IR did not correlate with the MMPs, ADAMS, ADAMTS, or IGF-1/IGFBP-1 when BMI was accounted for, suggesting that it is obesity which is accompanied by IR, rather than IR alone, that may modulate these ECM parameters in PCOS. This evidence concerns the gene IGFBP1 and Obesity.