After menopause, the protection seems to weaken in females and the onset of diabetes induces changes in renal gene expression patterns, including those related to mitochondrial metabolism or FAO (Crot, Aldh1a1, Hmgcs2, Acadm) (58). The gene discussed is ALDH1A1; the disease is diabetes mellitus.