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基于 1H NMR 的代谢组学分析揭示了酵母和线虫模型系统中的固有生物学变异性。

(1)H NMR-based metabolic profiling reveals inherent biological variation in yeast and nematode model systems.

机构信息

Department of Biochemistry, School of Molecular and Systems Medicine, University of Alberta, Edmonton, AB, T6G 2H7, Canada.

出版信息

J Biomol NMR. 2011 Apr;49(3-4):245-54. doi: 10.1007/s10858-011-9492-6. Epub 2011 Feb 25.

DOI:10.1007/s10858-011-9492-6
PMID:21350846
Abstract

The application of metabolomics to human and animal model systems is poised to provide great insight into our understanding of disease etiology and the metabolic changes that are associated with these conditions. However, metabolomic studies have also revealed that there is significant, inherent biological variation in human samples and even in samples from animal model systems where the animals are housed under carefully controlled conditions. This inherent biological variability is an important consideration for all metabolomics analyses. In this study, we examined the biological variation in (1)H NMR-based metabolic profiling of two model systems, the yeast Saccharomyces cerevisiae and the nematode Caenorhabditis elegans. Using relative standard deviations (RSD) as a measure of variability, our results reveal that both model systems have significant amounts of biological variation. The C. elegans metabolome possesses greater metabolic variance with average RSD values of 29 and 39%, depending on the food source that was used. The S. cerevisiae exometabolome RSD values ranged from 8% to 12% for the four strains examined. We also determined whether biological variation occurs between pairs of phenotypically identical yeast strains. Multivariate statistical analysis allowed us to discriminate between pair members based on their metabolic phenotypes. Our results highlight the variability of the metabolome that exists even for less complex model systems cultured under defined conditions. We also highlight the efficacy of metabolic profiling for defining these subtle metabolic alterations.

摘要

代谢组学在人类和动物模型系统中的应用有望为我们深入了解疾病的病因以及与这些疾病相关的代谢变化提供重要的见解。然而,代谢组学研究也表明,即使在动物模型系统中,在经过精心控制的条件下饲养的动物中,人类样本和动物样本中都存在着显著的、内在的生物学变异性。这种内在的生物学变异性是所有代谢组学分析的一个重要考虑因素。在这项研究中,我们检查了两个模型系统(酵母酿酒酵母和线虫秀丽隐杆线虫)基于(1)H NMR 的代谢轮廓分析中的生物学变异性。使用相对标准偏差(RSD)作为变异性的度量,我们的结果表明这两个模型系统都存在大量的生物学变异性。秀丽隐杆线虫的代谢组具有更大的代谢方差,平均 RSD 值分别为 29%和 39%,具体取决于所使用的食物来源。所检查的四种酿酒酵母外代谢组的 RSD 值在 8%到 12%之间。我们还确定了表型相同的酵母菌株之间是否存在生物学变异性。多元统计分析使我们能够根据其代谢表型来区分对成员。我们的结果突出了即使在更简单的模型系统中,在定义条件下培养也存在代谢组的变异性。我们还强调了代谢轮廓分析用于定义这些微妙的代谢变化的功效。

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本文引用的文献

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Metabolic signatures of lung cancer in biofluids: NMR-based metabonomics of urine.生物流体中肺癌的代谢特征:尿液的基于 NMR 的代谢组学。
J Proteome Res. 2011 Jan 7;10(1):221-30. doi: 10.1021/pr100899x. Epub 2010 Nov 23.
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Mutations in the Saccharomyces cerevisiae succinate dehydrogenase result in distinct metabolic phenotypes revealed through (1)H NMR-based metabolic footprinting.酿酒酵母琥珀酸脱氢酶突变导致通过基于 1H NMR 的代谢足迹分析揭示的不同代谢表型。
J Proteome Res. 2010 Dec 3;9(12):6729-39. doi: 10.1021/pr100880y. Epub 2010 Nov 5.
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(1)H NMR metabonomic analysis in renal cell carcinoma: a possible diagnostic tool.
比较秀丽隐杆线虫脂类组图谱的结果——来自一项实验室间的轮次试验。
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The Energy Metabolism in Caenorhabditis elegans under The Extremely Low-Frequency Electromagnetic Field Exposure.极低频率电磁场暴露下秀丽隐杆线虫的能量代谢
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Application of NMR spectroscopy in metabolomics.核磁共振波谱法在代谢组学中的应用。
J Biomol NMR. 2011 Apr;49(3-4):163-4. doi: 10.1007/s10858-011-9479-3.
(1)基于~1H NMR 的代谢组学分析在肾细胞癌中的应用:一种可能的诊断工具。
J Proteome Res. 2010 Aug 6;9(8):4038-44. doi: 10.1021/pr100226m.
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Quantitative metabolomics by H-NMR and LC-MS/MS confirms altered metabolic pathways in diabetes.基于 1H-NMR 和 LC-MS/MS 的定量代谢组学分析证实糖尿病患者代谢途径发生改变。
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Caenorhabditis elegans diet significantly affects metabolic profile, mitochondrial DNA levels, lifespan and brood size.秀丽隐杆线虫的饮食对其代谢特征、线粒体 DNA 水平、寿命和繁殖力有显著影响。
Mol Genet Metab. 2010 Jul;100(3):274-82. doi: 10.1016/j.ymgme.2010.03.013. Epub 2010 Mar 20.
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Serum metabolome analysis by 1H-NMR reveals differences between chronic lymphocytic leukaemia molecular subgroups.1H-NMR 血清代谢组学分析揭示慢性淋巴细胞白血病分子亚群之间的差异。
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