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Pilot evaluation of a novel, automated ergonomics assessment tool
El Kurdi, Bara; Babar, Sumbal; Soroush, Ali; Bapaye, Jay; Wasserman, Reid D; Echavarria, Juan; Shahab, Omer; Locke, Cameron; Yang, Jamie; Koachman, Michael; Mönkemüller, Klaus; Shaukat, Aasma
BACKGROUND AND STUDY AIMS/UNASSIGNED:Gastroenterologists are prone to endoscopy-related musculoskeletal injuries (ERI). Current interventions lack real-time monitoring and feedback. ErgoGenius, a novel artificial intelligence computer-vision tool, addresses this gap by providing continuous posture assessment and feedback without wearable motion trackers. The aim of this study was to determine the feasibility of ErgoGenius, its accuracy compared with human appraisers, and its ability to detect abnormal posture. METHODS/UNASSIGNED:-test was used to compare REBA scores between bed positions. RESULTS/UNASSIGNED:= 0.006). CONCLUSIONS/UNASSIGNED:ErgoGenius was successfully deployed to detect abnormal postures related to changes in bed position and quantify ERI risk. It performed at par with human appraisers. This tool shows promise in enhancing ergonomic practices among gastroenterologists and trainees, potentially leading to better health outcomes and reduced injury.
PMCID:12080516
PMID: 40376029
ISSN: 2364-3722
CID: 5844692
Disparity in Access to Physicians With High Adenoma Detection Rates
Adenusi, Adedeji; Meng, Xucong; Bilal, Mohammad; Gross, Seth; Pochapin, Mark; Shaukat, Aasma
PMCID:12148723
PMID: 40496702
ISSN: 2772-5723
CID: 5869222
Risk of malnutrition increases in the year prior to surgery among patients with inflammatory bowel disease
Chaudhary, Vasantham; Chung, Frank R; Delau, Olivia; Dane, Bari; Levine, Irving; Meng, Xucong; Chodosh, Joshua; da Luz Moreira, Andre; Simon, Jessica N; Axelrad, Jordan E; Katz, Seymour; Dodson, John; Shaukat, Aasma; Faye, Adam S
BACKGROUND/UNASSIGNED:In patients with inflammatory bowel disease (IBD) who need intestinal resection, prior data suggest that earlier surgical intervention may be associated with improved outcomes. However, surgery is often deferred for additional trials of advanced therapies, which potentially shifts patients from a fit to a frail preoperative state. OBJECTIVES/UNASSIGNED:This study aimed to evaluate clinical changes that occur in the year prior to intestinal resection in patients with IBD. DESIGN/UNASSIGNED:Retrospective cohort study. METHODS/UNASSIGNED:This was a multi-hospital retrospective study of patients ⩾18 years old who underwent initial IBD-related intestinal resection between January 1, 2018 and May 31, 2023. Clinical characteristics and radiographical skeletal muscle mass were compared using the Wilcoxon Signed-Rank test for continuous variables and McNemar's test for categorical variables. RESULTS/UNASSIGNED: = 0.06). CONCLUSION/UNASSIGNED:In the 6-12 months prior to an IBD-related intestinal resection, as compared to the month prior, individuals were less likely to be malnourished, have an infection, or need hospitalization for IBD. This suggests that minimizing delays to surgery may lead to improved outcomes.
PMCID:12365438
PMID: 40842457
ISSN: 1756-283x
CID: 5909332
Proximal polyps are associated with higher incidence of colorectal cancer: Analysis of the Minnesota Colon Cancer Control Study
Goffredo, Paolo; Troester, Alexander; Wolf, Jack M; Rudser, Kyle; Church, Timothy R; Shaukat, Aasma
BACKGROUND:Despite reports indicating that polyps proximal to the splenic flexure have higher rates of metachronous colorectal adenocarcinoma (CRC), the role of adenoma location on surveillance recommendations remains unclear. This study aimed to analyze the association between index polyp location and post-colonoscopy CRC among participants of the Minnesota Colon Cancer Control Study (MCCCS). METHODS:The MCCCS randomized 46,551 patients 50-80 years to usual care, annual, or biennial screening with fecal occult-blood testing (FOBT). Screening was performed between 1976-1992. Positive FOBT was followed by colonoscopy. We analyzed participants whose colonoscopy revealed at least one adenoma. Patients were divided into those with at least one lesion proximal to the splenic flexure and those without. RESULTS:Of 2,295 patients, 815 had proximal adenomas. The majority were men; mean age =62 years at randomization, and 69 years at index polyp. There was a high rate of advanced adenomas: 44% ≥1 polyp ≥1 cm, 35% with villous histology, and 5% high grade dysplasia. At 20 years, 87 patients had a CRC diagnosis, and the estimated cumulative incidence of CRC was 4.3%. Proximal adenomas had a higher risk of developing a post-colonoscopy CRC (SHR=1.63, 95% CI=1.05-2.53, P=0.03), which was attenuated after adjusting for polyp multiplicity in sensitivity analyses (SHR=1.56, 95% CI=0.96-2.53, P=0.07). CONCLUSION/CONCLUSIONS:Although patients with proximal adenomas were found to have higher hazards of post-colonoscopy CRC, adjusting for polyp multiplicity attenuated the strength of association. Further research is warranted to determine whether polyp location should be factored in the determination of appropriate surveillance intervals.
PMID: 39688958
ISSN: 1572-0241
CID: 5764382
Risk Factors for Serrated Polyps: Results From a Large, Multicenter Colonoscopy-Based Study
Crockett, Seth D; Shaukat, Aasma; Delau, Olivia; Stoffel, Elena M; Church, Timothy R; Syngal, Sapna; Bresalier, Robert
INTRODUCTION/BACKGROUND:Risk factors for serrated polyps (SPs) are not well understood. METHODS:Multivariable analyses of data from a multicenter colonoscopy-based study estimated odds ratios for having either a sessile serrated lesion or traditional serrated adenoma according to participant characteristics. RESULTS:Six thousand seventy-eighty participants were included in the analyses (565 with either a sessile serrated lesion or traditional serrated adenoma). White race was associated with a higher risk of SPs compared with Black race (adjusted odds ratio 4.64, 95% confidence interval 1.89-11.41). Obesity and current smoking were also associated with a higher risk of SPs. DISCUSSION/CONCLUSIONS:White race, smoking, and obesity are risk factors for precancerous SPs.
PMID: 39382983
ISSN: 1572-0241
CID: 5706132
Pathology-Driven Automation to Improve Updating Documented Follow-Up Recommendations in the Electronic Health Record After Colonoscopy
Stevens, Elizabeth R; Nagler, Arielle; Monina, Casey; Kwon, JaeEun; Olesen Wickline, Amanda; Kalkut, Gary; Ranson, David; Gross, Seth A; Shaukat, Aasma; Szerencsy, Adam
INTRODUCTION/BACKGROUND:Failure to document colonoscopy follow-up needs postpolypectomy can lead to delayed detection of colorectal cancer (CRC). Automating the update of a unified follow-up date in the electronic health record (EHR) may increase the number of patients with guideline-concordant CRC follow-up screening. METHODS:Prospective pre-post design study of an automated rules engine-based tool using colonoscopy pathology results to automate updates to documented CRC screening due dates was performed as an operational initiative, deployed enterprise-wide May 2023. Participants were aged 45-75 years who received a colonoscopy November 2022 to November 2023. Primary outcome measure is rate of updates to screening due dates and proportion with recommended follow-up < 10 years. Multivariable log-binomial regression was performed (relative risk, 95% confidence intervals). RESULTS:Study population included 9,824 standard care and 19,340 intervention patients. Patients had a mean age of 58.6 ± 8.6 years and were 53.4% female, 69.6% non-Hispanic White, 13.5% non-Hispanic Black, 6.5% Asian, and 4.6% Hispanic. Postintervention, 46.7% of follow-up recommendations were updated by the rules engine. The proportion of patients with a 10-year default follow-up frequency significantly decreased (88.7%-42.8%, P < 0.001). The mean follow-up frequency decreased by 1.9 years (9.3-7.4 years, P < 0.001). Overall likelihood of an updated follow-up date significantly increased (relative risk 5.62, 95% confidence intervals: 5.30-5.95, P < 0.001). DISCUSSION/CONCLUSIONS:An automated rules engine-based tool has the potential to increase the accuracy of colonoscopy follow-up dates recorded in patient EHR. The results emphasize the opportunity for more automated and integrated solutions for updating and maintaining EHR health maintenance activities.
PMID: 39665587
ISSN: 2155-384x
CID: 5762892
Patient and procedural factors associated with true histology rates in patients undergoing colonoscopy with computer-aided detection of polyps
Shaukat, Aasma; Lichtenstein, David R; Chung, Daniel C; Seidl, Caitlyn; Wang, Yeli; Navajas, Emma E; Colucci, Daniel R; Baxi, Shrujal; Brugge, William R
BACKGROUND AND AIMS/OBJECTIVE:Computer-aided detection (CADe) devices have been shown to increase adenoma detection rates and adenomas per colonoscopy compared to standard colonoscopies. Questions remain about whether CADe colonoscopies are mainly increasing the detection of small, nonneoplastic lesions or if they are detecting more pathologically meaningful polyps. In this analysis, we compare the true histology rate (defined as polyps with confirmation of clinically relevant histopathology) of CADe-identified polyps with polyps identified during standard colonoscopies. METHODS:Using data from the SKOUT trial, we compared the true histology rate (THR) between CADe and standard colonoscopies. We also conducted a subgroup analysis by patient, procedural, and endoscopist factors. To account for multiple testing of comparisons, we used the false discovery rate. RESULTS:A total of 1423 participants were included (CADe, n = 714; standard, n = 709). Overall, THR was similar between the CADe and standard colonoscopy arms for adenomas, sessile serrated lesions, and large hyperplastic polyps. Higher THR with CADe colonoscopy was observed in some subgroups for adenomas. Endoscopists with 11 to 20 years of experience and procedures occurring after 12 pm had significantly higher adenoma THRs in the CADe cohort. Patients younger than 65 years, male patients, and procedures with a withdrawal time of ≥8 minutes had borderline significance in the CADe device adenoma THR subgroup. CONCLUSIONS:CADe colonoscopies may hold the key to improving endoscopic quality measures, provided that the polyps identified by the CADe device are those of clinical relevance. Although the benefit and significance in the CADe group were demonstrated in this analysis, further research is warranted to ensure that the true histology is maintained when applied in real-world applications.
PMID: 38964478
ISSN: 1097-6779
CID: 5732822
Multilevel Intervention and Outreach for Colorectal Cancer Screening
Shaukat, Aasma
PMID: 39585702
ISSN: 2574-3805
CID: 5779842
Cold snare polypectomy versus cold endoscopic mucosal resection for small colorectal polyps: a meta-analysis of randomized controlled trials
Moond, Vishali; Loganathan, Priyadarshini; Malik, Sheza; Dahiya, Dushyant Singh; Mohan, Babu P; Ramai, Daryl; McGinnis, Michele; Madhu, Deepak; Bilal, Mohammad; Shaukat, Aasma; Chandan, Saurabh
BACKGROUND/AIMS/UNASSIGNED:Cold snare polypectomy (CSP) is routinely performed for small colorectal polyps (≤10 mm). However, challenges include insufficient resection depth and immediate bleeding, hindering precise pathological evaluation. We aimed to compare the outcomes of cold endoscopic mucosal resection (CEMR) with that of CSP for colorectal polyps ≤10 mm, using data from randomized controlled trials (RCTs). METHODS/UNASSIGNED:Multiple databases were searched in December 2023 for RCTs reporting outcomes of CSP versus CEMR for colorectal polyps ≤10 mm in size. Our primary outcomes were rates of complete and en-bloc resections, while our secondary outcomes were total resection time (seconds) and adverse events, including immediate bleeding, delayed bleeding, and perforation. RESULTS/UNASSIGNED:The complete resection rates did not significantly differ (CSP, 91.8% vs. CEMR 94.6%), nor did the rates of en-bloc resection (CSP, 98.9% vs. CEMR, 98.3%) or incomplete resection (CSP, 6.7% vs. CEMR, 4.8%). Adverse event rates were similarly insignificant in variance. However, CEMR had a notably longer mean resection time (133.51 vs. 91.30 seconds). CONCLUSIONS/UNASSIGNED:Our meta-analysis of seven RCTs showed that while both CSP and CEMR are equally safe and effective for resecting small (≤10 mm) colorectal polyps, the latter is associated with a longer resection time.
PMID: 39188119
ISSN: 2234-2400
CID: 5729592
Reply [Letter]
Wilson, Natalie; Bilal, Mohammad; Shaukat, Aasma
PMID: 39098510
ISSN: 1528-0012
CID: 5730422