A nationwide case-referent study in Taiwan reported that prolong PM2.5 exposure increased the risk of adenocarcinoma-related lung cancer in both females and males, in people with and without EGFR mutations, and in both early and advanced stages of adenocarcinoma-related lung cancer (Lin et al, 2024). This evidence concerns the gene EGFR and adenocarcinoma.