The MetabolomeExpress Project: enabling web-based processing, analysis and transparent dissemination of GC/MS metabolomics datasets

被引:75
作者
Carroll, Adam J. [1 ,2 ,3 ]
Badger, Murray R. [2 ,3 ]
Millar, A. Harvey [1 ]
机构
[1] Univ Western Australia, Australian Res Council, Ctr Excellence Plant Energy Biol, Perth, WA 6009, Australia
[2] Australian Natl Univ, Australian Res Council, Ctr Excellence Plant Energy Biol, Acton, ACT, Australia
[3] Australian Natl Univ, Res Sch Biol, Acton, ACT, Australia
来源
BMC BIOINFORMATICS | 2010年 / 11卷
基金
澳大利亚研究理事会;
关键词
MASS-SPECTROMETRY DATA; GAS-CHROMATOGRAPHY; TOOL; IDENTIFICATION; GERMINATION; ALIGNMENT;
D O I
10.1186/1471-2105-11-376
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Standardization of analytical approaches and reporting methods via community-wide collaboration can work synergistically with web-tool development to result in rapid community-driven expansion of online data repositories suitable for data mining and meta-analysis. In metabolomics, the inter-laboratory reproducibility of gas-chromatography/mass-spectrometry (GC/MS) makes it an obvious target for such development. While a number of web-tools offer access to datasets and/or tools for raw data processing and statistical analysis, none of these systems are currently set up to act as a public repository by easily accepting, processing and presenting publicly submitted GC/MS metabolomics datasets for public re-analysis. Description: Here, we present MetabolomeExpress, a new File Transfer Protocol (FTP) server and web-tool for the online storage, processing, visualisation and statistical re-analysis of publicly submitted GC/MS metabolomics datasets. Users may search a quality-controlled database of metabolite response statistics from publicly submitted datasets by a number of parameters (eg. metabolite, species, organ/biofluid etc.). Users may also perform meta-analysis comparisons of multiple independent experiments or re-analyse public primary datasets via user-friendly tools for t-test, principal components analysis, hierarchical cluster analysis and correlation analysis. They may interact with chromatograms, mass spectra and peak detection results via an integrated raw data viewer. Researchers who register for a free account may upload (via FTP) their own data to the server for online processing via a novel raw data processing pipeline. Conclusions: MetabolomeExpress https://www.metabolome-express.org provides a new opportunity for the general metabolomics community to transparently present online the raw and processed GC/MS data underlying their metabolomics publications. Transparent sharing of these data will allow researchers to assess data quality and draw their own insights from published metabolomics datasets.
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页数:13
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