The comparative analysis revealed ten genes—H19, CCL2, CSF3, IL17REL, MMP9, PDLIM1, MMRN1, SLPI, S100A8, and S100A9—that exhibited consistent differential expression patterns across AD, HD, and PD. Here, MMRN1 is linked to Parkinson disease.