also applied a machine learning approach to the study of OSA and NSCLC by screening for two OSA-associated target genes (EXO1 and KRT6A) affecting lung adenocarcinoma treatment and prognosis and obtaining three sets of clusters after clustering and analyzing the relevant populations. The gene discussed is EXO1; the disease is obstructive sleep apnea syndrome.