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Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C

BACKGROUND: Differences in the performance of suggested warfarin dosing algorithms among different ethnicities and genotypes have been reported; this necessitates the development of an algorithm with enhanced performance for specific population groups. Previous warfarin dosing algorithms underestima...

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Autores principales: Cho, Eun Hye, Lee, Kyunghoon, Yang, Mina, Choi, Rihwa, Baek, Sun-Young, Sohn, Insuk, Kim, June Soo, On, Young Keun, Bang, Oh Young, Cho, Hyun-Jung, Lee, Soo-Youn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Society for Laboratory Medicine 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6933054/
https://www.ncbi.nlm.nih.gov/pubmed/31858761
http://dx.doi.org/10.3343/alm.2020.40.3.216
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author Cho, Eun Hye
Lee, Kyunghoon
Yang, Mina
Choi, Rihwa
Baek, Sun-Young
Sohn, Insuk
Kim, June Soo
On, Young Keun
Bang, Oh Young
Cho, Hyun-Jung
Lee, Soo-Youn
author_facet Cho, Eun Hye
Lee, Kyunghoon
Yang, Mina
Choi, Rihwa
Baek, Sun-Young
Sohn, Insuk
Kim, June Soo
On, Young Keun
Bang, Oh Young
Cho, Hyun-Jung
Lee, Soo-Youn
author_sort Cho, Eun Hye
collection PubMed
description BACKGROUND: Differences in the performance of suggested warfarin dosing algorithms among different ethnicities and genotypes have been reported; this necessitates the development of an algorithm with enhanced performance for specific population groups. Previous warfarin dosing algorithms underestimated warfarin doses in VKORC1 1173C carriers. We aimed to develop and validate a new warfarin dosing algorithm for Korean patients with VKORC1 1173C. METHODS: A total of 109 patients carrying VKORC1 1173CT (N=105) or 1173CC (N=4) were included in this study. Multiple regression analysis was performed to deduce a new dosing algorithm. Following literature searches for genotype-guided warfarin dosing algorithms, 21 algorithms were selected and evaluated using the correlation coefficient (ρ) of actual dose and estimated dose, mean error, and root mean square error. RESULTS: The developed algorithm is as follows: maintenance dose (mg/week)=exp [3.223−0.009×(age)+0.577×(body surface area [BSA])+0.178×(sex)−0.481×(CYP2C9 genotype)+0.227×(VKORC1 genotype)]. Integrated variables explained 44% of the variance in the maintenance dose. The predicted and actual doses showed moderate correlation (ρ=0.641) with the best performance with a mean error of −1.30 mg/week. The proportion of underestimated groups was 17%, which was lower than with the other algorithms. CONCLUSIONS: This is the first study to develop and validate a warfarin dosing algorithm based on data from VKORC1 1173C carriers; it showed superior predictive performance compared with previously published algorithms.
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spelling pubmed-69330542020-05-01 Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C Cho, Eun Hye Lee, Kyunghoon Yang, Mina Choi, Rihwa Baek, Sun-Young Sohn, Insuk Kim, June Soo On, Young Keun Bang, Oh Young Cho, Hyun-Jung Lee, Soo-Youn Ann Lab Med Original Article BACKGROUND: Differences in the performance of suggested warfarin dosing algorithms among different ethnicities and genotypes have been reported; this necessitates the development of an algorithm with enhanced performance for specific population groups. Previous warfarin dosing algorithms underestimated warfarin doses in VKORC1 1173C carriers. We aimed to develop and validate a new warfarin dosing algorithm for Korean patients with VKORC1 1173C. METHODS: A total of 109 patients carrying VKORC1 1173CT (N=105) or 1173CC (N=4) were included in this study. Multiple regression analysis was performed to deduce a new dosing algorithm. Following literature searches for genotype-guided warfarin dosing algorithms, 21 algorithms were selected and evaluated using the correlation coefficient (ρ) of actual dose and estimated dose, mean error, and root mean square error. RESULTS: The developed algorithm is as follows: maintenance dose (mg/week)=exp [3.223−0.009×(age)+0.577×(body surface area [BSA])+0.178×(sex)−0.481×(CYP2C9 genotype)+0.227×(VKORC1 genotype)]. Integrated variables explained 44% of the variance in the maintenance dose. The predicted and actual doses showed moderate correlation (ρ=0.641) with the best performance with a mean error of −1.30 mg/week. The proportion of underestimated groups was 17%, which was lower than with the other algorithms. CONCLUSIONS: This is the first study to develop and validate a warfarin dosing algorithm based on data from VKORC1 1173C carriers; it showed superior predictive performance compared with previously published algorithms. The Korean Society for Laboratory Medicine 2020-05 2019-12-18 /pmc/articles/PMC6933054/ /pubmed/31858761 http://dx.doi.org/10.3343/alm.2020.40.3.216 Text en © The Korean Society for Laboratory Medicine http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Cho, Eun Hye
Lee, Kyunghoon
Yang, Mina
Choi, Rihwa
Baek, Sun-Young
Sohn, Insuk
Kim, June Soo
On, Young Keun
Bang, Oh Young
Cho, Hyun-Jung
Lee, Soo-Youn
Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C
title Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C
title_full Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C
title_fullStr Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C
title_full_unstemmed Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C
title_short Development and Validation of a Novel Warfarin Dosing Algorithm for Korean Patients With VKORC1 1173C
title_sort development and validation of a novel warfarin dosing algorithm for korean patients with vkorc1 1173c
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6933054/
https://www.ncbi.nlm.nih.gov/pubmed/31858761
http://dx.doi.org/10.3343/alm.2020.40.3.216
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