Of the identified genes in our study, FTO, GNPDA2, MC4R, MTCH2, NEGR1, SH2B1, TMEM18 are unequivocally regarded as obesity genes associated with PCOS, as supported by contemporary evidence [54]. Here, NEGR1 is linked to obesity due to melanocortin 4 receptor deficiency.