{"title":"超重或肥胖成人甘油三酯-葡萄糖指数和修正指数与动脉僵硬度的相关性","authors":"Yuchen Tang, Li Li, Jialin Li","doi":"10.3389/fendo.2024.1499120","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Insulin resistance (IR) contributes substantially to the development of cardiovascular disease (CVD) and metabolic disorders, particularly obesity. The homeostatic model assessment of IR is a prevalent IR indicator, but insulin measurement is quite impractical for widely use. Given its convenience and accessibility, the triglyceride-glucose (TyG) index, along with modified indices such as the triglyceride-glucose-waist circumference (TyG-WC) and triglyceride-glucose-waist-height ratio (TyG-WHtR), are gaining recognition as practical tools for assessing IR. This study aimed to investigate the specific correlation between the TyG index and its modified indices with arterial stiffness in an overweight or obese population and to explore novel, self-defined modified TyG indices for identifying individuals at elevated risk for such conditions.</p><p><strong>Methods: </strong>This retrospective study included 1,143 overweight or obese individuals from 2021 to 2023. Medical data, including brachial-ankle pulse wave velocity (baPWV), were collected. Two novel modified TyG indices, TyG-1h and TyG-2h, were defined by substituting the fasting glucose level in the TyG formula with 1-hour and 2-hour post-load plasma glucose levels, respectively. Multivariate logistic regression analyses were conducted to identify parameters that demonstrated a statistically significant correlation with arterial stiffness, defined as a baPWV threshold of ≥ 1400 cm/s. Additionally, restricted cubic spline (RCS) modelling was employed to further explore these relationships in a visually interpretable manner. To evaluate and compare the diagnostic accuracy of the conventional TyG index and its novel modified versions, receiver operating characteristic (ROC) curve analyses were performed.</p><p><strong>Results: </strong>Our findings revealed that individuals with arterial stiffness presented significantly elevated TyG index and all its modified versions (P< 0.05). By utilizing a binary logistic regression model and adjusting for potential confounders, we determined that all TyG-related parameters independently correlated with an increased risk of developing arterial stiffness. Moreover, TyG-WHtR displayed the best correlation (OR 3.071, 95% CI 1.496-6.303) when stratified by quartiles, followed by TyG-1h (OR 2.298, 95% CI 1.248-4.234) and TyG-2h (OR 2.115, 95% CI 1.175-3.807). ROC curves suggested that TyG-1h and TyG-2h demonstrated superior diagnostic performance compared to TyG, with AUCs of 0.685, 0.679 and 0.673, respectively.</p><p><strong>Conclusions: </strong>The modified TyG indices exhibited strong effectiveness in identifying arterial stiffness in Chinese overweight or obese individuals.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"15 ","pages":"1499120"},"PeriodicalIF":3.9000,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11685072/pdf/","citationCount":"0","resultStr":"{\"title\":\"Correlations of the triglyceride-glucose index and modified indices with arterial stiffness in overweight or obese adults.\",\"authors\":\"Yuchen Tang, Li Li, Jialin Li\",\"doi\":\"10.3389/fendo.2024.1499120\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Insulin resistance (IR) contributes substantially to the development of cardiovascular disease (CVD) and metabolic disorders, particularly obesity. The homeostatic model assessment of IR is a prevalent IR indicator, but insulin measurement is quite impractical for widely use. Given its convenience and accessibility, the triglyceride-glucose (TyG) index, along with modified indices such as the triglyceride-glucose-waist circumference (TyG-WC) and triglyceride-glucose-waist-height ratio (TyG-WHtR), are gaining recognition as practical tools for assessing IR. This study aimed to investigate the specific correlation between the TyG index and its modified indices with arterial stiffness in an overweight or obese population and to explore novel, self-defined modified TyG indices for identifying individuals at elevated risk for such conditions.</p><p><strong>Methods: </strong>This retrospective study included 1,143 overweight or obese individuals from 2021 to 2023. Medical data, including brachial-ankle pulse wave velocity (baPWV), were collected. Two novel modified TyG indices, TyG-1h and TyG-2h, were defined by substituting the fasting glucose level in the TyG formula with 1-hour and 2-hour post-load plasma glucose levels, respectively. Multivariate logistic regression analyses were conducted to identify parameters that demonstrated a statistically significant correlation with arterial stiffness, defined as a baPWV threshold of ≥ 1400 cm/s. Additionally, restricted cubic spline (RCS) modelling was employed to further explore these relationships in a visually interpretable manner. To evaluate and compare the diagnostic accuracy of the conventional TyG index and its novel modified versions, receiver operating characteristic (ROC) curve analyses were performed.</p><p><strong>Results: </strong>Our findings revealed that individuals with arterial stiffness presented significantly elevated TyG index and all its modified versions (P< 0.05). By utilizing a binary logistic regression model and adjusting for potential confounders, we determined that all TyG-related parameters independently correlated with an increased risk of developing arterial stiffness. Moreover, TyG-WHtR displayed the best correlation (OR 3.071, 95% CI 1.496-6.303) when stratified by quartiles, followed by TyG-1h (OR 2.298, 95% CI 1.248-4.234) and TyG-2h (OR 2.115, 95% CI 1.175-3.807). 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引用次数: 0
摘要
背景:胰岛素抵抗(IR)在很大程度上促进了心血管疾病(CVD)和代谢紊乱,特别是肥胖的发展。稳态模型评价IR是一种流行的IR指标,但胰岛素测量在广泛应用方面是不切实际的。由于其方便性和可及性,甘油三酯-葡萄糖(TyG)指数,以及改进后的指标,如甘油三酯-葡萄糖-腰围(TyG- wc)和甘油三酯-葡萄糖-腰高比(TyG- whtr),正逐渐被认可为评估IR的实用工具。本研究旨在探讨超重或肥胖人群中TyG指数及其修正指数与动脉僵硬度之间的具体相关性,并探索新的、自定义的修正TyG指数,以识别此类疾病高风险个体。方法:本回顾性研究纳入了2021年至2023年1143名超重或肥胖个体。收集包括肱-踝脉搏波速度(baPWV)在内的医学数据。通过将TyG公式中的空腹血糖水平分别替换为1小时和2小时后的血浆血糖水平,定义了两个新的改进的TyG指数TyG-1h和TyG-2h。进行多变量logistic回归分析,以确定与动脉僵硬(baPWV阈值≥1400 cm/s)有统计学意义相关的参数。此外,采用限制三次样条(RCS)建模以视觉可解释的方式进一步探索这些关系。为了评价和比较传统的TyG指数和其新的修改版本的诊断准确性,进行了受试者工作特征(ROC)曲线分析。结果:我们的研究结果显示,动脉僵硬个体的TyG指数及其修正版本均显著升高(P< 0.05)。通过使用二元逻辑回归模型并调整潜在混杂因素,我们确定所有tyg相关参数与动脉僵硬风险增加独立相关。在四分位数分层中,TyG-WHtR的相关性最好(OR 3.071, 95% CI 1.496 ~ 6.303),其次是TyG-1h (OR 2.298, 95% CI 1.248 ~ 4.234)和TyG-2h (OR 2.115, 95% CI 1.175 ~ 3.807)。ROC曲线显示,TyG-1h和TyG-2h的诊断效能优于TyG, auc分别为0.685、0.679和0.673。结论:改良的TyG指数在识别中国超重或肥胖人群的动脉僵硬方面表现出很强的有效性。
Correlations of the triglyceride-glucose index and modified indices with arterial stiffness in overweight or obese adults.
Background: Insulin resistance (IR) contributes substantially to the development of cardiovascular disease (CVD) and metabolic disorders, particularly obesity. The homeostatic model assessment of IR is a prevalent IR indicator, but insulin measurement is quite impractical for widely use. Given its convenience and accessibility, the triglyceride-glucose (TyG) index, along with modified indices such as the triglyceride-glucose-waist circumference (TyG-WC) and triglyceride-glucose-waist-height ratio (TyG-WHtR), are gaining recognition as practical tools for assessing IR. This study aimed to investigate the specific correlation between the TyG index and its modified indices with arterial stiffness in an overweight or obese population and to explore novel, self-defined modified TyG indices for identifying individuals at elevated risk for such conditions.
Methods: This retrospective study included 1,143 overweight or obese individuals from 2021 to 2023. Medical data, including brachial-ankle pulse wave velocity (baPWV), were collected. Two novel modified TyG indices, TyG-1h and TyG-2h, were defined by substituting the fasting glucose level in the TyG formula with 1-hour and 2-hour post-load plasma glucose levels, respectively. Multivariate logistic regression analyses were conducted to identify parameters that demonstrated a statistically significant correlation with arterial stiffness, defined as a baPWV threshold of ≥ 1400 cm/s. Additionally, restricted cubic spline (RCS) modelling was employed to further explore these relationships in a visually interpretable manner. To evaluate and compare the diagnostic accuracy of the conventional TyG index and its novel modified versions, receiver operating characteristic (ROC) curve analyses were performed.
Results: Our findings revealed that individuals with arterial stiffness presented significantly elevated TyG index and all its modified versions (P< 0.05). By utilizing a binary logistic regression model and adjusting for potential confounders, we determined that all TyG-related parameters independently correlated with an increased risk of developing arterial stiffness. Moreover, TyG-WHtR displayed the best correlation (OR 3.071, 95% CI 1.496-6.303) when stratified by quartiles, followed by TyG-1h (OR 2.298, 95% CI 1.248-4.234) and TyG-2h (OR 2.115, 95% CI 1.175-3.807). ROC curves suggested that TyG-1h and TyG-2h demonstrated superior diagnostic performance compared to TyG, with AUCs of 0.685, 0.679 and 0.673, respectively.
Conclusions: The modified TyG indices exhibited strong effectiveness in identifying arterial stiffness in Chinese overweight or obese individuals.
期刊介绍:
Frontiers in Endocrinology is a field journal of the "Frontiers in" journal series.
In today’s world, endocrinology is becoming increasingly important as it underlies many of the challenges societies face - from obesity and diabetes to reproduction, population control and aging. Endocrinology covers a broad field from basic molecular and cellular communication through to clinical care and some of the most crucial public health issues. The journal, thus, welcomes outstanding contributions in any domain of endocrinology.
Frontiers in Endocrinology publishes articles on the most outstanding discoveries across a wide research spectrum of Endocrinology. The mission of Frontiers in Endocrinology is to bring all relevant Endocrinology areas together on a single platform.