TNF and obesity due to melanocortin 4 receptor deficiency: Several studies reported consistently elevated TNF-α levels in PCOS, such as studies by Sathyapalan et al. and Brenjian et al., which observed significantly higher TNF-α concentrations in women with PCOS, particularly in those with obesity and insulin resistance [8,10.