Consistent with other studies [23–26], we observed that ANGPTL4, PYGB and IRS2 were highly expressed in ovarian tumor tissues and patients with high expression of ANGPTL4, PYGB or IRS2 had significantly lower OS rates than patients with low expression of these factors. Here, IRS2 is linked to ovarian neoplasm.