Triglyceride/Glucose Index (TyG Index) as a marker of glucose status conversion among reproductive-aged women in Jakarta, Indonesia: The Bogor cohort study (2011–2016)

Abstract Background Recent studies have suggested the triglyceride-glucose index (TyG index) may serve as a suitable substitute for insulin resistance. However, evidence for the relationship between TyG index and risk of diabetes remains limited. This study sought to explore the association of baseline TyG index with risk of developing diabetes in Chinese adults. Methods This retrospective cohort study was conducted using data from the health screening program in China. A total of 201,298 non-diabetic individuals were included. TyG index was calculated as Ln [fasting plasma glucose (mg/dL) × fasting triglyceride level (mg/dL) / 2]. Diabetes was defined as fasting plasma glucose ≥126 mg/dL and/or self-reported diabetes. Cox proportion-hazard model was employed to evaluate the independent impact of baseline TyG index on future diabetes risk. Sensitivity and subgroup analyses were implemented to verify the reliability of results. Notably, data were downloaded from the DATADRYAD website, and used only for secondary analyses. Results During an average follow-up of 3.12 years, among 201,298 individuals aged ≥20 years, 3389 subjects developed diabetes. After adjusting for potential confounders, elevated TyG index were independently correlated with greater risk of incident diabetes (hazard ratio (HR), 3.34; 95% confidence interval (CI), 3.11–3.60). Compared with the lowest quartile (Q1), increasing TyG index (Q2, Q3, and Q4) was related to increased HR estimates of incident diabetes [HR (95% CI), 1.83 (1.49–2.26); 3.29 (2.70–4.01), and 6.26 (5.15–7.60), respectively]. Moreover, a nonlinear relationship was observed between TyG index and risk of diabetes and the slope of the curve increased accompanying the rise of TyG index. Subgroup analysis revealed the positive association was stronger among subjects with age < 40 years, body mass index ≥18.5 kg/m2 and < 24 kg/m2, or systolic blood pressure < 140 mmHg, or in females. Conclusions Elevated TyG index is independently correlated with increased risk of incident diabetes in Chinese adults, indicating it may represent a reliable predictor of diabetes in high-risk populations.

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Association between triglyceride-glucose index and risk of incident diabetes: a secondary analysis based on a Chinese cohort study

10.21203/rs.3.rs-70056/v2 ◽

2020 ◽

Author(s):

Xiaoli Li ◽

Guilong Li ◽

Tiantian Cheng ◽

Jing Liu ◽

Guangyao Song ◽

...

Keyword(s):

Cohort Study ◽

Plasma Glucose ◽

Fasting Plasma Glucose ◽

Screening Program ◽

Incident Diabetes ◽

Chinese Adults ◽

Tyg Index ◽

Fasting Plasma ◽

Triglyceride Glucose Index ◽

Increased Risk

Abstract Background: Recent studies have suggested the triglyceride-glucose index (TyG index) may serve as a suitable substitute for insulin resistance. However, evidence for the relationship between TyG index and risk of diabetes remains limited. This study sought to explore the association of baseline TyG index with risk of developing diabetes in Chinese adults.Methods: This retrospective cohort study was conducted using data from the health screening program in China. A total of 201,298 non-diabetic individuals were included. TyG index was calculated as Ln [fasting plasma glucose (mg/dl) × fasting triglyceride level (mg/dl)/2]. Diabetes was defined as fasting plasma glucose ≥126 mg/dl and/or self-reported diabetes. Cox proportion-hazard model was employed to evaluate the independent impact of baseline TyG index on future diabetes risk. Sensitivity and subgroup analyses were implemented to verify the reliability of results. Notably, data were downloaded from the DATADRYAD website, and used only for secondary analyses.Results: During an average follow-up of 3.12 years, among 201,298 individuals aged ≥20 years, 3,389 subjects developed diabetes. After adjusting for potential confounders, elevated TyG index were independently correlated with greater risk of incident diabetes (hazard ratio (HR), 3.34; 95% confidence interval (CI), 3.11–3.60). Compared with the lowest quartile (Q1), increasing TyG index (Q2, Q3, and Q4) was related to increased HR estimates of incident diabetes [HR (95% CI), 1.83 (1.49–2.26); 3.29 ( 2.70–4.01), and 6.26 (5.15–7.60), respectively]. Moreover, a nonlinear relationship was observed between TyG index and risk of diabetes and the slope of the curve increased accompanying the rise of TyG index. Subgroup analysis revealed the positive association was stronger among subjects with age < 40 years, body mass index ≥18.5 kg/m2 and < 24 kg/m2, or systolic blood pressure <140 mmHg, or in females.Conclusions: Elevated TyG index is independently correlated with increased risk of incident diabetes in Chinese adults, indicating it may represent a reliable predictor of diabetes in high-risk populations.

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Association Between Triglyceride-Glucose Index and Risk of Incident Diabetes: A Secondary Analysis Based on A Chinese Cohort Study

10.21203/rs.3.rs-70056/v1 ◽

2020 ◽

Author(s):

Xiaoli Li ◽

Guilong Li ◽

Tiantian Cheng ◽

Jing Liu ◽

Guangyao Song ◽

...

Keyword(s):

Cohort Study ◽

Plasma Glucose ◽

Fasting Plasma Glucose ◽

Screening Program ◽

Incident Diabetes ◽

Chinese Adults ◽

Tyg Index ◽

Fasting Plasma ◽

Triglyceride Glucose Index ◽

Increased Risk

Abstract Background: Recent studies have suggested the triglyceride-glucose index (TyG index) may serve as a suitable substitute for insulin resistance. However, evidence for the relationship between TyG index and risk of diabetes remains limited. This study sought to explore the association of baseline TyG index with risk of developing diabetes in Chinese adults.Methods: This retrospective cohort study was conducted using data from the health screening program in China. A total of 201,298 non-diabetic individuals were included. TyG index was calculated as Ln [fasting plasma glucose (mg/dl) × fasting triglyceride level (mg/dl)/2]. Diabetes was defined as fasting plasma glucose ≥7.0 mmol/L and/or self-reported diabetes. Cox proportion-hazard model was employed to evaluate the independent impact of baseline TyG index on future diabetes risk. Sensitivity and subgroup analyses were implemented to verify the reliability of results. Notably, data were downloaded from the DATADRYAD website, and used only for secondary analyses.Results: During an average follow-up of 3.12 years, among 201,298 individuals aged ≥20 years, 3,389 subjects developed diabetes. After adjusting for potential confounders, elevated TyG index were independently correlated with greater risk of incident diabetes (hazard ratio (HR), 3.34; 95% confidence interval (CI), 3.11–3.60). Compared with the lowest quartile (Q1), increasing TyG index (Q2, Q3, and Q4) was related to increased HR estimates of incident diabetes [HR (95% CI), 1.83 (1.49–2.26); 3.29 ( 2.70–4.01), and 6.26 (5.15–7.6), respectively]. Moreover, a nonlinear relationship was observed between TyG index and risk of diabetes and the slope of the curve increased accompanying the rise of TyG index. Subgroup analysis revealed the positive association was stronger among subjects with age< 40 years, body mass index ≥18.5 kg/m2 and < 24 kg/m2, or systolic blood pressure <140 mmHg, or in females.Conclusions: Elevated TyG index is independently correlated with increased risk of incident diabetes in Chinese adults, indicating it may represent a reliable predictor of diabetes in high-risk populations.

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Discordance between the triglyceride glucose index and HOMA-IR in incident albuminuria: a cohort study from China

Lipids in Health and Disease ◽

10.1186/s12944-021-01602-w ◽

2021 ◽

Vol 20 (1) ◽

Author(s):

Wei Gao ◽

Jialu Wang ◽

Yan Chen ◽

Hongmei Qiao ◽

Xiaozhong Qian ◽

...

Keyword(s):

Cohort Study ◽

Early Stage ◽

Metabolic Dysfunction ◽

Chinese Adults ◽

Community Based ◽

Tyg Index ◽

Multivariate Adjustment ◽

Triglyceride Glucose Index ◽

Subgroup Analyses

Abstract Background To date, there have no study comparing the associations between TyG index and HOMA-IR on the risk of incident albuminuria. Accordingly, the objective of the present study is to use discordance analysis to evaluate the diverse associations between TyG index and HOMA-IR on the risk of incident albuminuria. Methods A community-based prospective cohort study was performed with 2446 Chinese adults. We categorized participants into 4 concordance or discordance groups. Discordance was defined as a TyG index equal to or greater than the upper quartile and HOMA-IR less than the upper quartile, or vice versa. Results During a median follow-up period of 3.9 years, 203 of 2446 participants developed incident albuminuria (8.3%). In the multivariable logistic analyses, the high TyG index tertile group was associated with a 1.71-fold (95% confidence interval (CI) 1.07–2.72) higher risk of incident albuminuria, comparing with the low tertile group. Participants in TyG (+) & HOMA-IR (−) group had a greater risk of incident albuminuria compared with those in TyG (−) & HOMA-IR (−) group after multivariate adjustment. Subgroup analyses showed that low HOMA-IR and discordantly high TyG index was closely related to a highest risk of incident albuminuria in cardiovascular metabolic disorder subjects. Conclusions Participants with a discordantly high TyG index had a significantly greater risk of incident albuminuria, especially in metabolic dysfunction subjects. The TyG index might be a better predictor of early stage of chronic kidney disease than HOMA-IR for subjects with metabolic abnormality.

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Association between triglyceride-glucose index and risk of incident diabetes: a secondary analysis based on a Chinese cohort study

10.21203/rs.3.rs-70056/v3 ◽

2020 ◽

Author(s):

Xiaoli Li ◽

Guilong Li ◽

Tiantian Cheng ◽

Jing Liu ◽

Guangyao Song ◽

...

Keyword(s):

Cohort Study ◽

Plasma Glucose ◽

Fasting Plasma Glucose ◽

Screening Program ◽

Incident Diabetes ◽

Chinese Adults ◽

Tyg Index ◽

Fasting Plasma ◽

Triglyceride Glucose Index ◽

Increased Risk

Abstract Background: Recent studies have suggested the triglyceride-glucose index (TyG index) may serve as a suitable substitute for insulin resistance. However, evidence for the relationship between TyG index and risk of diabetes remains limited. This study sought to explore the association of baseline TyG index with risk of developing diabetes in Chinese adults.Methods: This retrospective cohort study was conducted using data from the health screening program in China. A total of 201,298 non-diabetic individuals were included. TyG index was calculated as Ln [fasting plasma glucose (mg/dL) × fasting triglyceride level (mg/dL) / 2]. Diabetes was defined as fasting plasma glucose ≥126 mg/dL and/or self-reported diabetes. Cox proportion-hazard model was employed to evaluate the independent impact of baseline TyG index on future diabetes risk. Sensitivity and subgroup analyses were implemented to verify the reliability of results. Notably, data were downloaded from the DATADRYAD website, and used only for secondary analyses.Results: During an average follow-up of 3.12 years, among 201,298 individuals aged ≥20 years, 3,389 subjects developed diabetes. After adjusting for potential confounders, elevated TyG index were independently correlated with greater risk of incident diabetes (hazard ratio (HR), 3.34; 95% confidence interval (CI), 3.11–3.60). Compared with the lowest quartile (Q1), increasing TyG index (Q2, Q3, and Q4) was related to increased HR estimates of incident diabetes [HR (95% CI), 1.83 (1.49–2.26); 3.29 ( 2.70–4.01), and 6.26 (5.15–7.60), respectively]. Moreover, a nonlinear relationship was observed between TyG index and risk of diabetes and the slope of the curve increased accompanying the rise of TyG index. Subgroup analysis revealed the positive association was stronger among subjects with age < 40 years, body mass index ≥18.5 kg/m2 and < 24 kg/m2, or systolic blood pressure <140 mmHg, or in females.Conclusions: Elevated TyG index is independently correlated with increased risk of incident diabetes in Chinese adults, indicating it may represent a reliable predictor of diabetes in high-risk populations.

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Elevated triglyceride–glucose index predicts risk of incident ischaemic stroke: The Rural Chinese Cohort Study

Diabetes & Metabolism ◽

10.1016/j.diabet.2021.101246 ◽

2021 ◽

pp. 101246

Author(s):

Yang Zhao ◽

Haohang Sun ◽

Weidong Zhang ◽

Yuanlin Xi ◽

Xuezhong Shi ◽

...

Keyword(s):

Cohort Study ◽

Ischaemic Stroke ◽

Triglyceride Glucose Index ◽

Chinese Cohort

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Relationship of triglyceride–glucose index with chronic limb-threatening ischemia in lower extremity peripheral artery disease

Vascular ◽

10.1177/17085381211018332 ◽

2021 ◽

pp. 170853812110183

Author(s):

Arda Aybars Pala ◽

Yusuf Salim Urcun

Keyword(s):

Lower Extremity ◽

High Density Lipoprotein ◽

Peripheral Artery Disease ◽

Density Lipoprotein ◽

Peripheral Artery ◽

Tyg Index ◽

Triglyceride Glucose Index ◽

Group 2 ◽

Artery Disease ◽

Group 1

Objectives Triglyceride-glucose index (TyG index), which is defined as the simple and novel marker of insulin resistance, is becoming increasingly important as a promising predictive marker for atherosclerotic diseases. Chronic limb-threatening ischemia is defined as the most advanced stage of the lower extremity peripheral artery disease, whose main cause is atherosclerosis and is associated in this respect with amputation, impaired quality of life, and mortality. The main purpose of the present study was to investigate the relation between the calculated TyG index values and chronic limb-threatening ischemia development. Methods A total of 296 patients who were diagnosed with lower extremity peripheral artery disease in our outpatient clinic between October 2018 and October 2020 were included in this study retrospectively. Two groups were formed by clinically staging the patients according to Rutherford Classification. Patients who did not develop chronic limb-threatening ischemia were classified as “Group 1” ( n = 224) and those who developed were classified as “Group 2” ( n = 72). Results The mean TyG index values that were calculated in Group 2 were significantly higher than in Group 1 (9.27 ± 0.31 vs. 9.00 ± 0.34, p < 0.001). In the multivariate logistic regression analysis conducted to determine the predictors of chronic limb-threatening ischemia development, C-reactive protein (OR [Odds Ratio]: 1.220, 95% CI [confidence interval]: 1.092–1.363, p < 0.001), high-density lipoprotein cholesterol (OR: 0.775, 95% CI: 0.715–0.839, p < 0.001) and TyG index (OR: 5.796, 95% CI: 2.050–16.382, p = 0.001) were identified as independent predictors. Receiver operating characteristic analysis revealed that the cut-off value of TyG index was 9.13 (area under the curve: 0.721, p < 0.001) with 70.8% sensitivity and 65.2% specificity. The TyG index was significantly correlated with Rutherford category, high-density lipoprotein cholesterol and mean platelet volume. Conclusions Chronic limb-threatening ischemia development may be predicted with the TyG index value, which is calculated easily from routine biochemical parameters, in patients diagnosed with lower extremity peripheral artery disease.

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Positive association between triglyceride glucose index and arterial stiffness in hypertensive patients: the China H-type Hypertension Registry Study

10.21203/rs.3.rs-31909/v2 ◽

2020 ◽

Author(s):

Minghui Li ◽

Aihua Zhan ◽

Xiao Huang ◽

Lihua Hu ◽

Wei Zhou ◽

...

Keyword(s):

Arterial Stiffness ◽

Pulse Wave ◽

Fasting Glucose ◽

Independent Predictor ◽

Positive Association ◽

Regression Analyses ◽

Registry Study ◽

Hypertensive Patients ◽

Tyg Index ◽

Triglyceride Glucose Index

Abstract Background: Data are limited on whether TyG index is an independent predictor of arterial stiffness in hypertensive patients. The purpose of this study was to assess the association between the TyG index and arterial stiffness, and examined whether there were effect modifiers, in hypertensive patients. Methods: This study included 4718 hypertensive adults, a subset of the China H-type Hypertension Registry Study. The TyG index was calculated as ln[fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. Arterial stiffness was determined by measuring brachial-ankle pulse wave velocity (baPWV). Results: The overall mean TyG index was 8.84. Multivariate linear regression analyses showed that TyG index was independently and positively associated with baPWV (β, 1.02; 95% confidence interval [CI] 0.83, 1.20). Consistently, Multiple logistic analyses showed a positive association between TyG index risk of elevated baPWV (> 75th percentile) (odds ratio [OR], 2.12; 95% CI 1.80, 2.50). Analyses using restricted cubic spline confirmed that the associations of TyG index with baPWV and elevated baPWV were linear. Subgroup analyses showed that stronger associations between TyG index and baPWV were detected in men (all P for interaction < 0.05).Conclusion: TyG index was independently and positively associated with baPWV and elevated baPWV among hypertensive patients, especially in men. The data suggest that TyG index may serve as a simple and effective tool for arterial stiffness risk assessment in daily clinical practice.

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Triglyceride-Glucose Index and HOMA-IR in Young Adulthood and Risk of Incident Congestive Heart Failure: The CARDIA Study

10.21203/rs.3.rs-960362/v1 ◽

2021 ◽

Author(s):

Xianghui Zeng ◽

Haobin Zhou ◽

Yuting Xue ◽

Xiao Wang ◽

Qiong Zhan ◽

...

Keyword(s):

Heart Failure ◽

Insulin Resistance ◽

Congestive Heart Failure ◽

Young Adults ◽

Young Adulthood ◽

Surrogate Marker ◽

Model Assessment ◽

Tyg Index ◽

Triglyceride Glucose Index ◽

Increased Risk

Abstract Background: Triglyceride-glucose (TyG) index and homeostasis model assessment-insulin resistance (HOMA-IR) are related to insulin resistance (IR). The aim of this study was to assess the association between triglyceride-glucose index / HOMA-IR within young adults and congestive heart failure (CHF), and to explore whether triglyceride-glucose index can replace HOMA-IR as a surrogate marker for insulin resistance in predicting the risk of CHF.Methods：A total of 4992 participants between the ages of 18 and 30 were enrolled from the Coronary Artery Risk Development in Young Adults (CARDIA) investigation (from 1985 to 1986 [year 0]). Cox proportional hazard regression analysis was conducted for assessing correlations between baseline TyG index / HOMA-IR and congestive heart failure events, together with Receiver Operating Characteristic (ROC) Curve employed for scrutinizing TyG index / HOMA-IR and he risk of CHF.Results: During the 31-year follow-up period, 64 (1.3%) out of the 4992 participants developed congestive heart failure. In multivariable Cox proportional hazards models, adjusted for confounding factors for CHF, increased risk of CHF was associated with per-unit increase in TyG index (hazard ratio [HR] 2.8; 95% confidence interval [CI], 1.7-4.7) and HOMA-IR (HR 1.2; 95%CI, 1.1-1.3). Kaplan-Meier curve analysis showed that participants in the TyG index and HOMA-IR index Q4 group had a higher risk of congestive heart failure than those in the Q1 group. The area under curve (AUC) for TyG index and HOMA-IR consisted of 0.67 (95% CI, 0.6-0.742) and 0.675 (95%CI, 0.604-0.746), respectively. There were no significant differences between TyG index and HOMA-IR for AUC (P = 0.986).Conclusions: TyG index and HOMA-IR are independent risk factors for CHF. The TyG index can replace HOMA-IR in young adulthood as a surrogate marker for IR to predict the risk of CHF.

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Positive association between triglyceride glucose index and arterial stiffness in hypertensive patients: the China H-type Hypertension Registry Study

10.21203/rs.3.rs-31909/v1 ◽

2020 ◽

Author(s):

Minghui Li ◽

Aihua Zhan ◽

Xiao Huang ◽

Lihua Hu ◽

Wei Zhou ◽

...

Keyword(s):

Arterial Stiffness ◽

Pulse Wave ◽

Fasting Glucose ◽

Independent Predictor ◽

Positive Association ◽

Registry Study ◽

Hypertensive Patients ◽

Tyg Index ◽

Triglyceride Glucose Index ◽

Background Data

Abstract Background: Data are limited on whether TyG index is an independent predictor of arterial stiffness in hypertensive patients. The purpose of this study was to assess the association between the TyG index and arterial stiffness, and examined whether there were effect modifiers, in hypertensive patients.Methods: This study included 4718 hypertensive adults, a subset of the China H-type Hypertension Registry Study. The TyG index was calculated as ln[fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2]. Arterial stiffness was determined by measuring brachial-ankle pulse wave velocity (baPWV). Results: The overall mean TyG index was 8.84. Multivariate linear regression analyses showed that TyG index was independently and positively correlated with baPWV (β, 0.97; 95% confidence interval [CI] 0.78, 1.17). Consistently, Multiple logistic analyses showed a positive association between TyG index risk of elevated baPWV (> 75th percentile) (odds ratio [OR], 2.03; 95% CI 1.70, 2.41). Analyses using restricted cubic spline confirmed that the associations of TyG index with baPWV and elevated baPWV were linear. Subgroup analyses showed that stronger associations between TyG index and baPWV were detected in men (all P for interaction < 0.05).Conclusion: TyG index was independently and positively correlated with baPWV and elevated baPWV among hypertensive patients, especially in men. The data suggest that TyG index may serve as a simple and effective tool for arterial stiffness risk assessment in daily clinical practice.

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