Finally, we conducted a machine learning classification of dementia stages using brain dynamics and protein burden features and corroborated previous findings from a previous computational modelling study with this subset of participants 28, indicating a dominant role of Aβ and tau burden at MCI and AD stages, respectively. This evidence concerns the gene MAPT and Alzheimer disease.