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采用数据非依赖采集的全细胞无标记蛋白质定量:MS2水平的定量分析

Whole cell, label free protein quantitation with data independent acquisition: quantitation at the MS2 level.

作者信息

McQueen Peter, Spicer Vic, Schellenberg John, Krokhin Oleg, Sparling Richard, Levin David, Wilkins John A

机构信息

Manitoba Centre for Proteomics and Systems Biology, Winnipeg, Manitoba, Canada.

出版信息

Proteomics. 2015 Jan;15(1):16-24. doi: 10.1002/pmic.201400188. Epub 2014 Dec 10.

Abstract

Label free quantitation by measurement of peptide fragment signal intensity (MS2 quantitation) is a technique that has seen limited use due to the stochastic nature of data dependent acquisition (DDA). However, data independent acquisition has the potential to make large scale MS2 quantitation a more viable technique. In this study we used an implementation of data independent acquisition--SWATH--to perform label free protein quantitation in a model bacterium Clostridium stercorarium. Four tryptic digests analyzed by SWATH were probed by an ion library containing information on peptide mass and retention time obtained from DDA experiments. Application of this ion library to SWATH data quantified 1030 proteins with at least two peptides quantified (∼ 40% of predicted proteins in the C. stercorarium genome) in each replicate. Quantitative results obtained were very consistent between biological replicates (R(2) ∼ 0.960). Protein quantitation by summation of peptide fragment signal intensities was also highly consistent between biological replicates (R(2) ∼ 0.930), indicating that this approach may have increased viability compared to recent applications in label free protein quantitation. SWATH based quantitation was able to consistently detect differences in relative protein quantity and it provided coverage for a number of proteins that were missed in some samples by DDA analysis.

摘要

通过测量肽片段信号强度进行无标记定量(MS2定量)是一种由于数据依赖采集(DDA)的随机性而应用有限的技术。然而,数据非依赖采集有潜力使大规模MS2定量成为一种更可行的技术。在本研究中,我们使用了一种数据非依赖采集的方法——SWATH——在模式细菌嗜尸梭菌中进行无标记蛋白质定量。通过SWATH分析的四个胰蛋白酶消化产物由一个离子库进行探测,该离子库包含从DDA实验中获得的肽质量和保留时间信息。将该离子库应用于SWATH数据,在每个重复中对1030种蛋白质进行了定量,每种蛋白质至少有两个肽段被定量(约占嗜尸梭菌基因组中预测蛋白质的40%)。生物学重复之间获得的定量结果非常一致(R²约为0.960)。通过肽片段信号强度总和进行的蛋白质定量在生物学重复之间也高度一致(R²约为0.930),这表明与最近无标记蛋白质定量的应用相比,这种方法可能具有更高的可行性。基于SWATH的定量能够一致地检测相对蛋白质数量的差异,并且它为一些在DDA分析中某些样品中遗漏的蛋白质提供了覆盖范围。

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