Faculty Bibliography

Over the past year, the emergence of state-of-the-art large language models (LLMs) in tools like ChatGPT has ushered in a rapid acceleration in artificial intelligence (AI) innovation. These powerful AI models can generate tailored and high-quality text responses to instructions and questions without the need for labor-intensive task-specific training data or complex software engineering. As the technology continues to mature, LLMs hold immense potential for transforming clinical workflows, enhancing patient outcomes, improving medical education, and optimizing medical research. In this review, we provide a practical discussion of LLMs, tailored to gastroenterologists. We highlight the technical foundations of LLMs, emphasizing their key strengths and limitations as well as how to interact with them safely and effectively. We discuss some potential LLM use cases for clinical gastroenterology practice, education, and research. Finally, we review critical barriers to implementation and ongoing work to address these issues. This review aims to equip gastroenterologists with a foundational understanding of LLMs to facilitate a more active clinician role in the development and implementation of this rapidly emerging technology.

BACKGROUND/UNASSIGNED:Colon capsule endoscopy (CCE) has gained momentum as an alternative modality for the investigation of the lower gastrointestinal tract. Of the few challenges that remain, the comparison and - eventually - matching of polyps at different timestamps leads to the potential for double reporting and can contribute to false-positive findings and inaccuracies. With the impending artificial intelligence integration, the risk of double reporting the same polyp due to the lack of information on spatial orientation underscores the necessity for establishing criteria for polyp matching. OBJECTIVES/UNASSIGNED:This RAND/University of California, Los Angeles (modified Delphi) process aims to identify the key factors or components used to match polyps within a CCE video. This involves exploring the attributes of each factor to create comprehensive polyp-matching criteria based on international expert consensus. DESIGN/UNASSIGNED:A systematic qualitative study using surveys. METHODS/UNASSIGNED:A panel of 11 international CCE experts convened to assess a survey comprised of 60 statements. Participants anonymously rated statement appropriateness on a 1-9 scale (1-3: inappropriate, 4-6: uncertain and 7-9: appropriate). Following a virtual group discussion of the Round 1 results, a Round 2 survey was developed and completed before the final analysis. RESULTS/UNASSIGNED:The factors that were agreed to be essential for polyp matching include (1) timestamp, (2) polyp localization, (3) polyp vascular pattern, (4) polyp size, (5) time interval of the polyp appearance between the green and yellow camera, (6) surrounding tissue, (7) polyp morphology and (8) polyp surface and contour. When five or more factors are satisfied, it was agreed that the comparing polyps are likely the same polyp. CONCLUSION/UNASSIGNED:This study has established the first complete criteria for polyp matching in CCE. While it might not provide a definitive solution for matching difficult, small and common polyps, these criteria serve as a framework to guide and facilitate the process of polyp-matching.

BACKGROUND AND AIMS/UNASSIGNED:In 2013, the Standard Protocol Items: Recommendations for Interventional Trials (SPIRIT) steering group published recommendations to standardize reporting quality in randomized controlled trials (RCTs). We aim to assess adherence to SPIRIT reporting guidelines in RCTs on endoscopic colorectal cancer (CRC) screening and participants' adherence to trial protocols. METHODS/UNASSIGNED:We searched databases for RCTs evaluating flexible sigmoidoscopy or colonoscopy for CRC screening published in English language through September 2023. Each eligible study was evaluated using the 8 core SPIRIT statement areas, totaling 51 points. Each item received 1 point if it met the criteria and 0 points if it did not. Adherence to SPIRIT items was calculated, and participant adherence to RCT protocols was assessed as the proportion of participants screened compared to those invited. RESULTS/UNASSIGNED:Five RCTs, including 4 on flexible sigmoidoscopy and 1 on colonoscopy, were analyzed. Adherence to SPIRIT guidance ranged from 82.4% to 92.2%. The most missed recommendation was item 2b (trial registrations), scored 0 across all studies. Additionally, item 32 (informed consent materials) scored 20%, and items 17a & b (blinding) scored 40% each. In total, 587,572 participants were randomized across the 5 RCTs. Of these, 37% (200,610) underwent CRC screening, with 69.8% (139,983/200,610) adhering to the protocol. The Nordic-European Initiative on Colorectal Cancer (NordICC) trial, employing a unique invitation method, had a lower adherence rate of 42%. Excluding this trial would raise the adherence rate to 74.3% (128,050/172,390). CONCLUSION/UNASSIGNED:The published CRC screening trials have acceptable adherence to the SPIRIT reporting guidelines. However, reporting appended consent form materials and disclosing all WHO trial registration data can be improved.

BACKGROUND AND AIMS/UNASSIGNED:Pouchitis is an inflammatory condition affecting the ileal pouch in patients' status after ileal pouch anal anastomosis (IPAA). This affects a significant portion of IPAA patients. Our aim was to study the prevalence of active pouch symptoms among currently treated outpatients with endoscopic pouchitis and understand patients' perspective of disease control and quality of life. METHODS/UNASSIGNED:We cross-sectionally reviewed the medical charts of patients who had undergone pouchoscopy at NYU Langone Health from 2010 to 2022 and recorded demographic, clinical, and endoscopic data. Based on the most recent data in the medical record, we defined active pouch symptoms as 2 or more current clinical symptoms and "endoscopic pouchitis" as "moderate" or "severe" by pouchoscopy. We also administered surveys in March 2023 to 296 patients with an IPAA to understand symptom control, quality of life, and interest in fecal microbiota transplant. RESULTS/UNASSIGNED:We identified 282 unique patients. The median age of patients was 46 (interquartile range 33-59), with 54.3% males. Of these, 37.2% of patients currently had active pouch symptoms, 36.9% had endoscopic pouchitis, and 14.9% met the criteria for both. Of the 296 surveys sent to patients with IPAA, 74 (25%) responded. The median age of respondents was 49.5 (interquartile range 34-62). 59.5% were male. Average treatment satisfaction score (scale of 0-10) was 6.4 and quality of life score was 5.8. A majority (64.9%) expressed interest in fecal microbiota transplant. CONCLUSION/UNASSIGNED:Outpatients with active pouch symptoms or endoscopic pouchitis have high prevalence of active disease and report ongoing symptoms. The results underscore the inadequacy of current treatments and highlight the need for additional therapeutic options.

IntroductionOlder adults with IBD are at higher risk for postoperative complications as compared to their younger counterparts, however factors contributing to this are unknown. We assessed risk factors associated with adverse IBD-related surgical outcomes, evaluated trends in emergency surgery, and explored differential risks by age.MethodsUsing the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database, we identified adults ≥18 years of age who underwent an IBD-related intestinal resection from 2005-2019. Our primary outcome included a 30-day composite of mortality, readmission, reoperation, and/or major postoperative complication.ResultsOverall, 49,746 intestinal resections were performed with 9,390 (18.8%) occurring among older adults with IBD. Nearly 37% of older adults experienced an adverse outcome as compared to 28.1% among younger adults with IBD (p<0.01). Among all adults with IBD, the presence of preoperative sepsis (aOR, 2.08; 95%CI 1.94-2.24), malnutrition (aOR, 1.22; 95%CI 1.14-1.31), dependent functional status (aOR, 6.92; 95%CI 4.36-11.57), and requiring emergency surgery (aOR, 1.50; 95%CI 1.38-1.64) increased the odds of an adverse postoperative outcome, with similar results observed when stratifying by age. Further, 8.8% of surgeries among older adults were emergent, with no change observed over time (p=0.16).DiscussionPreoperative factors contributing to the risk of an adverse surgical outcome are similar between younger and older individuals with IBD, and include elements such as malnutrition and functional status. Incorporating these measures into surgical decision-making can reduce surgical delays in older individuals at low-risk and help target interventions in those at high risk, transforming care for thousands of older adults with IBD.

Background and study aim Cold snare endoscopic mucosal resection (CS-EMR) can reduce some of the risks associated with electrocautery use during colon polyp resection. Data regarding efficacy have yielded variable results. We conducted a systematic review and meta-analysis to estimate the pooled efficacy and safety rates of CS-EMR. Patients and methods We conducted a literature search of multiple databases for studies addressing outcomes of CS-EMR for colon polyps from inception through March 2023. The weighted pooled estimates with the 95% confidence interval (95% CI) were calculated using the random effects model. I2 statistics was used to evaluate heterogeneity. Results 4137 articles were reviewed, and 16 studies met the inclusion criteria. 2584 polyps were removed from 1930 patients and48.9% were females. 54.4% were adenomas, 45% were sessile serrated lesions (SSLs), and 0.6% were invasive carcinoma. Polyp recurrence after CS-EMR was 6.7% (95% CI: [2.4-17.4%], I2=94%). The recurrence rate for polyps ≥ 20 mm was 12.3% (95% CI: [3.4-35.7%], I2= 94.%), 17.1% (95% CI: [4.6-46.7%], I2= 93%) for adenomas, and 5.7% (95% CI: [3.2-9.9%], I2= 50%) for SSLs. The pooled intraprocedural bleeding rate was 2.6% (95% CI: [1.5-4.4%], I2=51%), the delayed bleeding rate was 1.5% (95% CI: [0.9-2.8%], I2=20%) and no perforations or post-polypectomy syndromes were reported with estimated rates of 0.6% (95% CI: [0.3-1.2%], I2=0%) and 0.6% (95% CI: [0.2-1.3%], I2=0%), respectively. Conclusion CS-EMR demonstrated an excellent safety profile for colon polyps with variable recurrence rates based on polyp size and histology. Large prospective studies are needed to validate these findings.

BACKGROUND:Colorectal cancer among adults aged <50 years [early-onset colorectal cancer (EOCRC)] is projected to be the leading cause of cancer-related death by 2030. Although evidence-based guidelines for colorectal cancer screening now recommend beginning screening at age 45, the needs of many at-risk young adults are potentially being overlooked. Unanswered questions also remain regarding the effects of EOCRC on quality-of-life and psychosocial outcomes. This qualitative study explored the lived experiences and perceptions of a sample of adult EOCRC survivors in the United States through one-on-one interviews. METHODS:An EOCRC advocate survivor team member led 27 structured virtual interviews using a 10-question interview guide. Data were analyzed using a 9-step inductive approach. RESULTS:Participants were geographically diverse. Most were women (66.6%) who self-identified as non-Hispanic White (85.2%). The mean age at interview was 40.19 ± 5.99; at diagnosis, 33.93 ± 5.90. Six overarching themes emerged: signs and symptoms, risk factors, system-level factors, quality of life, social support, and reflection. CONCLUSIONS:The specific needs of individuals in this younger population of patients with colorectal cancer should be considered during treatment and future interventions and throughout survivorship. IMPACT:While the reasons for the increasing incidence of EOCRC are currently unknown, the lived experiences and perceptions of EOCRC survivors noted in this study highlight specific needs of this population that can inform educational materials, comprehensive care, future research, and policy change.