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Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data

机译:Decon2LS:一个开源软件包用于自动处理和可视化高分辨率质谱数据

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摘要

BackgroundData generated from liquid chromatography coupled to high-resolution mass spectrometry (LC-MS)-based studies of a biological sample can contain large amounts of biologically significant information in the form of proteins, peptides, and metabolites. Interpreting this data involves inferring the masses and abundances of biomolecules injected into the instrument. Because of the inherent complexity of mass spectral patterns produced by these biomolecules, the analysis is significantly enhanced by using visualization capabilities to inspect and confirm results. In this paper we describe Decon2LS, an open-source software package for automated processing and visualization of high-resolution MS data. Drawing extensively on algorithms developed over the last ten years for ICR2LS, Decon2LS packages the algorithms as a rich set of modular, reusable processing classes for performing diverse functions such as reading raw data, routine peak finding, theoretical isotope distribution modelling, and deisotoping. Because the source code is openly available, these functionalities can now be used to build derivative applications in relatively fast manner. In addition, Decon2LS provides an extensive set of visualization tools, such as high performance chart controls.
机译:背景技术液相色谱与生物样品的基于高分辨率质谱(LC-MS)的研究相结合产生的数据可能包含大量以蛋白质,肽和代谢物形式存在的具有生物学意义的信息。解释该数据涉及推断注入仪器中的生物分子的质量和丰度。由于这些生物分子产生的质谱图固有的复杂性,因此可以通过使用可视化功能检查和确认结果来显着增强分析。在本文中,我们描述了Decon2LS,这是一个用于自动处理和可视化高分辨率MS数据的开源软件包。 Decon2LS广泛借鉴了过去十年为ICR2LS开发的算法,将这些算法打包为一组丰富的模块化,可重复使用的处理类,以执行各种功能,例如读取原始数据,常规峰发现,理论同位素分布建模和去同位素。因为源代码是公开可用的,所以现在可以使用这些功能以相对较快的方式构建派生应用程序。此外,Decon2LS还提供了广泛的可视化工具集,例如高性能图表控件。

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