TNF and Sleep disturbance: Thus, our data indicate that the IL-1β-31TT genotype and the APOEε4 allele were associated with sleep disturbances in AD patients and that these two SNPs synergistically enhanced LPS-induced IL-1β, IL-6 and TNF-α overexpression in white blood cells from AD patients with sleep disturbances.