MAPT and Alzheimer disease: Moreover, the authors identified specific SM and PC through machine-learning methods to generate an AD-specific brain metabolite signature, and then clustered them to map the key biological pathways implicated in AD pathogenesis including tau phosphorylation, Aβ metabolism, calcium homeostasis, acetylcholine biosynthesis, and apoptosis.