Hydra:用于对质谱或串联质谱分析中的氢/氘交换数据进行定制处理的软件。

Hydra: software for tailored processing of H/D exchange data from MS or tandem MS analyses.

作者信息

Slysz Gordon W, Baker Charles A H, Bozsa Benjamin M, Dang Anthony, Percy Andrew J, Bennett Melissa, Schriemer David C

机构信息

Department of Biochemistry and Molecular Biology, University of Calgary, Calgary, Alberta, T2N 4N1, Canada.

出版信息

BMC Bioinformatics. 2009 May 27;10:162. doi: 10.1186/1471-2105-10-162.

Abstract

BACKGROUND

Hydrogen/deuterium exchange mass spectrometry (H/DX-MS) experiments implemented to characterize protein interaction and protein folding generate large quantities of data. Organizing, processing and visualizing data requires an automated solution, particularly when accommodating new tandem mass spectrometry modes for H/DX measurement. We sought to develop software that offers flexibility in defining workflows so as to support exploratory treatments of H/DX-MS data, with a particular focus on the analysis of very large protein systems and the mining of tandem mass spectrometry data.

RESULTS

We present a software package ("Hydra") that supports both traditional and exploratory treatments of H/DX-MS data. Hydra's software architecture tolerates flexible data analysis procedures by allowing the addition of new algorithms without significant change to the underlying code base. Convenient user interfaces ease the organization of raw data files and input of peptide data. After executing a user-defined workflow, extracted deuterium incorporation values can be visualized in tabular and graphical formats. Hydra also automates the extraction and visualization of deuterium distribution values. Manual validation and assessment of results is aided by an interface that aligns extracted ion chromatograms and mass spectra, while providing a means of rapidly reprocessing the data following manual adjustment. A unique feature of Hydra is the automated processing of tandem mass spectrometry data, demonstrated on a large test data set in which 40,000 deuterium incorporation values were extracted from replicate analysis of approximately 1000 fragment ions in one hour using a typical PC.

CONCLUSION

The customizable workflows and user-friendly interfaces of Hydra removes a significant bottleneck in processing and visualizing H/DX-MS data and helps the researcher spend more time executing new experiments and interpreting results. This increased efficiency will encourage the analysis of larger protein systems. The ability to accommodate the tandem MS dimension supports alternative data collection and analysis strategies, as well as higher resolution localization of deuteration where permitted by the fragmentation mechanism.

摘要

背景

用于表征蛋白质相互作用和蛋白质折叠的氢/氘交换质谱(H/DX-MS)实验会产生大量数据。组织、处理和可视化数据需要一个自动化解决方案,尤其是在适应用于H/DX测量的新串联质谱模式时。我们试图开发一种软件,该软件在定义工作流程方面具有灵活性,以支持对H/DX-MS数据进行探索性处理,特别关注非常大的蛋白质系统的分析和串联质谱数据的挖掘。

结果

我们展示了一个软件包(“Hydra”),它支持对H/DX-MS数据进行传统和探索性处理。Hydra的软件架构通过允许添加新算法而无需对底层代码库进行重大更改,从而能够容忍灵活的数据分析程序。方便的用户界面便于组织原始数据文件和输入肽数据。执行用户定义的工作流程后,提取的氘掺入值可以以表格和图形格式进行可视化。Hydra还能自动提取并可视化氘分布值。通过一个界面可以辅助对结果进行手动验证和评估,该界面能对齐提取的离子色谱图和质谱图,同时提供一种在手动调整后快速重新处理数据的方法。Hydra的一个独特功能是对串联质谱数据的自动化处理,在一个大型测试数据集上得到了证明,在该数据集中,使用一台典型的个人电脑在一小时内从大约1000个碎片离子的重复分析中提取了40000个氘掺入值。

结论

Hydra可定制的工作流程和用户友好的界面消除了处理和可视化H/DX-MS数据的一个重大瓶颈,并帮助研究人员有更多时间执行新实验和解释结果。这种提高的效率将鼓励对更大的蛋白质系统进行分析。适应串联质谱维度的能力支持替代数据收集和分析策略,以及在碎片化机制允许的情况下实现更高分辨率的氘化定位。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9687/2696453/9ac67eb0bb9a/1471-2105-10-162-1.jpg

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