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Here, we performed a comprehensive qualitative and quantitative analysis to estimate the contribution of variants from candidate genes to the risk of OSA.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>Qualitative analysis was conducted to find the relationships for all included genes. Then, quantitative analysis of both allele models and genotype models was applied to evaluate the risk variants for OSA. Furthermore, a similar analysis was performed in different ethnic groups.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>We included 152 publications containing 75\u00a0genes for qualitative analysis. Among them, we included 93 articles containing 28 variants from 16\u00a0genes for quantitative analysis. Through allele models, we found 10 risk variants for OSA (rs1801133 of<jats:italic>MTHFR<\/jats:italic>,<jats:italic>\u025b<\/jats:italic>4 of<jats:italic>ApoE<\/jats:italic>, \u22121438G\/A of<jats:italic>5<\/jats:italic>\u2010<jats:italic>HT2A<\/jats:italic>, \u2212308G\/A of<jats:italic>TNF<\/jats:italic>\u2010<jats:italic>\u03b1<\/jats:italic>, Pro1019Pro of<jats:italic>LEPR<\/jats:italic>, rs1130864 and rs2794521 of<jats:italic>CRP<\/jats:italic>, D\/I of<jats:italic>ACE<\/jats:italic>, LPR and VNTR of<jats:italic>5<\/jats:italic>\u2010<jats:italic>HTT<\/jats:italic>) with the ORs of 1.21\u20132.07 in global population. We found that the variant of \u025b2 of<jats:italic>ApoE<\/jats:italic>could uniquely decrease the risk of OSA in the East Asian subgroup, while the other 6 variants, including \u025b4 in<jats:italic>ApoE<\/jats:italic>, \u2212308G\/A in<jats:italic>TNF<\/jats:italic>\u2010<jats:italic>\u03b1<\/jats:italic>, Pro1019Pro in<jats:italic>LEPR<\/jats:italic>, D\/I in<jats:italic>ACE<\/jats:italic>, LPR and VNTR in<jats:italic>5<\/jats:italic>\u2010<jats:italic>HTT<\/jats:italic>, could increase the risk of OSA. As for the European subpopulation, we only found that \u2212308G\/A in<jats:italic>TNF<\/jats:italic>\u2010<jats:italic>\u03b1<\/jats:italic>could increase the risk for OSA.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>Eleven variants from the candidate genes are associated with the risk of OSA, which also show ethnicity differences in East Asian and European subgroups.<\/jats:p><\/jats:sec>","DOI":"10.1111\/eci.13673","type":"journal-article","created":{"date-parts":[[2021,8,26]],"date-time":"2021-08-26T08:21:10Z","timestamp":1629966070000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Variants of candidate genes associated with the risk of obstructive sleep apnea"],"prefix":"10.1111","volume":"52","author":[{"given":"Minhan","family":"Yi","sequence":"first","affiliation":[{"name":"Department of Respiratory Medicine Xiangya Hospital, Central South University Changsha 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