A total of 27 key pathways were obtained by KEGG enrichment analysis, including pathways in cancer, prostate cancer, glutathione metabolism, breast cancer, PI3K-AKT, HIF-1, JAK-STAT and other signaling pathways (Fig. 3A). This evidence concerns the gene AKT1 and prostate carcinoma.