In conclusion, the mutation of EGFR was associated with adenocarcinoma, smoking status, and gender and the polymorphisms of the IGF1R rs2229765 gene were associated with the L858R mutation of EGFR in female lung adenocarcinoma patients who had never smoked. The gene discussed is EGFR; the disease is adenocarcinoma.