We reveal the independent role of inhibition of MCI on reducing Alzheimer’s disease risk and identified a mitochondrial-related gene, NDUFA2, as a key mediator in the brain. Here, NDUFA2 is linked to early-onset autosomal dominant Alzheimer disease.