ALDH1A1 is involved in cellular detoxification and retinoic acid signaling, which may contribute to immune modulation, while HADHA's role in fatty acid β-oxidation influences tumor microenvironment reprogramming. The gene discussed is ALDH1A1; the disease is neoplasm.