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非靶向血浆代谢组学和肠道微生物组分析为健康个体血小板反应性的调节提供新的见解。

Untargeted Plasma Metabolomics and Gut Microbiome Profiling Provide Novel Insights into the Regulation of Platelet Reactivity in Healthy Individuals.

机构信息

Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.

Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands.

出版信息

Thromb Haemost. 2022 Apr;122(4):529-539. doi: 10.1055/a-1541-3706. Epub 2021 Aug 13.

Abstract

BACKGROUND

Considerable variation exists in platelet reactivity to stimulation among healthy individuals. Various metabolites and metabolic pathways influence platelet reactivity, but a comprehensive overview of these associations is missing. The gut microbiome has a strong influence on the plasma metabolome. Here, we investigated the association of platelet reactivity with results of untargeted plasma metabolomics and gut microbiome profiling.

METHODS

We used data from a cohort of 534 healthy adult Dutch volunteers (the 500 Functional Genomics study). Platelet activation and reactivity were measured by the expression of the alpha-granule protein P-selectin and the binding of fibrinogen to the activated integrin αIIbβ3, both in unstimulated blood and after ex vivo stimulation with platelet agonists. Plasma metabolome was measured using an untargeted metabolic profiling approach by quadrupole time-of-flight mass spectrometry. Gut microbiome data were measured by shotgun metagenomic sequencing from stool samples.

RESULTS

Untargeted metabolomics yielded 1,979 metabolites, of which 422 were identified to play a role in a human metabolic pathway. Overall, 92/422 (21.8%) metabolites were significantly associated with at least one readout of platelet reactivity. The majority of associations involved lipids, especially members of eicosanoids, including prostaglandins and leukotrienes. Dietary-derived polyphenols were also found to inhibit platelet reactivity. Validation of metabolic pathways with functional microbial profiles revealed two overlapping metabolic pathways ("alanine, aspartate, and glutamate metabolism" and "arginine biosynthesis") that were associated with platelet reactivity.

CONCLUSION

This comprehensive overview is an resource for understanding the regulation of platelet reactivity by the plasma metabolome and the possible contribution of the gut microbiota.

摘要

背景

在健康个体中,血小板对刺激的反应性存在很大差异。各种代谢物和代谢途径会影响血小板反应性,但这些关联的综合概述尚不清楚。肠道微生物组对血浆代谢组有很强的影响。在这里,我们研究了血小板反应性与非靶向血浆代谢组学和肠道微生物组分析结果之间的关系。

方法

我们使用了来自 534 名荷兰健康成年志愿者队列(500 个功能基因组学研究)的数据。通过未刺激血液中α-颗粒蛋白 P-选择素的表达和纤维蛋白原与激活的整合素αIIbβ3的结合,以及体外刺激血小板激动剂后,测量血小板激活和反应性。使用四极杆飞行时间质谱的非靶向代谢组学方法测量血浆代谢组。通过粪便样本的 shotgun 宏基因组测序测量肠道微生物组数据。

结果

非靶向代谢组学产生了 1979 种代谢物,其中 422 种代谢物被鉴定为在人类代谢途径中发挥作用。总的来说,92/422(21.8%)代谢物与血小板反应性的至少一个读数显著相关。大多数关联涉及脂质,特别是类花生酸,包括前列腺素和白三烯。还发现膳食来源的多酚可抑制血小板反应性。通过功能微生物特征验证代谢途径,发现两个重叠的代谢途径(“丙氨酸、天冬氨酸和谷氨酸代谢”和“精氨酸生物合成”)与血小板反应性相关。

结论

这项全面的综述是了解血浆代谢组调节血小板反应性以及肠道微生物群可能贡献的资源。

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