Results revealed that the pathways of Chemical carcinogenesis - DNA adducts, Mineral absorption, Ovarian steroidogenesis, Renal cell carcinoma, Steroid hormone biosynthesis and VEGF signaling pathway were enriched in PM2.5 groups (Fig. 3A). This evidence concerns the gene VEGFA and hereditary clear cell renal cell carcinoma.