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鸟枪法蛋白质组学中肽质量测量准确性的优化与应用

Optimization and use of peptide mass measurement accuracy in shotgun proteomics.

作者信息

Haas Wilhelm, Faherty Brendan K, Gerber Scott A, Elias Joshua E, Beausoleil Sean A, Bakalarski Corey E, Li Xue, Villén Judit, Gygi Steven P

机构信息

Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115, USA.

出版信息

Mol Cell Proteomics. 2006 Jul;5(7):1326-37. doi: 10.1074/mcp.M500339-MCP200. Epub 2006 Apr 23.

Abstract

Mass spectrometers that provide high mass accuracy such as FT-ICR instruments are increasingly used in proteomic studies. Although the importance of accurately determined molecular masses for the identification of biomolecules is generally accepted, its role in the analysis of shotgun proteomic data has not been thoroughly studied. To gain insight into this role, we used a hybrid linear quadrupole ion trap/FT-ICR (LTQ FT) mass spectrometer for LC-MS/MS analysis of a highly complex peptide mixture derived from a fraction of the yeast proteome. We applied three data-dependent MS/MS acquisition methods. The FT-ICR part of the hybrid mass spectrometer was either not exploited, used only for survey MS scans, or also used for acquiring selected ion monitoring scans to optimize mass accuracy. MS/MS data were assigned with the SEQUEST algorithm, and peptide identifications were validated by estimating the number of incorrect assignments using the composite target/decoy database search strategy. We developed a simple mass calibration strategy exploiting polydimethylcyclosiloxane background ions as calibrant ions. This strategy allowed us to substantially improve mass accuracy without reducing the number of MS/MS spectra acquired in an LC-MS/MS run. The benefits of high mass accuracy were greatest for assigning MS/MS spectra with low signal-to-noise ratios and for assigning phosphopeptides. Confident peptide identification rates from these data sets could be doubled by the use of mass accuracy information. It was also shown that improving mass accuracy at a cost to the MS/MS acquisition rate substantially lowered the sensitivity of LC-MS/MS analyses. The use of FT-ICR selected ion monitoring scans to maximize mass accuracy reduced the number of protein identifications by 40%.

摘要

诸如傅里叶变换离子回旋共振(FT-ICR)仪器这类能够提供高质量精度的质谱仪在蛋白质组学研究中的应用越来越广泛。尽管准确测定分子量对于生物分子鉴定的重要性已得到普遍认可,但其在鸟枪法蛋白质组学数据分析中的作用尚未得到充分研究。为深入了解这一作用,我们使用了一台混合线性四极杆离子阱/傅里叶变换离子回旋共振(LTQ FT)质谱仪,对源自酵母蛋白质组一部分的高度复杂肽混合物进行液相色谱-串联质谱(LC-MS/MS)分析。我们应用了三种数据依赖型MS/MS采集方法。该混合质谱仪的FT-ICR部分要么未被利用,仅用于全扫描质谱(survey MS)扫描,要么也用于获取选择离子监测扫描以优化质量精度。MS/MS数据使用SEQUEST算法进行归属,肽段鉴定通过使用复合目标/诱饵数据库搜索策略估计错误归属的数量来验证。我们开发了一种简单的质量校准策略,利用聚二甲基环硅氧烷背景离子作为校准离子。这种策略使我们能够在不减少LC-MS/MS运行中采集的MS/MS谱图数量的情况下大幅提高质量精度。高质量精度对于归属低信噪比的MS/MS谱图以及归属磷酸化肽段的益处最大。通过使用质量精度信息,这些数据集的可靠肽段鉴定率可以提高一倍。研究还表明,以牺牲MS/MS采集速率为代价提高质量精度会大幅降低LC-MS/MS分析的灵敏度。使用FT-ICR选择离子监测扫描以最大化质量精度会使蛋白质鉴定数量减少40%。

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