Medizinisches Proteom-Center, Ruhr-Universitaet Bochum, Bochum, Germany.
OMICS. 2012 Sep;16(9):457-67. doi: 10.1089/omi.2011.0140. Epub 2012 Aug 21.
Accurate quantification of proteins is one of the major tasks in current proteomics research. To address this issue, a wide range of stable isotope labeling techniques have been developed, allowing one to quantitatively study thousands of proteins by means of mass spectrometry. In this article, the FindPairs module of the PeakQuant software suite is detailed. It facilitates the automatic determination of protein abundance ratios based on the automated analysis of stable isotope-coded mass spectrometric data. Furthermore, it implements statistical methods to determine outliers due to biological as well as technical variance of proteome data obtained in replicate experiments. This provides an important means to evaluate the significance in obtained protein expression data. For demonstrating the high applicability of FindPairs, we focused on the quantitative analysis of proteome data acquired in (14)N/(15)N labeling experiments. We further provide a comprehensive overview of the features of the FindPairs software, and compare these with existing quantification packages. The software presented here supports a wide range of proteomics applications, allowing one to quantitatively assess data derived from different stable isotope labeling approaches, such as (14)N/(15)N labeling, SILAC, and iTRAQ. The software is publicly available at http://www.medizinisches-proteom-center.de/software and free for academic use.
准确量化蛋白质是当前蛋白质组学研究的主要任务之一。为了解决这个问题,已经开发了广泛的稳定同位素标记技术,允许通过质谱法定量研究数千种蛋白质。本文详细介绍了 PeakQuant 软件套件中的 FindPairs 模块。它通过自动分析稳定同位素编码质谱数据,自动确定蛋白质丰度比。此外,它还实现了统计方法,以确定由于在重复实验中获得的蛋白质组数据的生物学和技术变异性而产生的异常值。这为评估获得的蛋白质表达数据的显著性提供了重要手段。为了展示 FindPairs 的高适用性,我们专注于 (14)N/(15)N 标记实验中获得的蛋白质组数据的定量分析。我们进一步全面概述了 FindPairs 软件的功能,并将其与现有定量软件包进行了比较。本文介绍的软件支持广泛的蛋白质组学应用,允许定量评估来自不同稳定同位素标记方法(如 (14)N/(15)N 标记、SILAC 和 iTRAQ)的数据。该软件可在 http://www.medizinisches-proteom-center.de/software 上获得,并且可供学术使用免费使用。