Patients with the somatic rs121434569 CC genotype (i.e. lacking the somatic T790M mutation) in combination with an activating EGFR mutation (e.g. L858R or exon 19 deletion) may have decreased likelihood of acquired resistance to erlotinib as compared to patients with the CT or TT genotypes. Other genetic and clinical factors may also affect response to erlotinib.