Proof of principle for this concept has been provided by experiments in which i.c. administration of STZ, a pro-diabetes toxin, was shown to cause AD-type neurodegeneration [16], and early treatment with PPAR agonists was demonstrated to prevent cognitive impairment and neurodegeneration [10]. This evidence concerns the gene PPARA and diabetes mellitus.