Interestingly, we also observed that the number of DEGs in the lysosomal pathway increased markedly with age, suggesting that ATP6V0d2 and CTSD gene dysfunction may negatively affect the degradation systems and may be linked to AD development. This evidence concerns the gene CTSD and Alzheimer disease.