Given the established contribution of gene mutations to oral cancer pathogenesis, comprehensive mutation profiling revealed significantly elevated mutational frequencies for TP53, TTN, FAT1, CSMD3, LRP1B, and PCLO in high-risk relative to low-risk patients. Here, CSMD3 is linked to lip and oral cavity carcinoma.