Remarkably, Arrieta et al. showed that metformin, when combined with epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI) therapy, improved survival in a randomized study for patients with advanced lung adenocarcinoma compared to EGFR-TKIs alone [20]. The gene discussed is EGFR; the disease is lung adenocarcinoma.