Bycombining multiscale MD simulations with unsupervised machine learninganalysis, we provide an atomistic perspective on how these mutationsmodulate the TREM2–DAP12 complex stability and their potentialimplications in Alzheimer’s disease pathogenesis. This evidence concerns the gene TYROBP and early-onset autosomal dominant Alzheimer disease.