By means of a regulatory network-based approach aimed at identifying common master regulators (MRs), the authors showed that 5xFAD and APP/PS1 mice shared more MRs with early-onset than with late-onset AD cases, while the hAβ-KI mouse profile did not discriminate between early and late AD cases. This evidence concerns the gene PSEN1 and Alzheimer disease.