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A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism

Individuals with fast nicotine metabolism typically smoke more and thus have a greater risk for smoking-induced diseases. Further, the efficacy of smoking cessation pharmacotherapy is dependent on the rate of nicotine metabolism. Our objective was to use nicotine metabolite ratio (NMR), an establish...

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Autores principales: Loukola, Anu, Buchwald, Jadwiga, Gupta, Richa, Palviainen, Teemu, Hällfors, Jenni, Tikkanen, Emmi, Korhonen, Tellervo, Ollikainen, Miina, Sarin, Antti-Pekka, Ripatti, Samuli, Lehtimäki, Terho, Raitakari, Olli, Salomaa, Veikko, Rose, Richard J., Tyndale, Rachel F., Kaprio, Jaakko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4583245/
https://www.ncbi.nlm.nih.gov/pubmed/26407342
http://dx.doi.org/10.1371/journal.pgen.1005498
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author Loukola, Anu
Buchwald, Jadwiga
Gupta, Richa
Palviainen, Teemu
Hällfors, Jenni
Tikkanen, Emmi
Korhonen, Tellervo
Ollikainen, Miina
Sarin, Antti-Pekka
Ripatti, Samuli
Lehtimäki, Terho
Raitakari, Olli
Salomaa, Veikko
Rose, Richard J.
Tyndale, Rachel F.
Kaprio, Jaakko
author_facet Loukola, Anu
Buchwald, Jadwiga
Gupta, Richa
Palviainen, Teemu
Hällfors, Jenni
Tikkanen, Emmi
Korhonen, Tellervo
Ollikainen, Miina
Sarin, Antti-Pekka
Ripatti, Samuli
Lehtimäki, Terho
Raitakari, Olli
Salomaa, Veikko
Rose, Richard J.
Tyndale, Rachel F.
Kaprio, Jaakko
author_sort Loukola, Anu
collection PubMed
description Individuals with fast nicotine metabolism typically smoke more and thus have a greater risk for smoking-induced diseases. Further, the efficacy of smoking cessation pharmacotherapy is dependent on the rate of nicotine metabolism. Our objective was to use nicotine metabolite ratio (NMR), an established biomarker of nicotine metabolism rate, in a genome-wide association study (GWAS) to identify novel genetic variants influencing nicotine metabolism. A heritability estimate of 0.81 (95% CI 0.70–0.88) was obtained for NMR using monozygotic and dizygotic twins of the FinnTwin cohort. We performed a GWAS in cotinine-verified current smokers of three Finnish cohorts (FinnTwin, Young Finns Study, FINRISK2007), followed by a meta-analysis of 1518 subjects, and annotated the genome-wide significant SNPs with methylation quantitative loci (meQTL) analyses. We detected association on 19q13 with 719 SNPs exceeding genome-wide significance within a 4.2 Mb region. The strongest evidence for association emerged for CYP2A6 (min p = 5.77E-86, in intron 4), the main metabolic enzyme for nicotine. Other interesting genes with genome-wide significant signals included CYP2B6, CYP2A7, EGLN2, and NUMBL. Conditional analyses revealed three independent signals on 19q13, all located within or in the immediate vicinity of CYP2A6. A genetic risk score constructed using the independent signals showed association with smoking quantity (p = 0.0019) in two independent Finnish samples. Our meQTL results showed that methylation values of 16 CpG sites within the region are affected by genotypes of the genome-wide significant SNPs, and according to causal inference test, for some of the SNPs the effect on NMR is mediated through methylation. To our knowledge, this is the first GWAS on NMR. Our results enclose three independent novel signals on 19q13.2. The detected CYP2A6 variants explain a strikingly large fraction of variance (up to 31%) in NMR in these study samples. Further, we provide evidence for plausible epigenetic mechanisms influencing NMR.
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spelling pubmed-45832452015-10-02 A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism Loukola, Anu Buchwald, Jadwiga Gupta, Richa Palviainen, Teemu Hällfors, Jenni Tikkanen, Emmi Korhonen, Tellervo Ollikainen, Miina Sarin, Antti-Pekka Ripatti, Samuli Lehtimäki, Terho Raitakari, Olli Salomaa, Veikko Rose, Richard J. Tyndale, Rachel F. Kaprio, Jaakko PLoS Genet Research Article Individuals with fast nicotine metabolism typically smoke more and thus have a greater risk for smoking-induced diseases. Further, the efficacy of smoking cessation pharmacotherapy is dependent on the rate of nicotine metabolism. Our objective was to use nicotine metabolite ratio (NMR), an established biomarker of nicotine metabolism rate, in a genome-wide association study (GWAS) to identify novel genetic variants influencing nicotine metabolism. A heritability estimate of 0.81 (95% CI 0.70–0.88) was obtained for NMR using monozygotic and dizygotic twins of the FinnTwin cohort. We performed a GWAS in cotinine-verified current smokers of three Finnish cohorts (FinnTwin, Young Finns Study, FINRISK2007), followed by a meta-analysis of 1518 subjects, and annotated the genome-wide significant SNPs with methylation quantitative loci (meQTL) analyses. We detected association on 19q13 with 719 SNPs exceeding genome-wide significance within a 4.2 Mb region. The strongest evidence for association emerged for CYP2A6 (min p = 5.77E-86, in intron 4), the main metabolic enzyme for nicotine. Other interesting genes with genome-wide significant signals included CYP2B6, CYP2A7, EGLN2, and NUMBL. Conditional analyses revealed three independent signals on 19q13, all located within or in the immediate vicinity of CYP2A6. A genetic risk score constructed using the independent signals showed association with smoking quantity (p = 0.0019) in two independent Finnish samples. Our meQTL results showed that methylation values of 16 CpG sites within the region are affected by genotypes of the genome-wide significant SNPs, and according to causal inference test, for some of the SNPs the effect on NMR is mediated through methylation. To our knowledge, this is the first GWAS on NMR. Our results enclose three independent novel signals on 19q13.2. The detected CYP2A6 variants explain a strikingly large fraction of variance (up to 31%) in NMR in these study samples. Further, we provide evidence for plausible epigenetic mechanisms influencing NMR. Public Library of Science 2015-09-25 /pmc/articles/PMC4583245/ /pubmed/26407342 http://dx.doi.org/10.1371/journal.pgen.1005498 Text en © 2015 Loukola 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
Loukola, Anu
Buchwald, Jadwiga
Gupta, Richa
Palviainen, Teemu
Hällfors, Jenni
Tikkanen, Emmi
Korhonen, Tellervo
Ollikainen, Miina
Sarin, Antti-Pekka
Ripatti, Samuli
Lehtimäki, Terho
Raitakari, Olli
Salomaa, Veikko
Rose, Richard J.
Tyndale, Rachel F.
Kaprio, Jaakko
A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism
title A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism
title_full A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism
title_fullStr A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism
title_full_unstemmed A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism
title_short A Genome-Wide Association Study of a Biomarker of Nicotine Metabolism
title_sort genome-wide association study of a biomarker of nicotine metabolism
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4583245/
https://www.ncbi.nlm.nih.gov/pubmed/26407342
http://dx.doi.org/10.1371/journal.pgen.1005498
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