Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2018
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
_version_ 1783365034050584576
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
work_keys_str_mv AT galvezjubbymarcela creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT restrepocarlosmartin creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT contrerasnoraconstanza creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT alvaradoclara creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT calderonospinacarlosalberto creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT penanidia creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT cifuentesricardoa creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT duartedaniela creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT laissuepaul creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients
AT fonsecadorajaneth creatingandvalidatingawarfarinpharmacogeneticdosingalgorithmforcolombianpatients