The co‐localization analysis revealed that overall lung cancer, lung adenocarcinoma, and CTSH shared a common causal variant at chromosome 15 rs34593439 with a PPH4 value of 0.99 (PPH4 > 0.8), indicating high support for shared causal variants. The gene discussed is CTSH; the disease is lung adenocarcinoma.