To examine whether the RF predictor is also predictive of treatment response at recurrent disease settings, we further validated the predictor on data from 26 patients with relapsed or metastatic NSCLC who had EGFR mutation and received erlotinib as second-line treatment (GSE33072 [46]). This evidence concerns the gene EGFR and non-small cell lung carcinoma.