In addition, significant interaction strength via VEGFA-mediated signaling was observed between these PTC subsets and arterial endothelial, pericyte, and fibroblast populations, pointing to their potential roles in modulating angiogenesis and stromal remodeling within the tumor ecosystem. This evidence concerns the gene VEGFA and neoplasm.