Albain et al. demonstrated that a good PS, female sex, age ≤ 70 years, Hb level > 11 g/dL, and normal lactate dehydrogenase levels were associated with improved outcomes in patients with advanced NSCLC [9]. The gene discussed is GSTM1; the disease is non-small cell lung carcinoma.