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代谢组学和蛋白质组学分析的整合揭示了受到振荡剪切应力作用的内皮祖细胞中炎症相关蛋白质代谢物的变化。

The Integration of Metabolomic and Proteomic Analyses Revealed Alterations in Inflammatory-Related Protein Metabolites in Endothelial Progenitor Cells Subjected to Oscillatory Shear Stress.

作者信息

Yu Jie, Fu Jie, Zhang Xiaoyun, Cui Xiaodong, Cheng Min

机构信息

School of Basic Medicine Sciences, Weifang Medical University, Weifang, China.

出版信息

Front Physiol. 2022 Feb 16;13:825966. doi: 10.3389/fphys.2022.825966. eCollection 2022.

Abstract

BACKGROUND

Endothelial progenitor cells (EPCs) play essential roles in vascular repair. Our previous study suggests OSS would lead EPCs transdifferention into the mesenchymal cell that aggravates pathological vascular remodeling. The primary purpose of this study was to apply OSS in EPCs and then explore proteins, metabolites, and the protein-metabolite network of EPCs.

METHODS

Endothelial progenitor cells were kept in static or treated with OSS. For OSS treatment, the Flexcell STR-4000 parallel plate flow system was used to simulate OSS for 12 h. Subsequently, an untargeted metabolomic LC/MS analysis and a TMT-labeled quantitative proteomic analysis were performed.

RESULTS

A total of 4,699 differentially expressed proteins (DEPs) were identified, among which 73 differentially expressed proteins were potentially meaningful ( < 0.05), with 66 upregulated and 7 downregulated expressions. There were 5,664 differential metabolites (DEMs), of which 401 DEMs with biologically potential marker significance (VIP > 1, < 0.05), of which 137 were upregulated and 264 were downregulated. The Prison correlation analysis of DEPs and DEMs was performed, and the combined DEPs-DEMs pathway analyses of the KGLM database show 39 pathways. Among the DEPs, including the Phosphoserine phosphatase (PSPH), Prostaglandin E synthase 3 (PTGES3), Glutamate-cysteine ligase regulatory subunit (GCLM), Transaldolase (TALDO1), Isocitrate dehydrogenase 1 (IDH1) and Glutathione S-transferase omega-1 (GSTO1), which are significantly enriched in the citric acid cycle (TCA cycle) and fatty acid metabolic pathways, promoting glycolysis and upregulation of fatty acid synthesis. Moreover, we screened the 6 DEPs with the highest correlation with DEMs for predicting the onset of early AS and performed qPCR to validate them.

CONCLUSION

The comprehensive analysis reveals the following main changes in EPCs after the OSS treatment: dysregulation of glutamate and glycine metabolism and their transport/catabolic related proteins. Disorders of fatty acid and glycerophospholipid metabolism accompanied by alterations in the corresponding metabolic enzymes. Elevated expression of glucose metabolism.

摘要

背景

内皮祖细胞(EPCs)在血管修复中发挥着重要作用。我们之前的研究表明,振荡剪切应力(OSS)会导致EPCs转分化为间充质细胞,从而加剧病理性血管重塑。本研究的主要目的是对EPCs施加OSS,然后探索EPCs的蛋白质、代谢物以及蛋白质 - 代谢物网络。

方法

将内皮祖细胞保持在静态或用OSS处理。对于OSS处理,使用Flexcell STR - 4000平行板流动系统模拟OSS 12小时。随后,进行非靶向代谢组学LC/MS分析和TMT标记的定量蛋白质组学分析。

结果

共鉴定出4699个差异表达蛋白(DEPs),其中73个差异表达蛋白可能具有意义(<0.05),上调表达66个,下调表达7个。有5664个差异代谢物(DEMs),其中401个DEMs具有生物学潜在标志物意义(VIP>1,<0.05),上调137个,下调264个。对DEPs和DEMs进行偏相关分析,KGLM数据库的联合DEPs - DEMs通路分析显示有39条通路。在DEPs中,包括磷酸丝氨酸磷酸酶(PSPH)、前列腺素E合酶3(PTGES3)、谷氨酸 - 半胱氨酸连接酶调节亚基(GCLM)、转醛醇酶(TALDO1)、异柠檬酸脱氢酶1(IDH1)和谷胱甘肽S - 转移酶ω - 1(GSTO1),它们在柠檬酸循环(TCA循环)和脂肪酸代谢途径中显著富集,促进糖酵解并上调脂肪酸合成。此外,我们筛选了与DEMs相关性最高的6个DEPs用于预测早期动脉粥样硬化(AS)的发病,并进行qPCR验证。

结论

综合分析揭示了OSS处理后EPCs的以下主要变化:谷氨酸和甘氨酸代谢及其转运/分解代谢相关蛋白的失调。脂肪酸和甘油磷脂代谢紊乱,伴有相应代谢酶的改变。葡萄糖代谢表达升高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5133/8889118/7e6247027f84/fphys-13-825966-g001.jpg

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