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使用复溶溶剂组成优化反相液相色谱-质谱代谢组学中甲醇提取样品的代谢组覆盖度。

Tuning Metabolome Coverage in Reversed Phase LC-MS Metabolomics of MeOH Extracted Samples Using the Reconstitution Solvent Composition.

机构信息

Department of Oncology-Pathology, Science for Life Laboratory, Karolinska Institutet , Stockholm SE-171 21, Sweden.

Department of Molecular Biology, Umeå University , Umeå SE-901 87, Sweden.

出版信息

Anal Chem. 2017 Jul 18;89(14):7356-7364. doi: 10.1021/acs.analchem.7b00475. Epub 2017 Jun 28.

Abstract

Considering the physicochemical diversity of the metabolome, untargeted metabolomics will inevitably discriminate against certain compound classes. Efforts are nevertheless made to maximize the metabolome coverage. Contrary to the main steps of a typical liquid chromatography-mass spectrometry (LC-MS) metabolomics workflow, such as metabolite extraction, the sample reconstitution step has not been optimized for maximal metabolome coverage. This sample concentration step typically occurs after metabolite extraction, when dried samples are reconstituted in a solvent for injection on column. The aim of this study was to evaluate the impact of the sample reconstitution solvent composition on metabolome coverage in untargeted LC-MS metabolomics. Lysogeny Broth medium samples reconstituted in MeOH/HO ratios ranging from 0 to 100% MeOH and analyzed with untargeted reversed phase LC-MS showed that the highest number of metabolite features (n = 1500) was detected in samples reconstituted in 100% HO. As compared to a commonly used reconstitution solvent mixture of 50/50 MeOH/HO, our results indicate that the small fraction of compounds increasing in peak area response by the addition of MeOH to HO, 5%, is outweighed by the fraction of compounds with decreased response, 57%. We evaluated our results on human serum samples from lymphoma patients and healthy control subjects. Reconstitution in 100% HO resulted in a higher number of significant metabolites discriminating between these two groups than both 50% and 100% MeOH. These findings show that the sample reconstitution step has a clear impact on the metabolome coverage of MeOH extracted biological samples, highlighting the importance of the reconstitution solvent composition for untargeted discovery metabolomics.

摘要

考虑到代谢组的物理化学多样性,非靶向代谢组学不可避免地会对某些化合物类别进行歧视。尽管如此,人们还是努力最大限度地提高代谢组的覆盖范围。与典型的液相色谱-质谱(LC-MS)代谢组学工作流程的主要步骤(如代谢物提取)相反,样品复溶步骤并没有针对最大代谢组覆盖范围进行优化。这种样品浓缩步骤通常发生在代谢物提取之后,当干燥的样品在溶剂中重新溶解以用于柱上进样时。本研究的目的是评估样品复溶溶剂组成对非靶向 LC-MS 代谢组学中代谢组覆盖范围的影响。在 MeOH/HO 比例从 0 到 100% MeOH 的范围内重新配制的溶菌肉汤培养基样品,并使用非靶向反相 LC-MS 进行分析,结果表明,在 100% HO 中重新配制的样品中检测到的代谢物特征数量最多(n = 1500)。与常用的 50/50 MeOH/HO 复溶溶剂混合物相比,我们的结果表明,通过向 HO 中添加 MeOH 而增加峰面积响应的化合物的一小部分(5%)被响应降低的化合物的一部分(57%)所抵消。我们在淋巴瘤患者和健康对照者的人血清样本上评估了我们的结果。在 100% HO 中复溶导致区分这两组的显著代谢物数量高于 50%和 100% MeOH。这些发现表明样品复溶步骤对甲醇提取生物样品的代谢组覆盖范围有明显影响,突出了复溶溶剂组成对非靶向发现代谢组学的重要性。

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