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代谢物检测器:用于基于气相色谱/质谱的靶向和非靶向代谢组分析的综合分析工具。

MetaboliteDetector: comprehensive analysis tool for targeted and nontargeted GC/MS based metabolome analysis.

作者信息

Hiller Karsten, Hangebrauk Jasper, Jäger Christian, Spura Jana, Schreiber Kerstin, Schomburg Dietmar

机构信息

Department of Bioinformatics and Biochemistry, Technische Universität Braunschweig, Langer Kamp 19b, D-38106 Braunschweig, Germany.

出版信息

Anal Chem. 2009 May 1;81(9):3429-39. doi: 10.1021/ac802689c.

Abstract

We have developed a new software, MetaboliteDetector, for the efficient and automatic analysis of GC/MS-based metabolomics data. Starting with raw MS data, the program detects and subsequently identifies potential metabolites. Moreover, a comparative analysis of a large number of chromatograms can be performed in either a targeted or nontargeted approach. MetaboliteDetector automatically determines appropriate quantification ions and performs an integration of single ion peaks. The analysis results can directly be visualized with a principal component analysis. Since the manual input is limited to absolutely necessary parameters, the program is also usable for the analysis of high-throughput data. However, the intuitive graphical user interface of MetaboliteDetector additionally allows for a detailed examination of a single GC/MS chromatogram including single ion chromatograms, recorded mass spectra, and identified metabolite spectra in combination with the corresponding reference spectra obtained from a reference library. MetaboliteDetector offers the ability to operate with highly resolved profile mass data. Finally, all analysis results can be exported to tab delimited tables. The features of MetaboliteDetector are demonstrated by the analysis of two experimental metabolomics data sets. MetaboliteDetector is freely available under the GNU public license (GPL) at http://metabolitedetector.tu-bs.de.

摘要

我们开发了一款名为MetaboliteDetector的新软件,用于高效、自动地分析基于气相色谱/质谱联用(GC/MS)的代谢组学数据。该程序从原始质谱数据入手,检测并随后识别潜在的代谢物。此外,可采用靶向或非靶向方法对大量色谱图进行比较分析。MetaboliteDetector会自动确定合适的定量离子,并对单离子峰进行积分。分析结果可直接通过主成分分析进行可视化。由于手动输入仅限于绝对必要的参数,该程序也可用于高通量数据的分析。然而,MetaboliteDetector直观的图形用户界面还允许对单个GC/MS色谱图进行详细检查,包括单离子色谱图、记录的质谱以及识别出的代谢物谱,并与从参考库中获得的相应参考谱相结合。MetaboliteDetector具备处理高分辨率轮廓质谱数据的能力。最后,所有分析结果都可以导出到以制表符分隔的表格中。通过对两个实验代谢组学数据集的分析展示了MetaboliteDetector的功能。MetaboliteDetector可根据GNU通用公共许可证(GPL)在http://metabolitedetector.tu-bs.de免费获取。

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