We also discovered 23 rare variants in the APC, ATM, BRCA1, BRCA2, CDH1, CHEK2, MSH2, MSH6, PTEN, STK11, and TP53 genes that may confer increased risk for lung cancer. Here, CHEK2 is linked to lung carcinoma.