Department of Immunology, National Jewish Health, Denver, CO 80206, USA.
J Chromatogr A. 2013 Jul 26;1300:217-26. doi: 10.1016/j.chroma.2013.04.030. Epub 2013 Apr 18.
Sample preparation remains a challenge in untargeted metabolomics studies and no method currently results in complete extraction of all metabolite classes in human plasma. Because a large variety of molecules, with vast differences in dynamic range, could be involved in human disease, there is an urgent need to develop analytical techniques that result in comprehensive coverage of metabolites. Furthermore, analysis of more focused molecular classes could be necessary to more fully interrogate markers of human disease. However, such techniques, which generally involve multiple steps, often result in high variability. We have optimized a combined liquid-liquid and solid phase extraction method for plasma and have compared that to traditional methanol precipitation using spiked internal standards as controls. This method, based largely on previously published methods, results in 5 separate fractions enriched for aqueous species, phospholipids, fatty acids, neutral lipids, and hydrophobic lipids. Using liquid chromatography mass spectrometry as the analytical method, we detect over 3806 metabolites using the new method versus 1851 metabolites using methanol alone. Qualitative analysis and quantitative analysis of both internal standards (ISTDs) and endogenous metabolites demonstrate excellent reproducibility with CV's below 15% for the combined method compared to 30% using the methanol method. While both methods have applications for clinical metabolomics, fractionation resulted in greater overall coverage and can be used for initial classification of molecular species.
样品制备仍然是靶向代谢组学研究中的一个挑战,目前没有一种方法能完全提取人血浆中的所有代谢物类别。由于涉及人类疾病的分子种类繁多,动态范围差异巨大,因此迫切需要开发能够全面覆盖代谢物的分析技术。此外,为了更全面地研究人类疾病的标志物,可能需要对更集中的分子类别进行分析。然而,这种通常涉及多个步骤的技术通常会导致高度的可变性。我们优化了一种用于血浆的组合液-液和固相萃取方法,并将其与使用加标内标作为对照的传统甲醇沉淀法进行了比较。该方法主要基于先前发表的方法,可分离出 5 个富含水相物质、磷脂、脂肪酸、中性脂质和疏水性脂质的单独馏分。使用液相色谱质谱作为分析方法,我们使用新方法检测到超过 3806 种代谢物,而单独使用甲醇仅检测到 1851 种代谢物。内标 (ISTD) 和内源性代谢物的定性和定量分析表明,与甲醇法的 30%相比,组合法的 CV 值低于 15%,具有极好的重现性。虽然这两种方法都可用于临床代谢组学,但分级分离可实现更全面的覆盖范围,并可用于分子种类的初步分类。