Pathway analysis on the DEGs in Astrocytes1 between PD and Control samples indicated the dysregulation of tumor necrosis factor (TNF)-mediated signaling (CCDC3 and NOL3) in PD (Fig. 3F; Supplementary Table 7). The gene discussed is NOL3; the disease is Parkinson disease.