Our findings of a correlation between EGFR gene mutations identified by the classifier and tumor response to EGFR-TKI treatment and such treatment’s lack of impact on OS were also consistent with previous studies in which EGFR gene mutation status was tested in tumor tissue [4–8]. The gene discussed is EGFR; the disease is neoplasm.