In the unadjusted model of unconditional logistic regression analysis (n = 1713), there was a significant association between family history of lung cancer and EGFR mutation rate (Odds ratio 1.47, 95% CI 1.01–2.14, P = 0.042). The gene discussed is EGFR; the disease is lung carcinoma.