TNF and vitamin D deficiency: Furthermore, vitamin D deficiency has been associated with serum concentrations of inflammatory biomarkers including interleukin (IL)-6, tumor necrosis factor (TNF)-α, and C-reactive protein (CRP) in obese individuals [43], and increased dietary intake of vitamin D has been linked with lower visceral adiposity and adipocyte size [43].