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Variation and genetic control of protein abundance in humans

机译:人类蛋白质丰度的变异和遗传控制

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摘要

Gene expression differs among individuals and populations and is thought to be a major determinant of phenotypic variation. Although variation and genetic loci responsible for RN A expression levels have been analysed extensively in human populations, our knowledge is limited regarding the differences in human protein abundance and the genetic basis for this difference. Variation in messenger RNA expression is not a perfect surrogate for protein expression because the latter is influenced by an array of post-transcriptional regulatory mechanisms, and, empirically, the correlation between protein and mRNA levels is generally modest. Here we used isobaric tag-based quantitative mass spectrometry to determine relative protein levels of 5,953 genes in lymphoblastoid cell lines from 95 diverse individuals genotyped in the HapMap Project. We found that protein levels are heritable molecular phenotypes that exhibit considerable variation between individuals, populations and sexes. Levels of specific sets of proteins involved in the same biological process covary among individuals, indicating that these processes are tightly regulated at the protein level. We identified cis-pQTLs (protein quantitative trait loci), including variants not detected by previous transcriptome studies. This study demonstrates the feasibility of high-throughput human proteome quantification that, when integrated with DNA variation and transcriptome information, adds a new dimension to the characterization of gene expression regulation.
机译:基因表达在个体和人群之间是不同的,并且被认为是表型变异的主要决定因素。尽管在人群中已广泛分析了负责RN A表达水平的变异和遗传基因座,但我们对人类蛋白质丰度的差异以及造成这种差异的遗传基础的认识有限。信使RNA表达的变化不是蛋白质表达的理想替代品,因为后者受一系列转录后调控机制的影响,并且从经验上讲,蛋白质和mRNA水平之间的相关性通常较小。在这里,我们使用了基于等压标记的定量质谱技术,确定了来自HapMap项目中基因型分型的95个不同个体的淋巴母细胞样细胞系中5,953个基因的相对蛋白水平。我们发现蛋白质水平是可遗传的分子表型,在个体,人群和性别之间表现出相当大的差异。个体中同一生物学过程中涉及的特定蛋白质组的水平不同,这表明这些过程在蛋白质水平上受到严格调节。我们鉴定了顺式pQTLs(蛋白质定量性状基因座),包括以前的转录组研究未发现的变体。这项研究证明了高通量人类蛋白质组学定量的可行性,将其与DNA变异和转录组信息整合在一起,为基因表达调控的表征增加了新的维度。

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  • 来源
    《Nature》 |2013年第7456期|79-82|共4页
  • 作者单位

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

    Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
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  • 入库时间 2022-08-18 02:53:37

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