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Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways

Cigarette smoking is a common addiction that increases the risk for many diseases, including lung cancer and chronic obstructive pulmonary disease. Genome-wide association studies (GWAS) have successfully identified and validated several susceptibility loci for nicotine consumption and dependence. H...

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Autores principales: Harari, Oscar, Wang, Jen-Chyong, Bucholz, Kathleen, Edenberg, Howard J., Heath, Andrew, Martin, Nicholas G., Pergadia, Michele L., Montgomery, Grant, Schrage, Andrew, Bierut, Laura J., Madden, Pamela F., Goate, Alison M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3515482/
https://www.ncbi.nlm.nih.gov/pubmed/23227220
http://dx.doi.org/10.1371/journal.pone.0050913
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author Harari, Oscar
Wang, Jen-Chyong
Bucholz, Kathleen
Edenberg, Howard J.
Heath, Andrew
Martin, Nicholas G.
Pergadia, Michele L.
Montgomery, Grant
Schrage, Andrew
Bierut, Laura J.
Madden, Pamela F.
Goate, Alison M.
author_facet Harari, Oscar
Wang, Jen-Chyong
Bucholz, Kathleen
Edenberg, Howard J.
Heath, Andrew
Martin, Nicholas G.
Pergadia, Michele L.
Montgomery, Grant
Schrage, Andrew
Bierut, Laura J.
Madden, Pamela F.
Goate, Alison M.
author_sort Harari, Oscar
collection PubMed
description Cigarette smoking is a common addiction that increases the risk for many diseases, including lung cancer and chronic obstructive pulmonary disease. Genome-wide association studies (GWAS) have successfully identified and validated several susceptibility loci for nicotine consumption and dependence. However, the trait variance explained by these genes is only a small fraction of the estimated genetic risk. Pathway analysis complements single marker methods by including biological knowledge into the evaluation of GWAS, under the assumption that causal variants lie in functionally related genes, enabling the evaluation of a broad range of signals. Our approach to the identification of pathways enriched for multiple genes associated with smoking quantity includes the analysis of two studies and the replication of common findings in a third dataset. This study identified pathways for the cholinergic receptors, which included SNPs known to be genome-wide significant; as well as novel pathways, such as genes involved in the sensory perception of smell, that do not contain any single SNP that achieves that stringent threshold.
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spelling pubmed-35154822012-12-07 Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways Harari, Oscar Wang, Jen-Chyong Bucholz, Kathleen Edenberg, Howard J. Heath, Andrew Martin, Nicholas G. Pergadia, Michele L. Montgomery, Grant Schrage, Andrew Bierut, Laura J. Madden, Pamela F. Goate, Alison M. PLoS One Research Article Cigarette smoking is a common addiction that increases the risk for many diseases, including lung cancer and chronic obstructive pulmonary disease. Genome-wide association studies (GWAS) have successfully identified and validated several susceptibility loci for nicotine consumption and dependence. However, the trait variance explained by these genes is only a small fraction of the estimated genetic risk. Pathway analysis complements single marker methods by including biological knowledge into the evaluation of GWAS, under the assumption that causal variants lie in functionally related genes, enabling the evaluation of a broad range of signals. Our approach to the identification of pathways enriched for multiple genes associated with smoking quantity includes the analysis of two studies and the replication of common findings in a third dataset. This study identified pathways for the cholinergic receptors, which included SNPs known to be genome-wide significant; as well as novel pathways, such as genes involved in the sensory perception of smell, that do not contain any single SNP that achieves that stringent threshold. Public Library of Science 2012-12-05 /pmc/articles/PMC3515482/ /pubmed/23227220 http://dx.doi.org/10.1371/journal.pone.0050913 Text en © 2012 Harari et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Harari, Oscar
Wang, Jen-Chyong
Bucholz, Kathleen
Edenberg, Howard J.
Heath, Andrew
Martin, Nicholas G.
Pergadia, Michele L.
Montgomery, Grant
Schrage, Andrew
Bierut, Laura J.
Madden, Pamela F.
Goate, Alison M.
Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways
title Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways
title_full Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways
title_fullStr Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways
title_full_unstemmed Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways
title_short Pathway Analysis of Smoking Quantity in Multiple GWAS Identifies Cholinergic and Sensory Pathways
title_sort pathway analysis of smoking quantity in multiple gwas identifies cholinergic and sensory pathways
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3515482/
https://www.ncbi.nlm.nih.gov/pubmed/23227220
http://dx.doi.org/10.1371/journal.pone.0050913
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