Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database

Objective: The triglyceride-glucose (TyG) index is a reliable surrogate of insulin resistance and a marker for ischemic stroke (IS) incident. Whether the TyG index predicts stroke outcome remains uncertain. This study investigated the prognostic value of the TyG index in critically ill stroke patien...

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Main Authors: Bingjun Zhang, Lingling Liu, Hengfang Ruan, Qiang Zhu, Dafan Yu, Yu Yang, Xuejiao Men, Zhengqi Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Medicine
Subjects:
ICU
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2020.591036/full
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spelling doaj-6235352ffe544b3fb3a217651bfaaec62020-11-25T03:36:28ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2020-10-01710.3389/fmed.2020.591036591036Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU DatabaseBingjun Zhang0Lingling Liu1Hengfang Ruan2Qiang Zhu3Dafan Yu4Yu Yang5Xuejiao Men6Zhengqi Lu7Department of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Hematology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaObjective: The triglyceride-glucose (TyG) index is a reliable surrogate of insulin resistance and a marker for ischemic stroke (IS) incident. Whether the TyG index predicts stroke outcome remains uncertain. This study investigated the prognostic value of the TyG index in critically ill stroke patients.Methods: This was a retrospective observational study that included stroke patients, and all data were extracted from the eICU Collaborative Research Database. The TyG index was calculated as the ln [fasting glucose level (mg/dL) × triglyceride level (mg/dL)/2]. Outcomes included the hospital and intensive care unit (ICU) death. Multivariate logistic regression was used to determine independent risk factors. The smoothing curves and forest plots were illustrated.Results: A total of 4,570 eligible subjects were enrolled. The mean level of TyG index was 9.1 ± 0.7. The hospital and ICU mortality rate were 10.3 and 5.0%, respectively. TyG index as a continuous variable was associated hospital mortality in univariate analysis (OR 1.723, 95% CI 1.524–1.948, P < 0.001), adjusted model 1 (OR 1.861, 95% CI 1637–2.116, P < 0.001), and adjusted model 2 (OR 2.543, 95% CI 1.588–4.073, P < 0.001). TyG was also associated ICU mortality in univariate analysis (OR 2.146, 95% CI 1.826–2.523, P < 0.001), adjusted model 1 (OR 2.183, 95% CI 1.847–2.580, P < 0.001), and adjusted model 2 (OR 2.672, 95% CI 1.376–5.188, P < 0.001). The smoothing curves observed a continuous linear association after adjusting all covariates both in hospital and ICU mortality. Subgroup analysis demonstrated TyG index was associated with increased risk of hospital and ICU death in critically ill IS (P < 0.05), but not in hemorrhage stroke (P > 0.05).Conclusion: The TyG index is a potential predictor for hospital and ICU mortality in critically ill stroke patients, especially in IS patients.https://www.frontiersin.org/articles/10.3389/fmed.2020.591036/fulltriglyceride-glucose indexinsulin resistancestrokemortalityICU
collection DOAJ
language English
format Article
sources DOAJ
author Bingjun Zhang
Lingling Liu
Hengfang Ruan
Qiang Zhu
Dafan Yu
Yu Yang
Xuejiao Men
Zhengqi Lu
spellingShingle Bingjun Zhang
Lingling Liu
Hengfang Ruan
Qiang Zhu
Dafan Yu
Yu Yang
Xuejiao Men
Zhengqi Lu
Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database
Frontiers in Medicine
triglyceride-glucose index
insulin resistance
stroke
mortality
ICU
author_facet Bingjun Zhang
Lingling Liu
Hengfang Ruan
Qiang Zhu
Dafan Yu
Yu Yang
Xuejiao Men
Zhengqi Lu
author_sort Bingjun Zhang
title Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database
title_short Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database
title_full Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database
title_fullStr Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database
title_full_unstemmed Triglyceride-Glucose Index Linked to Hospital Mortality in Critically Ill Stroke: An Observational Multicentre Study on eICU Database
title_sort triglyceride-glucose index linked to hospital mortality in critically ill stroke: an observational multicentre study on eicu database
publisher Frontiers Media S.A.
series Frontiers in Medicine
issn 2296-858X
publishDate 2020-10-01
description Objective: The triglyceride-glucose (TyG) index is a reliable surrogate of insulin resistance and a marker for ischemic stroke (IS) incident. Whether the TyG index predicts stroke outcome remains uncertain. This study investigated the prognostic value of the TyG index in critically ill stroke patients.Methods: This was a retrospective observational study that included stroke patients, and all data were extracted from the eICU Collaborative Research Database. The TyG index was calculated as the ln [fasting glucose level (mg/dL) × triglyceride level (mg/dL)/2]. Outcomes included the hospital and intensive care unit (ICU) death. Multivariate logistic regression was used to determine independent risk factors. The smoothing curves and forest plots were illustrated.Results: A total of 4,570 eligible subjects were enrolled. The mean level of TyG index was 9.1 ± 0.7. The hospital and ICU mortality rate were 10.3 and 5.0%, respectively. TyG index as a continuous variable was associated hospital mortality in univariate analysis (OR 1.723, 95% CI 1.524–1.948, P < 0.001), adjusted model 1 (OR 1.861, 95% CI 1637–2.116, P < 0.001), and adjusted model 2 (OR 2.543, 95% CI 1.588–4.073, P < 0.001). TyG was also associated ICU mortality in univariate analysis (OR 2.146, 95% CI 1.826–2.523, P < 0.001), adjusted model 1 (OR 2.183, 95% CI 1.847–2.580, P < 0.001), and adjusted model 2 (OR 2.672, 95% CI 1.376–5.188, P < 0.001). The smoothing curves observed a continuous linear association after adjusting all covariates both in hospital and ICU mortality. Subgroup analysis demonstrated TyG index was associated with increased risk of hospital and ICU death in critically ill IS (P < 0.05), but not in hemorrhage stroke (P > 0.05).Conclusion: The TyG index is a potential predictor for hospital and ICU mortality in critically ill stroke patients, especially in IS patients.
topic triglyceride-glucose index
insulin resistance
stroke
mortality
ICU
url https://www.frontiersin.org/articles/10.3389/fmed.2020.591036/full
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