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DNA microarray integromics analysis platform
BACKGROUND: The study of interactions between molecules belonging to different biochemical families (such as lipids and nucleic acids) requires specialized data analysis methods. This article describes the DNA Microarray Integromics Analysis Platform, a unique web application that focuses on computa...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479227/ https://www.ncbi.nlm.nih.gov/pubmed/26110022 http://dx.doi.org/10.1186/s13040-015-0052-6 |
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author | Waller, Tomasz Gubała, Tomasz Sarapata, Krzysztof Piwowar, Monika Jurkowski, Wiktor |
author_facet | Waller, Tomasz Gubała, Tomasz Sarapata, Krzysztof Piwowar, Monika Jurkowski, Wiktor |
author_sort | Waller, Tomasz |
collection | PubMed |
description | BACKGROUND: The study of interactions between molecules belonging to different biochemical families (such as lipids and nucleic acids) requires specialized data analysis methods. This article describes the DNA Microarray Integromics Analysis Platform, a unique web application that focuses on computational integration and analysis of “multi-omics” data. Our tool supports a range of complex analyses, including – among others – low- and high-level analyses of DNA microarray data, integrated analysis of transcriptomics and lipidomics data and the ability to infer miRNA-mRNA interactions. RESULTS: We demonstrate the characteristics and benefits of the DNA Microarray Integromics Analysis Platform using two different test cases. The first test case involves the analysis of the nutrimouse dataset, which contains measurements of the expression of genes involved in nutritional problems and the concentrations of hepatic fatty acids. The second test case involves the analysis of miRNA-mRNA interactions in polysaccharide-stimulated human dermal fibroblasts infected with porcine endogenous retroviruses. CONCLUSIONS: The DNA Microarray Integromics Analysis Platform is a web-based graphical user interface for “multi-omics” data management and analysis. Its intuitive nature and wide range of available workflows make it an effective tool for molecular biology research. The platform is hosted at https://lifescience.plgrid.pl/. |
format | Online Article Text |
id | pubmed-4479227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44792272015-06-25 DNA microarray integromics analysis platform Waller, Tomasz Gubała, Tomasz Sarapata, Krzysztof Piwowar, Monika Jurkowski, Wiktor BioData Min Software Article BACKGROUND: The study of interactions between molecules belonging to different biochemical families (such as lipids and nucleic acids) requires specialized data analysis methods. This article describes the DNA Microarray Integromics Analysis Platform, a unique web application that focuses on computational integration and analysis of “multi-omics” data. Our tool supports a range of complex analyses, including – among others – low- and high-level analyses of DNA microarray data, integrated analysis of transcriptomics and lipidomics data and the ability to infer miRNA-mRNA interactions. RESULTS: We demonstrate the characteristics and benefits of the DNA Microarray Integromics Analysis Platform using two different test cases. The first test case involves the analysis of the nutrimouse dataset, which contains measurements of the expression of genes involved in nutritional problems and the concentrations of hepatic fatty acids. The second test case involves the analysis of miRNA-mRNA interactions in polysaccharide-stimulated human dermal fibroblasts infected with porcine endogenous retroviruses. CONCLUSIONS: The DNA Microarray Integromics Analysis Platform is a web-based graphical user interface for “multi-omics” data management and analysis. Its intuitive nature and wide range of available workflows make it an effective tool for molecular biology research. The platform is hosted at https://lifescience.plgrid.pl/. BioMed Central 2015-06-25 /pmc/articles/PMC4479227/ /pubmed/26110022 http://dx.doi.org/10.1186/s13040-015-0052-6 Text en © Waller et al. 2015 This article is published under license to BioMed Central Ltd. 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 use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Article Waller, Tomasz Gubała, Tomasz Sarapata, Krzysztof Piwowar, Monika Jurkowski, Wiktor DNA microarray integromics analysis platform |
title | DNA microarray integromics analysis platform |
title_full | DNA microarray integromics analysis platform |
title_fullStr | DNA microarray integromics analysis platform |
title_full_unstemmed | DNA microarray integromics analysis platform |
title_short | DNA microarray integromics analysis platform |
title_sort | dna microarray integromics analysis platform |
topic | Software Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479227/ https://www.ncbi.nlm.nih.gov/pubmed/26110022 http://dx.doi.org/10.1186/s13040-015-0052-6 |
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