There are some verified PD-associated genes in the hypo-up gene list, such as ARG1, of which the upregulation is one phenomenon of the alterative activation states of microglia, and microglia-mediated neuroinflammation is a hallmark of PD [49]. This evidence concerns the gene ARG1 and Parkinson disease.