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结合小体积代谢组学和转录组学方法评估大脑化学。

Combining small-volume metabolomic and transcriptomic approaches for assessing brain chemistry.

机构信息

Department of Chemistry and the Beckman Institute, University of Illinois, Urbana, Illinois 61801, United States.

出版信息

Anal Chem. 2013 Mar 19;85(6):3136-43. doi: 10.1021/ac3032959. Epub 2013 Mar 1.

Abstract

The integration of disparate data types provides a more complete picture of complex biological systems. Here we combine small-volume metabolomic and transcriptomic platforms to determine subtle chemical changes and to link metabolites and genes to biochemical pathways. Capillary electrophoresis-mass spectrometry (CE-MS) and whole-genome gene expression arrays, aided by integrative pathway analysis, were utilized to survey metabolomic/transcriptomic hippocampal neurochemistry. We measured changes in individual hippocampi from the mast cell mutant mouse strain, C57BL/6 Kit(W-sh/W-sh). These mice have a naturally occurring mutation in the white spotting locus that causes reduced c-Kit receptor expression and an inability of mast cells to differentiate from their hematopoietic progenitors. Compared with their littermates, the mast cell-deficient mice have profound deficits in spatial learning, memory, and neurogenesis. A total of 18 distinct metabolites were identified in the hippocampus that discriminated between the C57BL/6 Kit(W-sh/W-sh) and control mice. The combined analysis of metabolite and gene expression changes revealed a number of altered pathways. Importantly, results from both platforms indicated that multiple pathways are impacted, including amino acid metabolism, increasing the confidence in each approach. Because the CE-MS and expression profiling are both amenable to small-volume analysis, this integrated analysis is applicable to a range of volume-limited biological systems.

摘要

整合不同类型的数据可以更全面地了解复杂的生物系统。在这里,我们将结合小体积代谢组学和转录组学平台来确定微妙的化学变化,并将代谢物和基因与生化途径联系起来。毛细管电泳-质谱(CE-MS)和全基因组基因表达阵列,借助综合途径分析,用于调查代谢组/转录组海马神经化学。我们测量了来自肥大细胞突变小鼠品系 C57BL/6 Kit(W-sh/W-sh)的单个海马的变化。这些老鼠在白色斑点基因座中发生了自然发生的突变,导致 c-Kit 受体表达减少,肥大细胞无法从造血祖细胞中分化出来。与它们的同窝仔相比,肥大细胞缺陷小鼠在空间学习、记忆和神经发生方面存在严重缺陷。在海马体中鉴定出 18 种不同的代谢物,可区分 C57BL/6 Kit(W-sh/W-sh)和对照小鼠。代谢物和基因表达变化的综合分析揭示了许多改变的途径。重要的是,两种平台的结果都表明多个途径受到影响,包括氨基酸代谢,这增加了每种方法的可信度。由于 CE-MS 和表达谱分析都适用于小体积分析,因此这种综合分析适用于各种体积有限的生物系统。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e1/3605826/2b67b1bd3486/ac-2012-032959_0001.jpg

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