TNF and Alzheimer disease: Other studies using a meta-analysis of cytokines in AD also identified a specific pattern of cytokines (IL-6, TNF-α, IL-1β, TGF-β, IL-12, and IL-18) in serum as well as in CSF (TGF-β) (Swardfager et al., 2010).