Similarly, using lasso, AREG, ATF3, ZFP36, and DUSP1 were identified as a predictive gene signature (Figures 6A,B), and the diagnostic OSA model based on these four genes had an AUC of 0.842 (Figure 6C). The gene discussed is ZFP36; the disease is obstructive sleep apnea syndrome.