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 x 10(-7)) for polymorphisms that modestly alter therapeutic warfarin dose. The anticoagulant drug warfarin is widely prescribed for...

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Main Authors: Fumihiko Takeuchi, Ralph McGinnis, Stephane Bourgeois, Chris Barnes, Niclas Eriksson, Nicole Soranzo, Pamela Whittaker, Venkatesh Ranganath, Vasudev Kumanduri, William McLaren, Lennart Holm, Jonatan Lindh, Anders Rane, Mia Wadelius, Panos Deloukas
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-03-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC2652833?pdf=render
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spelling doaj-df3a790e40f54e6e8cbc621c4c11b5f62020-11-24T21:49:54ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042009-03-0153e100043310.1371/journal.pgen.1000433A genome-wide association study confirms VKORC1, CYP2C9, and CYP4F2 as principal genetic determinants of warfarin dose.Fumihiko TakeuchiRalph McGinnisStephane BourgeoisChris BarnesNiclas ErikssonNicole SoranzoPamela WhittakerVenkatesh RanganathVasudev KumanduriWilliam McLarenLennart HolmJonatan LindhAnders RaneMia WadeliusPanos DeloukasWe 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 x 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 approximately 30% of the dose variance is explained by single nucleotide polymorphisms (SNPs) in the warfarin drug target VKORC1 and another approximately 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 x 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.http://europepmc.org/articles/PMC2652833?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Fumihiko Takeuchi
Ralph McGinnis
Stephane Bourgeois
Chris Barnes
Niclas Eriksson
Nicole Soranzo
Pamela Whittaker
Venkatesh Ranganath
Vasudev Kumanduri
William McLaren
Lennart Holm
Jonatan Lindh
Anders Rane
Mia Wadelius
Panos Deloukas
spellingShingle Fumihiko Takeuchi
Ralph McGinnis
Stephane Bourgeois
Chris Barnes
Niclas Eriksson
Nicole Soranzo
Pamela Whittaker
Venkatesh Ranganath
Vasudev Kumanduri
William McLaren
Lennart Holm
Jonatan Lindh
Anders Rane
Mia Wadelius
Panos Deloukas
A genome-wide association study confirms VKORC1, CYP2C9, and CYP4F2 as principal genetic determinants of warfarin dose.
PLoS Genetics
author_facet Fumihiko Takeuchi
Ralph McGinnis
Stephane Bourgeois
Chris Barnes
Niclas Eriksson
Nicole Soranzo
Pamela Whittaker
Venkatesh Ranganath
Vasudev Kumanduri
William McLaren
Lennart Holm
Jonatan Lindh
Anders Rane
Mia Wadelius
Panos Deloukas
author_sort Fumihiko Takeuchi
title 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_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_sort genome-wide association study confirms vkorc1, cyp2c9, and cyp4f2 as principal genetic determinants of warfarin dose.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2009-03-01
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 x 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 approximately 30% of the dose variance is explained by single nucleotide polymorphisms (SNPs) in the warfarin drug target VKORC1 and another approximately 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 x 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.
url http://europepmc.org/articles/PMC2652833?pdf=render
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