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Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures
Patients on warfarin are required to withdraw from treatment for a fixed period (normally 5 days) prior to an invasive procedure. However, the anticoagulant effect of warfarin subsides at different rates among different patients, exposing some to increased risk of either thrombosis or bleeding. In a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7182614/ https://www.ncbi.nlm.nih.gov/pubmed/31848875 http://dx.doi.org/10.1007/s11239-019-02017-2 |
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author | Kampouraki, Emmanouela Wynne, Hilary Avery, Peter Kamali, Farhad |
author_facet | Kampouraki, Emmanouela Wynne, Hilary Avery, Peter Kamali, Farhad |
author_sort | Kampouraki, Emmanouela |
collection | PubMed |
description | Patients on warfarin are required to withdraw from treatment for a fixed period (normally 5 days) prior to an invasive procedure. However, the anticoagulant effect of warfarin subsides at different rates among different patients, exposing some to increased risk of either thrombosis or bleeding. In a recent study in patients awaiting surgery, following warfarin cessation the INR declined slower over time in those with two CYP2C9 variant alleles, increasing age, weight and number of comorbidities and that INR decline was faster in those with higher maintenance INR value. Subsequently, we developed an algorithm which predicts INR decline in individual patients after 5 days of warfarin cessation. The current study validated the algorithm. An independent cohort of patients completing a short course of warfarin took part in the study. INR values for subsequent 9 days and CYP2C9 genotype were available. The predicted INR decline (INR(day 1)–INR(day 5)) was compared to the observed one (where an INR check on day 5 was unavailable, INR was estimated using a linear approximation model). There was a strong correlation between the decline in INR by day 5 and that predicted from the algorithm for the 117 patients (r = 0.949, p < 0.001). The algorithm was precise, with low degree of bias and variance of the prediction error. The algorithm can accurately predict the INR decline following warfarin cessation in individual adult patients. The use of this easily adoptable algorithm can reduce cancellation or delays of planned surgical procedures. |
format | Online Article Text |
id | pubmed-7182614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-71826142020-04-29 Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures Kampouraki, Emmanouela Wynne, Hilary Avery, Peter Kamali, Farhad J Thromb Thrombolysis Article Patients on warfarin are required to withdraw from treatment for a fixed period (normally 5 days) prior to an invasive procedure. However, the anticoagulant effect of warfarin subsides at different rates among different patients, exposing some to increased risk of either thrombosis or bleeding. In a recent study in patients awaiting surgery, following warfarin cessation the INR declined slower over time in those with two CYP2C9 variant alleles, increasing age, weight and number of comorbidities and that INR decline was faster in those with higher maintenance INR value. Subsequently, we developed an algorithm which predicts INR decline in individual patients after 5 days of warfarin cessation. The current study validated the algorithm. An independent cohort of patients completing a short course of warfarin took part in the study. INR values for subsequent 9 days and CYP2C9 genotype were available. The predicted INR decline (INR(day 1)–INR(day 5)) was compared to the observed one (where an INR check on day 5 was unavailable, INR was estimated using a linear approximation model). There was a strong correlation between the decline in INR by day 5 and that predicted from the algorithm for the 117 patients (r = 0.949, p < 0.001). The algorithm was precise, with low degree of bias and variance of the prediction error. The algorithm can accurately predict the INR decline following warfarin cessation in individual adult patients. The use of this easily adoptable algorithm can reduce cancellation or delays of planned surgical procedures. Springer US 2019-12-17 2020 /pmc/articles/PMC7182614/ /pubmed/31848875 http://dx.doi.org/10.1007/s11239-019-02017-2 Text en © The Author(s) 2019 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Kampouraki, Emmanouela Wynne, Hilary Avery, Peter Kamali, Farhad Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures |
title | Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures |
title_full | Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures |
title_fullStr | Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures |
title_full_unstemmed | Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures |
title_short | Validation of an algorithm to predict decline in INR following warfarin cessation in patients undergoing invasive procedures |
title_sort | validation of an algorithm to predict decline in inr following warfarin cessation in patients undergoing invasive procedures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7182614/ https://www.ncbi.nlm.nih.gov/pubmed/31848875 http://dx.doi.org/10.1007/s11239-019-02017-2 |
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