The most frequently observed pairs in AD were CCL22-CCR4/ and CCL17-CCR4 in skin, while in healthy controls they were IL37 (skin) - IL18R1/IL18RAP (PBMC) and IL34 (skin) - CSF1R (skin). Here, IL34 is linked to Alzheimer disease.