TMB analysis revealed that low TMB correlated with tobacco-related SBS4 and SBS5, whereas high TMB was associated with periodontal disease and mutations in KMT2C, MUC16, and CASP8, as well as the ID-19 signature. The gene discussed is CASP8; the disease is periodontal disorder.