Meanwhile, C4 had the biggest cell interaction number with mesenchymal cells (including vascular endothelial cells and fibroblasts) and few interactions with immune cells (Fig. 3A, B), suggesting that C4 may have a higher level of immune escape and promote angiogenesis and tumor invasion through cellular communication with mesenchymal cells. This evidence concerns the gene C4A and neoplasm.