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...
Published in: | European Heart Journal |
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Oxford University Press (OUP)
2023
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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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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 |
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Oxford University Press |
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croxfordunivpr |
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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. |
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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 |
_version_ |
1812181870247411712 |