We excluded from the MVA the co-variables that correlated significantly with EGFR: never-smoking (p < 0.0001), adenocarcinoma histology (p = 0.013), and the time interval between radiation and surgery (p = 0.048). This evidence concerns the gene EGFR and adenocarcinoma.