VEGFA and nonpapillary renal cell carcinoma: The VEGF signaling network exhibited a pronounced preference for endothelial cells in tumor tissues, implying its potential role in critical processes like angiogenesis and extracellular matrix remodeling during ccRCC progression (Figure 3I).