The mechanisms underlying the regulatory role of the key gene <i>KRT7</i> in this model were further investigated, revealing <i>KRT7</i> as a pivotal regulator of VEGF/VEGFR signaling-mediated angiogenesis in PAAD. The gene discussed is KRT7; the disease is pancreatic adenocarcinoma.