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Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example

BACKGROUND: The identification of gene by environment (GxE) interactions has emerged as a challenging but essential task to fully understand the complex mechanism underlying multifactorial diseases. Until now, GxE interactions have been investigated by candidate approaches examining a small number o...

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Autores principales: Rava, Marta, Ahmed, Ismaïl, Demenais, Florence, Sanchez, Margaux, Tubert-Bitter, Pascale, Nadif, Rachel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3708788/
https://www.ncbi.nlm.nih.gov/pubmed/23822639
http://dx.doi.org/10.1186/1476-069X-12-56
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author Rava, Marta
Ahmed, Ismaïl
Demenais, Florence
Sanchez, Margaux
Tubert-Bitter, Pascale
Nadif, Rachel
author_facet Rava, Marta
Ahmed, Ismaïl
Demenais, Florence
Sanchez, Margaux
Tubert-Bitter, Pascale
Nadif, Rachel
author_sort Rava, Marta
collection PubMed
description BACKGROUND: The identification of gene by environment (GxE) interactions has emerged as a challenging but essential task to fully understand the complex mechanism underlying multifactorial diseases. Until now, GxE interactions have been investigated by candidate approaches examining a small number of genes, or agnostically at the genome wide level. PRESENTATION OF THE HYPOTHESIS: In this paper, we propose a gene selection strategy for investigation of gene-environment interactions. This strategy integrates the information on biological processes shared by genes, the canonical pathways to which they belong and the biological knowledge related to the environment in the gene selection process. It relies on both bioinformatics resources and biological expertise. TESTING THE HYPOTHESIS: We illustrate our strategy by considering asthma, tobacco smoke as the environmental exposure, and genes sharing the same biological function of “response to oxidative stress”. Our filtering strategy leads to a list of 28 pathways involving 182 genes for further GxE investigation. IMPLICATIONS OF THE HYPOTHESIS: By integrating the environment into the gene selection process, we expect that our strategy will improve the ability to identify the joint effects and interactions of environmental and genetic factors in disease.
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spelling pubmed-37087882013-07-12 Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example Rava, Marta Ahmed, Ismaïl Demenais, Florence Sanchez, Margaux Tubert-Bitter, Pascale Nadif, Rachel Environ Health Hypothesis BACKGROUND: The identification of gene by environment (GxE) interactions has emerged as a challenging but essential task to fully understand the complex mechanism underlying multifactorial diseases. Until now, GxE interactions have been investigated by candidate approaches examining a small number of genes, or agnostically at the genome wide level. PRESENTATION OF THE HYPOTHESIS: In this paper, we propose a gene selection strategy for investigation of gene-environment interactions. This strategy integrates the information on biological processes shared by genes, the canonical pathways to which they belong and the biological knowledge related to the environment in the gene selection process. It relies on both bioinformatics resources and biological expertise. TESTING THE HYPOTHESIS: We illustrate our strategy by considering asthma, tobacco smoke as the environmental exposure, and genes sharing the same biological function of “response to oxidative stress”. Our filtering strategy leads to a list of 28 pathways involving 182 genes for further GxE investigation. IMPLICATIONS OF THE HYPOTHESIS: By integrating the environment into the gene selection process, we expect that our strategy will improve the ability to identify the joint effects and interactions of environmental and genetic factors in disease. BioMed Central 2013-07-03 /pmc/articles/PMC3708788/ /pubmed/23822639 http://dx.doi.org/10.1186/1476-069X-12-56 Text en Copyright © 2013 Rava et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Hypothesis
Rava, Marta
Ahmed, Ismaïl
Demenais, Florence
Sanchez, Margaux
Tubert-Bitter, Pascale
Nadif, Rachel
Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
title Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
title_full Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
title_fullStr Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
title_full_unstemmed Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
title_short Selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
title_sort selection of genes for gene-environment interaction studies: a candidate pathway-based strategy using asthma as an example
topic Hypothesis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3708788/
https://www.ncbi.nlm.nih.gov/pubmed/23822639
http://dx.doi.org/10.1186/1476-069X-12-56
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