Furthermore, comparing to women with higher OC and higher PTH levels, women with lower OC and lower PTH leves had higher risks of diabetes, hyperglyceridemia, and low HDL-C, while had lower risks of hypercholesterolemia and high LDL-C. The gene discussed is PTH; the disease is Hypercholesterolemia.