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血浆致动脉粥样硬化指数与心血管-肾脏-代谢综合征0至3期心血管疾病风险之间的相关性:一项全国性前瞻性队列研究。

Correlation between atherogenic index of plasma and cardiovascular disease risk across Cardiovascular-kidney-metabolic syndrome stages 0-3: a nationwide prospective cohort study.

作者信息

Hu Yaohua, Liang Yu, Li Jian, Li Xinyang, Yu Mengyuan, Cui Wenpeng

机构信息

Department of Nephrology, The Second Hospital of Jilin University, No. 218 Ziqiang Street, Changchun, 130041, Jilin Province, China.

Department of Nephrology, First Hospital of Jilin University, Changchun, 130021, Jilin Province, China.

出版信息

Cardiovasc Diabetol. 2025 Jan 24;24(1):40. doi: 10.1186/s12933-025-02593-z.

Abstract

BACKGROUND

The Cardiovascular-kidney-metabolic (CKM) syndrome, a concept recently proposed by the American Heart Association (AHA), highlights the intricate connection between metabolic, renal, and cardiovascular illnesses. Furthermore, the Atherogenic Index of Plasma (AIP), a useful biomarker for evaluating the risk of Cardiovascular Diseases (CVDs), has been associated with the risk of Adverse Cardiovascular Events (ACEs). Nonetheless, its precise function in populations in CKM syndrome Stages 0-3 remains unknown.

METHODS

This prospective study analyzed the data of 7,708 eligible participants (aged ≥ 45 years) from the Chinese Longitudinal Research of Ageing (CHARLS), particularly the 2011-2012 baseline survey (Wave 1). The primary exposure variable was AIP-a natural logarithm of the ratio of Triglycerides (TGs) to High-Density Lipoprotein Cholesterol (HDL-C). On the other hand, the primary endpoint was CVD incidence, which was determined based on self-reported past diagnoses. The relationship between AIP and CVD risk in the population in CKM syndrome stages 0-3 was examined using a Cox proportional risk model. Subgroup and mediation analyses were performed to further elucidate the interactions among these factors.

RESULTS

This study involved 7,708 participants in the CKM syndrome stages 0-3 [Mean age = 58.00 years; Interquartile Range (IQR) = 52.00-65.00 years]. The risk of developing CVD increased significantly with higher AIP levels. Specifically, the risk ratio for each unit increase in AIP was 1.31 (95% CI 1.11-1.55), while the Hazard Ratio (HR) for the group with the highest AIP levels compared to the group with the lowest AIP levels was 1.22 (95% CI 1.08-1.39). Mediation analysis revealed that metabolic syndrome accounted for 12.3% of the association between AIP levels and CVD risk (p = 0.024), highlighting its significance in CVD risk assessment.

CONCLUSION

Herein, AIP levels correlated significantly positively with CVD risk in individuals in CKM stages 0-3, with metabolic syndrome as a key mediating factor. These findings suggest that AIP levels could be valuable not only for CVD risk assessment but also for clinical screening.

摘要

背景

心血管-肾脏-代谢(CKM)综合征是美国心脏协会(AHA)最近提出的一个概念,它突出了代谢性疾病、肾脏疾病和心血管疾病之间的复杂联系。此外,血浆致动脉粥样硬化指数(AIP)是评估心血管疾病(CVD)风险的一个有用生物标志物,它与不良心血管事件(ACE)的风险相关。然而,其在CKM综合征0-3期人群中的具体作用尚不清楚。

方法

这项前瞻性研究分析了中国健康与养老追踪调查(CHARLS)中7708名符合条件的参与者(年龄≥45岁)的数据,特别是2011-2012年的基线调查(第1轮)。主要暴露变量是AIP——甘油三酯(TG)与高密度脂蛋白胆固醇(HDL-C)比值的自然对数。另一方面,主要终点是CVD发病率,它是根据自我报告的既往诊断确定的。使用Cox比例风险模型研究了CKM综合征0-3期人群中AIP与CVD风险之间的关系。进行亚组分析和中介分析以进一步阐明这些因素之间的相互作用。

结果

本研究纳入了7708名处于CKM综合征0-3期的参与者[平均年龄=58.00岁;四分位间距(IQR)=52.00-65.00岁]。随着AIP水平升高,发生CVD的风险显著增加。具体而言,AIP每增加一个单位的风险比为1.31(95%CI 1.11-1.55),而AIP水平最高组与最低组相比的风险比(HR)为1.22(95%CI 1.08-1.39)。中介分析显示,代谢综合征占AIP水平与CVD风险之间关联的12.3%(p=0.024),突出了其在CVD风险评估中的重要性。

结论

在此,AIP水平与CKM 0-3期个体的CVD风险显著正相关,代谢综合征是关键中介因素。这些发现表明,AIP水平不仅对CVD风险评估有价值,而且对临床筛查也有价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f6d/11763136/28ba013ff878/12933_2025_2593_Fig1_HTML.jpg

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