This present study found that a higher level of HDL-CH was associated with a decreased risk of both pre-OSA and OSA, while triglyceride and FBG were positively associated with the risk of both pre-OSA and OSA. The gene discussed is C4B; the disease is obstructive sleep apnea syndrome.