Among the 21 selected CTAs, GAGE2, CT45, CCT4, and PRAME cancer/testis antigens were revealed to be correlated with the prognosis for ovarian cancer patients, and GAGE2, CCT4, and PRAME were identified for the first time. This evidence concerns the gene PRAME and ovarian carcinoma.