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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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. |
format | Online Article Text |
id | pubmed-10079391 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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