We also found that 117 DEPs, including ADAM10, were closely associated to the AD‐specific β‐amyloid and tau pathologies; and the changes of IDH3B and RTN1 had a potential diagnostic value for cognitive impairment analyzed by machine learning. Here, ADAM10 is linked to Cognitive impairment.