1. Immunotherapy targeting PD-1 and PD-L1 has shown exciting promise in NSCLC, with several trials reporting benefit in patients who are positive for the PDL-1 marker, though 9-20% of PDL-1 negative tumors also responded. 2. Studies have found that resistance to EGFR and ALK tyrosine kinase inhibitors can develop through additional mutations, but new inhibitors targeting these resistance mutations like AZD9291 and ceritinib have shown efficacy in treating tumors after initial resistance. 3. Insights into lung cancer biology have come from sequencing tumor DNA from smokers and non-smokers, finding some tumors are heterogeneous with different mutations in different metastases, and that initial mutations may