TNF and obesity due to melanocortin 4 receptor deficiency: These findings suggest that while obesity contributes to elevated TNF-α levels at the clinical level, as seen in subgroup analyses, the variation in mean BMI across studies does not explain the heterogeneity observed in this meta-analysis.