TNF and Alzheimer disease: Moreover, the upstream regulators significantly associated with DEGs in the hippocampus included “TNF”, “TGFB1”, “MAPT”, “APP”, all of which have been associated with AD (P-value < 0.05; Supplementary Table S10).