These gaps in knowledge are especially evident in lung adenocarcinoma (LUAD), a major subtype of non-small cell lung cancer (NSCLC), where CHRDL1’s function has yet to be fully elucidated. The gene discussed is CHRDL1; the disease is non-small cell lung carcinoma.