Increased TNF-α levels were positively correlated with BMI, WHR, NC, glucose, TC, TG, LDL-C, VLDL, SBP, and DBP, indicating a strong link between TNF-α and metabolic and cardiovascular parameters commonly affected by obesity and metabolic syndrome. Here, TNF is linked to obesity due to melanocortin 4 receptor deficiency.