A notable correlation of our risk score with somatic mutations in gene KRAS, KEAP1, STK11, and co-occurring KRAS/KEP1A mutations was found in NSCLC (Figure 4E). The gene discussed is KEAP1; the disease is non-small cell lung carcinoma.