After adjusting for confounding factors (including age, sex and BMI) by multiple linear regression, increased AHI was significantly correlated with higher synaptophysin level in CSF from AD-OSA patients [β, 0.036; 95% CI (0.018, 0.053); p < 0.001] (Figure 3). The gene discussed is SYP; the disease is Alzheimer disease.