Syal, Arshi

1615 Background: Immune checkpoint inhibitors (ICIs) have revolutionized lung cancer treatment but cause adverse events, including immune-related colitis (ir-colitis). Accurate identification of ir-colitis is critical for improving patient outcomes and clinical research. However, current methods relying on ICD codes have substantial limitations: non-specific categories that fail to capture the cases or distinguish cases from infectious or ischemic etiologies, as well as incomplete coding that leads to missed cases. Large language models (LLMs), with advanced natural language understanding capabilities, offer a scalable approach for automated phenotyping using unstructured clinical notes. We aimed to develop and evaluate an LLM-based approach for identifying ir-colitis in patients with lung cancer receiving ICIs and compare it with ICD code based method. Methods: We identified 5,278 lung cancer patients with ICI administration at Mayo Clinic (2012-2025). To investigate ir-colitis occurrence within two years after ICI initiation, patients were stratified into three ICD-based cohorts: (1) IR-Colitis, with clinician-assigned ir-colitis-specific diagnosis codes; (2) Non-IR Colitis, with colitis diagnosis codes excluding ir-colitis; and (3) No-Colitis, absent of any colitis-related codes. We used three open-source LLMs to process clinical notes : Llama4, MedGemma, and Qwen. Prompts were designed to extract both gold standard evidence (explicit ir-colitis terminology, such as "immune-mediated colitis" and "checkpoint inhibitor colitis") and supportive evidence (such as pathology and lab results). Results: Llama4 demonstrated superior accuracy among three LLMs in manual evaluation and was thus selected for all cohort analyses. Among ICD-based IR-Colitis patients (n = 339), 82.0% had confirmatory evidence while 18% lacked evidence, suggesting potential false-positive coding. In the Non-IR Colitis cohort (n = 297), LLM-based extraction identified 43.8% patients in fact had ir-colitis, demonstrating substantial misclassification. In the No-colitis cohort (n = 4,642, random sample of 996 for analysis), the LLM identified 10.7% with documented ir-colitis, revealing substantial missing by administrative coding. Conclusions: LLM-based phenotyping demonstrates superior sensitivity for identifying ir-colitis compared to ICD codes alone, successfully uncovering cases missed by administrative coding. This scalable approach enables more comprehensive case identification for immunotherapy safety research and clinical surveillance. ICD-Based Cohorts LLM-Identified ir-Colitis Gold Standard Evidence Supportive Evidence Any Evidence ir-Colitis (n = 339) 277/339 (81.7%) 275/339 (81.1%) 278/339 (82.0%) Non-ir-Colitis (n = 297) 129/297 (43.4%) 126/297 (42.4%) 130/297 (43.8%) No Colitis (n = 996) 106/996 (10.6%) 104/996 (10.4%) 107/996 (10.7%)

10522 Background: Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality. While antiviral and metabolic therapies have reduced incidence, scalable pharmacologic strategies for primary prevention (PP) remain a critical unmet need. Glucagon-like peptide-1 receptor agonists (GLP-1RAs) have demonstrated preclinical antitumor activity and the potential to mitigate hepatic lipotoxicity while promoting metabolic reprogramming to stabilize cirrhosis. However, while chemoprevention signals are observed in metabolic dysfunction-associated steatotic liver disease (MASLD) and type 2 diabetes, the efficacy of GLP-1RAs for PP across diverse liver disease etiologies remains underexplored. To address this gap, we conducted a global, multicenter analysis on the efficacy and safety of GLP-1RAs for the PP of HCC in a pan-etiology high-risk cohort. Methods: A retrospective cohort study was conducted using the TriNetX database (150M patients across 108 health organizations). Adults 18–90 years at elevated HCC risk with ≥ 1 risk factor (chronic viral hepatitis, cirrhosis, MASLD, alcohol use disorder, or hereditary liver disorders) were identified. Cohort A (≥3 months of GLP-1RA) was propensity score-matched 1:1 with Cohort B (non-users) on demographics, HbA1c, BMI, and MELD-Na scores. The primary endpoint was incident HCC, and secondary endpoints were incidence of gastrointestinal (GI) side effects. We employed a 3-month lag period to mitigate immortal time bias. Time-to-event outcomes were assessed via Kaplan-Meier analysis and Cox proportional hazards models. Sensitivity & subgroup analyses were performed to confirm robustness across non-metabolic etiologies. Results: After matching, 592,718 patients were analyzed (296,359 per cohort). Median follow-up was 2,450 days for GLP-1RA users vs 2,114 days for non-users. GLP-1RA use was associated with a 73% reduction in incident HCC (140/296,345 events vs 432/296,198) [HR 0.271 (0.224-0.328)], (NNT=1,015). Notably, the protective effect was most pronounced in non-diabetics [HR 0.179 (0.140-0.229)] and lean patients (BMI < 29) [HR 0.161 (0.103-0.252)]. Risk reductions were sustained across all etiologies, including alcohol liver disease (HR 0.379), cirrhosis (HR 0.456), chronic viral hepatitis (HR 0.477), and MASLD (HR 0.605). GLP-1RA use was associated with a significant increase in GI adverse events. Conclusions: GLP-1RA use was associated with a 73% reduction in incident HCC, consistent across subgroups. The enhanced benefit in non-diabetic and lean cohorts suggests a direct anti-neoplastic mechanism independent of weight loss or glycemic control. The NNT of 1,015 highlights the substantial public health impact of GLP-1RA therapy in preventing a high-mortality malignancy. These findings warrant prospective validation.

10520 Background: Therapeutic options for breast cancer (BC) prevention for high-risk women remain limited, and not all eligible patients opt for endocrine therapy due to concerns related to adverse events (AEs). GLP1RAs are widely used for obesity and type 2 diabetes mellitus; their role in BC primary prevention (PP) in high-risk women with obesity has not been evaluated. Methods: Using the TriNetX Global Network (150 million patients, 108 organizations), we analyzed de-identified records of high-risk women aged 18–90 years with a BMI ≥ 30 who had health care encounters between January 1, 2000, and January 1, 2025, identified via ICD-10 codes. High risk was defined as at least one of the following: genetic predisposition to BC, family history of BC, atypical ductal hyperplasia, atypical lobular hyperplasia, lobular carcinoma in situ, or dense breasts. Patients were grouped as having GLP1-RA use or no GLP-1RA use. Patients with a prior history of BC or use of endocrine therapy were excluded. GLP-1RA users were propensity score-matched 1:1 with non-users based on demographics, comorbidities, social determinants of health, lifestyle factors, BMI, HbA1c, and prior breast imaging. Incident BC served as the primary endpoint, with key AEs as secondary measures. Kaplan–Meier analysis and Cox proportional hazards models were utilized to assess outcomes, which were further validated through subgroup and sensitivity analyses. Results: Among 80,480 high-risk women with a BMI ≥ 30, 46,581 were assigned to each cohort. Baseline demographics were balanced between cohorts (mean age: 46 years, 70% White, 21% Black). Median follow-up was 2,790 vs 2,630 days for GLP-1RA users and non-users, respectively. BC incidence was 2.95% in GLP-1RA users (1,164/39,495 cases) vs 3.01% in non-users (1,200/39,057 cases) (3.27 vs. 3.57 cases per 1,000 person-years; HR 0.844; 95% CI, 0.779–0.915). GLP-1RA users exhibited an increased risk of endometrial cancer (HR 1.273; 95% CI, 1.088–1.491) and osteoporosis (HR 1.124; 95% CI, 1.054–1.199). No significant association was observed for venous thromboembolism. Gastrointestinal AEs were significantly higher in the GLP-1RA cohort. Conclusions: GLP-1RA use was associated with a modest reduction in BC incidence among high-risk women with obesity in this real-world study. Prospective randomized trials are needed to validate these associations.

10507 Background: Despite advances in understanding leukemogenesis, no validated primary prevention strategies exist. Obesity is a dose-dependent risk factor for leukemia. Emerging data implicate epigenetic regulators, specifically the histone methyltransferase GLP (EHMT1), as a driver of leukemic survival; its inhibition induces cell death in CLL and promotes differentiation in AML. We present the first real-world analysis evaluating GLP-1 receptor agonists (GLP-1RA) for the primary prevention of leukemia in high-risk populations. Methods: Using the TriNetX global research network (150 million patients across 108 healthcare organizations), we identified adults at elevated leukemia risk based on ≥1 factor (prior chemo/radiation, MDS, MPN, family history, genetic syndromes, tobacco use, or BMI ≥30). Patients with ≥2 months of GLP-1RA use were propensity-matched 1:1 to non-users by demographics, comorbidities, and prior chemotherapy. The primary endpoint was the incidence of ALL, AML, CLL, or CML; secondary endpoints were adverse events related to GLP-1RA. Individuals with pre-existing leukemia were excluded. Cox proportional hazards models and sensitivity analyses were used to assess associations. Sensitivity and subgroup analysis confirmed robustness. Results: Of 426,670 high-risk individuals, 213,335 were matched to each cohort; standardized mean differences were <0.1 for all covariates. Across >1.2 million person-years of follow-up, GLP-1RA use was associated with a 63% risk reduction in incident AML (47/213,300 vs 75/213,261; HR 0.37, 95% CI 0.26–0.53; p < 0.001) and a 50% reduction in ALL (42/213,304 vs 53/213,277; HR 0.50, 95% CI 0.33–0.75; p = 0.001). The protective effect for AML remained significant when restricted to patients with prior chemotherapy exposure and was independent of baseline BMI. No significant reductions were observed for CML or CLL. While GI adverse events were higher in the GLP-1RA cohort, the protective signal was consistent across age and ethnic subgroups. Conclusions: This is the first large-scale study to demonstrate a significant reduction in incident AML and ALL using GLP-1 receptor agonists in high-risk patients. By linking clinical metabolic intervention to the EHMT1 epigenetic pathway, these findings provide a novel, scalable pharmacologic strategy for the primary prevention of acute leukemias, potentially transforming the management of high-risk and obese populations.

712 Background: Bladder cancer is one of the most common malignancies of the urinary tract. Glucagon-like peptide-1 (GLP-1) receptor agonists are widely used for the treatment of type 2 diabetes and obesity. Their pleiotropic benefits including improved insulin sensitivity, potential anti-proliferative and anti- inflammatory benefits may significantly benefit these patients by potentially influencing tumor biology. Our study aims to evaluate the impact of GLP-1 receptor agonists on outcomes among patients with bladder carcinoma with comorbid obesity, exploring potential interactions between metabolic modulation and disease behaviour. Methods: A retrospective cohort study was conducted using the US Collaborative Network TriNetX, covering January 2000 to December 2023, encompassing data from 105 global healthcare organizations. Adult patients aged 18 and above with bladder cancer and comorbid obesity were identified and then stratified into two groups based on treatment with GLP-1 agonists or not. The two groups were then propensity-matched based on age, sex, race, and common comorbidities. We followed these patients for 5 years to assess outcomes, including overall mortality, myocardial infarction, heart failure, chronic kidney disease (CKD), ischemic stroke, risk of metabolic dysfunction associated liver disease and need for hemodialysis. Results: We identified 1282 patients with bladder cancer and obesity who received GLP-1 receptor agonists, and 10238 patients with bladder cancer and obesity who did not receive GLP-1 therapy. The average age was 67.3 years in the first cohort and 69 years in the second cohort. After propensity matching, each cohort consisted of 1282 patients with similar baseline characteristics and ethnicity distribution. Our analysis found that over 5 years, patients with bladder cancer and obesity who received GLP-1 receptor agonists had a significantly lower risk of overall mortality (Hazard Ratio (HR): 0.611, 95% CI: 0.515 to 0.725, p-value =0.04), myocardial infarction (Risk difference: -4.418%, 95% CI: -6.608% to -2.228%, p-value <0.001), heart failure (Risk difference: -5.226%, 95% CI: -8.883% to -1.569%, p-value =0.005), CKD (Risk difference: -7.193%, 95% CI: -10.675% to -3.711%, p-value <0.001). There was no statistically significant difference in the risk of metabolic dysfunction associated liver disease and need for hemodialysis between the two subgroups. Conclusions: Our study revealed that patients with bladder cancer and obesity who received GLP-1 receptor agonists had a significantly lower risk of mortality, myocardial infarction, heart failure and CKD. Further longitudinal cohort studies are imperative to better understand these associations and guide evidence-based clinical practice in this population.

484 Background: Renal cell carcinoma (RCC) is the most common type of urogenital cancer. Lifestyle and metabolic risk factors seem to play an important role in this rising incidence. Glucagon-like peptide-1 (GLP-1) receptor agonists are widely used for the treatment of type 2 diabetes and obesity. Emerging evidence suggests that these agents may have potential anti-tumor activity as GLP-1 signaling may influence pathways involved in cell proliferation and inflammation. Our study aims to evaluate the impact of GLP-1 receptor agonists on outcomes among patients with RCC and comorbid obesity. Methods: A retrospective cohort study was conducted using the US Collaborative Network TriNetX, covering January 2000 to December 2023, encompassing data from 105 global healthcare organizations. Adult patients aged 18 and above with RCC and comorbid obesity were identified and then stratified into two groups based on treatment with GLP-1 agonists or not. The two groups were then propensity-matched based on age, race, and common comorbidities. We followed these patients for 5 years to assess outcomes, including overall mortality, myocardial infarction, heart failure, ischemic stroke, chronic kidney disease (CKD), metabolic dysfunction-associated steatotic liver disease (MASLD), and need for hemodialysis. Results: We identified 2232 patients with RCC and obesity who received GLP-1 receptor agonists, and 13090 patients with RCC and obesity who did not receive GLP-1 therapy. After propensity matching, each cohort consisted of 2231 patients with similar baseline characteristics. Our analysis found that over 5 years, patients with RCC and obesity who received GLP-1 receptor agonists had a significantly lower risk of overall mortality (Hazard Ratio (HR): 0.493, 95% CI: 0.427 to 0.57, p-value < 0.001), myocardial infarction (Risk Difference: -2.239%, 95% CI: -3.836 to -0.642, p-value = 0.006), heart failure (Risk Difference: -4.213%, 95% CI: -6.876 to -1.551, p-value = 0.002), ischemic stroke (ischemic stroke: -2.111%, 95% CI: -3.44 to -0.781, p-value = 0.002), and CKD (Risk Difference: -8.526%, 95% CI: -11.441 to -5.611, p-value < 0.001). There was no statistically significant difference in the risk for MASLD and need for hemodialysis between the two subgroups. Conclusions: Our study revealed that patients with RCC and obesity who received GLP-1 receptor agonists had a significantly lower risk of mortality, myocardial infarction, heart failure, CKD and ischemic stroke. Further longitudinal cohort studies are imperative to better understand these associations and guide evidence-based clinical practice in this population.

Abstract Introduction: Endocrine therapy (ET) is central to treating hormone receptor-positive breast cancer (BC), but its side effects impact adherence and quality of life, especially in patients with metabolic dysfunction. Sodium-glucose cotransporter-2 (SGLT-2) inhibitors offer cardiometabolic benefits, potentially improving inflammation, glycemic control, and physical well-being. However, data on SGLT-2 use in BC patients is scarce. This study is the first to evaluate the real-world effects of SGLT-2 inhibitors on all-cause mortality and ET tolerability in BC patients. Methodology: We conducted a real-world analysis using the TrinetX database, which includes data from 184 million patients in 156 healthcare organizations, to identify BC patients on ET (letrozole, anastrozole, exemestane, tamoxifen) who received SGLT-2 inhibitors vs. those who did not. Patients were grouped by age (≤50 and ≥51 years as a surrogate for menopausal status. Primary outcome: all-cause mortality from the start of the index event, defined as the first day meeting BC diagnosis and ET use, with or without SGLT-2. Secondary endpoint: ET tolerability. Propensity score matching completed by TriNetX adjusted for confounders. Multivariate analysis yielded odds ratios and risk differences with 95% CI. Results: Among 1,136 BC patients ≤50 years, 568 were assigned to each group (SGLT-2 vs non-SGLT-2). For patients ≥51 years (n=28,600), each group included 14,300. Demographics across cohorts were comparable. No mortality benefit was seen in premenopausal patients. In postmenopausal women, SGLT-2 use reduced all-cause mortality—647/13,676 events (SGLT-2) vs 953/13,517 (non-SGLT-2) [OR: 0.655 (0.591-0.726)]. In premenopausal patients, SGLT-2 reduced endometrial cancer risk [RD: -0.018 (-0.029, -0.007)] but increased diarrhea risk [OR: 2.305 (1.078, 4.930)]. No significant differences were found in hot flashes, PE, DVT, depression, osteoporosis, joint pain, fatigue, nausea/vomiting, abdominal pain, or dizziness. Among postmenopausal patients, SGLT-2 reduced PE [OR: 0.757 (0.605-0.948)] and osteoporosis [OR: 0.877 (0.784-0.981)], but increased risks of depression [OR: 1.153 (1.007-1.319)], nausea/vomiting [OR: 1.120 (1.001-1.253)], diarrhea [OR: 1.193 (1.058-1.345)], and dizziness [OR: 1.234 (1.103-1.380)]. No significant differences were found for hot flashes, DVT, EC, joint pain, fatigue, or abdominal pain. Conclusion: This analysis reveals novel evidence supporting the cardiometabolic potential of SGLT-2 inhibitors in hormone receptor-positive BC, particularly postmenopausal populations. These agents were linked to lower all-cause mortality and improved tolerance of specific ET-related effects. However, certain adverse risks require caution. Future prospective studies are essential to validate their role and safety in oncologic care. Citation Format: C. Jones, J. Michalek, E. Obomanu, Y. Arya, A. Syal, S. Haddad, V. Kaklamani, S. Shaikh. Evaluating all-cause mortality and endocrine therapy tolerability with sodium glucose cotransporter-2 inhibitors in hormone receptor-positive breast cancer: A real-world analysis [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PS1-05-28.

Abstract Introduction: Endocrine therapy (ET) improves survival in hormone receptor-positive breast cancer (BC) but has side effects that may affect compliance. GLP-1 receptor agonists (GLP-1 RA), used for diabetes and obesity, possess anti-inflammatory properties and may reduce cancer incidence. Their impact on all-cause mortality and ET tolerability remains underexplored. This real-world analysis is the first of its kind to examine the effects of GLP-1 RA on these outcomes. Methods: We used de-identified data across 130 million patients and 108 health systems from the TriNetX database to identify obese women (BMI ≥30) with BC receiving ET. Patients were grouped by GLP-1 RA exposure into age cohorts (≤50 and ≥51 years, as a surrogate for menopause). The primary endpoint was all-cause mortality; the secondary endpoint was ET tolerability. The index event was the first day meeting all criteria: BC and obesity diagnoses, and initiation of ET ± GLP-1 RA. Patients with outcomes before the study window were excluded. Propensity score matching performed by TriNetX adjusted for demographics, diabetes, comorbidities, cancer stage, and prior chemotherapy. Multivariate logistic regression assessed associations (risk ratios [RR], 95% CIs). Results: After matching, 2,574 patients were assigned to the age ≤50 group: Cohort A (GLP-1 RA exposure, n=1,287) and Cohort B (non-exposure, n=1,287). 13,012 patients were in the age ≥51 group: Cohort C (GLP-1 RA exposure, n=6,506) and Cohort D (non-exposure, n=6,506). In the ≤50 group, the mean age at index event was 42.3 ± 5.2, 99.5% female, 68.9% White, 16.9% Black, and a mean BMI of 37 in Cohort A, with similar demographics and BMI in Cohort B. In the ≥51 group, there was a mean age at index event of 61.8 ± 7.7, 99% female, 71.7% White, 17.4% Black, and a mean BMI of 37 in Cohort C with similar demographics and BMI in Cohort D. GLP-1 RA use significantly reduced all-cause mortality in all cohorts. In the age ≤50 group, there were 29/1,242 events in Cohort A and 71/1,258 in Cohort B [RR 0.414 (0.271-0.633)]. In the age ≥51 group, there were 240/6,287 events in Cohort C and 400/6,285 in Cohort D [RR 0.600 (0.513-0.701)]. GLP-1 RA use worsened ET side effects. In the age ≤50 group, GLP-1RA increased the risk of hot flashes [RR: 1.473 (1.235-1.756)], venous thromboembolism (VTE) [RR: 1.439 (1.090-1.902)], nausea/vomiting [RR: 1.460 (1.242-1.717)], abdominal pain [RR: 1.353 (1.184-1.545)], diarrhea [RR: 1.319 (1.096-1.589)], joint pain [RR: 1.382 (1.243-1.536)], and depression [RR:1.634 (1.382-1.932)]. No significant risk was found in endometrial cancer (EC) and osteoporosis. In the age ≥ 51 group, GLP-1 RA use increased hot flashes [RR: 0.1.239 (1.091-1.407)], [RR:0.591 (0.482-0.724)], nausea/vomiting [RR: 1.429 (1.324-1.542)], abdominal pain [RR: 1.310 (1.227—1.399)], diarrhea [RR: 1.446 (1.328-1.575)], joint pain [RR: 1.334 (1.270-1.400)], osteoporosis [RR: 1.110 (1.026-1.201)], and depression [RR: 1.536 (1.413-1.670)]. No significant differences were noted in VTE and EC risk. Conclusion: This real-world analysis demonstrates that GLP-1RA use is associated with a significant reduction in all-cause mortality among obese BC patients undergoing ET. However, GLP-1 RA exposure appears to exacerbate several ET-related adverse effects. Future prospective studies are needed to determine these associations as they may warrant clinical consideration. Citation Format: C. Jones, J. Michalek, E. Obomanu, Y. Arya, A. Syal, S. Haddad, V. Kaklamani, S. Shaikh. Real-world Analysis on the Impact of GLP-1 Receptor Agonists on All-cause Mortality and Endocrine Therapy-Tolerability in Obese Breast Cancer Patients [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PD8-06.

83 Background: Colon cancer is among the leading causes of cancer-related morbidity and mortality globally, with an increasing incidence observed in younger populations. Lifestyle and metabolic risk factors seem to play an important role in this rising incidence. Glucagon-like peptide-1 (GLP-1) receptor agonists are widely used for the treatment of type 2 diabetes and obesity. Emerging evidence suggests that these agents may have potential anti-tumor activity as GLP-1 signaling may influence pathways involved in cell proliferation and inflammation. Our study aims to evaluate the impact of GLP-1 receptor agonists on outcomes among patients with colon cancer with comorbid obesity, exploring potential interactions between metabolic modulation and disease behavior. Methods: A retrospective cohort study was conducted using the US Collaborative Network TriNetX, covering January 2000 to December 2023, encompassing data from 105 global healthcare organizations. Adult patients aged 18 and above with colon cancer and comorbid obesity were identified and then stratified into two groups based on treatment with GLP-1 agonists or not. The two groups were then propensity-matched based on age, sex, race, and common comorbidities. We followed these patients for 5 years to assess outcomes, including overall mortality, myocardial infarction, sepsis, acute pancreatitis, need for mechanical ventilation and hemodialysis. Results: We identified 1986 patients with colon cancer and obesity who received GLP-1 receptor agonists, and 16384 patients with colon cancer and obesity who did not receive GLP-1 therapy. The average age was 68.8 years in the first cohort and 74.3 years in the second cohort. After propensity matching, each cohort consisted of 1983 patients with similar baseline characteristics and ethnicity distribution. Our analysis found that over 5 years, patients with colon cancer and obesity who received GLP-1 receptor agonists had a significantly lower risk of overall mortality (Hazard Ratio (HR): 0.461, 95% CI: 0.401 to 0.532, p-value < 0.001), myocardial infarction (HR: 0.827, 95% CI: 0.668 to 0.993, p-value =0.005), sepsis (Risk Difference: -3.48%, 95% CI: -4.774 to -2.185, p-value < 0.001), and need for mechanical ventilation (HR: 0.486, 95% CI: 0.321 to 0.739, p-value = 0.037). There was no statistically significant difference in the risk of acute pancreatitis and need for hemodialysis between the two subgroups. Conclusions: Our study revealed that patients with colon cancer and obesity who received GLP-1 receptor agonists had a significantly lower risk of mortality, myocardial infarction, sepsis, and need for mechanical ventilation. Further longitudinal cohort studies are imperative to better understand these associations and guide evidence-based clinical practice in this population.

517 Background: Hepatocellular carcinoma (HCC) is a major cause of cancer related morbidity and mortality worldwide, with increased incidence in patients with chronic liver disease, obesity and metabolic syndrome. Of note, increasing burden of metabolic dysfunction-associated steatohepatitis (MASH) and non-alcoholic fatty livery disease (NAFLD) has contributed to increased incidence of cirrhosis and progression to HCC. Glucagon-like peptide-1 (GLP-1) receptor agonists are widely used for the treatment of type 2 diabetes and obesity. Their pleotropic benefits including improved insulin sensitivity, potential anti-proliferative and anti-inflammatory benefits may significantly benefit these patients by potentially reduced hepatic inflammation and steatosis. Our study aims to evaluate the impact of GLP-1 receptor agonists on outcomes among patients with hepatocellular carcinoma with comorbid obesity, exploring potential interactions between metabolic modulation and disease behaviour. Methods: A retrospective cohort study was conducted using the US Collaborative Network TriNetX, covering January 2000 to December 2023, encompassing data from 105 global healthcare organizations. Adult patients aged 18 and above with HCC and comorbid obesity were identified and then stratified into two groups based on treatment with GLP-1 agonists or not. The two groups were then propensity-matched based on age, sex, race, and common comorbidities. We followed these patients for 5 years to assess outcomes, including overall mortality, myocardial infarction, acute pancreatitis, sepsis, need for mechanical ventilation and hemodialysis. Results: We identified 401 patients with HCC and obesity who received GLP-1 receptor agonists, and 3974 patients with HCC and obesity who did not receive GLP-1 therapy. The average age was 63.7 years in the first cohort and 61.4 years in the second cohort. After propensity matching, each cohort consisted of 399 patients with similar baseline characteristics and ethnicity distribution. Our analysis found that over 5 years, patients with HCC and obesity who received GLP-1 receptor agonists had a significantly lower risk of overall mortality (Hazard Ratio (HR): 0.48, 95% CI: 0.371 to 0.623, p-value = 0.001). There was no statistically significant difference in the risk for myocardial infarction, acute pancreatitis, sepsis, need for mechanical ventilation and hemodialysis between the two subgroups. Conclusions: Our study revealed that patients with HCC and obesity who received GLP-1 receptor agonists had a significantly lower risk of mortality. Further longitudinal cohort studies are imperative to better understand these associations and guide evidence-based clinical practice in this population.