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Hou Q, Qi Q, Han Q, Yu J, Wu J, Yang H, Chen S, Wu S, Li K. Association of the triglyceride-glucose index with early-onset atherosclerotic cardiovascular disease events and all-cause mortality: a prospective cohort study. Cardiovasc Diabetol 2024; 23:149. [PMID: 38685099 PMCID: PMC11059708 DOI: 10.1186/s12933-024-02249-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 04/23/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND The association between the triglyceride glucose (TyG) index and the risk of early-onset atherosclerotic cardiovascular disease (ASCVD) events or all-cause mortality in young and middle-aged people is not fully elucidated. METHODS The present study included 64,489 young and middle-aged people who participated in the 2006 Kailuan Study physical examination. Multivariate Cox proportional hazards models and restricted cubic spline curves were used to assess the association of TyG index with early-onset ASCVD events and all-cause mortality. RESULTS During a median of 11-year follow-up, 1984 (3.08%) participants experienced at least one ASCVD event and 1,392 (2.16%) participants experienced all-cause death. A higher TyG index was significantly associated with a higher risk of early-onset ASCVD events (HR: 1.61, 95% CI 1.38-1.89) and all-cause mortality (HR: 1.39, 95% CI 1.17-1.65), respectively. For each unit increase in TyG index, the risk of early-onset ASCVD events increased by 20%. In addition, there was a non-linear association between the TyG index and early-onset ASCVD events (P for non-linear < 0.01), and a linear association between TyG index and all-cause mortality (P for non-linear = 0.476). CONCLUSIONS A higher TyG index is significantly associated with an increased incidence of early-onset ASCVD events and all-cause mortality in a young and middle-aged population from North China.
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Affiliation(s)
- Qiqi Hou
- Department of Cardiology, Tangshan Gongren Hospital, Tangshan, China
- Hebei Medical University, Shijiazhuang, China
| | - Qi Qi
- Department of Cardiology, Tangshan Gongren Hospital, Tangshan, China
- Hebei Medical University, Shijiazhuang, China
| | - Quanle Han
- Department of Cardiology, Tangshan Gongren Hospital, Tangshan, China.
- Hebei Medical University, Shijiazhuang, China.
| | - Jie Yu
- Department of Cardiology, Tangshan Gongren Hospital, Tangshan, China
| | - Jianmei Wu
- Department of Cardiovascular Surgery, Tangshan Gongren Hospital, Tangshan, China
| | - Hui Yang
- Department of Psychology, Tangshan Gongren Hospital, Tangshan, China
| | - Shuohua Chen
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
| | - Kangbo Li
- School of Clinical Medicine, North China University of Science and Technology, Tangshan, China
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An L, Wang Y, Liu L, Miao C, Xu L, Wang G, Zhu D, Wu S, Hong J. High serum uric acid is a risk factor for arterial stiffness in a Chinese hypertensive population: a cohort study. Hypertens Res 2024:10.1038/s41440-024-01591-0. [PMID: 38321103 DOI: 10.1038/s41440-024-01591-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 01/09/2024] [Accepted: 01/13/2024] [Indexed: 02/08/2024]
Abstract
The prospective cohort study was to explore the association between serum uric acid (SUA) and arterial stiffness in a Chinese hypertensive population. A total of 7444 participants with hypertension who completed two or more measurements of brachial-ankle pulse wave velocity (baPWV) and baseline SUA detection were followed-up in the Kailuan Study from 2010 to 2020. A restricted cubic spline curve was used to verify whether there was a linear association between baseline SUA and arterial stiffness. A Cox proportional hazard regression model was used to explore the association of between baseline SUA and the incidence of arterial stiffness. Our results showed that the restricted cubic spline curve revealed a linear relationship between baseline SUA and arterial stiffness in total participants (p < 0.001). After follow-up 4.6 ± 2.8 years, Kaplan-Meier survival curves indicated that the risk of arterial stiffness was increased in the high level of baseline SUA (Log-rank p = 0.0002). After adjusting for potential confounding factors, the HR (95% CI) for risk of stiffness was 1.33 (1.17-1.52, p < 0.001) in the highest SUA group. Hierarchical analysis showed that the HRs (95% CI) for risk of arterial stiffness were 1.45 (1.25-1.69), 1.38 (1.19-1.60), 1.41 (1.21-1.64), and 1.35 (1.15-1.58) in the highest SUA group of males, <65 years old, not taking antihypertensive drugs, and failure to achieve the control targets of blood pressure respectively (p < 0.001). These results reveal that high SUA is a risk factor for arterial stiffness in the Chinese hypertensive population.
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Affiliation(s)
- Lina An
- Department of Geriatrics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Road, Shanghai, 200080, China
| | - Yujing Wang
- Department of Internal and Emergency Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Road, Shanghai, 200080, China
| | - Lizhen Liu
- Department of Pediatrics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Road, Shanghai, 200080, China
| | - Congliang Miao
- Department of Internal and Emergency Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Road, Shanghai, 200080, China
| | - Lina Xu
- Department of Internal and Emergency Medicine, Shanghai General Hospital of Nanjing Medical University, 100 Haining Road, Shanghai, 200080, China
| | - Guokun Wang
- Department of Cardiovascular Surgery, Changhai Hospital, Naval Medical University, 168 Changhai Road, Shanghai, China
| | - Desheng Zhu
- Department of Neurology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, 160 Pujian Road, Shanghai, 200127, China.
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, 063000, China.
| | - Jiang Hong
- Department of Internal and Emergency Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 100 Haining Road, Shanghai, 200080, China.
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Xu W, Zhao H, Han X, Liu J, Li H, Sun J, Xing A, Chen S, Wu S, Wu Y. Relationship between early-onset stroke and triglyceride-glucose index among young Chinese adults. Lipids Health Dis 2023; 22:3. [PMID: 36631854 PMCID: PMC9832803 DOI: 10.1186/s12944-023-01773-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 01/06/2023] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND The triglyceride-glucose index (TyG index), an alternative indicator of peripheral insulin resistance (IR), is associated with cardiovascular disease (CVD) in the general population. The aim of this research was to determine the correlation between early-onset stroke and the TyG index among young Chinese adults. METHODS Participants (age ≤ 40 years) who attended their first physical examination in Kailuan General Hospital or its 11 subsidiary hospitals between 2006 and 2012 were enrolled. The subjects were divided into four equal points according to the quartile of the TyG index, with the lowest quartile (Q1) as the reference group. A Cox proportional hazard model was employed to assess the correlation between early-onset stroke incidence and the TyG index. Restricted cubic spline analysis was further conducted to examine nonlinear associations. The TyG index was calculated as Ln [Triglyceride (TG, mg/dL) × Fasting Blood Glucose (FBG, mg/dL)/2]. RESULTS Overall, 35,999 subjects met the inclusion criteria. Their mean age was 30.8 ± 5.7 years, and 77.1% of subjects were males. During a median observation period of 11 years, 281 stroke events occurred (62 hemorrhagic strokes and 219 ischemic strokes). Compared to the Q1 group (as the lowest group), subjects in groups Q2-Q4 had significantly higher risks of early-onset stroke (P < 0.05) after adjustment for relevant confounders in the Cox proportional hazards model. Similar results were consistent with ischemic stroke. However, no significant associations were observed between the risk of hemorrhage and the baseline TyG index. The restricted cubic splines revealed that the risk of stroke progressively increased with a high TyG index ≥ 8.41. CONCLUSIONS The TyG index may be a major risk factor for early-onset stroke among young Chinese adults. A TyG index ≥ 8.41 can be used as an indicator for screening high-risk stroke groups.
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Affiliation(s)
- Wenqi Xu
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China ,grid.440734.00000 0001 0707 0296Graduate School, North China University of Science and Technology, Tangshan, China
| | - Haiyan Zhao
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Xu Han
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China ,grid.440734.00000 0001 0707 0296Graduate School, North China University of Science and Technology, Tangshan, China
| | - Jianrong Liu
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Haixia Li
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Junyan Sun
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Aijun Xing
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Shuohua Chen
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Shouling Wu
- grid.459652.90000 0004 1757 7033Department of Cardiology, Kailuan General Hospital, Tangshan, 063000 China
| | - Yuntao Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, 063000, China.
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