Our association analysis of DNA methylation with cell line response to chemotherapy agents elucidated very strong associations of TREX1 methylation and expression with SCLC sensitivity to Aurora kinase inhibitors, antimitotic agents, a CDK inhibitor, and an ATR inhibitor. The gene discussed is TREX1; the disease is small cell lung carcinoma.