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Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score

AIMS: Deciding to stop or continue anticoagulation for venous thromboembolism (VTE) after initial treatment is challenging, as individual risks of recurrence and bleeding are heterogeneous. The present study aimed to develop and externally validate models for predicting 5-year risks of recurrence an...

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Autores principales: de Winter, Maria A, Büller, Harry R, Carrier, Marc, Cohen, Alexander T, Hansen, John-Bjarne, Kaasjager, Karin A H, Kakkar, Ajay K, Middeldorp, Saskia, Raskob, Gary E, Sørensen, Henrik T, Visseren, Frank L J, Wells, Philip S, Dorresteijn, Jannick A N, Nijkeuter, Mathilde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/
https://www.ncbi.nlm.nih.gov/pubmed/36648242
http://dx.doi.org/10.1093/eurheartj/ehac776
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author de Winter, Maria A
Büller, Harry R
Carrier, Marc
Cohen, Alexander T
Hansen, John-Bjarne
Kaasjager, Karin A H
Kakkar, Ajay K
Middeldorp, Saskia
Raskob, Gary E
Sørensen, Henrik T
Visseren, Frank L J
Wells, Philip S
Dorresteijn, Jannick A N
Nijkeuter, Mathilde
author_facet de Winter, Maria A
Büller, Harry R
Carrier, Marc
Cohen, Alexander T
Hansen, John-Bjarne
Kaasjager, Karin A H
Kakkar, Ajay K
Middeldorp, Saskia
Raskob, Gary E
Sørensen, Henrik T
Visseren, Frank L J
Wells, Philip S
Dorresteijn, Jannick A N
Nijkeuter, Mathilde
author_sort de Winter, Maria A
collection PubMed
description AIMS: Deciding to stop or continue anticoagulation for venous thromboembolism (VTE) after initial treatment is challenging, as individual risks of recurrence and bleeding are heterogeneous. The present study aimed to develop and externally validate models for predicting 5-year risks of recurrence and bleeding in patients with VTE without cancer who completed at least 3 months of initial treatment, which can be used to estimate individual absolute benefits and harms of extended anticoagulation. METHODS AND RESULTS: Competing risk-adjusted models were derived to predict recurrent VTE and clinically relevant bleeding (non-major and major) using 14 readily available patient characteristics. The models were derived from combined individual patient data from the Bleeding Risk Study, Hokusai-VTE, PREFER-VTE, RE-MEDY, and RE-SONATE (n = 15,141, 220 recurrences, 189 bleeding events). External validity was assessed in the Danish VTE cohort, EINSTEIN-CHOICE, GARFIELD-VTE, MEGA, and Tromsø studies (n = 59 257, 2283 recurrences, 3335 bleeding events). Absolute treatment effects were estimated by combining the models with hazard ratios from trials and meta-analyses. External validation in different settings showed agreement between predicted and observed risks up to 5 years, with C-statistics ranging from 0.48–0.71 (recurrence) and 0.61–0.68 (bleeding). In the Danish VTE cohort, 5-year risks ranged from 4% to 19% for recurrent VTE and 1% –19% for bleeding. CONCLUSION: The VTE-PREDICT risk score can be applied to estimate the effect of extended anticoagulant treatment for individual patients with VTE and to support shared decision-making.
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spelling pubmed-100793912023-04-07 Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score de Winter, Maria A Büller, Harry R Carrier, Marc Cohen, Alexander T Hansen, John-Bjarne Kaasjager, Karin A H Kakkar, Ajay K Middeldorp, Saskia Raskob, Gary E Sørensen, Henrik T Visseren, Frank L J Wells, Philip S Dorresteijn, Jannick A N Nijkeuter, Mathilde Eur Heart J Clinical Research AIMS: Deciding to stop or continue anticoagulation for venous thromboembolism (VTE) after initial treatment is challenging, as individual risks of recurrence and bleeding are heterogeneous. The present study aimed to develop and externally validate models for predicting 5-year risks of recurrence and bleeding in patients with VTE without cancer who completed at least 3 months of initial treatment, which can be used to estimate individual absolute benefits and harms of extended anticoagulation. METHODS AND RESULTS: Competing risk-adjusted models were derived to predict recurrent VTE and clinically relevant bleeding (non-major and major) using 14 readily available patient characteristics. The models were derived from combined individual patient data from the Bleeding Risk Study, Hokusai-VTE, PREFER-VTE, RE-MEDY, and RE-SONATE (n = 15,141, 220 recurrences, 189 bleeding events). External validity was assessed in the Danish VTE cohort, EINSTEIN-CHOICE, GARFIELD-VTE, MEGA, and Tromsø studies (n = 59 257, 2283 recurrences, 3335 bleeding events). Absolute treatment effects were estimated by combining the models with hazard ratios from trials and meta-analyses. External validation in different settings showed agreement between predicted and observed risks up to 5 years, with C-statistics ranging from 0.48–0.71 (recurrence) and 0.61–0.68 (bleeding). In the Danish VTE cohort, 5-year risks ranged from 4% to 19% for recurrent VTE and 1% –19% for bleeding. CONCLUSION: The VTE-PREDICT risk score can be applied to estimate the effect of extended anticoagulant treatment for individual patients with VTE and to support shared decision-making. Oxford University Press 2023-01-17 /pmc/articles/PMC10079391/ /pubmed/36648242 http://dx.doi.org/10.1093/eurheartj/ehac776 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Clinical Research
de Winter, Maria A
Büller, Harry R
Carrier, Marc
Cohen, Alexander T
Hansen, John-Bjarne
Kaasjager, Karin A H
Kakkar, Ajay K
Middeldorp, Saskia
Raskob, Gary E
Sørensen, Henrik T
Visseren, Frank L J
Wells, Philip S
Dorresteijn, Jannick A N
Nijkeuter, Mathilde
Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
title Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
title_full Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
title_fullStr Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
title_full_unstemmed Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
title_short Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
title_sort recurrent venous thromboembolism and bleeding with extended anticoagulation: the vte-predict risk score
topic Clinical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/
https://www.ncbi.nlm.nih.gov/pubmed/36648242
http://dx.doi.org/10.1093/eurheartj/ehac776
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