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Use of enrichment and depletion approaches to increase serum proteome coverage in quantitative proteomics experiments

机译:使用富集和耗尽方法以增加定量蛋白质组学实验中的血清蛋白质组织覆盖率

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The sera were independently processed using two different technologies, MARS-14 based depletion and ProteoMiner based enrichment. From SDS-PAGE analysis, we observed that both techniques are highly reproducible and each method showed its own unique protein profile. Tryptic peptides were desalted before iTRAQ labeling and iTRAQ labeled peptides were fractionated on a SCX column in a separate experiment. We observed more number of proteins can be identified by high pH RPLC fractionation. Desalted peptides were analyzed on a QTOF mass spectrometer coupled to Chip cube nanospray source. LC-MS/MS analysis led to identification of 257 proteins from the depletion method and 314 proteins from the enrichment method from SCX-based fractionated samples. In case of high pH RPLC fractionated peptides, 416 and 351 proteins were identified by MARS-14 and ProteoMiner, respectively. About 40percent of the proteins were common to the two approaches, most of which showed similar fold-changes. In total, we quantitated 546 serum proteins including many interesting novel proteins. For example, Proprotein convertase subtilisin/kexin type 9 belonging to the proteinase K subfamily of the secretory subtilase family was identified. The encoded protein is synthesized as a soluble zymogen that undergoes autocatalytic intramolecular processing in the endoplasmic reticulum. This protein plays a role in cholesterol homeostasis and may have a role in the differentiation of cortical neurons. To our knowledge this is the first quantitative proteomics study investigating differentially expressed proteins following bariatric surgery. Further investigation of the differentially expressed molecules post-bariatric surgery can lead to the identification of prognostic markers. Our data suggests that use of depletion and enrichment strategies increases the coverage of serum proteome which will specifically prove to be of use for serum biomarker discovery.
机译:使用两种不同的技术,基于MARS-14的耗尽和蛋白质致富集的富集独立处理血清。从SDS-PAGE分析中,我们观察到两种技术都是高度可重复的,并且每种方法都显示了其独特的蛋白质概况。在单独的实验中,在ITRAQ标记和Itraq标记肽在SCX柱上分馏出胰蛋白酶肽,在单独的实验中脱节。我们观察到更多数量的蛋白质可以通过高pH rPLC分馏来鉴定。在偶联于芯片立方体纳米粥源源的QTOF质谱仪上分析脱盐肽。 LC-MS / MS分析导致鉴定来自耗尽法的257个蛋白质和314个蛋白质从基于SCX的分级样品中的富集方法。在高pH的情况下,分离肽,分别通过MARS-14和蛋白质蛋白酶鉴定416和351个蛋白质。蛋白质的40次常见于两种方法是常见的,其中大部分显示出类似的折叠变化。总共有546种血清蛋白,包括许多有趣的新蛋白质。例如,鉴定了属于分泌源脱溶酶系列的蛋白酶K亚家族的ProProtein转化酶枯草杆菌蛋白酶/ kexin型9。编码蛋白合成为可溶性酶原,在内质网中经历自催化分子内加工。该蛋白质在胆固醇稳态中起着作用,并且在皮质神经元的分化中可能具有作用。据我们所知,这是第一次定量蛋白质组学研究调查差异化疗法术后差异表达蛋白质。进一步调查差异性低分子后医生手术的分子可导致预后标志物的鉴定。我们的数据表明,使用耗尽和富集策略增加了血清蛋白质组的覆盖率,这将特别证明用于血清生物标志物发现。

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