NDUFS7 and Alzheimer disease: In AD, genes such as NDUFS7, COX10, and CYCS (encoding cytochrome c) were strongly associated with oxidative phosphorylation and mitochondrial metal ion and cofactor homeostasis, emphasizing the critical role of electron transport chain integrity in neuronal survival.