No significant causal association was found between genetically driven LDL-c, total cholesterol, triglycerides, apolipoprotein A-I, apolipoprotein B, C-reactive protein, bioavailable testosterone, oestradiol and OSA (Figure 3). Here, APOA1 is linked to obstructive sleep apnea syndrome.