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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Published in:European Heart Journal
Main Authors: 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
Format: Text
Language:English
Published: Oxford University Press 2023
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/
http://www.ncbi.nlm.nih.gov/pubmed/36648242
https://doi.org/10.1093/eurheartj/ehac776
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spelling ftpubmed:oai:pubmedcentral.nih.gov:10079391 2023-05-15T18:34:47+02:00 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 2023-01-17 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/ http://www.ncbi.nlm.nih.gov/pubmed/36648242 https://doi.org/10.1093/eurheartj/ehac776 en eng Oxford University Press http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/ http://www.ncbi.nlm.nih.gov/pubmed/36648242 http://dx.doi.org/10.1093/eurheartj/ehac776 © 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 Eur Heart J Clinical Research Text 2023 ftpubmed https://doi.org/10.1093/eurheartj/ehac776 2023-04-09T01:10:20Z 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. Text Tromsø PubMed Central (PMC) Tromsø European Heart Journal 44 14 1231 1244
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Clinical Research
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
topic_facet Clinical Research
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 Text
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
title 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_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_sort recurrent venous thromboembolism and bleeding with extended anticoagulation: the vte-predict risk score
publisher Oxford University Press
publishDate 2023
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/
http://www.ncbi.nlm.nih.gov/pubmed/36648242
https://doi.org/10.1093/eurheartj/ehac776
geographic Tromsø
geographic_facet Tromsø
genre Tromsø
genre_facet Tromsø
op_source Eur Heart J
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079391/
http://www.ncbi.nlm.nih.gov/pubmed/36648242
http://dx.doi.org/10.1093/eurheartj/ehac776
op_rights © 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
op_doi https://doi.org/10.1093/eurheartj/ehac776
container_title European Heart Journal
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container_issue 14
container_start_page 1231
op_container_end_page 1244
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