The present invention relates to methods for novel drug discovery, treatment and selective targeting for Gefitinib-resistant non-small-cell lung cancer (NSCLC) harboring an additional mutation, in particular, to the discovery of a drug candidate or agent identified by the presently claimed method for use in treating and selective targeting Gefitinib-resistant NSCLC harboring T790M mutation.