In addition, we hypothesized that if the expression of COL1A1 or relative pathways were inhibited, CD8+ T cells might be enriched in the tumor microenvironment, and the number of CAFs, macrophages, and the PD-L1 expression level might decrease, resulting in attenuated immunoresistance. This evidence concerns the gene CD274 and neoplasm.