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Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China
BACKGROUND: Previous studies showed that the triglyceride-glucose (TyG) index was a better predictor of adverse cardiovascular events than triglycerides or fasting blood glucose alone. However, few studies have focused on new-onset hypertension. We aimed to explore the association of TyG index with...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10022268/ https://www.ncbi.nlm.nih.gov/pubmed/36927705 http://dx.doi.org/10.1186/s12933-023-01795-7 |
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author | Gao, Qi Lin, Yuxin Xu, Ruqi Luo, Fan Chen, Ruixuan Li, Pingping Zhang, Yuping Liu, Jiao Deng, Zhenan Li, Yanqin Su, Licong Nie, Sheng |
author_facet | Gao, Qi Lin, Yuxin Xu, Ruqi Luo, Fan Chen, Ruixuan Li, Pingping Zhang, Yuping Liu, Jiao Deng, Zhenan Li, Yanqin Su, Licong Nie, Sheng |
author_sort | Gao, Qi |
collection | PubMed |
description | BACKGROUND: Previous studies showed that the triglyceride-glucose (TyG) index was a better predictor of adverse cardiovascular events than triglycerides or fasting blood glucose alone. However, few studies have focused on new-onset hypertension. We aimed to explore the association of TyG index with new-onset hypertension in Chinese adults. METHODS: A total of 4,600 participants who underwent at least 2 rounds of visits from 2009 to 2015 in the China Health and Nutrition Survey were enrolled in this study. Our outcome of interest was new-onset hypertension. Multivariate Cox hazard regression models and restricted cubic spline were performed to explore the relationship between TyG index and new-onset hypertension. RESULTS: The mean (standard deviation, SD) age of the study population was 48.1 (13.6) years, and 2058 (44.7%) of the participants were men. The mean (SD) TyG index level was 8.6 (0.7). A total of 1,211 (26.3%) participants developed new-onset hypertension during a median (interquartile range) follow-up duration of 6.0 (2.0–6.1) years. The incidences of new-onset hypertension were 18.1%, 25.3%, 28.5%, and 33.4% by quartiles of TyG index [from quartile 1 (Q1) to Q4], respectively. The Cox model showed that high levels of TyG index were significantly associated with increased risk of new-onset hypertension (adjusted hazard ratio [aHR]: 1.29, 95% confidence interval [CI] 1.07–1.55, Q2; aHR, 1.24, 95% CI 1.03–1.49, Q3; aHR, 1.50, 95% CI 1.22–1.84, Q4) compared with Q1. Consistently, as a continuous variable, for every 1.0 increase in TyG index, there was a 17% increase in the risk of new-onset hypertension (aHR, 1.17; 95% CI 1.04–1.31). The associations were consistent in various subgroups and sensitivity analysis. The dose–response curve indicated a positive, linear association between TyG index and the risk of new-onset hypertension. CONCLUSIONS: High TyG index was significantly associated with an increased risk of new-onset hypertension among Chinese adults. Our findings suggest that maintaining a relatively low level of TyG index might be effective in the primary prevention of hypertension. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01795-7. |
format | Online Article Text |
id | pubmed-10022268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100222682023-03-18 Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China Gao, Qi Lin, Yuxin Xu, Ruqi Luo, Fan Chen, Ruixuan Li, Pingping Zhang, Yuping Liu, Jiao Deng, Zhenan Li, Yanqin Su, Licong Nie, Sheng Cardiovasc Diabetol Research BACKGROUND: Previous studies showed that the triglyceride-glucose (TyG) index was a better predictor of adverse cardiovascular events than triglycerides or fasting blood glucose alone. However, few studies have focused on new-onset hypertension. We aimed to explore the association of TyG index with new-onset hypertension in Chinese adults. METHODS: A total of 4,600 participants who underwent at least 2 rounds of visits from 2009 to 2015 in the China Health and Nutrition Survey were enrolled in this study. Our outcome of interest was new-onset hypertension. Multivariate Cox hazard regression models and restricted cubic spline were performed to explore the relationship between TyG index and new-onset hypertension. RESULTS: The mean (standard deviation, SD) age of the study population was 48.1 (13.6) years, and 2058 (44.7%) of the participants were men. The mean (SD) TyG index level was 8.6 (0.7). A total of 1,211 (26.3%) participants developed new-onset hypertension during a median (interquartile range) follow-up duration of 6.0 (2.0–6.1) years. The incidences of new-onset hypertension were 18.1%, 25.3%, 28.5%, and 33.4% by quartiles of TyG index [from quartile 1 (Q1) to Q4], respectively. The Cox model showed that high levels of TyG index were significantly associated with increased risk of new-onset hypertension (adjusted hazard ratio [aHR]: 1.29, 95% confidence interval [CI] 1.07–1.55, Q2; aHR, 1.24, 95% CI 1.03–1.49, Q3; aHR, 1.50, 95% CI 1.22–1.84, Q4) compared with Q1. Consistently, as a continuous variable, for every 1.0 increase in TyG index, there was a 17% increase in the risk of new-onset hypertension (aHR, 1.17; 95% CI 1.04–1.31). The associations were consistent in various subgroups and sensitivity analysis. The dose–response curve indicated a positive, linear association between TyG index and the risk of new-onset hypertension. CONCLUSIONS: High TyG index was significantly associated with an increased risk of new-onset hypertension among Chinese adults. Our findings suggest that maintaining a relatively low level of TyG index might be effective in the primary prevention of hypertension. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01795-7. BioMed Central 2023-03-16 /pmc/articles/PMC10022268/ /pubmed/36927705 http://dx.doi.org/10.1186/s12933-023-01795-7 Text en © The Author(s) 2023 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 Gao, Qi Lin, Yuxin Xu, Ruqi Luo, Fan Chen, Ruixuan Li, Pingping Zhang, Yuping Liu, Jiao Deng, Zhenan Li, Yanqin Su, Licong Nie, Sheng Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China |
title | Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China |
title_full | Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China |
title_fullStr | Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China |
title_full_unstemmed | Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China |
title_short | Positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in China |
title_sort | positive association of triglyceride-glucose index with new-onset hypertension among adults: a national cohort study in china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10022268/ https://www.ncbi.nlm.nih.gov/pubmed/36927705 http://dx.doi.org/10.1186/s12933-023-01795-7 |
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