We further investigated cumulative effects of variants using a gene-wide approach and identified three candidate genes in different analyses: CABLES1 and PPP2R5C in high-grade serous ovarian cancers without and with adjustment for FIGO stage, respectively, and FAM35A in the overall EOC analysis. Here, CABLES1 is linked to ovarian serous adenocarcinoma.