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A Statistics-based Platform for Quantitative N-terminome Analysis and Identification of Protease Cleavage Products

机译:基于统计的平台用于蛋白酶裂解产物的定量N端组分析和鉴定

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摘要

Terminal amine isotopic labeling of substrates (TAILS), our recently introduced platform for quantitative N-terminome analysis, enables wide dynamic range identification of original mature protein N-termini and protease cleavage products. Modifying TAILS by use of isobaric tag for relative and absolute quantification (iTRAQ)-like labels for quantification together with a robust statistical classifier derived from experimental protease cleavage data, we report reliable and statistically valid identification of proteolytic events in complex biological systems in MS2 mode. The statistical classifier is supported by a novel parameter evaluating ion intensity-dependent quantification confidences of single peptide quantifications, the quantification confidence factor (QCF). Furthermore, the isoform assignment score (IAS) is introduced, a new scoring system for the evaluation of single peptide-to-protein assignments based on high confidence protein identifications in the same sample prior to negative selection enrichment of N-terminal peptides. By these approaches, we identified and validated, in addition to known substrates, low abundance novel bioactive MMP-2 targets including the plasminogen receptor S100A10 (p11) and the proinflammatory cytokine proEMAP/p43 that were previously undescribed.
机译:底物的末端胺同位素同位素标记(TAILS)是我们最近推出的用于定量N末端定量分析的平台,可对原始成熟蛋白质N末端和蛋白酶裂解产物进行广泛的动态范围鉴定。通过使用等压定量标签对相对和绝对定量(iTRAQ)样的标签进行定量修饰,以及从实验性蛋白酶裂解数据得出的可靠统计分类器,对TAILS进行修饰,我们报告了在MS2模式下复杂生物系统中蛋白水解事件的可靠且统计有效的鉴定。统计分类器由评估单个肽定量的离子强度依赖性定量置信度的新参数,即定量置信因子(QCF)支持。此外,引入了同工型赋值评分(IAS),这是一种基于高可信度蛋白质鉴定在同一样品中进行负选择富集N端肽之前评估单个肽至蛋白质赋值的新评分系统。通过这些方法,除了已知的底物外,我们还鉴定并验证了低丰度新型生物活性MMP-2靶标,包括以前未描述的纤溶酶原受体S100A10(p11)和促炎细胞因子proEMAP / p43。

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