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计算机分析蛋白质组学的精确性,辅以肽段的选择性分离。

In silico analysis of accurate proteomics, complemented by selective isolation of peptides.

机构信息

Department of Proteomics, Center for Genetic Engineering and Biotechnology, Cubanacán, Playa, Ciudad de la Habana, Cuba.

出版信息

J Proteomics. 2011 Sep 6;74(10):2071-82. doi: 10.1016/j.jprot.2011.05.034. Epub 2011 May 27.

DOI:10.1016/j.jprot.2011.05.034
PMID:21658481
Abstract

Protein identification by mass spectrometry is mainly based on MS/MS spectra and the accuracy of molecular mass determination. However, the high complexity and dynamic ranges for any species of proteomic samples, surpass the separation capacity and detection power of the most advanced multidimensional liquid chromatographs and mass spectrometers. Only a tiny portion of signals is selected for MS/MS experiments and a still considerable number of them do not provide reliable peptide identification. In this article, an in silico analysis for a novel methodology of peptides and proteins identification is described. The approach is based on mass accuracy, isoelectric point (pI), retention time (t(R)) and N-terminal amino acid determination as protein identification criteria regardless of high quality MS/MS spectra. When the methodology was combined with the selective isolation methods, the number of unique peptides and identified proteins increases. Finally, to demonstrate the feasibility of the methodology, an OFFGEL-LC-MS/MS experiment was also implemented. We compared the more reliable peptide identified with MS/MS information, and peptide identified with three experimental features (pI, t(R), molecular mass). Also, two theoretical assumptions from MS/MS identification (selective isolation of peptides and N-terminal amino acid) were analyzed. Our results show that using the information provided by these features and selective isolation methods we could found the 93% of the high confidence protein identified by MS/MS with false-positive rate lower than 5%.

摘要

基于质谱的蛋白质鉴定主要基于 MS/MS 谱和分子质量测定的准确性。然而,任何蛋白质组样品的物种的高复杂性和动态范围都超过了最先进的多维液相色谱和质谱仪的分离能力和检测能力。只有一小部分信号被选择用于 MS/MS 实验,其中相当一部分信号不能提供可靠的肽鉴定。本文描述了一种用于肽和蛋白质鉴定的新方法的计算分析。该方法基于质量精度、等电点 (pI)、保留时间 (t(R)) 和 N-末端氨基酸测定作为蛋白质鉴定标准,而不考虑高质量 MS/MS 谱。当该方法与选择性分离方法相结合时,独特肽和鉴定蛋白质的数量增加。最后,为了证明该方法的可行性,还进行了 OFFGEL-LC-MS/MS 实验。我们比较了具有 MS/MS 信息的更可靠的肽鉴定,以及具有三个实验特征 (pI、t(R)、分子质量) 的肽鉴定。还分析了 MS/MS 鉴定的两个理论假设(肽的选择性分离和 N-末端氨基酸)。我们的结果表明,使用这些特征和选择性分离方法提供的信息,我们可以找到 93%的通过 MS/MS 鉴定的高置信蛋白,假阳性率低于 5%。

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