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基于两相液提取-UHPLC-MS/MS 的综合拟靶向代谢组学分析用于抑郁大鼠的研究。

Comprehensive pseudotargeted metabolomics analysis based on two-phase liquid extraction-UHPLC-MS/MS for the investigation of depressive rats.

机构信息

School of Biology and Biological Engineering, South China University of Technology, Guangzhou, P. R. China.

出版信息

J Sep Sci. 2022 Aug;45(15):2977-2986. doi: 10.1002/jssc.202200255. Epub 2022 Jun 8.

Abstract

Pseudotargeted analysis combines the advantages of untargeted and targeted metabolomics methods. This study proposed a comprehensive pseudotargeted metabolomics method based on two-phase liquid extraction using ultra-high-performance liquid chromatography-tandem mass spectrometry. Two-phase liquid extraction, composed of both aqueous and organic phases, extracted a wide range of metabolites from polar to nonpolar in plasma samples. Besides, the two phases were combined and detected in a single injection to save analytical time. A total of 486 potential metabolites were detected by the developed approach. Compared with the conventional methanol-based protein precipitation method, the two-phase liquid extraction method significantly increased the metabolite coverage by 20.29%. Besides, the proposed pseudotargeted metabolomics method exhibited higher sensitivity and better repeatability than the untargeted method. Finally, we applied the established pseudotargeted method to the metabolomics study of depressive rats and screened 53 differential variables. Sixteen determined differential metabolites were mainly in four metabolic pathways including glycerophospholipid, arachidonic acid, sphingolipid metabolisms, pentose and glucuronate interconversions. The results indicated that the pseudotargeted method based on two-phase liquid extraction broadened the metabolite coverage with good sensitivity and repeatability, exhibiting significant potential for discovering differential metabolites in metabolomics studies.

摘要

拟靶向分析结合了非靶向和靶向代谢组学方法的优势。本研究提出了一种基于两相液相萃取的综合拟靶向代谢组学方法,采用超高效液相色谱-串联质谱法。两相液相萃取由水相和有机相组成,从血浆样品中的极性到非极性提取了广泛的代谢物。此外,两相在单次进样中组合和检测,节省了分析时间。通过开发的方法共检测到 486 种潜在代谢物。与传统的基于甲醇的蛋白沉淀法相比,两相液相萃取法显著提高了代谢物覆盖率 20.29%。此外,与非靶向方法相比,所提出的拟靶向代谢组学方法具有更高的灵敏度和更好的重现性。最后,我们将建立的拟靶向方法应用于抑郁大鼠的代谢组学研究,筛选出 53 个差异变量。确定的 16 个差异代谢物主要集中在甘油磷脂、花生四烯酸、鞘脂代谢、戊糖和葡萄糖醛酸相互转化等四个代谢途径中。结果表明,基于两相液相萃取的拟靶向方法拓宽了代谢物的覆盖范围,具有良好的灵敏度和重现性,在代谢组学研究中发现差异代谢物具有显著的潜力。

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