Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
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
_version_ 1782165255753826304
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
work_keys_str_mv AT takeuchifumihiko agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT mcginnisralph agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT bourgeoisstephane agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT barneschris agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT erikssonniclas agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT soranzonicole agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT whittakerpamela agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT ranganathvenkatesh agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT kumandurivasudev agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT mclarenwilliam agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT holmlennart agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT lindhjonatan agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT raneanders agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT wadeliusmia agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT deloukaspanos agenomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT takeuchifumihiko genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT mcginnisralph genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT bourgeoisstephane genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT barneschris genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT erikssonniclas genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT soranzonicole genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT whittakerpamela genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT ranganathvenkatesh genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT kumandurivasudev genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT mclarenwilliam genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT holmlennart genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT lindhjonatan genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT raneanders genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT wadeliusmia genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose
AT deloukaspanos genomewideassociationstudyconfirmsvkorc1cyp2c9andcyp4f2asprincipalgeneticdeterminantsofwarfarindose