{"title":"hs- crp -甘油三酯葡萄糖指数与阻塞性睡眠呼吸暂停之间的关系:NHANES 2015-2018的一项研究","authors":"Simin Yang , Xinwei Su","doi":"10.1016/j.rmed.2025.108412","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>High-sensitivity C-reactive protein-triglyceride glucose index (CTI) has demonstrated superior clinical utility as a dual-parameter indicator integrating both insulin resistance (IR) and systemic inflammatory status. However, the association between CTI and the risk of obstructive sleep apnea (OSA) remains unclear. Therefore, this study aimed to investigate this association utilizing data from the National Health and Nutrition Examination Survey (NHANES) database.</div></div><div><h3>Methods</h3><div>The analysis was based on data from the 2015–2018 NHANES. Multivariate logistic regression analyses were used to investigate the association between CTI and OSA, with additional exploration of the consistency of the results through restricted cubic spline (RCS) regression, receiver operating characteristic (ROC), and subgroup analyses.</div></div><div><h3>Results</h3><div>This cross-sectional study (<em>n</em> = 3512) identified a robust positive association between CTI and the risk of OSA. Full adjustment revealed 14 % increased OSA odds per CTI unit (OR = 1.14, 95 %CI 1.05–1.24), with the highest quartile demonstrating 1.35–fold elevated risk versus the lowest (95 %CI 1.08–2.70). Threshold analysis revealed nonlinear dynamics: CTI <8.755 showed 78 % OSA risk increase per unit (<em>p</em> < 0.001), versus 19 % increase above this threshold (<em>p</em> = 0.024). Subgroup analyses confirmed consistent associations across demographics. CTI outperformed hs-CRP and TyG in OSA discrimination (AUC = 0.597, 95 %CI 0.578–0.615).</div></div><div><h3>Conclusion</h3><div>This study demonstrates that elevated levels of the CTI are correlated with risk for OSA, indicating its potential utility as a biomarker for OSA.</div></div>","PeriodicalId":21057,"journal":{"name":"Respiratory medicine","volume":"248 ","pages":"Article 108412"},"PeriodicalIF":3.1000,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association between hs-CRP-triglyceride glucose index and obstructive sleep apnea: a study from NHANES 2015–2018\",\"authors\":\"Simin Yang , Xinwei Su\",\"doi\":\"10.1016/j.rmed.2025.108412\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>High-sensitivity C-reactive protein-triglyceride glucose index (CTI) has demonstrated superior clinical utility as a dual-parameter indicator integrating both insulin resistance (IR) and systemic inflammatory status. However, the association between CTI and the risk of obstructive sleep apnea (OSA) remains unclear. Therefore, this study aimed to investigate this association utilizing data from the National Health and Nutrition Examination Survey (NHANES) database.</div></div><div><h3>Methods</h3><div>The analysis was based on data from the 2015–2018 NHANES. Multivariate logistic regression analyses were used to investigate the association between CTI and OSA, with additional exploration of the consistency of the results through restricted cubic spline (RCS) regression, receiver operating characteristic (ROC), and subgroup analyses.</div></div><div><h3>Results</h3><div>This cross-sectional study (<em>n</em> = 3512) identified a robust positive association between CTI and the risk of OSA. Full adjustment revealed 14 % increased OSA odds per CTI unit (OR = 1.14, 95 %CI 1.05–1.24), with the highest quartile demonstrating 1.35–fold elevated risk versus the lowest (95 %CI 1.08–2.70). Threshold analysis revealed nonlinear dynamics: CTI <8.755 showed 78 % OSA risk increase per unit (<em>p</em> < 0.001), versus 19 % increase above this threshold (<em>p</em> = 0.024). Subgroup analyses confirmed consistent associations across demographics. CTI outperformed hs-CRP and TyG in OSA discrimination (AUC = 0.597, 95 %CI 0.578–0.615).</div></div><div><h3>Conclusion</h3><div>This study demonstrates that elevated levels of the CTI are correlated with risk for OSA, indicating its potential utility as a biomarker for OSA.</div></div>\",\"PeriodicalId\":21057,\"journal\":{\"name\":\"Respiratory medicine\",\"volume\":\"248 \",\"pages\":\"Article 108412\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-10-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Respiratory medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0954611125004755\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Respiratory medicine","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0954611125004755","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
Association between hs-CRP-triglyceride glucose index and obstructive sleep apnea: a study from NHANES 2015–2018
Background
High-sensitivity C-reactive protein-triglyceride glucose index (CTI) has demonstrated superior clinical utility as a dual-parameter indicator integrating both insulin resistance (IR) and systemic inflammatory status. However, the association between CTI and the risk of obstructive sleep apnea (OSA) remains unclear. Therefore, this study aimed to investigate this association utilizing data from the National Health and Nutrition Examination Survey (NHANES) database.
Methods
The analysis was based on data from the 2015–2018 NHANES. Multivariate logistic regression analyses were used to investigate the association between CTI and OSA, with additional exploration of the consistency of the results through restricted cubic spline (RCS) regression, receiver operating characteristic (ROC), and subgroup analyses.
Results
This cross-sectional study (n = 3512) identified a robust positive association between CTI and the risk of OSA. Full adjustment revealed 14 % increased OSA odds per CTI unit (OR = 1.14, 95 %CI 1.05–1.24), with the highest quartile demonstrating 1.35–fold elevated risk versus the lowest (95 %CI 1.08–2.70). Threshold analysis revealed nonlinear dynamics: CTI <8.755 showed 78 % OSA risk increase per unit (p < 0.001), versus 19 % increase above this threshold (p = 0.024). Subgroup analyses confirmed consistent associations across demographics. CTI outperformed hs-CRP and TyG in OSA discrimination (AUC = 0.597, 95 %CI 0.578–0.615).
Conclusion
This study demonstrates that elevated levels of the CTI are correlated with risk for OSA, indicating its potential utility as a biomarker for OSA.
期刊介绍:
Respiratory Medicine is an internationally-renowned journal devoted to the rapid publication of clinically-relevant respiratory medicine research. It combines cutting-edge original research with state-of-the-art reviews dealing with all aspects of respiratory diseases and therapeutic interventions. Topics include adult and paediatric medicine, epidemiology, immunology and cell biology, physiology, occupational disorders, and the role of allergens and pollutants.
Respiratory Medicine is increasingly the journal of choice for publication of phased trial work, commenting on effectiveness, dosage and methods of action.