TNF and IFNG were identified as upstream regulators in both AD and PSO, whereas IL4 and IL13 emerged as unique features in AD, underpinning the central role of TH2 -associated signaling in AD (Supplementary Fig. 5b). Here, IL4 is linked to Alzheimer disease.