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冠状动脉疾病患者脂质组学失调对死亡风险的预后洞察。

Insights into the prognosis of lipidomic dysregulation for death risk in patients with coronary artery disease.

作者信息

Qin Min, Zhu Qian, Lai Weihua, Ma Qilin, Liu Chen, Chen Xiaoping, Zhang Yuelin, Wang Zixian, Chen Hui, Yan Hong, Lei Heping, Zhang Shuyao, Dong Xuekui, Wang Hong, Huang Min, Lian Qizhou, Zhong Shilong

机构信息

Department of Pharmacy, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, P. R. China.

Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangdong Cardiovascular Institute, Guangzhou, Guangdong, P. R. China.

出版信息

Clin Transl Med. 2020 Sep;10(5):e189. doi: 10.1002/ctm2.189.

Abstract

BACKGROUND

Dyslipidaemia contributes to the progression of coronary artery disease (CAD) toward adverse outcomes. Plasma lipidomic measure may improve the prognostic performances of clinical endpoints of CAD. Our research is designed to identify the correlations between plasma lipid species and the risks of death, major adverse cardiovascular event (MACE) and left ventricular (LV) remodeling in patients with CAD.

METHODS

A total of 1569 Chinese patients with CAD, 1011 single-centre patients as internal training cohort, and 558 multicentre patients as external validation cohort, were enrolled. The concentration of plasma lipids in both cohorts was determined through widely targeted lipidomic profiling. Least absolute shrinkage and selection operator Cox and multivariate Cox regressions were used to develop prognostic models for death and MACE, respectively.

RESULTS

Ten (Cer(d18:1/20:1), Cer(d18:1/24:1), PE(30:2), PE(32:0), PE(32:2), PC(O-38:2), PC(O-36:4), PC(16:1/22:2), LPC(18:2/0:0) and LPE(0:0/24:6)) and two (Cer(d18:1/20:1) and LPC(20:0/0:0)) lipid species were independently related to death and MACE, respectively. Cer(d18:1/20:1) and Cer(d18:1/24:1) were correlated with LV remodeling (P < .05). The lipidic panel incorporating 10 lipid species and two traditional biomarkers for predicting 5-year death risk represented a remarkable higher discrimination than traditional model with increased area under the curve from 76.56 to 83.65%, continuous NRI of 0.634 and IDI of 0.131. Furthermore, the panel was successfully used in differentiating multicentre patients with low, middle, or high risks (P < .0001). Further analysis indicated that the number of double bonds of phosphatidyl choline and the content of carbon atoms of phosphatidyl ethanolamines were negatively associated with death risk.

CONCLUSIONS

Improvement in the prediction of death confirms the effectiveness of plasma lipids as predictors to risk classification in patients with CAD. The association between the structural characteristics of long-chain polyunsaturated fatty acids and death risk highlights the need for mechanistic research that characterizes the role of individual lipid species in disease pathogenesis.

摘要

背景

血脂异常会促使冠状动脉疾病(CAD)进展为不良后果。血浆脂质组学检测可能会改善CAD临床终点的预后表现。我们的研究旨在确定CAD患者血浆脂质种类与死亡风险、主要不良心血管事件(MACE)和左心室(LV)重塑之间的相关性。

方法

共纳入1569例中国CAD患者,其中1011例单中心患者作为内部训练队列,558例多中心患者作为外部验证队列。通过广泛靶向脂质组学分析确定两个队列中血浆脂质的浓度。分别使用最小绝对收缩和选择算子Cox回归及多变量Cox回归建立死亡和MACE的预后模型。

结果

十种(神经酰胺(d18:1/20:1)、神经酰胺(d18:1/24:1)、磷脂酰乙醇胺(30:2)、磷脂酰乙醇胺(32:0)、磷脂酰乙醇胺(32:2)、氧化磷脂酰胆碱(O-38:2)、氧化磷脂酰胆碱(O-36:4)、磷脂酰胆碱(16:1/22:2)、溶血磷脂酰胆碱(18:2/0:0)和溶血磷脂酰乙醇胺(0:0/24:6))和两种(神经酰胺(d18:1/20:1)和溶血磷脂酰胆碱(20:0/0:0))脂质种类分别与死亡和MACE独立相关。神经酰胺(d18:1/20:1)和神经酰胺(d18:1/24:1)与LV重塑相关(P <.05)。包含十种脂质种类和两种传统生物标志物的脂质组用于预测5年死亡风险,其判别能力显著高于传统模型,曲线下面积从76.56%增加到83.65%,连续净重新分类改善指数(NRI)为0.634,综合判别改善指数(IDI)为0.131。此外,该脂质组成功用于区分多中心低、中、高风险患者(P <.0001)。进一步分析表明,磷脂酰胆碱的双键数量和磷脂酰乙醇胺的碳原子含量与死亡风险呈负相关。

结论

死亡预测的改善证实了血浆脂质作为CAD患者风险分类预测指标的有效性。长链多不饱和脂肪酸的结构特征与死亡风险之间的关联突出了开展机制研究的必要性,该研究应阐明个体脂质种类在疾病发病机制中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/10ff/7522592/c56aab1cd301/CTM2-10-e189-g001.jpg

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