In our study, we quantitatively measured some of the CT parameters, such as diameter, TDR, Erel, emphysema, and found that gender, smoking history, emphysema, diameter and TDR had some predictive value in wild-type and different EGFR mutation subtypes. The gene discussed is EGFR; the disease is pulmonary emphysema.