Based on BMP5 and closely related hub genes such as CHRDL1, GIMAP8, and KAL1, we constructed and improved a prognostic risk model that effectively evaluated the prognosis of lung adenocarcinoma. This evidence concerns the gene CHRDL1 and lung adenocarcinoma.