Elevated TNF-α and IL-6 levels in obese PCOS further emphasize the role of chronic inflammation in exacerbating metabolic dysfunction, as corroborated by Kaur et al., who reported a similar inflammatory profile in obese PCOS patients [20]. This evidence concerns the gene IL6 and inflammatory response.