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血浆致动脉粥样硬化指数在肺动脉高压中的预后价值

Prognostic value of atherogenic index of plasma in pulmonary hypertension.

作者信息

Chen Meng-Qi, Wang An, Wan Chuan-Xue, Ruan Bin-Qian, Tong Jun, Shen Jie-Yan

机构信息

Department of Cardiology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

出版信息

Front Med (Lausanne). 2025 Jan 13;11:1490695. doi: 10.3389/fmed.2024.1490695. eCollection 2024.

Abstract

BACKGROUND

The atherogenic index of plasma (AIP) is a brand-new lipid parameter that has been used to assess various cardiovascular events. This study aimed to investigate the prognostic value of AIP in patients with pulmonary hypertension (PH).

METHODS

This retrospective study was conducted at Shanghai Jiao Tong University School of Medicine affiliated Renji Hospital, and included data from 125 PH patients treated during 2014-2018. The endpoint events of this study were clinical worsening outcomes. PH patients include those from group 1 and group 4. AIP was determined as the logarithm of the blood triglycerides ratio to high-density lipoprotein cholesterol.

RESULTS

The 1-year, 3-year, and 5-year incidence rates of clinical worsening outcomes in PH patients in this study were 20.0, 44.8, and 54.4%, respectively. The median age of the PH patients was 38.00 years, with females accounting for 90.4%. After controlling for multivariable factors, the results of Cox regression analysis indicated that AIP was an independent predictor of adverse outcomes with a hazard ratio and 95% confident interval (CI) of 2.426 (1.021-5.763). The positive linear relationship of AIP was evaluated using restricted cubic spline analysis. Kaplan-Meier curves showed a significantly higher events rate in patients with AIP ≥ 0.144 compared to those with AIP < 0.144 ( = 0.002). Four potential prognostic variables, including AIP, were identified by LASSO regression to construct a nomogram. Compared to the model minus AIP, the AUC of the nomogram displayed a non-significant improvement (0.749 vs. 0.788,  = 0.298). In contrast, the results of net reclassification improvement (0.306, 95% CI: 0.039-0.459,  < 0.001) and integrated discrimination improvement (0.049, 95% CI: 0.006-0.097,  = 0.020) demonstrated significant enhancements in the predictive ability of the model when AIP was added to the clinical model.

CONCLUSION

AIP is an independent predictor of long-term clinical worsening in PH patients, and its inclusion in prognostic models could improve risk stratification and management.

摘要

背景

血浆致动脉粥样硬化指数(AIP)是一种全新的血脂参数,已被用于评估各种心血管事件。本研究旨在探讨AIP在肺动脉高压(PH)患者中的预后价值。

方法

本回顾性研究在上海交通大学医学院附属仁济医院进行,纳入了2014年至2018年期间接受治疗的125例PH患者的数据。本研究的终点事件为临床恶化结局。PH患者包括1组和4组的患者。AIP被定义为血甘油三酯与高密度脂蛋白胆固醇比值的对数。

结果

本研究中PH患者临床恶化结局的1年、3年和5年发生率分别为20.0%、44.8%和54.4%。PH患者的中位年龄为38.00岁,女性占90.4%。在控制多变量因素后,Cox回归分析结果表明,AIP是不良结局的独立预测因子,风险比和95%置信区间(CI)为2.426(1.021 - 5.763)。使用受限立方样条分析评估AIP的正线性关系。Kaplan - Meier曲线显示,AIP≥0.144的患者的事件发生率显著高于AIP < 0.144的患者(P = 0.002)。通过LASSO回归确定了包括AIP在内的四个潜在预后变量,以构建列线图。与不含AIP的模型相比,列线图的曲线下面积(AUC)显示出无显著改善(0.749对0.788,P = 0.298)。相比之下,净重新分类改善(0.306,95% CI:0.039 - 0.459,P < 0.001)和综合判别改善(0.049,95% CI:0.006 - 0.097,P = 0.020)的结果表明,当将AIP添加到临床模型中时,模型的预测能力有显著提高。

结论

AIP是PH患者长期临床恶化的独立预测因子,将其纳入预后模型可改善风险分层和管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0cd4/11769793/f60371c8ea81/fmed-11-1490695-g001.jpg

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