Multi-algorithmic topological analysis identified five hub genes, NDUFAB1, UQCRC1, UQCRFS1, NDUFS3, and MRPL15, whose dysregulated expression and protein interaction interference overlapped in musculoskeletal aging and AD. Here, MRPL15 is linked to Alzheimer disease.