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

Abstract 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 recur...

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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, Braekkan, Sigrid K, Burggraaf, Louise, Cannegieter, Suzanne C, Farjat, Alfredo, Pap, Akos Ferenc, Goldhaber, Samuel, Grosso, Michael, Horváth-Puhó, Erzsébet, Lensing, Anthonie W A, Pieper, Karen, Schulman, Sam, Shi, Minggao, Virdone, Saverio
Other Authors: Netherlands Organization for Health Research and Development
Format: Article in Journal/Newspaper
Language:English
Published: Oxford University Press (OUP) 2023
Subjects:
Online Access:http://dx.doi.org/10.1093/eurheartj/ehac776
https://academic.oup.com/eurheartj/article-pdf/44/14/1231/49783460/ehac776.pdf
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spelling croxfordunivpr:10.1093/eurheartj/ehac776 2024-10-06T13:53:12+00:00 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 Braekkan, Sigrid K Burggraaf, Louise Cannegieter, Suzanne C Farjat, Alfredo Pap, Akos Ferenc Goldhaber, Samuel Grosso, Michael Horváth-Puhó, Erzsébet Lensing, Anthonie W A Pieper, Karen Schulman, Sam Shi, Minggao Virdone, Saverio Netherlands Organization for Health Research and Development 2023 http://dx.doi.org/10.1093/eurheartj/ehac776 https://academic.oup.com/eurheartj/article-pdf/44/14/1231/49783460/ehac776.pdf en eng Oxford University Press (OUP) https://creativecommons.org/licenses/by-nc/4.0/ European Heart Journal volume 44, issue 14, page 1231-1244 ISSN 0195-668X 1522-9645 journal-article 2023 croxfordunivpr https://doi.org/10.1093/eurheartj/ehac776 2024-09-10T04:14:38Z Abstract 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. Article in Journal/Newspaper Tromsø Oxford University Press Tromsø European Heart Journal
institution Open Polar
collection Oxford University Press
op_collection_id croxfordunivpr
language English
description Abstract 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.
author2 Netherlands Organization for Health Research and Development
format Article in Journal/Newspaper
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
Braekkan, Sigrid K
Burggraaf, Louise
Cannegieter, Suzanne C
Farjat, Alfredo
Pap, Akos Ferenc
Goldhaber, Samuel
Grosso, Michael
Horváth-Puhó, Erzsébet
Lensing, Anthonie W A
Pieper, Karen
Schulman, Sam
Shi, Minggao
Virdone, Saverio
spellingShingle 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
Braekkan, Sigrid K
Burggraaf, Louise
Cannegieter, Suzanne C
Farjat, Alfredo
Pap, Akos Ferenc
Goldhaber, Samuel
Grosso, Michael
Horváth-Puhó, Erzsébet
Lensing, Anthonie W A
Pieper, Karen
Schulman, Sam
Shi, Minggao
Virdone, Saverio
Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score
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
Braekkan, Sigrid K
Burggraaf, Louise
Cannegieter, Suzanne C
Farjat, Alfredo
Pap, Akos Ferenc
Goldhaber, Samuel
Grosso, Michael
Horváth-Puhó, Erzsébet
Lensing, Anthonie W A
Pieper, Karen
Schulman, Sam
Shi, Minggao
Virdone, Saverio
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 (OUP)
publishDate 2023
url http://dx.doi.org/10.1093/eurheartj/ehac776
https://academic.oup.com/eurheartj/article-pdf/44/14/1231/49783460/ehac776.pdf
geographic Tromsø
geographic_facet Tromsø
genre Tromsø
genre_facet Tromsø
op_source European Heart Journal
volume 44, issue 14, page 1231-1244
ISSN 0195-668X 1522-9645
op_rights https://creativecommons.org/licenses/by-nc/4.0/
op_doi https://doi.org/10.1093/eurheartj/ehac776
container_title European Heart Journal
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