Among the individuals with obesity, AMH was found to be the most effective diagnostic parameter for PCOS (AUC = 0.879), with a sensitivity of 73.13%, specificity of 89.58%, and cut off value of 5.63 (Table 5, Fig. 2). The gene discussed is AMH; the disease is obesity disorder.