In the multivariate Cox regression, N1 stage, high-risk score, and the genes TNF, ITGA5, CXCL1, and CCL20 were observed to be significantly associated with increased risk in cervical cancer patients (Fig. 4A, B). The gene discussed is TNF; the disease is cervical carcinoma.