On meta-regression, increasing the mean TNF-α level was associated with increased age in OSA patients (Coefficient [Q]: 0.79, 95% CI, 0.14–1.45, P = 0.019), and the TNF-α level was consistently correlated with the severity of OSA in the subgroup analysis. The gene discussed is TNF; the disease is obstructive sleep apnea syndrome.