TNF and Obesity: Studies on both overweight and obese women have found that serum TNFα and IL-6 levels were positively correlated [48] while Ozay et al. [35] found that HFD-induced obesity in male Wistar albino rats (22% fat for 12 weeks) increased plasma TNFα without altering plasma IL-6.