TNF and obesity due to melanocortin 4 receptor deficiency: Individuals with PCOS and a normal weight have also been found to have higher circulating levels of TNF-α (tumor necrosis factor-alpha) compared to healthy controls, supporting evidence that PCOS is a pro-inflammatory state, even in the absence of obesity [21].