The results of the HOUP hub genes confirmed that the expression levels of TNF, ESR1, CDK1, CXCR4 and MUC1 (Fig. 5), indicating these 5 hypomethylated genes were activated in ovarian cancer development. Here, TNF is linked to ovarian carcinoma.