Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study

Background: The triglyceride glucose (TyG) index is an easily accessible surrogate marker of insulin resistance, an important pathway in the development of type 2 diabetes and cardiovascular diseases. However, the association of the TyG index with cardiovascular diseases and mortality has mainly bee...

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Published in:The Lancet Healthy Longevity
Main Authors: Lopez-Jaramillo, Patricio, Gomez-Arbelaez, Diego, Martinez-Bello, Daniel, Abat, Marc Evans, Alhabib, Khalid F, Avezum, Álvaro, Barbarash, Olga, Chifamba, Jephat, Diaz, Maria L, Gulec, Sadi, Ismail, Noorhassim, Iqbal, Romaina, Kelishadi, Roya, Khatib, Rasha, Lanas, Fernando, Levitt, Naomi S, Li, Yang, Mohan, Viswanathan, Mony, Prem K, Poirier, Paul, Rosengren, Annika, Soman, Biju, Wang, Chuangshi, Wang, Yang, Yeates, Karen, Yusuf, Rita, Yusufali, Afzalhussein, Zatonska, Katarzyna, Rangarajan, Sumathy, Yusuf, Salim
Format: Text
Language:unknown
Published: Advocate Aurora Health Institutional Repository 2023
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Online Access:https://institutionalrepository.aah.org/allother/402
https://doi.org/10.1016/S2666-7568(22)00247-1
https://libkey.io/libraries/1712/10.1016/S2666-7568(22)00247-1
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spelling ftaurorahc:oai:institutionalrepository.aah.org:allother-1402 2023-07-23T04:18:26+02:00 Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study Lopez-Jaramillo, Patricio Gomez-Arbelaez, Diego Martinez-Bello, Daniel Abat, Marc Evans Alhabib, Khalid F Avezum, Álvaro Barbarash, Olga Chifamba, Jephat Diaz, Maria L Gulec, Sadi Ismail, Noorhassim Iqbal, Romaina Kelishadi, Roya Khatib, Rasha Lanas, Fernando Levitt, Naomi S Li, Yang Mohan, Viswanathan Mony, Prem K Poirier, Paul Rosengren, Annika Soman, Biju Wang, Chuangshi Wang, Yang Yeates, Karen Yusuf, Rita Yusufali, Afzalhussein Zatonska, Katarzyna Rangarajan, Sumathy Yusuf, Salim 2023-01-01T08:00:00Z https://institutionalrepository.aah.org/allother/402 https://doi.org/10.1016/S2666-7568(22)00247-1 https://libkey.io/libraries/1712/10.1016/S2666-7568(22)00247-1 unknown Advocate Aurora Health Institutional Repository https://institutionalrepository.aah.org/allother/402 doi:10.1016/S2666-7568(22)00247-1 https://libkey.io/libraries/1712/10.1016/S2666-7568(22)00247-1 All Other Contributions insulin triglycerides cardiovascular disease population health Advocate Aurora Research Institute Cardiology Population Health and Public Health text 2023 ftaurorahc https://doi.org/10.1016/S2666-7568(22)00247-1 2023-07-05T20:21:56Z Background: The triglyceride glucose (TyG) index is an easily accessible surrogate marker of insulin resistance, an important pathway in the development of type 2 diabetes and cardiovascular diseases. However, the association of the TyG index with cardiovascular diseases and mortality has mainly been investigated in Asia, with few data available from other regions of the world. We assessed the association of insulin resistance (as determined by the TyG index) with mortality and cardiovascular diseases in individuals from five continents at different levels of economic development, living in urban or rural areas. We also examined whether the associations differed according to the country's economical development. Methods: We used the TyG index as a surrogate measure for insulin resistance. Fasting triglycerides and fasting plasma glucose were measured at the baseline visit in 141 243 individuals aged 35-70 years from 22 countries in the Prospective Urban Rural Epidemiology (PURE) study. The TyG index was calculated as Ln (fasting triglycerides [mg/dL] x fasting plasma glucose [mg/dL]/2). We calculated hazard ratios (HRs) using a multivariable Cox frailty model with random effects to test the associations between the TyG index and risk of cardiovascular diseases and mortality. The primary outcome of this analysis was the composite of mortality or major cardiovascular events (defined as death from cardiovascular causes, and non-fatal myocardial infarction, or stroke). Secondary outcomes were non-cardiovascular mortality, cardiovascular mortality, all myocardial infarctions, stroke, and incident diabetes. We also did subgroup analyses to examine the magnitude of associations between insulin resistance (ie, the TyG index) and outcome events according to the income level of the countries. Findings: During a median follow-up of 13·2 years (IQR 11·9-14·6), we recorded 6345 composite cardiovascular diseases events, 2030 cardiovascular deaths, 3038 cases of myocardial infarction, 3291 cases of stroke, and 5191 incident ... Text Aurora Research Institute Aurora Health Care Digital Repository The Lancet Healthy Longevity 4 1 e23 e33
institution Open Polar
collection Aurora Health Care Digital Repository
op_collection_id ftaurorahc
language unknown
topic insulin
triglycerides
cardiovascular disease
population health
Advocate Aurora Research Institute
Cardiology
Population Health and Public Health
spellingShingle insulin
triglycerides
cardiovascular disease
population health
Advocate Aurora Research Institute
Cardiology
Population Health and Public Health
Lopez-Jaramillo, Patricio
Gomez-Arbelaez, Diego
Martinez-Bello, Daniel
Abat, Marc Evans
Alhabib, Khalid F
Avezum, Álvaro
Barbarash, Olga
Chifamba, Jephat
Diaz, Maria L
Gulec, Sadi
Ismail, Noorhassim
Iqbal, Romaina
Kelishadi, Roya
Khatib, Rasha
Lanas, Fernando
Levitt, Naomi S
Li, Yang
Mohan, Viswanathan
Mony, Prem K
Poirier, Paul
Rosengren, Annika
Soman, Biju
Wang, Chuangshi
Wang, Yang
Yeates, Karen
Yusuf, Rita
Yusufali, Afzalhussein
Zatonska, Katarzyna
Rangarajan, Sumathy
Yusuf, Salim
Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study
topic_facet insulin
triglycerides
cardiovascular disease
population health
Advocate Aurora Research Institute
Cardiology
Population Health and Public Health
description Background: The triglyceride glucose (TyG) index is an easily accessible surrogate marker of insulin resistance, an important pathway in the development of type 2 diabetes and cardiovascular diseases. However, the association of the TyG index with cardiovascular diseases and mortality has mainly been investigated in Asia, with few data available from other regions of the world. We assessed the association of insulin resistance (as determined by the TyG index) with mortality and cardiovascular diseases in individuals from five continents at different levels of economic development, living in urban or rural areas. We also examined whether the associations differed according to the country's economical development. Methods: We used the TyG index as a surrogate measure for insulin resistance. Fasting triglycerides and fasting plasma glucose were measured at the baseline visit in 141 243 individuals aged 35-70 years from 22 countries in the Prospective Urban Rural Epidemiology (PURE) study. The TyG index was calculated as Ln (fasting triglycerides [mg/dL] x fasting plasma glucose [mg/dL]/2). We calculated hazard ratios (HRs) using a multivariable Cox frailty model with random effects to test the associations between the TyG index and risk of cardiovascular diseases and mortality. The primary outcome of this analysis was the composite of mortality or major cardiovascular events (defined as death from cardiovascular causes, and non-fatal myocardial infarction, or stroke). Secondary outcomes were non-cardiovascular mortality, cardiovascular mortality, all myocardial infarctions, stroke, and incident diabetes. We also did subgroup analyses to examine the magnitude of associations between insulin resistance (ie, the TyG index) and outcome events according to the income level of the countries. Findings: During a median follow-up of 13·2 years (IQR 11·9-14·6), we recorded 6345 composite cardiovascular diseases events, 2030 cardiovascular deaths, 3038 cases of myocardial infarction, 3291 cases of stroke, and 5191 incident ...
format Text
author Lopez-Jaramillo, Patricio
Gomez-Arbelaez, Diego
Martinez-Bello, Daniel
Abat, Marc Evans
Alhabib, Khalid F
Avezum, Álvaro
Barbarash, Olga
Chifamba, Jephat
Diaz, Maria L
Gulec, Sadi
Ismail, Noorhassim
Iqbal, Romaina
Kelishadi, Roya
Khatib, Rasha
Lanas, Fernando
Levitt, Naomi S
Li, Yang
Mohan, Viswanathan
Mony, Prem K
Poirier, Paul
Rosengren, Annika
Soman, Biju
Wang, Chuangshi
Wang, Yang
Yeates, Karen
Yusuf, Rita
Yusufali, Afzalhussein
Zatonska, Katarzyna
Rangarajan, Sumathy
Yusuf, Salim
author_facet Lopez-Jaramillo, Patricio
Gomez-Arbelaez, Diego
Martinez-Bello, Daniel
Abat, Marc Evans
Alhabib, Khalid F
Avezum, Álvaro
Barbarash, Olga
Chifamba, Jephat
Diaz, Maria L
Gulec, Sadi
Ismail, Noorhassim
Iqbal, Romaina
Kelishadi, Roya
Khatib, Rasha
Lanas, Fernando
Levitt, Naomi S
Li, Yang
Mohan, Viswanathan
Mony, Prem K
Poirier, Paul
Rosengren, Annika
Soman, Biju
Wang, Chuangshi
Wang, Yang
Yeates, Karen
Yusuf, Rita
Yusufali, Afzalhussein
Zatonska, Katarzyna
Rangarajan, Sumathy
Yusuf, Salim
author_sort Lopez-Jaramillo, Patricio
title Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study
title_short Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study
title_full Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study
title_fullStr Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study
title_full_unstemmed Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study
title_sort association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (pure study): a prospective cohort study
publisher Advocate Aurora Health Institutional Repository
publishDate 2023
url https://institutionalrepository.aah.org/allother/402
https://doi.org/10.1016/S2666-7568(22)00247-1
https://libkey.io/libraries/1712/10.1016/S2666-7568(22)00247-1
genre Aurora Research Institute
genre_facet Aurora Research Institute
op_source All Other Contributions
op_relation https://institutionalrepository.aah.org/allother/402
doi:10.1016/S2666-7568(22)00247-1
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container_title The Lancet Healthy Longevity
container_volume 4
container_issue 1
container_start_page e23
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