic examination process. This narrative review provides an overview of AI principles and discusses the current knowledge on AI-assisted endoscopy in the context of screening colonoscopies. It highlights the significant role of AI in improving lesion detection, characterization, and quality assurance during colonoscopy. However, further well-designed studies are needed to validate the clinical impact and cost-effectiveness of AI-assisted colonoscopy before its widespread implementation.
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Affiliation(s)
- Marco Spadaccini
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy.
| | - Joel Troya
- Interventional and Experimental Endoscopy (InExEn), Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Kareem Khalaf
- Division of Gastroenterology, St. Michael's Hospital, University of Toronto, Toronto, Canada
| | - Antonio Facciorusso
- Gastroenterology Unit, Department of Surgical and Medical Sciences, University of Foggia, Foggia, Italy
| | - Roberta Maselli
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy
| | - Alexander Hann
- Interventional and Experimental Endoscopy (InExEn), Department of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany
| | - Alessandro Repici
- Department of Endoscopy, Humanitas Research Hospital, IRCCS, 20089 Rozzano, Italy; Department of Biomedical Sciences, Humanitas University, 20089 Rozzano, Italy
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6
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Wisse PHA, de Klaver W, van Wifferen F, van Maaren-Meijer FG, van Ingen HE, Meiqari L, Huitink I, Bierkens M, Lemmens M, Greuter MJE, van Leerdam ME, Spaander MCW, Dekker E, Coupé VMH, Carvalho B, de Wit M, Meijer GA. The multitarget faecal immunochemical test for improving stool-based colorectal cancer screening programmes: a Dutch population-based, paired-design, intervention study. Lancet Oncol 2024; 25:326-337. [PMID: 38346438 DOI: 10.1016/s1470-2045(23)00651-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 12/08/2023] [Accepted: 12/15/2023] [Indexed: 03/02/2024]
Abstract
BACKGROUND The faecal immunochemical test (FIT) is widely employed for colorectal cancer screening. However, its sensitivity for advanced precursor lesions remains suboptimal. The multitarget FIT (mtFIT), measuring haemoglobin, calprotectin, and serpin family F member 2, has demonstrated enhanced sensitivity for advanced neoplasia, especially advanced adenomas, at equal specificity to FIT. This study aimed to prospectively validate and investigate the clinical utlitity of mtFIT versus FIT in a setting of population-based colorectal cancer screening. METHODS Individuals aged 55-75 years and who were eligible for the Dutch national FIT-based colorectal cancer screening programme were invited to submit both a FIT and mtFIT sample collected from the same bowel movement. Positive FIT (47 μg/g haemoglobin cutoff) or mtFIT (based on decision-tree algorithm) led to a colonoscopy referral. The primary outcome was the relative detection rate of mtFIT versus FIT for all advanced neoplasia. Secondary outcomes were the relative detection rates of colorectal cancer, advanced adenoma, and advanced serrated polyps individually and the long-term effect of mtFIT-based versus FIT-based programmatic screening on colorectal cancer incidence, mortality, and cost, determined with microsimulation modelling. The study has been registered in ClinicalTrials.gov, NCT05314309, and is complete. FINDINGS Between March 25 and Dec 7, 2022, 35 786 individuals were invited to participate in the study, of whom 15 283 (42·7%) consented, and 13 187 (86·3%) of 15 283 provided both mtFIT and FIT samples with valid results. Of the 13 187 participants, 6637 (50·3%) were male and 6550 (49·7%) were female. mtFIT showed a 9·11% (95% CI 8·62-9·61) positivity rate and 2·27% (95% CI 2·02-2·54) detection rate for advanced neoplasia, compared with a positivity rate of 4·08% (3·75-4·43) and a detection rate of 1·21% (1·03-1·41) for FIT. Detection rates of mtFIT versus FIT were 0·20% (95% CI 0·13-0·29) versus 0·17% (0·11-0·27) for colorectal cancer; 1·64% (1·43-1·87) versus 0·86% (0·72-1·04) for advanced adenoma, and 0·43% (0·33-0·56) versus 0·17% (0·11-0·26) for advanced serrated polyps. Modelling demonstrated that mtFIT-based screening could reduce colorectal cancer incidence by 21% and associated mortality by 18% compared with the current Dutch colorectal cancer screening programme, at feasible costs. Furthermore, at equal positivity rates, mtFIT outperformed FIT in terms of diagnostic yield. At an equally low positivity rate, mtFIT-based screening was predicted to further decrease colorectal cancer incidence by 5% and associated mortality by 4% compared with FIT-based screening. INTERPRETATION The higher detection rate of mtFIT for advanced adenoma compared with FIT holds the potential to translate into additional and clinically meaningful long-term colorectal cancer incidence and associated mortality reductions in programmatic colorectal cancer screening. FUNDING Stand Up to Cancer, Dutch Cancer Society, Dutch Digestive Foundation, and Health~Holland.
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Affiliation(s)
- Pieter H A Wisse
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands; Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Willemijn de Klaver
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands; Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Location University of Amsterdam, Amsterdam, Netherlands
| | - Francine van Wifferen
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Location Vrije Universiteit, Amsterdam, Netherlands
| | | | - Huub E van Ingen
- Department of Clinical Chemistry, Star-shl, Rotterdam, Netherlands
| | - Lana Meiqari
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Iris Huitink
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Mariska Bierkens
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Margriet Lemmens
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Marjolein J E Greuter
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Location Vrije Universiteit, Amsterdam, Netherlands
| | - Monique E van Leerdam
- Department of Gastro-intestinal Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands; Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, Netherlands
| | - Manon C W Spaander
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Location University of Amsterdam, Amsterdam, Netherlands
| | - Veerle M H Coupé
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Location Vrije Universiteit, Amsterdam, Netherlands
| | - Beatriz Carvalho
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Meike de Wit
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Gerrit A Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.
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7
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Liu S, Wang Y, Wang Y, Duan C, Liu F, Zhang H, Tian X, Ding X, Zhang M, Cao D, Liu Y, Jiang R, Zhuo D, Peng J, Zhu S, Zhao L, Wang J, Wei L, Shi Z. Population-based screening for colorectal cancer in Wuhan, China. Front Oncol 2024; 14:1284975. [PMID: 38487726 PMCID: PMC10937563 DOI: 10.3389/fonc.2024.1284975] [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: 10/03/2023] [Accepted: 02/05/2024] [Indexed: 03/17/2024] Open
Abstract
Fecal DNA test has emerged as a non-invasive alternative for colorectal cancer (CRC) screening in average-risk population. However, there is currently insufficient evidence in China to demonstrate the effectiveness of population-based CRC screening using fecal DNA based test. Here, a large-scale real-world study for CRC screening was implemented in Wuhan, Hubei province, China. A total of 98,683 subjects aged between 45 and 60 years were screened by a fecal DNA test (ColoTect®) which detected methylation status of SDC2, ADHFE1, and PPP2R5C. Participants who tested positive were advised to receive diagnostic colonoscopy. 4449 (4.5%) subjects tested positive for fecal DNA test, and 3200 (71.9%) underwent colonoscopy. Among these, 2347 (73.3%) had abnormal colonoscopy findings, of which 1330 (56.7%) subjects received pathological diagnosis. Detection rates for CRC and advanced precancerous lesions were 1.3% and 2.3%, respectively. Detection rates for nonadvanced adenomas and polyps were 14.0% and 21.6%, respectively. 28.0% of all colonoscopies showed colorectal neoplasm but lack pathological diagnosis. 6.1% showed other abnormalities such as enteritis. In conclusion, preliminary real-world evidence suggested that fecal DNA tests had promising diagnostic yield in population-based CRC screening. Clinical trial registration https://www.chictr.org.cn/showproj.html?proj=192838, identifier ChiCTR2300070520.
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Affiliation(s)
- Song Liu
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yifan Wang
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | | | - Chaofan Duan
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Fan Liu
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Heng Zhang
- Department of Gastroenterology, Wuhan Central Hospital, Wuhan, Hubei, China
| | - Xia Tian
- Department of Gastroenterology, The Third Hospital of Wuhan (Tongren Hospital of Wuhan University), Wuhan, Hubei, China
| | - Xiangwu Ding
- Department of Gastroenterology, The Fourth Hospital of Wuhan, Wuhan, Hubei, China
| | - Manling Zhang
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Dan Cao
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yi Liu
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | | | - Duan Zhuo
- BGI Genomics Co., Ltd., Shenzhen, China
| | | | - Shida Zhu
- BGI Genomics Co., Ltd., Shenzhen, China
| | | | - Jian Wang
- BGI Genomics Co., Ltd., Shenzhen, China
| | - Li Wei
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhaohong Shi
- Department of Gastroenterology, Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Wuhan, Hubei, China
- Wuhan No. 1 Hospital, Wuhan Hospital of Traditional Chinese and Western Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
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8
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Juul FE, Cross AJ, Schoen RE, Senore C, Pinsky PF, Miller EA, Segnan N, Wooldrage K, Wieszczy-Szczepanik P, Armaroli P, Garborg KK, Adami HO, Hoff G, Kalager M, Bretthauer M, Holme Ø, Løberg M. Effectiveness of Colonoscopy Screening vs Sigmoidoscopy Screening in Colorectal Cancer. JAMA Netw Open 2024; 7:e240007. [PMID: 38421651 PMCID: PMC10905314 DOI: 10.1001/jamanetworkopen.2024.0007] [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: 09/18/2023] [Accepted: 01/02/2024] [Indexed: 03/02/2024] Open
Abstract
Importance Randomized clinical screening trials have shown that sigmoidoscopy screening reduces colorectal cancer (CRC) incidence and mortality. Colonoscopy has largely replaced sigmoidoscopy for CRC screening, but long-term results from randomized trials on colonoscopy screening are still lacking. Objective To estimate the additional screening benefit of colonoscopy compared with sigmoidoscopy. Design, Setting, and Participants This comparative effectiveness simulation study pooled data on 358 204 men and women randomly assigned to sigmoidoscopy screening or usual care in 4 randomized sigmoidoscopy screening trials conducted in Norway, Italy, the US, and UK with inclusion periods in the years 1993 to 2001. The primary analysis of the study was conducted from January 19 to December 30, 2021. Intervention Invitation to endoscopic screening. Main Outcomes and Measures Primary outcomes were CRC incidence and mortality. Using pooled 15-year follow-up data, colonoscopy screening effectiveness was estimated assuming that the efficacy of colonoscopy in the proximal colon was similar to that observed in the distal colon in the sigmoidoscopy screening trials. The simulation model was validated using data from Norwegian participants in a colonoscopy screening trial. Results This analysis included 358 204 individuals (181 971 women [51%]) aged 55 to 64 years at inclusion with a median follow-up time ranging from 15 to 17 years. Compared with usual care, colonoscopy prevented an estimated 50 (95% CI, 42-58) CRC cases per 100 000 person-years, corresponding to 30% incidence reduction (rate ratio, 0.70 [95% CI, 0.66-0.75]), and prevented an estimated 15 (95% CI, 11-19) CRC deaths per 100 000 person-years, corresponding to 32% mortality reduction (rate ratio, 0.68 [95% CI, 0.61-0.76]). The additional benefit of colonoscopy screening compared with sigmoidoscopy was 12 (95% CI, 10-14) fewer CRC cases and 4 (95% CI, 3-5) fewer CRC deaths per 100 000 person-years, corresponding to percentage point reductions of 6.9 (95% CI, 6.0-7.9) for CRC incidence and 7.6 (95% CI, 5.7-9.6) for CRC mortality. The number needed to switch from sigmoidoscopy to colonoscopy screening was 560 (95% CI, 486-661) to prevent 1 CRC case and 1611 (95% CI, 1275-2188) to prevent 1 CRC death. Conclusions and Relevance The findings of this comparative effectiveness study assessing long-term follow-up after CRC screening suggest that there was an additional preventive effect on CRC incidence and mortality associated with colonoscopy screening compared with sigmoidoscopy screening, but the additional preventive effect was less than what was achieved by introducing sigmoidoscopy screening where no screening existed. The results probably represent the upper limit of what may be achieved with colonoscopy screening compared with sigmoidoscopy screening.
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Affiliation(s)
- Frederik E. Juul
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
| | - Amanda J. Cross
- Cancer Screening & Prevention Research Group, Department of Surgery & Cancer, Imperial College London, London, United Kingdom
| | - Robert E. Schoen
- Division of Gastroenterology, Hepatology and Nutrition, Department of Epidemiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Carlo Senore
- University Hospital Città della Salute e della Scienza, Turin, Italy
| | - Paul F. Pinsky
- Division of Cancer Prevention, National Cancer Institute, Rockville, Maryland
| | - Eric A. Miller
- Division of Cancer Prevention, National Cancer Institute, Rockville, Maryland
| | - Nereo Segnan
- University Hospital Città della Salute e della Scienza, Turin, Italy
| | - Kate Wooldrage
- Cancer Screening & Prevention Research Group, Department of Surgery & Cancer, Imperial College London, London, United Kingdom
| | - Paulina Wieszczy-Szczepanik
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Paola Armaroli
- University Hospital Città della Salute e della Scienza, Turin, Italy
| | - Kjetil K. Garborg
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
| | - Hans-Olov Adami
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Geir Hoff
- Section for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway
- Department of Research and Development, Telemark Hospital Trust, Skien, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Mette Kalager
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
| | - Michael Bretthauer
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
| | - Øyvind Holme
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
- Department of Medicine, Sorlandet Hospital Health Trust, Kristiansand, Norway
| | - Magnus Løberg
- Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
- Clinical Effectiveness Research Group, Oslo University Hospital, Oslo, Norway
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9
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Denis B, Bertolaso A, Gendre I, Perrin P, Hammas K. Post-colonoscopy colorectal cancer: A population-based cohort study of fecal occult blood test-positive colonoscopies. Clin Res Hepatol Gastroenterol 2024; 48:102285. [PMID: 38246488 DOI: 10.1016/j.clinre.2024.102285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/09/2024] [Accepted: 01/19/2024] [Indexed: 01/23/2024]
Abstract
BACKGROUND Data on post-colonoscopy colorectal cancers (PCCRCs) after fecal occult blood test (FOBT)-positive colonoscopies is scarce (guaiac-based (gFOBT) or fecal immunochemical test (FIT)). AIMS Evaluate the prevalence and characteristics of PCCRCs in the French gFOBT CRC screening program. METHODS Retrospective population-based cohort study of all gFOBT-positive colonoscopies performed among individuals aged 50-74 between 2003 and 2014 within the CRC screening program organized in the Haut-Rhin (Alsace, France). The main outcome was PCCRC-3y rate. Adenoma detection rates (ADRs) calculated on gFOBT-positive colonoscopies were compared to those calculated on FIT-positive colonoscopies performed by the same gastroenterologists. RESULTS Overall, 9106 gFOBT-positive colonoscopies performed by 36 gastroenterologists were included. Sixteen PCCRC-3y and 31 PCCRC-5y were diagnosed (68.8 % and 58.1 % were true interval PCCRCs respectively). The unadjusted PCCRC-3y rate was 2.4 % [95 % confidence interval (CI) 1.4 %-3.9 %]. The risk for PCCRC-5y was significantly higher when the gastroenterologist's ADR was <35 % compared to ≥35 % (HR 2.17 [95 %CI 1.19-3.93]). The mean absolute difference for ADR between gFOBT- and FIT-positive colonoscopies was 16.3 % in favor of FIT-positive colonoscopies. CONCLUSION PCCRC-3y prevalence was low, estimated at 2.4 %. We suggest that the minimum standard for ADR in gFOBT- and FIT-positive colonoscopies should be set at 35 % and 50 % to 55 % respectively, in the French screening program.
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Affiliation(s)
- Bernard Denis
- Department of Gastroenterology, Pasteur Hospital, 39 avenue de la Liberté, Colmar 68024, France; ADECA Alsace, 122 rue de Logelbach, Colmar, France.
| | - Alice Bertolaso
- Haut-Rhin Cancer Registry, GHRMSA, 87 avenue d'Altkirch, Mulhouse, France
| | - Isabelle Gendre
- ADECA Alsace, 122 rue de Logelbach, Colmar, France; CRCDC Grand Est, Site de Colmar, 122 rue de Logelbach, Colmar, France
| | - Philippe Perrin
- ADECA Alsace, 122 rue de Logelbach, Colmar, France; CRCDC Grand Est, Site de Colmar, 122 rue de Logelbach, Colmar, France
| | - Karima Hammas
- Haut-Rhin Cancer Registry, GHRMSA, 87 avenue d'Altkirch, Mulhouse, France
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10
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Parodi MC, Antonelli G, Galloro G, Radaelli F, Manes G, Manno M, Camellini L, Sereni G, Caserta L, Arrigoni A, Fasoli R, Sassatelli R, Pigò F, Iovino P, Scimeca D, De Luca L, Rizkala T, Tringali A, Campari C, Capogreco A, Testoni SGG, Bertani H, Fantin A, Mitri RD, Familiari P, Labardi M, De Angelis C, Anghinoni E, Rubeca T, Cassoni P, Zorzi M, Mussetto A, Hassan C, Senore C. SIED-GISCOR recommendations for colonoscopy in screening programs: Part I - Diagnostic. Dig Liver Dis 2023:S1590-8658(23)01070-8. [PMID: 38105148 DOI: 10.1016/j.dld.2023.11.028] [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: 10/27/2023] [Revised: 11/23/2023] [Accepted: 11/27/2023] [Indexed: 12/19/2023]
Abstract
The implementation of FIT programs reduces incidence and mortality from CRC in the screened subjects. The ultimate efficacy for CRC morbidity and mortality prevention in a FIT program depends on the colonoscopy in FIT+ subjects that has the task of detecting and removing these advanced lesions. Recently, there has been growing evidence on factors that influence the quality of colonoscopy specifically withing organized FIT programs, prompting to dedicated interventions in order to maximize the benefit/harm ratio of post-FIT colonoscopy. This document focuses on the diagnostic phase of colonoscopy, providing indications on how to standardise colonoscopy in FIT+ subjects, regarding timing of examination, management of antithrombotic therapy, bowel preparation, competence and sedation.
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Affiliation(s)
| | - Giulio Antonelli
- Department of Anatomical, Histological, Forensic Medicine and Orthopedics Sciences, "Sapienza" University of Rome, Italy; Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy
| | - Giuseppe Galloro
- Surgical Endoscopy Unit, Department of Clinical Medicine and Surgery, Federico II University, 80138 Naples, Italy
| | | | - Giampiero Manes
- Gastroenterology and Endoscopy Unit, ASST Rhodense, Garbagnate Milanese, Milan, Italy
| | - Mauro Manno
- Gastroenterology and Digestive Endoscopy Unit, Azienda USL, (Modena), Modena, Carpi, Italy
| | | | - Giuliana Sereni
- Unit of Gastroenterology and Digestive Endoscopy, Azienda USL-IRCCS Di Reggio Emilia, Reggio Emilia, Italy
| | - Luigi Caserta
- Department of Medicine - Unit of Gastroenterology, IRCCS Ospedale Policlinico San Martino, Genova, Liguria, Italy
| | - Arrigo Arrigoni
- Diagnostic and Interventional Digestive Endoscopy, FPO-IRCCS Candiolo Cancer Institute, Turin, Italy
| | - Renato Fasoli
- Department of Gastroenterology and Digestive Endoscopy, Santa Croce e Carle Hospital, Cuneo 12100, Italy
| | - Romano Sassatelli
- Unit of Gastroenterology and Digestive Endoscopy, Azienda USL-IRCCS Di Reggio Emilia, Reggio Emilia, Italy
| | - Flavia Pigò
- Gastroenterology and Digestive Endoscopy, Azienda Ospedaliero Universitaria di Modena, Modena, Italy
| | - Paola Iovino
- Gastrointestinal Unit, Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana," University of Salerno, Baronissi, SA, Italy
| | - Daniela Scimeca
- Gastroenterology and Endoscopy Unit, ARNAS Civico - Di Cristina - Benfratelli Hospital, Palermo, Italy
| | - Luca De Luca
- Digestive Endoscopy Unit, ASST Santi Paolo E Carlo, Milano, Italy
| | - Tommy Rizkala
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | | | - Cinzia Campari
- Screening Unit, AUSL IRCCS Reggio Emilia, Reggio Emilia, Italy
| | - Antonio Capogreco
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Sabrina Gloria Giulia Testoni
- Pancreatico-Biliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Via Olgettina 60, 20132 Milan, Italy
| | - Helga Bertani
- Gastroenterology and Digestive Endoscopy Unit, Azienda USL, (Modena), Modena, Carpi, Italy
| | - Alberto Fantin
- Unit of Surgical Oncology of Digestive Tract, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy
| | - Roberto Di Mitri
- Gastroenterology and Endoscopy Unit, ARNAS Civico - Di Cristina - Benfratelli Hospital, Palermo, Italy
| | - Pietro Familiari
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, RM, Italy; Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Roma, RM, Italy
| | - Maurizio Labardi
- Gastroenterology and Endoscopy Department, Firenze Hospital, Firenze, Italy
| | - Claudio De Angelis
- Department of General and Specialist Medicine, Gastroenterologia-U, Città della Salute e della Scienza di Torino, Turin, Italy
| | - Emanuela Anghinoni
- Servizio Medicina Preventiva nelle Comunità - AUSL Mantova, via Dei Toscani 1, 46100 Mantova, Italy
| | - Tiziana Rubeca
- S.C. Laboratorio regionale prevenzione oncologica, ISPO, Firenze, Italy
| | - Paola Cassoni
- Department of Medical Science, Pathology unit, University of Turin, Turin, Italy
| | - Manuel Zorzi
- Veneto Tumor Registry, Azienda Zero, Padova, Italy
| | - Alessandro Mussetto
- Gastroenterology Unit, Azienda Unità Sanitaria Locale della Romagna, Santa Maria delle Croci Hospital, Viale Vincenzo Randi, 5, Ravenna 48121, Italy
| | - Cesare Hassan
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy; Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy.
| | - Carlo Senore
- SSD Epidemiologia e screening - CPO, University Hospital Città della Salute e della Scienza, Turin, Italy
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11
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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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12
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van de Schootbrugge-Vandermeer HJ, Kooyker AI, Wisse PHA, Nagtegaal ID, Geuzinge HA, Toes-Zoutendijk E, de Jonge L, Breekveldt ECH, van Vuuren AJ, van Kemenade FJ, Ramakers CRB, Dekker E, Lansdorp-Vogelaar I, Spaander MCW, van Leerdam ME. Interval post-colonoscopy colorectal cancer following a negative colonoscopy in a fecal immunochemical test-based screening program. Endoscopy 2023; 55:1061-1069. [PMID: 37793423 PMCID: PMC10684335 DOI: 10.1055/a-2136-6564] [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: 09/02/2022] [Accepted: 07/07/2023] [Indexed: 10/06/2023]
Abstract
BACKGROUND In the Dutch colorectal (CRC) screening program, fecal immunochemical test (FIT)-positive individuals are referred for colonoscopy. If no relevant findings are detected at colonoscopy, individuals are reinvited for FIT screening after 10 years. We aimed to assess CRC risk after a negative colonoscopy in FIT-positive individuals. METHODS In this cross-sectional cohort study, data were extracted from the Dutch national screening information system. Participants with a positive FIT followed by a negative colonoscopy between 2014 and 2018 were included. A negative colonoscopy was defined as a colonoscopy during which no more than one nonvillous, nonproximal adenoma < 10 mm or serrated polyp < 10 mm was found. The main outcome was interval post-colonoscopy CRC (iPCCRC) risk. iPCCRC risk was reviewed against the risk of interval CRC after a negative FIT (FIT IC) with a 2-year screening interval. RESULTS 35 052 FIT-positive participants had a negative colonoscopy and 24 iPCCRCs were diagnosed, resulting in an iPCCRC risk of 6.85 (95 %CI 4.60-10.19) per 10 000 individuals after a median follow-up of 1.4 years. After 2.5 years of follow-up, age-adjusted iPCCRC risk was approximately equal to FIT IC risk at 2 years. CONCLUSION Risk of iPCCRC within a FIT-based CRC screening program was low during the first years after colonos-copy but, after 2.5 years, was the same as the risk in FIT-negative individuals at 2 years, when they are reinvited for screening. Colonoscopy quality may therefore require further improvement and FIT screening interval may need to be reduced after negative colonoscopy.
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Affiliation(s)
| | - Arthur I. Kooyker
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Pieter H. A. Wisse
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Iris D. Nagtegaal
- Department of Pathology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Hiltje A. Geuzinge
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Esther Toes-Zoutendijk
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Lucie de Jonge
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Emilie C. H. Breekveldt
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Anneke J. van Vuuren
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | | | - Christian R. B. Ramakers
- Department of Clinical Chemistry, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, location AMC, Amsterdam, The Netherlands
| | - Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Manon C. W. Spaander
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Monique E. van Leerdam
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
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13
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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: 0] [Impact Index Per Article: 0] [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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14
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Hsu WF, Chiu HM. Optimization of colonoscopy quality: Comprehensive review of the literature and future perspectives. Dig Endosc 2023; 35:822-834. [PMID: 37381701 DOI: 10.1111/den.14627] [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: 05/14/2023] [Accepted: 06/27/2023] [Indexed: 06/30/2023]
Abstract
Colonoscopy is crucial in preventing colorectal cancer (CRC) and reducing associated mortality. This comprehensive review examines the importance of high-quality colonoscopy and associated quality indicators, including bowel preparation, cecal intubation rate, withdrawal time, adenoma detection rate (ADR), complete resection, specimen retrieval, complication rates, and patient satisfaction, while also discussing other ADR-related metrics. Additionally, the review draws attention to often overlooked quality aspects, such as nonpolypoid lesion detection, as well as insertion and withdrawal skills. Moreover, it explores the potential of artificial intelligence in enhancing colonoscopy quality and highlights specific considerations for organized screening programs. The review also emphasizes the implications of organized screening programs and the need for continuous quality improvement. A high-quality colonoscopy is crucial for preventing postcolonoscopy CRC- and CRC-related deaths. Health-care professionals must develop a thorough understanding of colonoscopy quality components, including technical quality, patient safety, and patient experience. By prioritizing ongoing evaluation and refinement of these quality indicators, health-care providers can contribute to improved patient outcomes and develop more effective CRC screening programs.
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Affiliation(s)
- Wen-Feng Hsu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Han-Mo Chiu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
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Hassan C, Povero M, Pradelli L, Spadaccini M, Repici A. Cost-utility analysis of real-time artificial intelligence-assisted colonoscopy in Italy. Endosc Int Open 2023; 11:E1046-E1055. [PMID: 37954109 PMCID: PMC10637858 DOI: 10.1055/a-2136-3428] [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: 03/29/2023] [Accepted: 07/10/2023] [Indexed: 11/14/2023] Open
Abstract
Background and study aims Artificial intelligence (AI)-assisted colonoscopy has proven to be effective compared with colonoscopy alone in an average-risk population. We aimed to evaluate the cost-utility of GI GENIUS, the first marketed real-time AI system in an Italian high-risk population. Methods A 1-year cycle cohort Markov model was developed to simulate the disease evolution of a cohort of Italian individuals positive on fecal immunochemical test (FIT), aged 50 years, undergoing colonoscopy with or without the AI system. Adenoma or colorectal cancer (CRC) were identified according to detection rates specific for each technique. Costs were estimated from the Italian National Health Service perspective. Results Colonoscopy+AI system was dominant with respect to standard colonoscopy. The GI GENIUS system prevented 155 CRC cases (-2.7%), 77 CRC-related deaths (-2.8%), and improved quality of life (+0.027 QALY) with respect to colonoscopy alone. The increase in screening cost (+€10.50) and care for adenoma (+€3.53) was offset by the savings in cost of care for CRC (-€28.37), leading to a total savings of €14.34 per patient. Probabilistic sensitivity analysis confirmed the cost-efficacy of the AI system (almost 80% probability). Conclusions The implementation of AI detection tools in colonoscopy after patients test FIT-positive seems to be a cost-saving strategy for preventing CRC incidence and mortality.
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Affiliation(s)
- Cesare Hassan
- Endoscopy Unit, Humanitas University, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | | | | | - Marco Spadaccini
- Endoscopy Unit, Humanitas University, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | - Alessandro Repici
- Endoscopy Unit, Humanitas University, Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
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Mangas-Sanjuan C, de-Castro L, Cubiella J, Díez-Redondo P, Suárez A, Pellisé M, Fernández N, Zarraquiños S, Núñez-Rodríguez H, Álvarez-García V, Ortiz O, Sala-Miquel N, Zapater P, Jover R. Role of Artificial Intelligence in Colonoscopy Detection of Advanced Neoplasias : A Randomized Trial. Ann Intern Med 2023; 176:1145-1152. [PMID: 37639723 DOI: 10.7326/m22-2619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND The role of computer-aided detection in identifying advanced colorectal neoplasia is unknown. OBJECTIVE To evaluate the contribution of computer-aided detection to colonoscopic detection of advanced colorectal neoplasias as well as adenomas, serrated polyps, and nonpolypoid and right-sided lesions. DESIGN Multicenter, parallel, randomized controlled trial. (ClinicalTrials.gov: NCT04673136). SETTING Spanish colorectal cancer screening program. PARTICIPANTS 3213 persons with a positive fecal immunochemical test. INTERVENTION Enrollees were randomly assigned to colonoscopy with or without computer-aided detection. MEASUREMENTS Advanced colorectal neoplasia was defined as advanced adenoma and/or advanced serrated polyp. RESULTS The 2 comparison groups showed no significant difference in advanced colorectal neoplasia detection rate (34.8% with intervention vs. 34.6% for controls; adjusted risk ratio [aRR], 1.01 [95% CI, 0.92 to 1.10]) or the mean number of advanced colorectal neoplasias detected per colonoscopy (0.54 [SD, 0.95] with intervention vs. 0.52 [SD, 0.95] for controls; adjusted rate ratio, 1.04 [99.9% CI, 0.88 to 1.22]). Adenoma detection rate also did not differ (64.2% with intervention vs. 62.0% for controls; aRR, 1.06 [99.9% CI, 0.91 to 1.23]). Computer-aided detection increased the mean number of nonpolypoid lesions (0.56 [SD, 1.25] vs. 0.47 [SD, 1.18] for controls; adjusted rate ratio, 1.19 [99.9% CI, 1.01 to 1.41]), proximal adenomas (0.94 [SD, 1.62] vs. 0.81 [SD, 1.52] for controls; adjusted rate ratio, 1.17 [99.9% CI, 1.03 to 1.33]), and lesions of 5 mm or smaller (polyps in general and adenomas and serrated lesions in particular) detected per colonoscopy. LIMITATIONS The high adenoma detection rate in the control group may limit the generalizability of the findings to endoscopists with low detection rates. CONCLUSION Computer-aided detection did not improve colonoscopic identification of advanced colorectal neoplasias. PRIMARY FUNDING SOURCE Medtronic.
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Affiliation(s)
- Carolina Mangas-Sanjuan
- Department of Gastroenterology, Hospital General Universitario Dr. Balmis, Servicio de Medicina Digestiva, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Spain (C.M., N.S.)
| | - Luisa de-Castro
- Department of Gastroenterology, Hospital Álvaro Cunqueiro, Digestive Pathology Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain (L. de-C., N.F.)
| | - Joaquín Cubiella
- Department of Gastroenterology, Hospital Universitario de Ourense, Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Ourense, Spain (J.C., S.Z.)
| | - Pilar Díez-Redondo
- Department of Gastroenterology, Hospital Río-Hortega, Valladolid, Spain (P.D., H.N.)
| | - Adolfo Suárez
- Department of Gastroenterology, Hospital Central de Asturias, Oviedo, Spain (A.S., V.A.)
| | - María Pellisé
- Department of Gastroenterology, Hospital Clínic Barcelona, Barcelona, Spain (M.P., O.O.)
| | - Nereida Fernández
- Department of Gastroenterology, Hospital Álvaro Cunqueiro, Digestive Pathology Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain (L. de-C., N.F.)
| | - Sara Zarraquiños
- Department of Gastroenterology, Hospital Universitario de Ourense, Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Ourense, Spain (J.C., S.Z.)
| | - Henar Núñez-Rodríguez
- Department of Gastroenterology, Hospital Río-Hortega, Valladolid, Spain (P.D., H.N.)
| | | | - Oswaldo Ortiz
- Department of Gastroenterology, Hospital Clínic Barcelona, Barcelona, Spain (M.P., O.O.)
| | - Noelia Sala-Miquel
- Department of Gastroenterology, Hospital General Universitario Dr. Balmis, Servicio de Medicina Digestiva, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Spain (C.M., N.S.)
| | - Pedro Zapater
- Hospital General Universitario Dr. Balmis, Clinical Pharmacology Department, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Departamento de Farmacología, Universidad Miguel Hernández, Alicante, CIBERehd, Spain (P.Z.)
| | - Rodrigo Jover
- Department of Gastroenterology, Hospital General Universitario Dr. Balmis, Servicio de Medicina Digestiva, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Departamento de Medicina Clínica, Universidad Miguel Hernández, Alicante, Spain (R.J.)
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Tinmouth J, Dubé C. Dressing Up an Old Friend in New Clothes: A New Approach to Measuring Adenoma Detection Rate. Gastroenterology 2023; 165:534-535. [PMID: 37419423 DOI: 10.1053/j.gastro.2023.06.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/09/2023]
Affiliation(s)
- Jill Tinmouth
- Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Ontario Health, Toronto, Ontario, Canada.
| | - Catherine Dubé
- Department of Medicine, The Ottawa Hospital, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada; Ontario Health, Toronto, Ontario, Canada
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Corley DA, Jensen CD, Chubak J, Schottinger JE, Halm EA, Udaltsova N. Evaluating Different Approaches for Calculating Adenoma Detection Rate: Is Screening Colonoscopy the Gold Standard? Gastroenterology 2023; 165:784-787.e4. [PMID: 37263304 PMCID: PMC10529997 DOI: 10.1053/j.gastro.2023.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 04/26/2023] [Accepted: 05/08/2023] [Indexed: 06/03/2023]
Affiliation(s)
- Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, California.
| | - Christopher D Jensen
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Jessica Chubak
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, Washington
| | | | - Ethan A Halm
- Rutgers Biological Health Sciences, Rutgers University, New Brunswick, New Jersey
| | - Natalia Udaltsova
- Division of Research, Kaiser Permanente Northern California, Oakland, California
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Spadaccini M, Schilirò A, Sharma P, Repici A, Hassan C, Voza A. Adenoma detection rate in colonoscopy: how can it be improved? Expert Rev Gastroenterol Hepatol 2023; 17:1089-1099. [PMID: 37869781 DOI: 10.1080/17474124.2023.2273990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 10/18/2023] [Indexed: 10/24/2023]
Abstract
INTRODUCTION The introduction of widespread colonoscopy screening programs has helped in decreasing the incidence of Colorectal Cancer (CRC). However, 'back-to-back' colonoscopies revealed relevant percentage of missed adenomas. Quality indicators were created to further homogenize detection performances and decrease the incidence of post-colonoscopy CRC. Among them, the Adenoma Detection Rate (ADR), defined as the percentage obtained by dividing the number of endoscopic procedures in which at least one adenoma was resected, by the total number of procedures, was found to be inversely associated with the risks of interval colorectal cancer, advanced-stage interval cancer, and fatal interval cancer. AREAS COVERED In this paper, we performed a comprehensive review of the literature focusing on promising new devices and technologies, which are meant to positively affect the endoscopist performance in detecting adenomas, therefore increasing ADR. EXPERT OPINION Considering the current knowledge, although several devices and technologies have been proposed with this intent, the recent implementation of AI ranked over all of the other strategies and it is likely to become the new standard within few years. However, the combination of different device/technologies need to be investigated in the future aiming at even further increasing of endoscopist detection performances.
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Affiliation(s)
- Marco Spadaccini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Alessandro Schilirò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | | | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Humanitas Clinical and Research Center -IRCCS-, Endoscopy Unit, Rozzano, Italy
| | - Antonio Voza
- Humanitas Clinical and Research Center -IRCCS-, Emergency Department, Rozzano, Italy
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Artificial Intelligence-Aided Endoscopy and Colorectal Cancer Screening. Diagnostics (Basel) 2023; 13:diagnostics13061102. [PMID: 36980409 PMCID: PMC10047293 DOI: 10.3390/diagnostics13061102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 02/19/2023] [Accepted: 03/11/2023] [Indexed: 03/17/2023] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer worldwide, with the highest incidence reported in high-income countries. However, because of the slow progression of neoplastic precursors, along with the opportunity for their endoscopic detection and resection, a well-designed endoscopic screening program is expected to strongly decrease colorectal cancer incidence and mortality. In this regard, quality of colonoscopy has been clearly related with the risk of post-colonoscopy colorectal cancer. Recently, the development of artificial intelligence (AI) applications in the medical field has been growing in interest. Through machine learning processes, and, more recently, deep learning, if a very high numbers of learning samples are available, AI systems may automatically extract specific features from endoscopic images/videos without human intervention, helping the endoscopists in different aspects of their daily practice. The aim of this review is to summarize the current knowledge on AI-aided endoscopy, and to outline its potential role in colorectal cancer prevention.
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21
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Zimmermann-Fraedrich K, Rösch T. Artificial intelligence and the push for small adenomas: all we need? Endoscopy 2023; 55:320-323. [PMID: 36882088 DOI: 10.1055/a-2038-7078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Affiliation(s)
| | - Thomas Rösch
- Department of Interdisciplinary Endoscopy University Hospital Hamburg-Eppendorf, Hamburg, Germany
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22
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Zorzi M, Antonelli G, Barbiellini Amidei C, Battagello J, Germanà B, Valiante F, Benvenuti S, Tringali A, Bortoluzzi F, Cervellin E, Giacomin D, Meggiato T, Rosa-Rizzotto E, Fregonese D, Dinca M, Baldassarre G, Scalon P, Pantalena M, Milan L, Bulighin G, Di Piramo D, Azzurro M, Gabbrielli A, Repici A, Rex DK, Rugge M, Hassan C, Giacomin A, Buda A, Costa D, Checchin D, Marin R, Patarnello E, Ceriani A, Guido E, Bertomoro P, Merlini N, Murer F, Ntakirutimana E, Benazzato L, Bellocchi MCC. Adenoma Detection Rate and Colorectal Cancer Risk in Fecal Immunochemical Test Screening Programs : An Observational Cohort Study. Ann Intern Med 2023; 176:303-310. [PMID: 36802754 DOI: 10.7326/m22-1008] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) screening programs based on fecal immunochemical tests (FITs) represent the standard of care for population-based interventions. Their benefit depends on the identification of neoplasia at colonoscopy after FIT positivity. Colonoscopy quality measured by adenoma detection rate (ADR) may affect screening program effectiveness. OBJECTIVE To examine the association between ADR and postcolonoscopy CRC (PCCRC) risk in a FIT-based screening program. DESIGN Retrospective population-based cohort study. SETTING Fecal immunochemical test-based CRC screening program between 2003 and 2021 in northeastern Italy. PATIENTS All patients with a positive FIT result who had a colonoscopy were included. MEASUREMENTS The regional cancer registry supplied information on any PCCRC diagnosed between 6 months and 10 years after colonoscopy. Endoscopists' ADR was categorized into 5 groups (20% to 39.9%, 40% to 44.9%, 45% to 49.9%, 50% to 54.9%, and 55% to 70%). To examine the association of ADR with PCCRC incidence risk, Cox regression models were fitted to estimate hazard ratios (HRs) and 95% CIs. RESULTS Of the 110 109 initial colonoscopies, 49 626 colonoscopies done by 113 endoscopists between 2012 and 2017 were included. After 328 778 person-years follow-up, 277 cases of PCCRC were diagnosed. Mean ADR was 48.3% (range, 23% and 70%). Incidence rates of PCCRC from lowest to highest ADR group were 13.13, 10.61, 7.60, 6.01, and 5.78 per 10 000 person-years. There was a significant inverse association between ADR and PCCRC incidence risk, with a 2.35-fold risk increase (95% CI, 1.63 to 3.38) in the lowest group compared with the highest. The adjusted HR for PCCRC associated with 1% increase in ADR was 0.96 (CI, 0.95 to 0.98). LIMITATION Adenoma detection rate is partly determined by FIT positivity cutoff; exact values may vary in different settings. CONCLUSION In a FIT-based screening program, ADR is inversely associated with PCCRC incidence risk, mandating appropriate colonoscopy quality monitoring in this setting. Increasing endoscopists' ADR may significantly reduce PCCRC risk. PRIMARY FUNDING SOURCE None.
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Affiliation(s)
- Manuel Zorzi
- Veneto Tumor Registry, Azienda Zero, Padova, Italy (M.Z., C.B.A., J.B.)
| | - Giulio Antonelli
- Department of Anatomical, Histological, Forensic Medicine and Orthopedics Sciences, "Sapienza" University of Rome, and Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli Hospital, Ariccia, Rome, Italy (G.A.)
| | | | | | - Bastianello Germanà
- Gastroenterology and Digestive Endoscopy Unit, San Martino Hospital, ULSS 1 Dolomiti, Belluno, Italy (B.G.)
| | - Flavio Valiante
- Gastroenterology and Digestive Endoscopy Unit, Santa Maria del Prato Hospital, ULSS 1 Dolomiti, Feltre (BL), Italy (F.V.)
| | - Stefano Benvenuti
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 2 Marca Trevigiana, Treviso, Italy (S.B.)
| | - Alberto Tringali
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 2 Marca Trevigiana, Conegliano (TV), Italy (A.T.)
| | - Francesco Bortoluzzi
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 3 Serenissima, Venezia, Italy (F.B.)
| | - Erica Cervellin
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 3 Serenissima, Dolo (VE), Italy (E.C.)
| | - Davide Giacomin
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 4 Veneto Orientale, San Donà di Piave (VE), Italy (D.G.)
| | - Tamara Meggiato
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 5 Rovigo, Italy (T.M.)
| | - Erik Rosa-Rizzotto
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 6 Euganea, Padova, Italy (E.R.-R.)
| | - Diego Fregonese
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 6 Euganea, Camposampiero, Italy (D.F.)
| | - Manuela Dinca
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 6 Euganea, Monselice, Italy (M.D.)
| | - Gianluca Baldassarre
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 7 Pedemontana, Santorso, Italy (G.B.)
| | - Paola Scalon
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 7 Pedemontana, Bassano del Grappa, Italy (P.S.)
| | - Maurizio Pantalena
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 8 Berica, Arzignano, Italy (M.P.)
| | - Luisa Milan
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 8 Berica, Vicenza, Italy (L.M.)
| | - Gianmarco Bulighin
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 9 Scaligera, San Bonifacio, Italy (G.B.)
| | - Daniele Di Piramo
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 9 Scaligera, Villafranca, Italy (D. Di P.)
| | - Maurizio Azzurro
- Gastroenterology and Digestive Endoscopy Unit, Azienda ULSS 9 Scaligera, Legnago, Italy (M.A.)
| | - Armando Gabbrielli
- Gastroenterology and Digestive Endoscopy Unit, Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy (A.G.)
| | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy, and IRCCS Humanitas Research Hospital, Endoscopy Unit, Rozzano, Milan, Italy (A.R., C.H.)
| | - Douglas K Rex
- Division of Gastroenterology/Hepatology, Indiana University School of Medicine, Indianapolis, Indiana (D.K.R.)
| | - Massimo Rugge
- Veneto Tumor Registry, Azienda Zero, and Department of Medicine DIMED Pathology and Cytopathology Unit, University of Padova, Padova, Italy (M.R.)
| | - Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy, and IRCCS Humanitas Research Hospital, Endoscopy Unit, Rozzano, Milan, Italy (A.R., C.H.)
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Ang TL, Jao-Yiu Sung J. Harnessing the potential of artificial intelligence-assisted colonoscopy to reduce the risk of post-colonoscopy interval colorectal cancer. J Gastroenterol Hepatol 2023; 38:157-158. [PMID: 36751949 DOI: 10.1111/jgh.16135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Affiliation(s)
- Tiing Leong Ang
- Department of Gastroenterology and Hepatology, Changi General Hospital, Singapore, Singapore.,SingHealth, Duke-NUS Medical School, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Joseph Jao-Yiu Sung
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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