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循环代谢物谱预测心脏再同步治疗反应。

Circulating metabolite profiles to predict response to cardiac resynchronization therapy.

机构信息

Department of Cardiology, Shanghai Institute of Cardiovascular Disease, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.

Human Phenome Institute, Fudan University, Shanghai, 200438, People's Republic of China.

出版信息

BMC Cardiovasc Disord. 2020 Apr 16;20(1):178. doi: 10.1186/s12872-020-01443-y.

Abstract

BACKGROUND

Heart failure is associated with ventricular dyssynchrony and energetic inefficiency, which can be alleviated by cardiac resynchronization therapy (CRT) with approximately one-third of non-response rate. Thus far, there is no specific biomarker to predict the response to CRT in patients with heart failure. In this study, we assessed the role of the blood metabolomic profile in predicting the response to CRT.

METHODS

A total of 105 dilated cardiomyopathy patients with severe heart failure who received CRT were included in our two-stage study. Baseline blood samples were collected prior to CRT implantation. The response to CRT was defined according to echocardiographic criteria. Metabolomic profiling of serum samples was carried out using ultrahigh performance liquid chromatography coupled with quadrupole-time-of-flight mass spectrometry.

RESULTS

Seventeen metabolites showed significant differences in their levels between responders and non-responders, and these metabolites were primarily involved in six pathways, including linoleic acid metabolism, Valine, leucine and isoleucine biosynthesis, phenylalanine metabolism, citrate cycle, tryptophan metabolism, and sphingolipid metabolism. A combination of isoleucine, tryptophan, and linoleic acid was identified as an ideal metabolite panel to distinguish responders from non-responders in the discovery set (n = 51 with an AUC of 0.981), and it was confirmed in the validation set (n = 54 with an AUC of 0.929).

CONCLUSIONS

Mass spectrometry based serum metabolomics approach provided larger coverage of metabolome which can help distinguish CRT responders from non-responders. A combination of isoleucine, tryptophan, and linoleic acid may associate with significant prognostic values for CRT.

摘要

背景

心力衰竭与心室不同步和能量效率低下有关,心脏再同步治疗(CRT)可缓解这些问题,其有效率约为三分之一。到目前为止,尚无特定的生物标志物可预测心力衰竭患者对 CRT 的反应。在这项研究中,我们评估了血液代谢组谱在预测 CRT 反应中的作用。

方法

我们的两阶段研究共纳入了 105 例接受 CRT 的扩张型心肌病伴严重心力衰竭患者。在 CRT 植入前采集基线血样。根据超声心动图标准定义 CRT 反应。采用超高效液相色谱-四极杆飞行时间质谱联用技术对血清样本进行代谢组学分析。

结果

responder 和 non-responder 之间有 17 种代谢物的水平存在显著差异,这些代谢物主要涉及 6 条代谢途径,包括亚油酸代谢、缬氨酸、亮氨酸和异亮氨酸生物合成、苯丙氨酸代谢、柠檬酸循环、色氨酸代谢和鞘脂代谢。异亮氨酸、色氨酸和亚油酸的组合被确定为区分发现组(n=51,AUC 为 0.981)中 responder 和 non-responder 的理想代谢物组合,在验证组(n=54,AUC 为 0.929)中也得到了验证。

结论

基于质谱的血清代谢组学方法提供了更大的代谢组覆盖范围,有助于区分 CRT 的 responder 和 non-responder。异亮氨酸、色氨酸和亚油酸的组合可能与 CRT 的预后价值显著相关。

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