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不同血压状态下血浆致动脉粥样硬化指数与高血压发病之间的关联:一项全国队列研究

Association between the atherogenic index of plasma and incident hypertension across different blood pressure states: a national cohort study.

作者信息

Mo Degang, Zhang Peng, Zhang Miao, Dai Hongyan, Wang Guoan

机构信息

School of Medicine, Qingdao University, Qingdao, 266000, China.

Department of Cardiology, Qingdao Municipal Hospital, Qingdao, 266011, China.

出版信息

Cardiovasc Diabetol. 2025 May 21;24(1):219. doi: 10.1186/s12933-025-02775-9.

Abstract

BACKGROUND

Hypertension is a major public health concern, making effective preventive strategies essential. The atherogenic index of plasma (AIP), a new lipid metabolic index that is associated with insulin resistance and cardiovascular diseases. However, the association between AIP and the incidence of hypertension remains unexplored. To address this knowledge gap, we designed a large-scale retrospective cohort study to investigate the association between AIP and the occurrence of hypertension across different blood pressure (BP) states, including individuals with normal BP and those with elevated BP.

METHODS

This retrospective cohort study used data from the China Health and Retirement Longitudinal Study (CHARLS) involving participants aged 45 and older, assessed in 2011 and followed up in 2020. AIP was calculated using the logarithmic ratio of triglycerides (TG) to high-density lipoprotein cholesterol (HDL-C). Logistic regression models, restricted cubic splines models, and threshold analyses were employed to examine the relationship between AIP and the incidence of hypertension. Receiver Operating Characteristic analysis was utilized to assess the ability of AIP to predict the incidence of hypertension. Subgroup analyses were conducted across various demographic and health-related factors. Sensitivity analyses were employed to address biases arising from self-reported data.

RESULTS

Among 6540 participants, 1909 (29.19%) developed hypertension over nine years. The AIP is an independent risk factor for the development of hypertension, with an adjusted odds ratio of 1.84 [95% confidence interval (CI) 1.41-2.39, p < 0.001] in individuals with normal BP and 1.88 (95% CI 1.40-2.52, p < 0.001) in those with elevated BP. A nonlinear relationship between AIP and the incidence of hypertension was identified in both normal BP and elevated BP population. AIP has a better predictive ability for the occurrence of hypertension compared to the single indicators of TG and HDL-C. Age significantly impacted AIP's predictive value, especially in those aged 45 to 60 in normal BP population. Sensitivity analyses further validated the nonlinear relationship between AIP and the occurrence of hypertension.

CONCLUSIONS

AIP is a significant predictor of hypertension, demonstrating a nonlinear association with its occurrence in normal BP and elevated BP population.

TRIAL REGISTRATION

Not applicable.

摘要

背景

高血压是一个主要的公共卫生问题,因此有效的预防策略至关重要。血浆致动脉粥样硬化指数(AIP)是一种新的脂质代谢指数,与胰岛素抵抗和心血管疾病相关。然而,AIP与高血压发病率之间的关联仍未得到探索。为了填补这一知识空白,我们设计了一项大规模回顾性队列研究,以调查AIP与不同血压(BP)状态下高血压发生之间的关联,包括血压正常个体和血压升高个体。

方法

这项回顾性队列研究使用了中国健康与养老追踪调查(CHARLS)的数据,该调查涉及45岁及以上的参与者,于2011年进行评估,并于2020年进行随访。AIP通过甘油三酯(TG)与高密度脂蛋白胆固醇(HDL-C)的对数比值计算得出。采用逻辑回归模型、限制性立方样条模型和阈值分析来检验AIP与高血压发病率之间的关系。利用受试者工作特征分析来评估AIP预测高血压发病率的能力。对各种人口统计学和健康相关因素进行亚组分析。采用敏感性分析来解决自我报告数据产生的偏差。

结果

在6540名参与者中,1909名(29.19%)在九年内患上了高血压。AIP是高血压发生的独立危险因素,血压正常个体的调整后比值比为1.84[95%置信区间(CI)1.41 - 2.39,p < 0.001],血压升高个体的调整后比值比为1.88(95%CI 1.40 - 2.52,p < 0.001)。在血压正常和血压升高人群中均发现AIP与高血压发病率之间存在非线性关系。与TG和HDL-C的单一指标相比,AIP对高血压发生具有更好的预测能力。年龄显著影响AIP的预测价值,尤其是在血压正常人群中45至60岁的人群中。敏感性分析进一步验证了AIP与高血压发生之间的非线性关系。

结论

AIP是高血压的重要预测指标,在血压正常和血压升高人群中,其与高血压发生呈非线性关联。

试验注册

不适用。

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