Yes, certain genetic mutations can significantly increase the risk of developing gynecological cancers. For example, mutations in the BRCA1 and BRCA2 genes are known to elevate the risk of ovarian and breast cancer. Women with a family history of these cancers are often advised to undergo genetic testing to determine their risk and consider preventive measures.