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Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients
PURPOSE: Warfarin is an oral anticoagulant associated with adverse reaction to drugs due to wide inter- and intra-individual dosage variability. Warfarin dosage has been related to non-genetic and genetic factors. CYP2C9 and VKORC1 gene polymorphisms affect warfarin metabolism and dosage. Due to the...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6198877/ https://www.ncbi.nlm.nih.gov/pubmed/30410385 http://dx.doi.org/10.2147/PGPM.S170515 |
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author | Galvez, Jubby Marcela Restrepo, Carlos Martin Contreras, Nora Constanza Alvarado, Clara Calderón-Ospina, Carlos-Alberto Peña, Nidia Cifuentes, Ricardo A Duarte, Daniela Laissue, Paul Fonseca, Dora Janeth |
author_facet | Galvez, Jubby Marcela Restrepo, Carlos Martin Contreras, Nora Constanza Alvarado, Clara Calderón-Ospina, Carlos-Alberto Peña, Nidia Cifuentes, Ricardo A Duarte, Daniela Laissue, Paul Fonseca, Dora Janeth |
author_sort | Galvez, Jubby Marcela |
collection | PubMed |
description | PURPOSE: Warfarin is an oral anticoagulant associated with adverse reaction to drugs due to wide inter- and intra-individual dosage variability. Warfarin dosage has been related to non-genetic and genetic factors. CYP2C9 and VKORC1 gene polymorphisms affect warfarin metabolism and dosage. Due to the central role of populations’ ethnical and genetic origin on warfarin dosage variability, novel algorithms for Latin American subgroups are necessary to establish safe anticoagulation therapy. PATIENTS AND METHODS: We genotyped CYP2C9*2 (c.430C > T), CYP2C9*3 (c.1075A > C), CYP4F2 (c.1297G > A), and VKORC1 (−1639 G > A) polymorphisms in 152 Colombian patients who received warfarin. We evaluated the impact on the variability of patients’ warfarin dose requirements. Multiple linear regression analysis, using genetic and non-genetic variables, was used for creating an algorithm for optimal warfarin maintenance dose. RESULTS: Median weekly prescribed warfarin dosage was significantly lower in patients having the VKORC1-1639 AA genotype and poor CYP2C9*2/*2,*2/*3 metabolizers than their wild-type counterparts. We found a 2.3-fold increase in mean dose for normal sensitivity patients (wild-type VKORC1/CYP2C9 genotypes) compared to the other groups (moderate and high sensitivity); 31.5% of the patients in our study group had warfarin sensitivity-related genotypes. The estimated regression equation accounted for 44.4% of overall variability in regard to warfarin maintenance dose. The algorithm was validated, giving 45.9% correlation (R(2)=0.459). CONCLUSION: Our results describe and validate the first algorithm for predicting warfarin maintenance in a Colombian mestizo population and have contributed toward the understanding of pharmacogenetics in a Latin American population subgroup. |
format | Online Article Text |
id | pubmed-6198877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-61988772018-11-08 Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients Galvez, Jubby Marcela Restrepo, Carlos Martin Contreras, Nora Constanza Alvarado, Clara Calderón-Ospina, Carlos-Alberto Peña, Nidia Cifuentes, Ricardo A Duarte, Daniela Laissue, Paul Fonseca, Dora Janeth Pharmgenomics Pers Med Original Research PURPOSE: Warfarin is an oral anticoagulant associated with adverse reaction to drugs due to wide inter- and intra-individual dosage variability. Warfarin dosage has been related to non-genetic and genetic factors. CYP2C9 and VKORC1 gene polymorphisms affect warfarin metabolism and dosage. Due to the central role of populations’ ethnical and genetic origin on warfarin dosage variability, novel algorithms for Latin American subgroups are necessary to establish safe anticoagulation therapy. PATIENTS AND METHODS: We genotyped CYP2C9*2 (c.430C > T), CYP2C9*3 (c.1075A > C), CYP4F2 (c.1297G > A), and VKORC1 (−1639 G > A) polymorphisms in 152 Colombian patients who received warfarin. We evaluated the impact on the variability of patients’ warfarin dose requirements. Multiple linear regression analysis, using genetic and non-genetic variables, was used for creating an algorithm for optimal warfarin maintenance dose. RESULTS: Median weekly prescribed warfarin dosage was significantly lower in patients having the VKORC1-1639 AA genotype and poor CYP2C9*2/*2,*2/*3 metabolizers than their wild-type counterparts. We found a 2.3-fold increase in mean dose for normal sensitivity patients (wild-type VKORC1/CYP2C9 genotypes) compared to the other groups (moderate and high sensitivity); 31.5% of the patients in our study group had warfarin sensitivity-related genotypes. The estimated regression equation accounted for 44.4% of overall variability in regard to warfarin maintenance dose. The algorithm was validated, giving 45.9% correlation (R(2)=0.459). CONCLUSION: Our results describe and validate the first algorithm for predicting warfarin maintenance in a Colombian mestizo population and have contributed toward the understanding of pharmacogenetics in a Latin American population subgroup. Dove Medical Press 2018-10-16 /pmc/articles/PMC6198877/ /pubmed/30410385 http://dx.doi.org/10.2147/PGPM.S170515 Text en © 2018 Galvez et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Galvez, Jubby Marcela Restrepo, Carlos Martin Contreras, Nora Constanza Alvarado, Clara Calderón-Ospina, Carlos-Alberto Peña, Nidia Cifuentes, Ricardo A Duarte, Daniela Laissue, Paul Fonseca, Dora Janeth Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients |
title | Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients |
title_full | Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients |
title_fullStr | Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients |
title_full_unstemmed | Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients |
title_short | Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients |
title_sort | creating and validating a warfarin pharmacogenetic dosing algorithm for colombian patients |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6198877/ https://www.ncbi.nlm.nih.gov/pubmed/30410385 http://dx.doi.org/10.2147/PGPM.S170515 |
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