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Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study
BACKGROUND: It has been suggested that the baseline triglyceride-glucose (TyG) index, a simple surrogate measure for insulin resistance, is significantly associated with the occurrence of stroke. Nevertheless, the impact of longitudinal patterns of TyG on the stroke risk in hypertensive patients is...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331781/ https://www.ncbi.nlm.nih.gov/pubmed/35897017 http://dx.doi.org/10.1186/s12933-022-01577-7 |
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author | Huang, Zegui Ding, Xiong Yue, Qing Wang, Xianxuan Chen, Zekai Cai, Zefeng Li, Weijian Cai, Zhiwei Chen, Guanzhi Lan, Yulong Wu, Weiqiang Wu, Shouling Chen, Youren |
author_facet | Huang, Zegui Ding, Xiong Yue, Qing Wang, Xianxuan Chen, Zekai Cai, Zefeng Li, Weijian Cai, Zhiwei Chen, Guanzhi Lan, Yulong Wu, Weiqiang Wu, Shouling Chen, Youren |
author_sort | Huang, Zegui |
collection | PubMed |
description | BACKGROUND: It has been suggested that the baseline triglyceride-glucose (TyG) index, a simple surrogate measure for insulin resistance, is significantly associated with the occurrence of stroke. Nevertheless, the impact of longitudinal patterns of TyG on the stroke risk in hypertensive patients is still unknown. Hence, this study aimed to investigate the association between TyG index trajectory and stroke risk among hypertensive patients. METHODS: This prospective study included 19,924 hypertensive patients from the Kailuan Study who underwent three waves survey and were free of myocardial infarction, cancer and stroke before or during 2010. The TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting plasma glucose (mg/dL)/2], and latent mixed modelling was used to identify the trajectory of TyG during the exposure period (2006–2010). Furthermore, the Cox proportional hazard models were applied to estimate the hazard ratio (HR) and 95% confidence interval (CI) for incident stroke of different trajectory groups. RESULTS: Five distinct TyG trajectory were identified during 2006–2010: low-stable (n = 2483; range, 8.03–8.06), moderate low-stable (n = 9666; range, 8.58–8.57), moderate high-stable (n = 5759; range, 9.16–9.09), elevated-stable (n = 1741; range, 9.79–9.75), and elevated-increasing (n = 275; range, 10.38–10.81). During the median follow-up of 9.97 years, 1,519 cases of incident stroke were identified, including 1,351 with ischemic stroke and 215 with hemorrhage stroke. After adjusting for confounding variables, the HR and 95% CI of stroke were 2.21 (1.49,3.28) for the elevated-increasing group, 1.43 (1.13,1.83) for the elevated-stable group, 1.35 (1.10,1.64) for the moderate high-stable group, 1.26 (1.06,1.52) for the moderate low-stable group, respectively, when compare with the low-stable group. Similar results were observed in ischemic stroke, but a significant association was not found between TyG trajectory and risk of hemorrhage stroke. CONCLUSION: A long-term elevated TyG index in hypertensive patients is associated with an increased risk of stroke, especially ischemic stroke. This finding implies that regular monitoring of TyG index may assist in identifying individuals at a higher risk of stroke among patients with hypertension. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01577-7. |
format | Online Article Text |
id | pubmed-9331781 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93317812022-07-29 Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study Huang, Zegui Ding, Xiong Yue, Qing Wang, Xianxuan Chen, Zekai Cai, Zefeng Li, Weijian Cai, Zhiwei Chen, Guanzhi Lan, Yulong Wu, Weiqiang Wu, Shouling Chen, Youren Cardiovasc Diabetol Research BACKGROUND: It has been suggested that the baseline triglyceride-glucose (TyG) index, a simple surrogate measure for insulin resistance, is significantly associated with the occurrence of stroke. Nevertheless, the impact of longitudinal patterns of TyG on the stroke risk in hypertensive patients is still unknown. Hence, this study aimed to investigate the association between TyG index trajectory and stroke risk among hypertensive patients. METHODS: This prospective study included 19,924 hypertensive patients from the Kailuan Study who underwent three waves survey and were free of myocardial infarction, cancer and stroke before or during 2010. The TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting plasma glucose (mg/dL)/2], and latent mixed modelling was used to identify the trajectory of TyG during the exposure period (2006–2010). Furthermore, the Cox proportional hazard models were applied to estimate the hazard ratio (HR) and 95% confidence interval (CI) for incident stroke of different trajectory groups. RESULTS: Five distinct TyG trajectory were identified during 2006–2010: low-stable (n = 2483; range, 8.03–8.06), moderate low-stable (n = 9666; range, 8.58–8.57), moderate high-stable (n = 5759; range, 9.16–9.09), elevated-stable (n = 1741; range, 9.79–9.75), and elevated-increasing (n = 275; range, 10.38–10.81). During the median follow-up of 9.97 years, 1,519 cases of incident stroke were identified, including 1,351 with ischemic stroke and 215 with hemorrhage stroke. After adjusting for confounding variables, the HR and 95% CI of stroke were 2.21 (1.49,3.28) for the elevated-increasing group, 1.43 (1.13,1.83) for the elevated-stable group, 1.35 (1.10,1.64) for the moderate high-stable group, 1.26 (1.06,1.52) for the moderate low-stable group, respectively, when compare with the low-stable group. Similar results were observed in ischemic stroke, but a significant association was not found between TyG trajectory and risk of hemorrhage stroke. CONCLUSION: A long-term elevated TyG index in hypertensive patients is associated with an increased risk of stroke, especially ischemic stroke. This finding implies that regular monitoring of TyG index may assist in identifying individuals at a higher risk of stroke among patients with hypertension. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01577-7. BioMed Central 2022-07-27 /pmc/articles/PMC9331781/ /pubmed/35897017 http://dx.doi.org/10.1186/s12933-022-01577-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Huang, Zegui Ding, Xiong Yue, Qing Wang, Xianxuan Chen, Zekai Cai, Zefeng Li, Weijian Cai, Zhiwei Chen, Guanzhi Lan, Yulong Wu, Weiqiang Wu, Shouling Chen, Youren Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
title | Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
title_full | Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
title_fullStr | Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
title_full_unstemmed | Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
title_short | Triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
title_sort | triglyceride-glucose index trajectory and stroke incidence in patients with hypertension: a prospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331781/ https://www.ncbi.nlm.nih.gov/pubmed/35897017 http://dx.doi.org/10.1186/s12933-022-01577-7 |
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