Kai Kang , Qianqian Wang , Yujie Li , Haozhen Yu , Zhao Dong
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Logistic regression models, restricted cubic splines, ROC curves, and decision curve analysis (DCA) were used to assess associations and predictive performance.</div></div><div><h3>Results</h3><div>All TyG-related indices were positively associated with glaucoma in fully adjusted models. Individuals in the highest TyG quartile had more than twice the odds of glaucoma compared to the lowest quartile (OR = 2.05; 95 % CI: 1.69–2.48, <em>p</em> < 0.0001). TyG-BMI, TyG-WC, and TyG-WHtR also showed increased risks (ORs: 1.57, 95 % CI: 1.29–1.90, <em>p</em> < 0.0001; 1.69, 95 % CI: 1.39–2.04, p < 0.0001; 1.71, 95 % CI: 1.41–2.07, p < 0.0001, respectively). These associations were consistent across age, sex, and race subgroups. A linear relationship was found for TyG, while its derivatives displayed nonlinear trends. TyG showed the best discriminative ability (AUC = 0.831; 95 % CI: 0.804–0.858, <em>p</em> < 0.0001), exceeding BMI, WC, and WHtR. DCA revealed higher net benefit for TyG-based indices, particularly TyG-WHtR and TyG-WC.</div></div><div><h3>Conclusions</h3><div>The TyG index and its derivatives are strong, independent predictors of glaucoma in hypertensive adults, with better diagnostic and clinical value than traditional obesity measures.</div></div>","PeriodicalId":94003,"journal":{"name":"Experimental gerontology","volume":"210 ","pages":"Article 112888"},"PeriodicalIF":4.3000,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Associations between triglyceride-glucose index and glaucoma risk in hypertensive adults: Evidence from a nationally representative cohort\",\"authors\":\"Kai Kang , Qianqian Wang , Yujie Li , Haozhen Yu , Zhao Dong\",\"doi\":\"10.1016/j.exger.2025.112888\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>The triglyceride-glucose (TyG) index and its obesity-related derivatives have emerged as surrogate markers for metabolic dysfunction. This study aimed to explore their associations with glaucoma in hypertensive adults in the U.S. using NHANES data.</div></div><div><h3>Methods</h3><div>A total of 2458 hypertensive participants aged 40 years or older from NHANES 2005–2008 were included. Glaucoma was defined according to ISGEO-compatible structural and functional criteria. TyG, TyG-BMI, TyG-WC, and TyG-WHtR were calculated using standard formulas. Logistic regression models, restricted cubic splines, ROC curves, and decision curve analysis (DCA) were used to assess associations and predictive performance.</div></div><div><h3>Results</h3><div>All TyG-related indices were positively associated with glaucoma in fully adjusted models. Individuals in the highest TyG quartile had more than twice the odds of glaucoma compared to the lowest quartile (OR = 2.05; 95 % CI: 1.69–2.48, <em>p</em> < 0.0001). TyG-BMI, TyG-WC, and TyG-WHtR also showed increased risks (ORs: 1.57, 95 % CI: 1.29–1.90, <em>p</em> < 0.0001; 1.69, 95 % CI: 1.39–2.04, p < 0.0001; 1.71, 95 % CI: 1.41–2.07, p < 0.0001, respectively). These associations were consistent across age, sex, and race subgroups. A linear relationship was found for TyG, while its derivatives displayed nonlinear trends. TyG showed the best discriminative ability (AUC = 0.831; 95 % CI: 0.804–0.858, <em>p</em> < 0.0001), exceeding BMI, WC, and WHtR. DCA revealed higher net benefit for TyG-based indices, particularly TyG-WHtR and TyG-WC.</div></div><div><h3>Conclusions</h3><div>The TyG index and its derivatives are strong, independent predictors of glaucoma in hypertensive adults, with better diagnostic and clinical value than traditional obesity measures.</div></div>\",\"PeriodicalId\":94003,\"journal\":{\"name\":\"Experimental gerontology\",\"volume\":\"210 \",\"pages\":\"Article 112888\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Experimental gerontology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0531556525002177\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental gerontology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0531556525002177","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
甘油三酯-葡萄糖(TyG)指数及其肥胖相关衍生物已成为代谢功能障碍的替代标志物。本研究旨在利用NHANES数据,探讨它们与美国高血压成人青光眼的关系。方法纳入NHANES 2005-2008年度40岁及以上高血压患者2458例。青光眼根据isgeo兼容的结构和功能标准进行定义。采用标准公式计算TyG、TyG- bmi、TyG- wc和TyG- whtr。使用逻辑回归模型、受限三次样条、ROC曲线和决策曲线分析(DCA)来评估相关性和预测性能。结果在全校正模型中,tyg相关指标均与青光眼呈正相关。TyG最高四分位数的个体患青光眼的几率是最低四分位数的两倍多(OR = 2.05; 95% CI: 1.69-2.48, p < 0.0001)。TyG-BMI、TyG-WC和TyG-WHtR也显示出风险增加(or: 1.57, 95% CI: 1.29-1.90, p < 0.0001; 1.69, 95% CI: 1.39-2.04, p < 0.0001; 1.71, 95% CI: 1.41-2.07, p < 0.0001)。这些关联在年龄、性别和种族亚组中是一致的。TyG呈线性关系,其导数呈非线性趋势。TyG表现出最好的鉴别能力(AUC = 0.831; 95% CI: 0.804-0.858, p < 0.0001),优于BMI、WC和WHtR。DCA显示基于tyg的指数,特别是TyG-WHtR和TyG-WC的净效益更高。结论TyG指数及其衍生物是高血压成人青光眼的独立预测指标,比传统的肥胖指标具有更好的诊断和临床价值。
Associations between triglyceride-glucose index and glaucoma risk in hypertensive adults: Evidence from a nationally representative cohort
Background
The triglyceride-glucose (TyG) index and its obesity-related derivatives have emerged as surrogate markers for metabolic dysfunction. This study aimed to explore their associations with glaucoma in hypertensive adults in the U.S. using NHANES data.
Methods
A total of 2458 hypertensive participants aged 40 years or older from NHANES 2005–2008 were included. Glaucoma was defined according to ISGEO-compatible structural and functional criteria. TyG, TyG-BMI, TyG-WC, and TyG-WHtR were calculated using standard formulas. Logistic regression models, restricted cubic splines, ROC curves, and decision curve analysis (DCA) were used to assess associations and predictive performance.
Results
All TyG-related indices were positively associated with glaucoma in fully adjusted models. Individuals in the highest TyG quartile had more than twice the odds of glaucoma compared to the lowest quartile (OR = 2.05; 95 % CI: 1.69–2.48, p < 0.0001). TyG-BMI, TyG-WC, and TyG-WHtR also showed increased risks (ORs: 1.57, 95 % CI: 1.29–1.90, p < 0.0001; 1.69, 95 % CI: 1.39–2.04, p < 0.0001; 1.71, 95 % CI: 1.41–2.07, p < 0.0001, respectively). These associations were consistent across age, sex, and race subgroups. A linear relationship was found for TyG, while its derivatives displayed nonlinear trends. TyG showed the best discriminative ability (AUC = 0.831; 95 % CI: 0.804–0.858, p < 0.0001), exceeding BMI, WC, and WHtR. DCA revealed higher net benefit for TyG-based indices, particularly TyG-WHtR and TyG-WC.
Conclusions
The TyG index and its derivatives are strong, independent predictors of glaucoma in hypertensive adults, with better diagnostic and clinical value than traditional obesity measures.