Most importantly, BDH1, TRAP1, OPA1, DLD and SPG7 were negatively correlated with a variety of immune cells, suggesting that these hub MitoDEGs are co-regulatory molecules of immunity and metabolism in AD. This evidence concerns the gene BDH1 and Alzheimer disease.