Cargando…

MetaboAnalyst 3.0—making metabolomics more meaningful

MetaboAnalyst (www.metaboanalyst.ca) is a web server designed to permit comprehensive metabolomic data analysis, visualization and interpretation. It supports a wide range of complex statistical calculations and high quality graphical rendering functions that require significant computational resour...

Descripción completa

Detalles Bibliográficos
Autores principales: Xia, Jianguo, Sinelnikov, Igor V., Han, Beomsoo, Wishart, David S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489235/
https://www.ncbi.nlm.nih.gov/pubmed/25897128
http://dx.doi.org/10.1093/nar/gkv380
_version_ 1782379316811661312
author Xia, Jianguo
Sinelnikov, Igor V.
Han, Beomsoo
Wishart, David S.
author_facet Xia, Jianguo
Sinelnikov, Igor V.
Han, Beomsoo
Wishart, David S.
author_sort Xia, Jianguo
collection PubMed
description MetaboAnalyst (www.metaboanalyst.ca) is a web server designed to permit comprehensive metabolomic data analysis, visualization and interpretation. It supports a wide range of complex statistical calculations and high quality graphical rendering functions that require significant computational resources. First introduced in 2009, MetaboAnalyst has experienced more than a 50X growth in user traffic (>50 000 jobs processed each month). In order to keep up with the rapidly increasing computational demands and a growing number of requests to support translational and systems biology applications, we performed a substantial rewrite and major feature upgrade of the server. The result is MetaboAnalyst 3.0. By completely re-implementing the MetaboAnalyst suite using the latest web framework technologies, we have been able substantially improve its performance, capacity and user interactivity. Three new modules have also been added including: (i) a module for biomarker analysis based on the calculation of receiver operating characteristic curves; (ii) a module for sample size estimation and power analysis for improved planning of metabolomics studies and (iii) a module to support integrative pathway analysis for both genes and metabolites. In addition, popular features found in existing modules have been significantly enhanced by upgrading the graphical output, expanding the compound libraries and by adding support for more diverse organisms.
format Online
Article
Text
id pubmed-4489235
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-44892352015-07-07 MetaboAnalyst 3.0—making metabolomics more meaningful Xia, Jianguo Sinelnikov, Igor V. Han, Beomsoo Wishart, David S. Nucleic Acids Res Web Server issue MetaboAnalyst (www.metaboanalyst.ca) is a web server designed to permit comprehensive metabolomic data analysis, visualization and interpretation. It supports a wide range of complex statistical calculations and high quality graphical rendering functions that require significant computational resources. First introduced in 2009, MetaboAnalyst has experienced more than a 50X growth in user traffic (>50 000 jobs processed each month). In order to keep up with the rapidly increasing computational demands and a growing number of requests to support translational and systems biology applications, we performed a substantial rewrite and major feature upgrade of the server. The result is MetaboAnalyst 3.0. By completely re-implementing the MetaboAnalyst suite using the latest web framework technologies, we have been able substantially improve its performance, capacity and user interactivity. Three new modules have also been added including: (i) a module for biomarker analysis based on the calculation of receiver operating characteristic curves; (ii) a module for sample size estimation and power analysis for improved planning of metabolomics studies and (iii) a module to support integrative pathway analysis for both genes and metabolites. In addition, popular features found in existing modules have been significantly enhanced by upgrading the graphical output, expanding the compound libraries and by adding support for more diverse organisms. Oxford University Press 2015-07-01 2015-04-20 /pmc/articles/PMC4489235/ /pubmed/25897128 http://dx.doi.org/10.1093/nar/gkv380 Text en © The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Web Server issue
Xia, Jianguo
Sinelnikov, Igor V.
Han, Beomsoo
Wishart, David S.
MetaboAnalyst 3.0—making metabolomics more meaningful
title MetaboAnalyst 3.0—making metabolomics more meaningful
title_full MetaboAnalyst 3.0—making metabolomics more meaningful
title_fullStr MetaboAnalyst 3.0—making metabolomics more meaningful
title_full_unstemmed MetaboAnalyst 3.0—making metabolomics more meaningful
title_short MetaboAnalyst 3.0—making metabolomics more meaningful
title_sort metaboanalyst 3.0—making metabolomics more meaningful
topic Web Server issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489235/
https://www.ncbi.nlm.nih.gov/pubmed/25897128
http://dx.doi.org/10.1093/nar/gkv380
work_keys_str_mv AT xiajianguo metaboanalyst30makingmetabolomicsmoremeaningful
AT sinelnikovigorv metaboanalyst30makingmetabolomicsmoremeaningful
AT hanbeomsoo metaboanalyst30makingmetabolomicsmoremeaningful
AT wishartdavids metaboanalyst30makingmetabolomicsmoremeaningful