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Kerbage A, Souaid T, Singh K, Burke CA. Taking the Guess Work Out of Endoscopic Polyp Measurement: From Traditional Methods to AI. J Clin Gastroenterol 2025:00004836-990000000-00427. [PMID: 39998964 DOI: 10.1097/mcg.0000000000002161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 02/07/2025] [Indexed: 02/27/2025]
Abstract
Colonoscopy is a crucial tool for evaluating lower gastrointestinal disease, monitoring high-risk patients for colorectal neoplasia, and screening for colorectal cancer. In the United States, over 14 million colonoscopies are performed annually, with a significant portion dedicated to post-polypectomy follow-up. Accurate measurement of colorectal polyp size during colonoscopy is essential, as it influences patient management, including the determination of surveillance intervals, resection strategies, and the assessment of malignancy risk. Despite its importance, many endoscopists typically rely on visual estimation alone, which is often imprecise due to technological and human biases, frequently leading to overestimations of polyp size and unnecessarily shortened surveillance intervals. To address these challenges, multiple tools and technologies have been developed to enhance the accuracy of polyp size estimation. The review examines the evolution of polyp measurement techniques, ranging from through-the-scope tools to computer-based and artificial intelligence-assisted technologies.
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Affiliation(s)
| | - Tarek Souaid
- Department of Internal Medicine, Cleveland Clinic
| | | | - Carol A Burke
- Department of Gastroenterology, Hepatology and Nutrition, Cleveland Clinic
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Djinbachian R, Taghiakbari M, Alj A, Medawar E, Sidani S, Liu Chen Kiow J, Panzini B, Bouin M, von Renteln D. Virtual scale endoscope versus snares for accuracy of size measurement of smaller colorectal polyps: a randomized controlled trial. Endoscopy 2025. [PMID: 39557063 DOI: 10.1055/a-2475-0244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2024]
Abstract
Accurate measurement of polyp size during colonoscopy is crucial for informing clinical decisions such as resection technique and surveillance scheduling. This study aimed to compare the accuracy of polyp size measurement when using a virtual scale endoscope (VSE) or snare-based polyp size measurement.This randomized controlled trial enrolled 221 patients undergoing screening, surveillance, or diagnostic outpatient colonoscopies. Study subjects were randomized to have polyps detected during the colonoscopy measured for size either using the VSE or a snare of known size to estimate the size of each polyp. All polyps were measured for reference size directly after their removal from the colon using a digital caliper and before formalin fixation.93 polyps were included in the VSE group and 102 in the snare group. The VSE demonstrated significantly higher relative accuracy (80.0% [95%CI 77.0%-82.9%]) compared with snare-based size estimation (66.4% [95%CI 62.4%-70.5%]; P < 0.001). Misclassification rates were lower with the VSE for polyps >2 mm (13.1% vs. 39.3%) and >3 mm (22.6% vs. 55.4%). For diminutive polyps, the VSE better prevented misclassification of >5 mm polyps as 1-5 mm (21.4% vs. 73.0%). The VSE also outperformed snare-based estimation in measuring within 10% of the reference standard size (30.1% vs. 18.6%) and had lower rates of size underestimation (36.5% vs. 65.7%).Using the VSE improves the accuracy of polyp size measurement during colonoscopy in comparison with snare-based size estimation. In clinical scenarios, the VSE reduced misclassifications at clinically relevant size thresholds 2, 3, and 5 mm, which is relevant for the correct choice of polypectomy technique or when implementing resect-and-discard strategies.
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Affiliation(s)
- Roupen Djinbachian
- Gastroenterology, Centre de recherche du CHUM, Montreal, Canada
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
| | - Mahsa Taghiakbari
- Gastroenterology, Centre de recherche du CHUM, Montreal, Canada
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
| | - Abla Alj
- Internal Medicine, Centre de recherche du CHUM, Montreal, Canada
| | - Edgard Medawar
- Gastroenterology, Centre de recherche du CHUM, Montreal, Canada
| | - Sacha Sidani
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
| | - Jeremy Liu Chen Kiow
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
| | - Benoit Panzini
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
| | - Mickael Bouin
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
| | - Daniel von Renteln
- Gastroenterology, Centre de recherche du CHUM, Montreal, Canada
- Gastroenterology, Centre Hospitalier de l'Universite de Montreal, Montreal, Canada
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Popescu Crainic I, Djinbachian R, Rex DK, Barkun A, Shaukat A, East J, Hassan C, Mori Y, Pohl H, Rastogi A, Sharma P, Anderson JC, Taghiakbari M, Medawar E, von Renteln D. Expert endoscopist assessment of colorectal polyp size using virtual scale endoscopy, visual or snare-based estimation: a prospective video-based study. Scand J Gastroenterol 2024; 59:608-614. [PMID: 38333956 DOI: 10.1080/00365521.2024.2308519] [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: 11/20/2023] [Revised: 12/30/2023] [Accepted: 01/15/2024] [Indexed: 02/10/2024]
Abstract
BACKGROUND AND AIMS Accurate polyp size estimation during colonoscopy has an impact on clinical decision-making. A laser-based virtual scale endoscope (VSE) is available to allow measuring polyp size using a virtual adaptive scale. This study evaluates video-based polyp size measurement accuracy among expert endoscopists using either VSE or visual assessment (VA) with either snare as reference size or without any reference size information. METHODS A prospective, video-based study was conducted with 10 expert endoscopists. Video sequences from 90 polyps with known reference size (fresh specimen measured using calipers) were distributed on three different slide sets so that each slide set showed the same polyp only once with either VSE, VA or snare-based information. A slide set was randomly assigned to each endoscopist. Endoscopists were asked to provide size estimation based on video review. RESULTS Relative accuracies for VSE, VA, and snare-based estimation were 75.1% (95% CI [71.6-78.5]), 65.0% (95% CI [59.5-70.4]) and 62.0% (95% CI [54.8-69.0]), respectively. VSE yielded significantly higher relative accuracy compared to VA (p = 0.002) and to snare (p = 0.001). A significantly lower percentage of polyps 1-5 mm were misclassified as >5 mm using VSE versus VA and snare (6.52% vs. 19.6% and 17.5%, p = 0.004) and a significantly lower percentage of polyps >5 mm were misclassified as 1-5 mm using VSE versus VA and snare (11.4% vs. 31.9% and 14.9%, p = 0.038). CONCLUSIONS Endoscopists estimate polyp size with the highest accuracy when virtual adaptive scale information is displayed. Using a snare to assist sizing did not improve measurement accuracy compared to displaying visual information alone.
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Affiliation(s)
- Ioana Popescu Crainic
- Division of Gastroenterology, Montreal University Hospital Research Center, Montreal, Québec, Canada
| | - Roupen Djinbachian
- Division of Gastroenterology, Montreal University Hospital Research Center, Montreal, Québec, Canada
- Division of Gastroenterology, Montreal University Hospital Center (CHUM), Montreal, Québec, Canada
| | - Douglas K Rex
- Division of Gastroenterology and Hepatology, IN University Medical Center, Indianapolis, Indiana, USA
| | - Alan Barkun
- Division of Gastroenterology, McGill University Health Centre (MUHC), Montreal, Québec, Canada
| | - Aasma Shaukat
- Division of Gastroenterology and Hepatology, NYU Grossman School of Medicine, New York City, New York, USA
| | - James East
- Translational Gastroenterology Unit, John Radcliffe Hospital, University of Oxford, and Oxford NIHR Biomedical Research Centre, Oxford, UK
- Division of Gastroenterology and Hepatology, Mayo Clinic Healthcare, London, UK
| | - Cesare Hassan
- Division of Gastroenterology, Regina Margherita Hospital, Rome, Italy
| | - Yuichi Mori
- Division of Gastroenterology, Oslo University Hospital, Oslo, Norway
| | - Heiko Pohl
- Division of Gastroenterology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
- Division of Gastroenterology, White River Junction Veteran Affairs Medical Center, White River Junction, Vermont, USA
| | - Amit Rastogi
- Division of Gastroenterology, University of KS School of Medicine, Kansas City, Kansas, USA
| | - Prateek Sharma
- Division of Gastroenterology, University of KS School of Medicine, Kansas City, Kansas, USA
- Division of Gastroenterology, Veterans Affairs Medical Center, Kansas City, Missouri, USA
| | - Joseph C Anderson
- Division of Gastroenterology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Mahsa Taghiakbari
- Division of Gastroenterology, Montreal University Hospital Research Center, Montreal, Québec, Canada
| | - Edgard Medawar
- Division of Gastroenterology, Montreal University Hospital Research Center, Montreal, Québec, Canada
| | - Daniel von Renteln
- Division of Gastroenterology, Montreal University Hospital Research Center, Montreal, Québec, Canada
- Division of Gastroenterology, Montreal University Hospital Center (CHUM), Montreal, Québec, Canada
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Zhao Y, Pan X, Chen Y, Tan Y, Liu D. Lesion size affects the risk of technical difficulty in gastric endoscopic submucosal dissection. Sci Rep 2024; 14:1526. [PMID: 38233438 PMCID: PMC10794234 DOI: 10.1038/s41598-024-52150-z] [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: 11/22/2023] [Accepted: 01/15/2024] [Indexed: 01/19/2024] Open
Abstract
Current evidence shows an inter-country inconsistency in the effect of lesion size on the technical difficulty of gastric endoscopic submucosal dissection (ESD). We aimed to evaluate the specific correlation and quantify the ensuing risks. This retrospective study consisted of 405 ESD cases with gastric single lesion from April 2015 to April 2023. The correlation and risk prediction of lesion size with technical difficulty was explored to provide further clinical evidence. An additive generalized model and recursive algorithm were used to describe the non-linear association, and a linear two-piece regression was constructed to analyze the inflection point. Subgroup analysis and interaction were used to explore intergroup characteristics. Overall, difficult cases had larger lesion sizes, and the more significant the increase, the higher the risk of technical difficulty. In the full model, after adjusting for all covariates, each 1 mm, 3 mm, 5 mm, 7 mm, and one standard increase in lesion size increased the risk of technical difficulty by 8%, 26%, 42%, 72%, and 125%, respectively. There is a nonlinear positive correlation between lesion size and risk of technical difficulty, and the premeditated inflection point was 40 (mm) via two-piecewise linear regression and recursive algorithm. Subgroup analysis showed a stronger correlation between lesion size and difficult ESD in the upper site and submucosal fibrosis groups. Available evidence suggests that lesion size as a risk signal nonlinearly increases the technical difficulty of gastric ESD procedure, especially in cases of upper site and submucosal fibrosis, which deserves further investigation.
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Affiliation(s)
- Yuqi Zhao
- Department of Gastroenterology, Second Xiangya Hospital, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China
- Research Center of Digestive Disease, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China
- Clinical Research Center for Digestive Disease in Hunan Province, 139 Renmin Road, Changsha, 410011, Hunan Province, China
| | - Xiaogao Pan
- Department of Emergency Medicine, Second Xiangya Hospital, Central South University, Changsha, China
- Emergency Medicine and Difficult Diseases Institute, Central South University, Changsha, China
| | - Yihan Chen
- Department of Gastroenterology, Second Xiangya Hospital, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China
- Research Center of Digestive Disease, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China
- Clinical Research Center for Digestive Disease in Hunan Province, 139 Renmin Road, Changsha, 410011, Hunan Province, China
| | - Yuyong Tan
- Department of Gastroenterology, Second Xiangya Hospital, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China.
- Research Center of Digestive Disease, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China.
- Clinical Research Center for Digestive Disease in Hunan Province, 139 Renmin Road, Changsha, 410011, Hunan Province, China.
| | - Deliang Liu
- Department of Gastroenterology, Second Xiangya Hospital, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China.
- Research Center of Digestive Disease, Central South University, 139 Renmin Road, Changsha, 410011, Hunan Province, China.
- Clinical Research Center for Digestive Disease in Hunan Province, 139 Renmin Road, Changsha, 410011, Hunan Province, China.
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