<h4>Background</h4>The ATN (Amyloid/Tau/Neurodegeneration) framework provides a theory-driven approach to Alzheimer's disease (AD) classification using binary biomarker cutoffs, while unsupervised machine learning offers data-driven phenotyping. Here, MAPT is linked to early-onset autosomal dominant Alzheimer disease.