Also, using the simple mode method, the macrophage inflammatory protein 1b (MIP1b) level is inversely related to PCOS (OR = 0.714, 95% CI = 0.517 – 0.986, P = 0.045). This evidence concerns the gene CCL4 and polycystic ovary syndrome.