Xu Sikai, Hu Jianping, Ouyang Zhiyi, Yuan Maolin, Zheng Yan, Liu Xin, Shen Yang
Department of Medical Genetics, the Second Affiliated Hospital of Nanchang University, Nanchang, China.
Jiangxi Key Laboratory of Molecular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
Ren Fail. 2025 Dec;47(1):2472037. doi: 10.1080/0886022X.2025.2472037. Epub 2025 Mar 2.
Cardiorenal syndrome (CRS) is a complex clinical condition characterized by the simultaneous dysfunction of the heart and kidneys. The atherogenic index of plasma (AIP), calculated as the logarithm of the ratio of triglycerides (TG) to high-density lipoprotein cholesterol (HDL-C), has emerged as a potential biomarker for cardiovascular risk. This study investigates the association between AIP and CRS, aiming to explore the potential linkage between AIP and CRS.
Data were sourced from the National Health and Nutrition Examination Survey spanning 2005-2018, involving 35,365 participants after applying exclusion criteria. The primary exposure variable was AIP, categorized into quartiles, while the primary outcome variable was CRS, defined by the coexistence of cardiovascular disease (CVD) and chronic kidney disease (CKD). Statistical analyses, considering sample weights, included ANOVA, Chi-square tests, logistic regression models, and restricted cubic spline (RCS) analysis to examine nonlinear relationships.
The weighted logistic regression analysis showed a positive correlation between AIP and CRS across all models. In the fully adjusted model, the highest AIP quartile had a significantly increased odds ratio (OR) for CRS (Q4: OR = 1.62; 95% CI: 1.21-2.15). RCS analysis confirmed a positive correlation between AIP and CRS, with TG positively and HDL-C negatively correlated with CRS. Subgroup analysis indicated a significant interaction with hypertension, showing a stronger association in non-hypertensive individuals.
Higher AIP levels are associated with an increased prevalence of CRS, with a notable hypertension-specific interaction indicating a higher effect in individuals without hypertension.
心肾综合征(CRS)是一种复杂的临床病症,其特征为心脏和肾脏同时出现功能障碍。血浆动脉粥样硬化指数(AIP),计算方法为甘油三酯(TG)与高密度脂蛋白胆固醇(HDL-C)之比的对数,已成为心血管风险的潜在生物标志物。本研究调查AIP与CRS之间的关联,旨在探索AIP与CRS之间的潜在联系。
数据来源于2005年至2018年的国家健康与营养检查调查,在应用排除标准后纳入35365名参与者。主要暴露变量为AIP,分为四分位数,而主要结局变量为CRS,定义为心血管疾病(CVD)和慢性肾脏病(CKD)并存。考虑样本权重的统计分析包括方差分析、卡方检验、逻辑回归模型和受限立方样条(RCS)分析,以检验非线性关系。
加权逻辑回归分析显示,在所有模型中AIP与CRS之间呈正相关。在完全调整模型中,AIP最高四分位数的CRS比值比(OR)显著增加(Q4:OR = 1.62;95% CI:1.21 - 2.15)。RCS分析证实AIP与CRS之间呈正相关,TG与CRS呈正相关,HDL-C与CRS呈负相关。亚组分析表明与高血压存在显著交互作用,在非高血压个体中关联更强。
较高的AIP水平与CRS患病率增加相关,显著的高血压特异性交互作用表明在无高血压个体中影响更大。