The most prominent disparities in cellular communication between non-classical monocytes and other monocytes in both AD and control groups were observed in the TNF-TNFRSF1A signaling pathway (Figures 3C, D). The gene discussed is TNFRSF1A; the disease is Alzheimer disease.