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      The effect of insulin resistance in the association between obesity and hypertension incidence among Chinese middle-aged and older adults: data from China health and retirement longitudinal study (CHARLS)

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          Abstract

          Background and aims

          Obesity and insulin resistance are well-known important risk factors for hypertension. This study aimed to investigate the mediating effect of the triglyceride-glucose index (TyG) in the association between Chinese visceral obesity index (CVAI) and hypertension among Chinese middle-aged and older adults.

          Methods

          A total of 10,322 participants aged 45 years and older from CHARLS (2011–2018) were included. Baseline data were collected in 2011 and hypertension incidence data were gathered during follow-up in 2013, 2015 and 2018. Multivariate logistic regression models were constructed to investigate the association of CVAI and TyG with the incidence of hypertension. Additionally, mediation analyses were conducted to evaluate the mediating role of the TyG index in the relationship between CVAI and hypertension. Subgroup analysis was also performed.

          Results

          A total of 2,802 participants developed hypertension during the follow-up period. CVAI and TyG index were independently and significantly associated with hypertension incidence. Increasing quartiles of CVAI and TyG index were associated with high hypertension incidence in middle-aged and older adults. The TyG index was identified as a mediator in the relationship between CVAI and hypertension incidence, with a mediation effect (95% confidence interval) was 12.38% (6.75, 31.81%).

          Conclusion

          Our study found that CVAI and TyG were independently associated with hypertension incidence. TyG played a partial mediating effect in the positive association between CVAI and hypertension incidence.

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          Most cited references55

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          2020 International Society of Hypertension Global Hypertension Practice Guidelines

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            Global, Regional, and National Burden of Cardiovascular Diseases for 10 Causes, 1990 to 2015

            Background The burden of cardiovascular diseases (CVDs) remains unclear in many regions of the world. Objectives The GBD (Global Burden of Disease) 2015 study integrated data on disease incidence, prevalence, and mortality to produce consistent, up-to-date estimates for cardiovascular burden. Methods CVD mortality was estimated from vital registration and verbal autopsy data. CVD prevalence was estimated using modeling software and data from health surveys, prospective cohorts, health system administrative data, and registries. Years lived with disability (YLD) were estimated by multiplying prevalence by disability weights. Years of life lost (YLL) were estimated by multiplying age-specific CVD deaths by a reference life expectancy. A sociodemographic index (SDI) was created for each location based on income per capita, educational attainment, and fertility. Results In 2015, there were an estimated 422.7 million cases of CVD (95% uncertainty interval: 415.53 to 427.87 million cases) and 17.92 million CVD deaths (95% uncertainty interval: 17.59 to 18.28 million CVD deaths). Declines in the age-standardized CVD death rate occurred between 1990 and 2015 in all high-income and some middle-income countries. Ischemic heart disease was the leading cause of CVD health lost globally, as well as in each world region, followed by stroke. As SDI increased beyond 0.25, the highest CVD mortality shifted from women to men. CVD mortality decreased sharply for both sexes in countries with an SDI >0.75. Conclusions CVDs remain a major cause of health loss for all regions of the world. Sociodemographic change over the past 25 years has been associated with dramatic declines in CVD in regions with very high SDI, but only a gradual decrease or no change in most regions. Future updates of the GBD study can be used to guide policymakers who are focused on reducing the overall burden of noncommunicable disease and achieving specific global health targets for CVD.
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              Cohort profile: the China Health and Retirement Longitudinal Study (CHARLS).

              The China Health and Retirement Longitudinal Study (CHARLS) is a nationally representative longitudinal survey of persons in China 45 years of age or older and their spouses, including assessments of social, economic, and health circumstances of community-residents. CHARLS examines health and economic adjustments to rapid ageing of the population in China. The national baseline survey for the study was conducted between June 2011 and March 2012 and involved 17 708 respondents. CHARLS respondents are followed every 2 years, using a face-to-face computer-assisted personal interview (CAPI). Physical measurements are made at every 2-year follow-up, and blood sample collection is done once in every two follow-up periods. A pilot survey for CHARLS was conducted in two provinces of China in 2008, on 2685 individuals, who were resurveyed in 2012. To ensure the adoption of best practices and international comparability of results, CHARLS was harmonized with leading international research studies in the Health and Retirement Study (HRS) model. Requests for collaborations should be directed to Dr Yaohui Zhao (yhzhao@nsd.edu.cn). All data in CHARLS are maintained at the National School of Development of Peking University and will be accessible to researchers around the world at the study website. The 2008 pilot data for CHARLS are available at: http://charls.ccer.edu.cn/charls/. National baseline data for the study are expected to be released in January 2013.
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                Author and article information

                Contributors
                Role: Role: Role: Role: Role: Role: Role:
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                URI : https://loop.frontiersin.org/people/2569841/overviewRole: Role:
                URI : https://loop.frontiersin.org/people/1680946/overviewRole: Role: Role:
                URI : https://loop.frontiersin.org/people/1267099/overviewRole: Role: Role: Role:
                Role: Role: Role: Role:
                URI : https://loop.frontiersin.org/people/1296249/overviewRole: Role:
                URI : https://loop.frontiersin.org/people/1507776/overviewRole: Role: Role: Role:
                Journal
                Front Public Health
                Front Public Health
                Front. Public Health
                Frontiers in Public Health
                Frontiers Media S.A.
                2296-2565
                13 February 2024
                2024
                : 12
                : 1320918
                Affiliations
                [1] 1Department of Cardiovascular Medicine, First Affiliated Hospital of Xi’an Jiaotong University , Xi'an, China
                [2] 2Department of Kidney Transplantation, Hospital of Nephropathy, The First Affiliated Hospital of Xi’an Jiaotong University , Xi'an, China
                [3] 3Department of Neurological Rehabilitation, North Hospital, Xi’an International Medical Center Hospital , Xi'an, China
                [4] 4Key Laboratory of Molecular Cardiology of Shaanxi Province , Xi'an, China
                Author notes

                Edited by: Yucong Zhang, Huazhong University of Science and Technology, China

                Reviewed by: Dafeng Liu, Public Health and Clinical Center of Chengdu, China

                Ibrahim Solak, Konya Beyhekim Training and Research Hospital, Türkiye

                *Correspondence: Yang Wang, wangyangxxk@ 123456126.com
                Article
                10.3389/fpubh.2024.1320918
                10898648
                38414903
                71754d79-8e01-4054-b5f6-826c4a474a28
                Copyright © 2024 Niu, Cui, Wei, Dou, Zheng, Deng, Tian and Wang.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 13 October 2023
                : 02 February 2024
                Page count
                Figures: 3, Tables: 2, Equations: 0, References: 55, Pages: 9, Words: 6739
                Funding
                Funded by: National Natural Science Foundation of China, doi 10.13039/501100001809;
                The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was financially supported by the National Natural Science Foundation of China (No. 82070768), the Natural Science Basic Research Program of Shanxi Province (2021JM-257, 2021JM-588), the Clinical Research Award of the First Affiliated Hospital of Xi’an Jiaotong University of China (XJTU1AF-CRF-2022-002 and XJTU1AF2021CRF-021), the Basic-Clinical Integration Innovation Project in Medicine of Xi’an Jiaotong University (YXJLRH2022009), Fundamental Research Funds for the Central Universities (No. xzy012023113), the Institutional Foundation of the First Affiliated Hospital of Xi’an Jiaotong University (2022MS-36 and 2021ZXY-14).
                Categories
                Public Health
                Brief Research Report
                Custom metadata
                Aging and Public Health

                hypertension,obesity,insulin resistance,mediation effects,china health and retirement longitudinal study

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