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A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose
We report the first genome-wide association study (GWAS) whose sample size (1,053 Swedish subjects) is sufficiently powered to detect genome-wide significance (p<1.5×10(−7)) for polymorphisms that modestly alter therapeutic warfarin dose. The anticoagulant drug warfarin is widely prescribed for r...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2652833/ https://www.ncbi.nlm.nih.gov/pubmed/19300499 http://dx.doi.org/10.1371/journal.pgen.1000433 |
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author | Takeuchi, Fumihiko McGinnis, Ralph Bourgeois, Stephane Barnes, Chris Eriksson, Niclas Soranzo, Nicole Whittaker, Pamela Ranganath, Venkatesh Kumanduri, Vasudev McLaren, William Holm, Lennart Lindh, Jonatan Rane, Anders Wadelius, Mia Deloukas, Panos |
author_facet | Takeuchi, Fumihiko McGinnis, Ralph Bourgeois, Stephane Barnes, Chris Eriksson, Niclas Soranzo, Nicole Whittaker, Pamela Ranganath, Venkatesh Kumanduri, Vasudev McLaren, William Holm, Lennart Lindh, Jonatan Rane, Anders Wadelius, Mia Deloukas, Panos |
author_sort | Takeuchi, Fumihiko |
collection | PubMed |
description | We report the first genome-wide association study (GWAS) whose sample size (1,053 Swedish subjects) is sufficiently powered to detect genome-wide significance (p<1.5×10(−7)) for polymorphisms that modestly alter therapeutic warfarin dose. The anticoagulant drug warfarin is widely prescribed for reducing the risk of stroke, thrombosis, pulmonary embolism, and coronary malfunction. However, Caucasians vary widely (20-fold) in the dose needed for therapeutic anticoagulation, and hence prescribed doses may be too low (risking serious illness) or too high (risking severe bleeding). Prior work established that ∼30% of the dose variance is explained by single nucleotide polymorphisms (SNPs) in the warfarin drug target VKORC1 and another ∼12% by two non-synonymous SNPs (*2, *3) in the cytochrome P450 warfarin-metabolizing gene CYP2C9. We initially tested each of 325,997 GWAS SNPs for association with warfarin dose by univariate regression and found the strongest statistical signals (p<10(−78)) at SNPs clustering near VKORC1 and the second lowest p-values (p<10(−31)) emanating from CYP2C9. No other SNPs approached genome-wide significance. To enhance detection of weaker effects, we conducted multiple regression adjusting for known influences on warfarin dose (VKORC1, CYP2C9, age, gender) and identified a single SNP (rs2108622) with genome-wide significance (p = 8.3×10(−10)) that alters protein coding of the CYP4F2 gene. We confirmed this result in 588 additional Swedish patients (p<0.0029) and, during our investigation, a second group provided independent confirmation from a scan of warfarin-metabolizing genes. We also thoroughly investigated copy number variations, haplotypes, and imputed SNPs, but found no additional highly significant warfarin associations. We present power analysis of our GWAS that is generalizable to other studies, and conclude we had 80% power to detect genome-wide significance for common causative variants or markers explaining at least 1.5% of dose variance. These GWAS results provide further impetus for conducting large-scale trials assessing patient benefit from genotype-based forecasting of warfarin dose. |
format | Text |
id | pubmed-2652833 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-26528332009-03-20 A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose Takeuchi, Fumihiko McGinnis, Ralph Bourgeois, Stephane Barnes, Chris Eriksson, Niclas Soranzo, Nicole Whittaker, Pamela Ranganath, Venkatesh Kumanduri, Vasudev McLaren, William Holm, Lennart Lindh, Jonatan Rane, Anders Wadelius, Mia Deloukas, Panos PLoS Genet Research Article We report the first genome-wide association study (GWAS) whose sample size (1,053 Swedish subjects) is sufficiently powered to detect genome-wide significance (p<1.5×10(−7)) for polymorphisms that modestly alter therapeutic warfarin dose. The anticoagulant drug warfarin is widely prescribed for reducing the risk of stroke, thrombosis, pulmonary embolism, and coronary malfunction. However, Caucasians vary widely (20-fold) in the dose needed for therapeutic anticoagulation, and hence prescribed doses may be too low (risking serious illness) or too high (risking severe bleeding). Prior work established that ∼30% of the dose variance is explained by single nucleotide polymorphisms (SNPs) in the warfarin drug target VKORC1 and another ∼12% by two non-synonymous SNPs (*2, *3) in the cytochrome P450 warfarin-metabolizing gene CYP2C9. We initially tested each of 325,997 GWAS SNPs for association with warfarin dose by univariate regression and found the strongest statistical signals (p<10(−78)) at SNPs clustering near VKORC1 and the second lowest p-values (p<10(−31)) emanating from CYP2C9. No other SNPs approached genome-wide significance. To enhance detection of weaker effects, we conducted multiple regression adjusting for known influences on warfarin dose (VKORC1, CYP2C9, age, gender) and identified a single SNP (rs2108622) with genome-wide significance (p = 8.3×10(−10)) that alters protein coding of the CYP4F2 gene. We confirmed this result in 588 additional Swedish patients (p<0.0029) and, during our investigation, a second group provided independent confirmation from a scan of warfarin-metabolizing genes. We also thoroughly investigated copy number variations, haplotypes, and imputed SNPs, but found no additional highly significant warfarin associations. We present power analysis of our GWAS that is generalizable to other studies, and conclude we had 80% power to detect genome-wide significance for common causative variants or markers explaining at least 1.5% of dose variance. These GWAS results provide further impetus for conducting large-scale trials assessing patient benefit from genotype-based forecasting of warfarin dose. Public Library of Science 2009-03-20 /pmc/articles/PMC2652833/ /pubmed/19300499 http://dx.doi.org/10.1371/journal.pgen.1000433 Text en Takeuchi 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 Takeuchi, Fumihiko McGinnis, Ralph Bourgeois, Stephane Barnes, Chris Eriksson, Niclas Soranzo, Nicole Whittaker, Pamela Ranganath, Venkatesh Kumanduri, Vasudev McLaren, William Holm, Lennart Lindh, Jonatan Rane, Anders Wadelius, Mia Deloukas, Panos A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose |
title | A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose |
title_full | A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose |
title_fullStr | A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose |
title_full_unstemmed | A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose |
title_short | A Genome-Wide Association Study Confirms VKORC1, CYP2C9, and CYP4F2 as Principal Genetic Determinants of Warfarin Dose |
title_sort | genome-wide association study confirms vkorc1, cyp2c9, and cyp4f2 as principal genetic determinants of warfarin dose |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2652833/ https://www.ncbi.nlm.nih.gov/pubmed/19300499 http://dx.doi.org/10.1371/journal.pgen.1000433 |
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