多不饱和脂肪酸衍生的氧脂类对st段抬高型心肌梗死的预后及治疗意义

IF 23.7 Q1 MICROBIOLOGY
iMeta Pub Date : 2025-01-09 DOI:10.1002/imt2.266
Zhiyong Du, Yingyuan Lu, Ying Ma, Yunxiao Yang, Wei Luo, Sheng Liu, Ming Zhang, Yong Wang, Lei Li, Chun Li, Wei Wang, Hai Gao
{"title":"多不饱和脂肪酸衍生的氧脂类对st段抬高型心肌梗死的预后及治疗意义","authors":"Zhiyong Du,&nbsp;Yingyuan Lu,&nbsp;Ying Ma,&nbsp;Yunxiao Yang,&nbsp;Wei Luo,&nbsp;Sheng Liu,&nbsp;Ming Zhang,&nbsp;Yong Wang,&nbsp;Lei Li,&nbsp;Chun Li,&nbsp;Wei Wang,&nbsp;Hai Gao","doi":"10.1002/imt2.266","DOIUrl":null,"url":null,"abstract":"<p>Polyunsaturated fatty acid-derived oxylipins regulate systemic inflammation and exert cardiovascular effects, yet their role in ST-segment elevation myocardial infarction (STEMI) remains unclear. Herein, we used targeted metabolomics and machine learning algorithms to develop an oxylipin-based risk model to accurately predict recurrent major adverse cardiovascular events (MACE) after STEMI in two independent prospective cohorts with 2 years of follow-up. The in vivo effects of significant oxylipin predictors were explored via a murine myocardial ischemia‒reperfusion model and functional metabolomics. Among the 130 plasma oxylipins detected in discovery cohort (<i>n</i> = 645), patients with and without recurrent MACE exhibited significant differences in a variety of oxylipin subclasses. We constructed an oxylipin-based prediction model that showed powerful performance in predicting recurrent MACE in the discovery cohort (predictive accuracy: 91.5%). The predictive value of the oxylipin marker panel was confirmed in an independent external validation cohort (predictive accuracy: 89.9%; <i>n</i> = 401). Furthermore, we found that the anti-inflammatory/pro-resolving oxylipin (ARO) predictor panel showed better prognostic performance than the pro-inflammatory oxylipin predictor panel in both cohorts. Compared with the treatment of pro-inflammatory oxylipin predictor panel, combined treatment of six ARO predictors, including 14,15 epoxy-eicosatrienoic acid, 14(15)-epoxy-eicosatetraenoic acid, 12,13-epoxy-octadecenoic acid, lipoxin A4, resolving D1, and 6 keto-prostaglandin F1 showed significant cardiac activities and synergistic metabolic actions in myocardial infarction‒reperfusion model mice. We also mechanistically identified an important role of ARO predictors in restraining ceramide/lysophosphatidylcholine synthesis and inhibiting inflammatory responses. Overall, the present study depicted the landscape of oxylipin profiles in the largest panel of STEMI patients worldwide. Our results also highlight the great potential of bioactive oxylipins in prognostic prediction and therapeutics after STEMI.</p>","PeriodicalId":73342,"journal":{"name":"iMeta","volume":"4 1","pages":""},"PeriodicalIF":23.7000,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/imt2.266","citationCount":"0","resultStr":"{\"title\":\"The prognostic and therapeutic significance of polyunsaturated fatty acid-derived oxylipins in ST-segment elevation myocardial infarction\",\"authors\":\"Zhiyong Du,&nbsp;Yingyuan Lu,&nbsp;Ying Ma,&nbsp;Yunxiao Yang,&nbsp;Wei Luo,&nbsp;Sheng Liu,&nbsp;Ming Zhang,&nbsp;Yong Wang,&nbsp;Lei Li,&nbsp;Chun Li,&nbsp;Wei Wang,&nbsp;Hai Gao\",\"doi\":\"10.1002/imt2.266\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Polyunsaturated fatty acid-derived oxylipins regulate systemic inflammation and exert cardiovascular effects, yet their role in ST-segment elevation myocardial infarction (STEMI) remains unclear. Herein, we used targeted metabolomics and machine learning algorithms to develop an oxylipin-based risk model to accurately predict recurrent major adverse cardiovascular events (MACE) after STEMI in two independent prospective cohorts with 2 years of follow-up. The in vivo effects of significant oxylipin predictors were explored via a murine myocardial ischemia‒reperfusion model and functional metabolomics. Among the 130 plasma oxylipins detected in discovery cohort (<i>n</i> = 645), patients with and without recurrent MACE exhibited significant differences in a variety of oxylipin subclasses. We constructed an oxylipin-based prediction model that showed powerful performance in predicting recurrent MACE in the discovery cohort (predictive accuracy: 91.5%). The predictive value of the oxylipin marker panel was confirmed in an independent external validation cohort (predictive accuracy: 89.9%; <i>n</i> = 401). Furthermore, we found that the anti-inflammatory/pro-resolving oxylipin (ARO) predictor panel showed better prognostic performance than the pro-inflammatory oxylipin predictor panel in both cohorts. Compared with the treatment of pro-inflammatory oxylipin predictor panel, combined treatment of six ARO predictors, including 14,15 epoxy-eicosatrienoic acid, 14(15)-epoxy-eicosatetraenoic acid, 12,13-epoxy-octadecenoic acid, lipoxin A4, resolving D1, and 6 keto-prostaglandin F1 showed significant cardiac activities and synergistic metabolic actions in myocardial infarction‒reperfusion model mice. We also mechanistically identified an important role of ARO predictors in restraining ceramide/lysophosphatidylcholine synthesis and inhibiting inflammatory responses. Overall, the present study depicted the landscape of oxylipin profiles in the largest panel of STEMI patients worldwide. Our results also highlight the great potential of bioactive oxylipins in prognostic prediction and therapeutics after STEMI.</p>\",\"PeriodicalId\":73342,\"journal\":{\"name\":\"iMeta\",\"volume\":\"4 1\",\"pages\":\"\"},\"PeriodicalIF\":23.7000,\"publicationDate\":\"2025-01-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/imt2.266\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"iMeta\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/imt2.266\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"iMeta","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/imt2.266","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

多不饱和脂肪酸衍生的氧化脂类调节全身炎症并发挥心血管作用,但其在st段抬高型心肌梗死(STEMI)中的作用尚不清楚。在此,我们使用靶向代谢组学和机器学习算法开发了一个基于氧脂素的风险模型,以准确预测STEMI后复发的主要不良心血管事件(MACE),在两个独立的前瞻性队列中进行了2年的随访。通过小鼠心肌缺血-再灌注模型和功能代谢组学研究了重要的氧脂素预测因子的体内效应。在发现队列(n = 645)中检测到的130种血浆氧脂素中,有和没有复发性MACE的患者在各种氧脂素亚类中表现出显著差异。我们构建了一个基于氧脂素的预测模型,该模型在预测发现队列中复发性MACE方面表现出强大的性能(预测准确率:91.5%)。在一个独立的外部验证队列中证实了氧脂素标记面板的预测价值(预测准确率:89.9%;n = 401)。此外,我们发现在两个队列中,抗炎/促溶解氧脂(ARO)预测组的预后表现优于促炎氧脂预测组。与促炎氧脂素预测因子组相比,14、15环氧-二十碳四烯酸、14(15)-环氧-二十碳四烯酸、12、13-环氧-十八烯酸、脂素A4、溶解D1、6酮前列腺素F1等6种ARO预测因子联合治疗在心肌梗死-再灌注模型小鼠中表现出显著的心脏活性和协同代谢作用。我们还从机制上确定了ARO预测因子在抑制神经酰胺/溶血磷脂酰胆碱合成和抑制炎症反应中的重要作用。总的来说,目前的研究描绘了世界上最大的STEMI患者的氧化脂质谱。我们的研究结果还强调了生物活性氧脂素在STEMI后的预后预测和治疗中的巨大潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

The prognostic and therapeutic significance of polyunsaturated fatty acid-derived oxylipins in ST-segment elevation myocardial infarction

The prognostic and therapeutic significance of polyunsaturated fatty acid-derived oxylipins in ST-segment elevation myocardial infarction

Polyunsaturated fatty acid-derived oxylipins regulate systemic inflammation and exert cardiovascular effects, yet their role in ST-segment elevation myocardial infarction (STEMI) remains unclear. Herein, we used targeted metabolomics and machine learning algorithms to develop an oxylipin-based risk model to accurately predict recurrent major adverse cardiovascular events (MACE) after STEMI in two independent prospective cohorts with 2 years of follow-up. The in vivo effects of significant oxylipin predictors were explored via a murine myocardial ischemia‒reperfusion model and functional metabolomics. Among the 130 plasma oxylipins detected in discovery cohort (n = 645), patients with and without recurrent MACE exhibited significant differences in a variety of oxylipin subclasses. We constructed an oxylipin-based prediction model that showed powerful performance in predicting recurrent MACE in the discovery cohort (predictive accuracy: 91.5%). The predictive value of the oxylipin marker panel was confirmed in an independent external validation cohort (predictive accuracy: 89.9%; n = 401). Furthermore, we found that the anti-inflammatory/pro-resolving oxylipin (ARO) predictor panel showed better prognostic performance than the pro-inflammatory oxylipin predictor panel in both cohorts. Compared with the treatment of pro-inflammatory oxylipin predictor panel, combined treatment of six ARO predictors, including 14,15 epoxy-eicosatrienoic acid, 14(15)-epoxy-eicosatetraenoic acid, 12,13-epoxy-octadecenoic acid, lipoxin A4, resolving D1, and 6 keto-prostaglandin F1 showed significant cardiac activities and synergistic metabolic actions in myocardial infarction‒reperfusion model mice. We also mechanistically identified an important role of ARO predictors in restraining ceramide/lysophosphatidylcholine synthesis and inhibiting inflammatory responses. Overall, the present study depicted the landscape of oxylipin profiles in the largest panel of STEMI patients worldwide. Our results also highlight the great potential of bioactive oxylipins in prognostic prediction and therapeutics after STEMI.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
10.80
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信