CTSH and Hyperglycemia: This study explores the link between CTSH and lung cancer, covering global trends in lung cancer and hyperglycemia, MR analysis of CTSH and 233 metabolic traits, and scRNA analysis, along with multi‐level validation of CTSH expression in LUAD.