Cargando…

Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals

Phenotypes are the result of the complex interplay between environmental and genetic factors. To better understand the interactions between chemical compounds and human phenotypes, and further exposome research we have developed “phexpo,” a tool to perform and explore bidirectional chemical and phen...

Descripción completa

Detalles Bibliográficos
Autores principales: Hawthorne, Christopher, Simpson, David A, Devereux, Barry, López-Campos, Guillermo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382647/
https://www.ncbi.nlm.nih.gov/pubmed/32734156
http://dx.doi.org/10.1093/jamiaopen/ooaa023
_version_ 1783563286587899904
author Hawthorne, Christopher
Simpson, David A
Devereux, Barry
López-Campos, Guillermo
author_facet Hawthorne, Christopher
Simpson, David A
Devereux, Barry
López-Campos, Guillermo
author_sort Hawthorne, Christopher
collection PubMed
description Phenotypes are the result of the complex interplay between environmental and genetic factors. To better understand the interactions between chemical compounds and human phenotypes, and further exposome research we have developed “phexpo,” a tool to perform and explore bidirectional chemical and phenotype interactions using enrichment analyses. Phexpo utilizes gene annotations from 2 curated public repositories, the Comparative Toxicogenomics Database and the Human Phenotype Ontology. We have applied phexpo in 3 case studies linking: (1) individual chemicals (a drug, warfarin, and an industrial chemical, chloroform) with phenotypes, (2) individual phenotypes (left ventricular dysfunction) with chemicals, and (3) multiple phenotypes (covering polycystic ovary syndrome) with chemicals. The results of these analyses demonstrated successful identification of relevant chemicals or phenotypes supported by bibliographic references. The phexpo R package (https://github.com/GHLCLab/phexpo) provides a new bidirectional analyses approach covering relationships from chemicals to phenotypes and from phenotypes to chemicals.
format Online
Article
Text
id pubmed-7382647
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-73826472020-07-29 Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals Hawthorne, Christopher Simpson, David A Devereux, Barry López-Campos, Guillermo JAMIA Open Application Notes Phenotypes are the result of the complex interplay between environmental and genetic factors. To better understand the interactions between chemical compounds and human phenotypes, and further exposome research we have developed “phexpo,” a tool to perform and explore bidirectional chemical and phenotype interactions using enrichment analyses. Phexpo utilizes gene annotations from 2 curated public repositories, the Comparative Toxicogenomics Database and the Human Phenotype Ontology. We have applied phexpo in 3 case studies linking: (1) individual chemicals (a drug, warfarin, and an industrial chemical, chloroform) with phenotypes, (2) individual phenotypes (left ventricular dysfunction) with chemicals, and (3) multiple phenotypes (covering polycystic ovary syndrome) with chemicals. The results of these analyses demonstrated successful identification of relevant chemicals or phenotypes supported by bibliographic references. The phexpo R package (https://github.com/GHLCLab/phexpo) provides a new bidirectional analyses approach covering relationships from chemicals to phenotypes and from phenotypes to chemicals. Oxford University Press 2020-07-06 /pmc/articles/PMC7382647/ /pubmed/32734156 http://dx.doi.org/10.1093/jamiaopen/ooaa023 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the American Medical Informatics Association. 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 Application Notes
Hawthorne, Christopher
Simpson, David A
Devereux, Barry
López-Campos, Guillermo
Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
title Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
title_full Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
title_fullStr Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
title_full_unstemmed Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
title_short Phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
title_sort phexpo: a package for bidirectional enrichment analysis of phenotypes and chemicals
topic Application Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382647/
https://www.ncbi.nlm.nih.gov/pubmed/32734156
http://dx.doi.org/10.1093/jamiaopen/ooaa023
work_keys_str_mv AT hawthornechristopher phexpoapackageforbidirectionalenrichmentanalysisofphenotypesandchemicals
AT simpsondavida phexpoapackageforbidirectionalenrichmentanalysisofphenotypesandchemicals
AT devereuxbarry phexpoapackageforbidirectionalenrichmentanalysisofphenotypesandchemicals
AT lopezcamposguillermo phexpoapackageforbidirectionalenrichmentanalysisofphenotypesandchemicals