INS and obstructive sleep apnea syndrome: Xu and colleagues combined both anthropometric and biochemical features (glucose, insulin, and apolipoprotein B levels), displaying an AUC of 0.84 [39], while Hsu and colleagues opted for anthropometric features alone, displaying an AUC of 0.88 for moderate–severe OSA detection [42].