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Moreels TG. How to implement adverse events as a quality indicator in gastrointestinal endoscopy. Dig Endosc 2024; 36:89-96. [PMID: 37485844 DOI: 10.1111/den.14641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 07/20/2023] [Indexed: 07/25/2023]
Abstract
Quality improvement through the registration of endoscopy-related adverse events (AEs) has been recognized by major international endoscopy societies as an important quality indicator. The theory behind this is easier to approve than its implementation in daily practice. The results of many valuable attempts have been published in the literature, mainly highlighting the diverse hurdles trying to capture events related to endoscopy and the sedation used for endoscopic procedures. The current review discusses the difficulties encountered attempting to register AEs and incidents related to endoscopic procedures. Government-driven and financed health-care databases with automated coupling of specific data seem the only efficient way to implement endoscopy-related AEs and outcomes on a prospective and complete basis. This will not only allow continuous confidential feedback to endoscopists in relation to the pooled national benchmark data, but also follow-up in time through data-driven credentialing aiming to progressively optimize these benchmark data.
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Affiliation(s)
- Tom G Moreels
- Department of Gastroenterology and Hepatology, University Hospital Saint-Luc, Brussels, Belgium
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Arora A, McDonald C, Guizzetti L, Iansavichene A, Brahmania M, Khanna N, Wilson A, Jairath V, Sey M. Endoscopy Unit Level Interventions to Improve Adenoma Detection Rate: A Systematic Review and Meta-Analysis. Clin Gastroenterol Hepatol 2023; 21:3238-3257. [PMID: 37080261 DOI: 10.1016/j.cgh.2023.03.049] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 03/22/2023] [Accepted: 03/29/2023] [Indexed: 04/22/2023]
Abstract
BACKGROUND & AIMS Adenoma detection rate (ADR) is inversely correlated with the risk of interval colon cancer and is a key target for quality improvement in endoscopy units. We conducted a systematic review and meta-analysis to identify and evaluate the effectiveness of interventions that can be implemented at the endoscopy unit level to improve ADRs. METHODS Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, a systematic search was conducted in MEDLINE, Embase, and Cochrane Central Register of Controlled Trials databases between January 1990 and December 2022 to identify relevant studies. Both randomized controlled trials and observational studies were eligible. Data for the primary outcome of ADR were analyzed and reported on the log-odds scale with 95% CIs using a random-effects meta-analysis model using the empiric Bayes estimator. RESULTS From 10,778 initial citations, 34 studies were included in the meta-analysis comprising 371,041 procedures and 1501 endoscopists. The provision of report cards (odds ratio [OR], 1.28; 95% CI, 1.13-1.45; P < .001) and the presence of an additional observer to identify polyps (OR, 1.25; 95% CI, 1.09-1.43; P = .002) were associated with significant increases in ADRs whereas multimodal interventions were borderline significant (OR, 1.18; 95% CI, 1.00-1.40; P = .05) and withdrawal time monitoring was not associated significantly with an increase in ADRs (OR, 1.35; 95% CI, 0.93-1.96; P = .11). CONCLUSIONS The provision of report cards and the presence of an additional observer to identify polyps are associated with improved ADRs and should be considered for implementation in endoscopy facilities.
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Affiliation(s)
- Anshul Arora
- Division of Gastroenterology, Western University, London, Ontario, Canada
| | - Cassandra McDonald
- Division of Gastroenterology, Western University, London, Ontario, Canada
| | | | - Alla Iansavichene
- Library Services, London Health Sciences Centre, London, Ontario, Canada
| | - Mayur Brahmania
- Division of Gastroenterology, Western University, London, Ontario, Canada; Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada
| | - Nitin Khanna
- Division of Gastroenterology, Western University, London, Ontario, Canada
| | - Aze Wilson
- Division of Gastroenterology, Western University, London, Ontario, Canada; Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada; Division of Clinical Pharmacology, Western University, London, Ontario, Canada; Department of Physiology and Pharmacology, Western University, London, Ontario, Canada
| | - Vipul Jairath
- Division of Gastroenterology, Western University, London, Ontario, Canada; Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada; Department of Epidemiology and Biostatistics, Western University, London, Ontario, Canada
| | - Michael Sey
- Division of Gastroenterology, Western University, London, Ontario, Canada; Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada.
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Xin L, Gao Y, Cheng Z, Wang T, Lin H, Pang Y, Sun C, Fu Z, Li Z, Ma X, Wang L. Utilization and quality assessment of digestive endoscopy in China: results from 5-year consecutive nationwide surveys. Chin Med J (Engl) 2022; 135:2003-2010. [PMID: 36070457 PMCID: PMC9746725 DOI: 10.1097/cm9.0000000000002366] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Worldwide, the volume and availability of digestive endoscopy have undergone dramatic development in recent years, with increasing attention on quality assurance. We investigated the utilization and quality of digestive endoscopy in China from 2015 to 2019 and developed a quantitative quality evaluation tool for medical institutions. METHODS We invited all tertiary/secondary hospitals in Chinese mainland to participate in the survey annually. The questionnaires included the personnel, annual volume, and quality indicators of endoscopy. An endoscopy quality index (EQI) was developed based on recorded quality indicators using principal component analysis to determine the relative weight. RESULTS From 2015 to 2019, 806, 1412, 2644, 2468, and 2541 hospitals were respectively enrolled in this study. The average annual volume of endoscopy increased from 12,445 to 16,206 (1.30-fold) and from 2938 to 4255 (1.45-fold) in tertiary and secondary hospitals, respectively. The most obvious growth was observed in diagnostic colonoscopy (1.44-fold for all hospitals after standardization). The proportion of early cancer among all esophageal and gastric cancers during diagnostic esophagogastroduodenoscopy increased from 12.3% (55,210/448,861) to 17.7% (85,429/482,647) and from 11.4% (69,411/608,866) to 16.9% (107,192/634,235), respectively. The adenoma detection rate of diagnostic colonoscopy increased from 14.9% (2,118,123/14,215,592) to 19.3% (3,943,203/20,431,104). The EQI model included 12 quality indicators, incorporating 64.9% (7.792/12) of the total variance into one comprehensive index. According to the EQI measurements, the quality of endoscopy was higher in tertiary hospitals and hospitals in developed areas with higher volume or more endoscopists than that in other hospitals. CONCLUSIONS Digestive endoscopy in China has developed considerably in recent years in terms of both volume and quality. The EQI is a promising tool to quantify the quality of endoscopy at different hospitals.
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Affiliation(s)
- Lei Xin
- Department of Gastroenterology, Digestive Endoscopy Center, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Ye Gao
- Graduate School, Naval Medical University, Shanghai 200433, China
| | - Zhiyuan Cheng
- Department of Gastroenterology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200240, China
| | - Tianjiao Wang
- National Digestive Endoscopy Improvement System, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Han Lin
- Department of Gastroenterology, Digestive Endoscopy Center, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Yanan Pang
- Department of Gastroenterology, Digestive Endoscopy Center, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Chang Sun
- Department of Gastroenterology, Digestive Endoscopy Center, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Zengjun Fu
- National Digestive Endoscopy Improvement System, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Zhaoshen Li
- Department of Gastroenterology, Digestive Endoscopy Center, Changhai Hospital, Naval Medical University, Shanghai 200433, China
- National Digestive Endoscopy Improvement System, Changhai Hospital, Naval Medical University, Shanghai 200433, China
| | - Xudong Ma
- Department of Medical Quality, Medical and Health Administration, National Health Commission of China, Beijing 100044, China
| | - Luowei Wang
- Department of Gastroenterology, Digestive Endoscopy Center, Changhai Hospital, Naval Medical University, Shanghai 200433, China
- National Digestive Endoscopy Improvement System, Changhai Hospital, Naval Medical University, Shanghai 200433, China
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Ohta K, Ikenaga M, Ueda M, Iede K, Tsuda Y, Nakashima S, Tanida T, Nojiri T, Matsuyama J, Endo S, Yamada T. Preoperative Oral-Bowel Preparation Using Sodium Picosulfate and Magnesium Citrate Combination Powder for Left-Sided Colorectal Cancer: A Prospective Study. Int Surg 2022; 106:67-74. [DOI: 10.9738/intsurg-d-20-00038.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2025] Open
Abstract
ObjectiveThis study aimed to determine if induction of sodium picosulfate and magnesium citrate (SPMC) preparation leads to adequate surgery for left-sided colorectal cancer (CRC).Summary of Background DataAdequate bowel cleansing is vital for safe and accurate colorectal surgery. Ingestion of laxatives for bowel cleansing may be associated with a broad spectrum of adverse effects during surgical intervention.MethodsA single-center prospective study was conducted with hospitalized patients scheduled operation for left-sided CRC. All enrolled patients were instructed to consume normal diet until before preparation. Twenty-seven patients underwent preoperative SPMC preparation.ResultsThe primary endpoint of this study was the 30-day postoperative morbidity rate, which was 23%, and no postoperative complication was higher than Clavien-Dindo grade 3. The primary anastomosis rate was 100%, and there was no anastomotic leakage. The colonic cleansing grades were 1 or 2 according to the bowel preparation scale for surgical assessment in 89% of the patients. The acceptability of the cleansing procedure by the patients assessed by a questionnaire was 85%, and the acceptability of the SPMC preparation by the medical staff was 93%. The surgical procedures included 18 laparoscopies, 6 robotic surgeries, and 3 laparotomies. The median operation time was 165 minutes, and the median blood loss was <50 cc. The median sodium serum concentration was significantly decreased after surgery.ConclusionIngestion of an SPMC preparation as a cleansing procedure was judged to be adequate for curative surgery in patients with left-sided colorectal cancer.
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Affiliation(s)
- Katsuya Ohta
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
- 2 Department of Gastroenterological Surgery, Kindai University, Nara Hospital, Ikoma, Japan
| | - Masakazu Ikenaga
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Masami Ueda
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Kiyotsugu Iede
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Yujiro Tsuda
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Shinsuke Nakashima
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Tsukasa Tanida
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Takashi Nojiri
- 3 Department of Thoracic Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Jin Matsuyama
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
| | - Shunji Endo
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
- 4 Department of Digestive Surgery, Kawasaki Medical School, Kurashiki, Japan
| | - Terumasa Yamada
- 1 Department of Gastroenterological Surgery, Higashiosaka City Medical Center, Higashiosaka, Japan
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Low DJ, Hong Z, Khan R, Bansal R, Gimpaya N, Grover SC. Automated detection of cecal intubation with variable bowel preparation using a deep convolutional neural network. Endosc Int Open 2021; 9:E1778-E1784. [PMID: 34790545 PMCID: PMC8589561 DOI: 10.1055/a-1546-8266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 06/04/2021] [Indexed: 12/15/2022] Open
Abstract
Background and study aims Colonoscopy completion reduces post-colonoscopy colorectal cancer. As a result, there have been attempts at implementing artificial intelligence to automate the detection of the appendiceal orifice (AO) for quality assurance. However, the utilization of these algorithms has not been demonstrated in suboptimal conditions, including variable bowel preparation. We present an automated computer-assisted method using a deep convolutional neural network to detect the AO irrespective of bowel preparation. Methods A total of 13,222 images (6,663 AO and 1,322 non-AO) were extracted from 35 colonoscopy videos recorded between 2015 and 2018. The images were labelled with Boston Bowel Preparation Scale scores. A total of 11,900 images were used for training/validation and 1,322 for testing. We developed a convolutional neural network (CNN) with a DenseNet architecture pre-trained on ImageNet as a feature extractor on our data and trained a classifier uniquely tailored for identification of AO and non-AO images using binary cross entropy loss. Results The deep convolutional neural network was able to correctly classify the AO and non-AO images with an accuracy of 94 %. The area under the receiver operating curve of this neural network was 0.98. The sensitivity, specificity, positive predictive value, and negative predictive value of the algorithm were 0.96, 0.92, 0.92 and 0.96, respectively. AO detection was > 95 % regardless of BBPS scores, while non-AO detection improved from BBPS 1 score (83.95 %) to BBPS 3 score (98.28 %). Conclusions A deep convolutional neural network was created demonstrating excellent discrimination between AO from non-AO images despite variable bowel preparation. This algorithm will require further testing to ascertain its effectiveness in real-time colonoscopy.
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Affiliation(s)
| | | | - Rishad Khan
- St. Michael's Hospital, University of Toronto
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