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CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies

SUMMARY: Biomedical studies currently include a large volume of genomic and environmental factors for studying the etiology of human diseases. R/Bioconductor projects provide several tools for performing enrichment analysis at gene-pathway level, allowing researchers to develop novel hypotheses. How...

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Detalles Bibliográficos
Autores principales: Hernandez-Ferrer, Carles, Gonzalez, Juan R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6137994/
https://www.ncbi.nlm.nih.gov/pubmed/29688259
http://dx.doi.org/10.1093/bioinformatics/bty326
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author Hernandez-Ferrer, Carles
Gonzalez, Juan R
author_facet Hernandez-Ferrer, Carles
Gonzalez, Juan R
author_sort Hernandez-Ferrer, Carles
collection PubMed
description SUMMARY: Biomedical studies currently include a large volume of genomic and environmental factors for studying the etiology of human diseases. R/Bioconductor projects provide several tools for performing enrichment analysis at gene-pathway level, allowing researchers to develop novel hypotheses. However, there is a need to perform similar analyses at the chemicals-genes or chemicals-diseases levels to provide complementary knowledge of the causal path between chemicals and diseases. While the Comparative Toxicogenomics Database(TM) (CTD) provides information about these relationships, there is no software for integrating it into R/Bioconductor analysis pipelines. CTDquerier helps users to easily download CTD data and integrate it in the R/Bioconductor framework. The package also contains functions for visualizing CTD data and performing enrichment analyses. We illustrate how to use the package with a real data analysis of asthma-related genes. CTDquerier is a flexible and easy-to-use Bioconductor package that provides novel hypothesis about the relationships between chemicals and diseases. AVAILABILITY AND IMPLEMENTATION: CTDquerier R package is available through Bioconductor and its development version at https://github.com/isglobal-brge/CTDquerier. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-61379942018-09-24 CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies Hernandez-Ferrer, Carles Gonzalez, Juan R Bioinformatics Applications Notes SUMMARY: Biomedical studies currently include a large volume of genomic and environmental factors for studying the etiology of human diseases. R/Bioconductor projects provide several tools for performing enrichment analysis at gene-pathway level, allowing researchers to develop novel hypotheses. However, there is a need to perform similar analyses at the chemicals-genes or chemicals-diseases levels to provide complementary knowledge of the causal path between chemicals and diseases. While the Comparative Toxicogenomics Database(TM) (CTD) provides information about these relationships, there is no software for integrating it into R/Bioconductor analysis pipelines. CTDquerier helps users to easily download CTD data and integrate it in the R/Bioconductor framework. The package also contains functions for visualizing CTD data and performing enrichment analyses. We illustrate how to use the package with a real data analysis of asthma-related genes. CTDquerier is a flexible and easy-to-use Bioconductor package that provides novel hypothesis about the relationships between chemicals and diseases. AVAILABILITY AND IMPLEMENTATION: CTDquerier R package is available through Bioconductor and its development version at https://github.com/isglobal-brge/CTDquerier. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2018-09-15 2018-04-24 /pmc/articles/PMC6137994/ /pubmed/29688259 http://dx.doi.org/10.1093/bioinformatics/bty326 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Hernandez-Ferrer, Carles
Gonzalez, Juan R
CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies
title CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies
title_full CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies
title_fullStr CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies
title_full_unstemmed CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies
title_short CTDquerier: a bioconductor R package for Comparative Toxicogenomics Database(TM) data extraction, visualization and enrichment of environmental and toxicological studies
title_sort ctdquerier: a bioconductor r package for comparative toxicogenomics database(tm) data extraction, visualization and enrichment of environmental and toxicological studies
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6137994/
https://www.ncbi.nlm.nih.gov/pubmed/29688259
http://dx.doi.org/10.1093/bioinformatics/bty326
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