For example, six upregulated genes (Ndufa2, Ndufs4, Cox8b, Cox4i1, Cox7ai, and Cox7c) were involved in both metabolic and AD-related pathways, highlighting the interconnectedness of these processes. This evidence concerns the gene NDUFS4 and Alzheimer disease.