Abstract Epidemiologic studies have shown that obesity is a risk factor for more than a dozen cancers, including pancreatic ductal adenocarcinoma (PDAC). As PDAC is one of the leading causes of cancer-related death and obesity rates are rapidly increasing worldwide, it is imperative that we understand the mechanisms by which obesity promotes PDAC progression. To address this gap in knowledge, our lab combined a well-established genetic model for obesity (O: Lepob/ob) with a Kras-driven pancreatic cancer model (KC: Pdx1-Cre; KrasLSL-G12D/+) that mimics human PDAC progression. Resultant KCO mice had a drastic increase in tumor development compared to their lean counterparts, whereas induced weight loss intercepted tumor progression, showing that the tumor-promoting effects of obesity can be reversed. Bulk RNA sequencing of tumors from these mice revealed aberrantly increased expression of multiple peptide hormones expressed in insulin-producing beta (b) cells of pancreatic islets, including cholecystokinin (CCK) and amylin (Iapp). Strikingly, transgenic expression of CCK and Iapp in b-cells was sufficient to promote Kras-driven pancreatic tumorigenesis in non-obese mice. Single-cell RNA sequencing of b cells showed a trajectory of changes in gene expression with increasing obesity from wildtype to high-fat diet-fed to Lepob/ob mice. Further in silico analysis combining archetypal (AANet) with pseudotime (TrajectoryNet) methods demonstrated that b cells misexpressing hormones (CCK and Iapp) arose from a specific subtype of preexisting b cells, specifically virgin b cells, a rare, immature, regenerative population. Preliminary in vivo lineage tracing analyses in MIP-CreERT;LSL-TdTomato;Lepob/ob mice support these findings. Finally, we investigated the transcriptional networks that lead to aberrant CCK and Iapp expression in b cells. By combining Grainger causality analysis with known gene-gene relationships in the Transcriptional Regulatory Relationship Unraveled by Sentence-based Text mining (TRRUST) v2 database, we discovered a stress-induced mitogen-activated protein kinase (MAPK8)-cJun pathway that promotes pro-tumorigenic hormone expression in b cells. These combined experimental and computational methods nominate novel b cell targets to subvert the development of PDAC, an exocrine tumor. Citation Format: Cathy C. Garcia, Aarthi Venkat, Alex Tong, Sherry Agabiti, Lauren Lawres, Rebecca Cardone, Richard Kibbey, Smita Krishnaswamy, Mandar D Muzumdar. Pancreatic beta cell stress pathways drive pancreatic ductal adenocarcinoma development in obesity [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Pancreatic Cancer; 2023 Sep 27-30; Boston, Massachusetts. Philadelphia (PA): AACR; Cancer Res 2024;84(2 Suppl):Abstract nr B049.