The project combined molecular profiling of patient tissue samples with computational analysis and translational assessment. A curated cohort of IPMN patients was assembled, and spatial gene expression analyses were performed on archived tissue samples to measure inflammatory gene programs while preserving tissue structure. These analyses showed that the inflammatory signature could be reliably detected in IPMN lesions and that higher expression levels were associated with more advanced disease stages. To facilitate future clinical application, the initial molecular signature was simplified by identifying a smaller set of genes that retained strong association with disease progression. Additional in situ analyses helped define the cellular context in which these signals arise. Initial validation at the protein level was initiated using methods compatible with routine pathology practice. In parallel, the project evaluated intellectual property, market needs, and regulatory requirements, resulting in a clear roadmap for further development of the diagnostic concept.