To assess the relevance of the estimated cell-type proportions in disease studies, we re-analyzed the ROSMAP dataset to identify genes whose expression levels are associated with Alzheimer’s disease (AD) and its related neuropathology, namely amyloid beta and tau proteins. The gene discussed is MAPT; the disease is early-onset autosomal dominant Alzheimer disease.