The present disclosure provides methods for treating subjects having non-small cell lung cancer, wherein the methods comprise administering to the subject a cytidine analog, such as 5-azacytidine. Also provided are methods relating to identification and treatment of particular non-small cell lung cancer types sensitive to particular cytidine analogs.