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Using highly variable warfarin dosing to identify patients at risk for adverse events
BACKGROUND: Patients who receive highly variable doses of warfarin may be at risk for poor anticoagulation control and adverse events. However, we lack a system to identify patients with the highest dose variability. Our objectives were to develop a scoring system to identify patients with high dose...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198873/ https://www.ncbi.nlm.nih.gov/pubmed/21985504 http://dx.doi.org/10.1186/1477-9560-9-14 |
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author | Marrast, Lyndonna Evans, Mary Ozonoff, Al Henault, Lori E Rose, Adam J |
author_facet | Marrast, Lyndonna Evans, Mary Ozonoff, Al Henault, Lori E Rose, Adam J |
author_sort | Marrast, Lyndonna |
collection | PubMed |
description | BACKGROUND: Patients who receive highly variable doses of warfarin may be at risk for poor anticoagulation control and adverse events. However, we lack a system to identify patients with the highest dose variability. Our objectives were to develop a scoring system to identify patients with high dose variability, and to validate this new measure by demonstrating that patients so identified have poor anticoagulation control and higher rates of adverse events (criterion validity). METHODS: We used a database of over 4, 000 patients who received oral anticoagulation in community practice between 2000-2002. We reviewed the charts of 168 patients with large warfarin dose variation and agreed on 18 risk factor definitions for high dose variability. We identified 109 patients with the highest dose variability (cases), as measured by coefficient of variation (CoV, SD/mean). We matched each case to two controls with low dose variability. Then, we examined all 327 charts, blinded to case/control status, to identify the presence or absence of the 18 risk factors for dose variability. We performed a multivariable analysis to identify independent predictors of high CoV. We also compared anticoagulation control, as measured by percent time in therapeutic range (TTR), and rates of adverse events between groups. RESULTS: CoV corresponded with other measures of anticoagulation control. TTR was 53% among cases and 79% among controls (p < 0.001). CoV also predicted adverse events. Six cases experienced a major hemorrhage versus 1 control (p < 0.001) and 3 cases had a thromboembolic event versus 0 control patients (p = 0.04). Independent predictors of high dose variability included hospitalization (OR = 21.3), decreased oral intake (OR = 12.2), use of systemic steroids (OR = 6.1), acetaminophen (OR = 4.0) and antibiotics (OR = 2.7; p < 0.05 for all). CONCLUSION: CoV can be used to identify patients at risk for poor anticoagulation control and adverse events. This new measure has the potential to identify patients at high risk before they suffer adverse events. |
format | Online Article Text |
id | pubmed-3198873 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-31988732011-10-23 Using highly variable warfarin dosing to identify patients at risk for adverse events Marrast, Lyndonna Evans, Mary Ozonoff, Al Henault, Lori E Rose, Adam J Thromb J Original Clinical Investigation BACKGROUND: Patients who receive highly variable doses of warfarin may be at risk for poor anticoagulation control and adverse events. However, we lack a system to identify patients with the highest dose variability. Our objectives were to develop a scoring system to identify patients with high dose variability, and to validate this new measure by demonstrating that patients so identified have poor anticoagulation control and higher rates of adverse events (criterion validity). METHODS: We used a database of over 4, 000 patients who received oral anticoagulation in community practice between 2000-2002. We reviewed the charts of 168 patients with large warfarin dose variation and agreed on 18 risk factor definitions for high dose variability. We identified 109 patients with the highest dose variability (cases), as measured by coefficient of variation (CoV, SD/mean). We matched each case to two controls with low dose variability. Then, we examined all 327 charts, blinded to case/control status, to identify the presence or absence of the 18 risk factors for dose variability. We performed a multivariable analysis to identify independent predictors of high CoV. We also compared anticoagulation control, as measured by percent time in therapeutic range (TTR), and rates of adverse events between groups. RESULTS: CoV corresponded with other measures of anticoagulation control. TTR was 53% among cases and 79% among controls (p < 0.001). CoV also predicted adverse events. Six cases experienced a major hemorrhage versus 1 control (p < 0.001) and 3 cases had a thromboembolic event versus 0 control patients (p = 0.04). Independent predictors of high dose variability included hospitalization (OR = 21.3), decreased oral intake (OR = 12.2), use of systemic steroids (OR = 6.1), acetaminophen (OR = 4.0) and antibiotics (OR = 2.7; p < 0.05 for all). CONCLUSION: CoV can be used to identify patients at risk for poor anticoagulation control and adverse events. This new measure has the potential to identify patients at high risk before they suffer adverse events. BioMed Central 2011-10-10 /pmc/articles/PMC3198873/ /pubmed/21985504 http://dx.doi.org/10.1186/1477-9560-9-14 Text en Copyright ©2011 Marrast et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Clinical Investigation Marrast, Lyndonna Evans, Mary Ozonoff, Al Henault, Lori E Rose, Adam J Using highly variable warfarin dosing to identify patients at risk for adverse events |
title | Using highly variable warfarin dosing to identify patients at risk for adverse events |
title_full | Using highly variable warfarin dosing to identify patients at risk for adverse events |
title_fullStr | Using highly variable warfarin dosing to identify patients at risk for adverse events |
title_full_unstemmed | Using highly variable warfarin dosing to identify patients at risk for adverse events |
title_short | Using highly variable warfarin dosing to identify patients at risk for adverse events |
title_sort | using highly variable warfarin dosing to identify patients at risk for adverse events |
topic | Original Clinical Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198873/ https://www.ncbi.nlm.nih.gov/pubmed/21985504 http://dx.doi.org/10.1186/1477-9560-9-14 |
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