Interestingly, the results of this meta-analysis suggested that polymorphisms in the adipokine genes, ADIPOQ, IL-1β, IL-6, and TNF-α, increase the risk of obesity [19]. This evidence concerns the gene IL6 and obesity due to melanocortin 4 receptor deficiency.