These increased TMAO levels are correlated with key AD biomarkers, such as phosphorylated tau protein, the tau to amyloid-beta (Aβ42) ratio, and markers of neuronal degeneration, including total tau and neurofilament light chain proteins (127). Here, MAPT is linked to Alzheimer disease.