Abstract Background: Obesity is a risk factor for pancreatic ductal adenocarcinoma (PDAC), a highly aggressive cancer with a low 5-year survival rate. The association between obesity and PDAC could be attributed to the inflammatory effects of obesity and its impact on the adipose microenvironment. Physical activity (PA) is a potential approach to counteract obesity and its associated inflammation. Moreover, a recent study revealed that exercise-induced interleukin (IL)-15 in tumors has an anti-tumor response. However, there is still limited understanding of the mechanisms underlying how PA impacts the adipose-tumor microenvironments in PDAC. In this study, we hypothesized that PA could upregulate anti-inflammatory signaling in the adipose tissue and that targeting some of these signaling pathways could be a novel therapy for obesity-associated PDAC. Methods: Transcriptomic analysis was performed on adipose tissue obtained from a genetically engineering mouse model of obesity-associated PDAC. The mice were fed an obesogenic high-fat diet and divided into groups with and without PA intervention for one month. An adipose-specific recombinant adeno-associated vector (rAAV) was generated and mouse IL-15 cDNA was subcloned into the vector. C57BL/6J mice were administered intraperitoneal injections of either the rAAV/empty or rAAV/IL-15 vectors. Three weeks after rAAV intraperitoneal injection, mice were orthotopically injected with mouse KRasG12D/Trp53−/−/PDX-1-CRE cells expressing firefly luciferase to monitor growth in vivo and expression of IL-15 in the adipose tissue was confirmed via qPCR. Results: PA intervention increased the expression of genes related to metabolic and inflammation-related pathways. The administration of a novel adipose-targeted rAAV resulted in the upregulation of IL-15 within the adipose tissue and not the tumor. Increasing IL-15 expression in the adipose tissue led to a notable delay in tumor growth in an orthotopic mouse model. Conclusions: Here, we show that PA modulates gene expression in the adipose tissue and the beneficial impact of adipose tissue molecular remodeling on anti-tumor effects. However, more studies are needed to characterize the full extent of the adipose-tumor interactions and how they can be effectively targeted for therapeutic interventions. Citation Format: Hsiang-Yin Hsueh, Valentina Pita-Grisanti, Ericka Vélez-Bonet, Lei Cao, Wei Huang, Zobeida Cruz-Monserrate. Physical activity regulates targetable transcriptomic changes in the adipose tissue of obese PDAC mice [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 B053.