Recently, Liu et al. 20 found that CT-based radiological features could provide useful information regarding the lung cancer phenotype, and the model that they built could predict the presence of EGFR mutations, where all patients with peripheral lung adenocarcinomas came from Asian. The gene discussed is EGFR; the disease is lung cancer.