Specifically, the neutrophil-to-lymphocyte ratio (NLR) showed a positive correlation with HOMA-IR and serum insulin levels, irrespective of the obesity level in PCOS patients. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.