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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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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 |
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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 |
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