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DOI: 10.1055/s-0045-1807262
Prediction of Recurrent Venous Thromboembolism and Arterial Cardiovascular Events after Discontinuation of Anticoagulation: The R-VTE-predict and MACE-predict Risk Scores
Funding The study was supported by grants from the “Programme Hospitalier de Recherche Clinique” (French Department of Health), the Foundation “Archipel Santé” and the sponsor was the Brest Teaching Hospital. The funding source was not involved in designing or conducting the study, collecting, managing, analyzing, or interpreting the data, preparing, reviewing, or approving the manuscript, or deciding to submit this for publication. An academic steering committee led by F.C. assumed overall responsibility for all these steps.
Abstract
Patients who had venous thromboembolism (VTE) are not only at increased risk of recurrent VTE but also of major adverse cardiovascular events (MACEs) than the general population. Therefore, the prediction of the risk of these events is important for a tailored prevention and mitigation strategy. We aimed to develop simple scores to estimate recurrent VTE and MACE risks after the discontinuation of anticoagulation in a large cohort of individuals who suffered VTE (EDITH cohort). The primary endpoints were recurrent symptomatic VTE and MACE (composite of non-fatal acute coronary syndrome, stroke and cardiovascular death). Arterial thrombotic event (ATE) exclusively was also considered. Independent predictors of main outcomes were derived from multivariable Cox regression models. Weighted integer points based on the effect estimate of identified predictors were used to derive the final risk scores. A total of 1,999 participants (mean age: 54.78 years, 46.4% male, 43.6% unprovoked VTE) were included in the derivation cohort and 10,000 in the validation cohort (built using bootstrapping). During a median post-anticoagulation follow-up of 6.9 years, recurrent VTE occurred in 29.5% of participants and MACE in 14.8%. Independent predictors of recurrent VTE were male sex, age >65 years, cancer-associated VTE, and unprovoked VTE (vs. transient risk factor-associated VTE). Independent predictors of MACE were age >65 years, cancer-associated VTE, hypertension, renal insufficiency, and atrial fibrillation. The risk of recurrent VTE (moderate vs. low: hazard ratio [HR]: 2.62, 95% confidence interval [CI]: 2.06–3.34; high vs. low: HR: 3.78, 95% CI: 2.91–4.89), MACE (moderate vs. low: HR: 6.37, 95% CI: 3.19–12.69; high vs. low: HR: 12.32, 95% CI: 6.09–24.89), and ATE (based on MACE-predict risk score) increased gradually from the lowest to highest of the respective prediction risk score groups. These results were confirmed in the validation cohort with overall reasonable models' discrimination performance (recurrent VTE C-statistic: 0.62–0.63, MACE and ATE C-statistic: 0.72–0.77). Contemporary simple risk scores based on readily available clinical characteristics can reasonably predict the risk of recurrent VTE and MACE after the discontinuation of anticoagulation. These findings may influence the choice of anticoagulation strategy after the acute phase of VTE and, therefore, need confirmation by further studies.
Keywords
venous thromboembolism - major adverse cardiovascular event - anticoagulation - prediction risk score - arterial cardiovascular event - R-VTE-predict - MACE-predictAuthors' Contributions
Conception and design: S.R.N., F.C. acquisition of data: F.C. Data analysis: S.R.N. Analysis and interpretation of data: S.R.N., F.C. Manuscript drafting: S.R.N. Manuscript revision: All authors. Approved the final version of the manuscript: All authors. Obtaining funding: F.C. Administrative technical and material support: F.C., C.T., R.D. Study supervision: F.C. Full access to all the data of the study: F.C., S.R.N. responsibility for all aspects of the study, reliability, and freedom from bias of the data presented: All authors.
Publication History
Article published online:
09 April 2025
© 2025. Thieme. All rights reserved.
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References
- 1 Baylis RA, Smith NL, Klarin D, Fukaya E. Epidemiology and genetics of venous thromboembolism and chronic venous disease. Circ Res 2021; 128 (12) 1988-2002
- 2 Pastori D, Cormaci VM, Marucci S. et al. A comprehensive review of risk factors for venous thromboembolism: From epidemiology to pathophysiology. Int J Mol Sci 2023; 24 (04) 3169
- 3 Heit JA, Spencer FA, White RH. The epidemiology of venous thromboembolism. J Thromb Thrombolysis 2016; 41 (01) 3-14
- 4 Adelborg K, Sundbøll J, Sørensen HT. Arterial cardiovascular events and mortality following venous thromboembolism. Ann Transl Med 2015; 3 (09) 117
- 5 Noumegni SR, Hoffmann C, Tromeur C. et al. Frequency and incidence of arterial events in patients with venous thromboembolism compared to the general population: A systematic review and meta-analysis of cohort studies. Thromb Res 2021; 203: 172-185
- 6 Iorio A, Kearon C, Filippucci E. et al. Risk of recurrence after a first episode of symptomatic venous thromboembolism provoked by a transient risk factor: a systematic review. Arch Intern Med 2010; 170 (19) 1710-1716
- 7 Couturaud F, Sanchez O, Pernod G. et al.; PADIS-PE Investigators. Six months vs extended oral anticoagulation after a first episode of pulmonary embolism: The PADIS-PE randomized clinical trial. JAMA 2015; 314 (01) 31-40
- 8 White RH. The epidemiology of venous thromboembolism. Circulation 2003; 107 (23 Suppl 1): I4-I8
- 9 Heit JA, Mohr DN, Silverstein MD, Petterson TM, O'Fallon WM, Melton III LJ. Predictors of recurrence after deep vein thrombosis and pulmonary embolism: a population-based cohort study. Arch Intern Med 2000; 160 (06) 761-768
- 10 Noumegni SR, Didier R, Mansourati V. et al. Risk factors for major adverse cardiovascular events and major adverse limb events after venous thromboembolism: A large prospective cohort study. Semin Thromb Hemost 2022; 48 (04) 465-480
- 11 Noumegni SR, Le Mao R, de Moreuil C. et al. Anticoagulation for VTE: Impact on the risk of major adverse cardiovascular events. Chest 2022; 162: 1147-1162
- 12 Gregson J, Kaptoge S, Bolton T. et al.; Emerging Risk Factors Collaboration. Cardiovascular risk factors associated with venous thromboembolism. JAMA Cardiol 2019; 4 (02) 163-173
- 13 Noumegni SR, Tromeur C, Hoffmann C. et al. Predictors of recurrent venous thromboembolism or arterial thrombotic events during and after anticoagulation for a first venous thromboembolism. Semin Thromb Hemost 2023; 49 (07) 688-701
- 14 Prandoni P, Noventa F, Ghirarduzzi A. et al. The risk of recurrent venous thromboembolism after discontinuing anticoagulation in patients with acute proximal deep vein thrombosis or pulmonary embolism. A prospective cohort study in 1,626 patients. Haematologica 2007; 92 (02) 199-205
- 15 Tromeur C, Sanchez O, Presles E. et al.; PADIS-PE Investigators18. Risk factors for recurrent venous thromboembolism after unprovoked pulmonary embolism: the PADIS-PE randomised trial. Eur Respir J 2018; 51 (01) 1701202 . Accessed September 30, 2021 at: https://erj.ersjournals.com/content/51/1/1701202
- 16 Eichinger S, Heinze G, Jandeck LM, Kyrle PA. Risk assessment of recurrence in patients with unprovoked deep vein thrombosis or pulmonary embolism: the Vienna prediction model. Circulation 2010; 121 (14) 1630-1636
- 17 Becattini C, Vedovati MC. Time to use direct oral anticoagulants to prevent recurrences and major acute cardiovascular events after VTE?. Chest 2022; 162 (05) 959-960
- 18 Ramírez J, van Duijvenboden S, Young WJ. et al. Prediction of coronary artery disease and major adverse cardiovascular events using clinical and genetic risk scores for cardiovascular risk factors. Circ Genom Precis Med 2022; 15 (05) e003441
- 19 Chen X, Wu H, Li L, Zhao X, Zhang C, Wang WE. The prognostic utility of GRACE risk score in predictive adverse cardiovascular outcomes in patients with NSTEMI and multivessel disease. BMC Cardiovasc Disord 2022; 22 (01) 568
- 20 de Winter MA, Büller HR, Carrier M. et al.; VTE-PREDICT study group. Recurrent venous thromboembolism and bleeding with extended anticoagulation: the VTE-PREDICT risk score. Eur Heart J 2023; 44 (14) 1231-1244
- 21 Oger E, Lacut K, Le Gal G. et al.; EDITH COLLABORATIVE STUDY GROUP. Hyperhomocysteinemia and low B vitamin levels are independently associated with venous thromboembolism: results from the EDITH study: a hospital-based case-control study. J Thromb Haemost 2006; 4 (04) 793-799
- 22 von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. STROBE Initiative. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. Ann Intern Med 2007; 147 (08) 573-577
- 23 Le Moigne E, Tromeur C, Delluc A. et al. Risk of recurrent venous thromboembolism on progestin-only contraception: a cohort study. Haematologica 2016; 101 (01) e12-e14
- 24 Delluc A, Tromeur C, Le Moigne E. et al. Lipid lowering drugs and the risk of recurrent venous thromboembolism. Thromb Res 2012; 130 (06) 859-863
- 25 Dehmer GJ, Badhwar V, Bermudez EA. et al. 2020 AHA/ACC Key Data Elements and Definitions for Coronary Revascularization: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Data Standards (Writing Committee to Develop Clinical Data Standards for Coronary Revascularization). Circ Cardiovasc Qual Outcomes 2020; 13 (04) e000059
- 26 Sacco RL, Kasner SE, Broderick JP. et al.; American Heart Association Stroke Council, Council on Cardiovascular Surgery and Anesthesia, Council on Cardiovascular Radiology and Intervention, Council on Cardiovascular and Stroke Nursing, Council on Epidemiology and Prevention, Council on Peripheral Vascular Disease, Council on Nutrition, Physical Activity and Metabolism. An updated definition of stroke for the 21st century: a statement for healthcare professionals from the American Heart Association/American Stroke Association. Stroke 2013; 44 (07) 2064-2089
- 27 Hicks KA, Mahaffey KW, Mehran R. et al.; Standardized Data Collection for Cardiovascular Trials Initiative (SCTI). 2017 Cardiovascular and Stroke Endpoint Definitions for Clinical Trials. J Am Coll Cardiol 2018; 71 (09) 1021-1034
- 28 van Hylckama Vlieg MAM, Nasserinejad K, Visser C. et al. The risk of recurrent venous thromboembolism after discontinuation of anticoagulant therapy in patients with cancer-associated thrombosis: a systematic review and meta-analysis. eClinicalMedicine 2023; 64: 102194 . Accessed May 21, 2024 at: https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(23)00371-1/fulltext
- 29 Khan F, Rahman A, Carrier M. et al.; MARVELOUS Collaborators. Long term risk of symptomatic recurrent venous thromboembolism after discontinuation of anticoagulant treatment for first unprovoked venous thromboembolism event: systematic review and meta-analysis. BMJ 2019; 366: l4363
- 30 Jara-Palomares L, Bikdeli B, Jiménez D. et al. Rate of recurrence after discontinuing anticoagulation therapy in patients with COVID-19-associated venous thromboembolism. JAMA Intern Med 2022; 182 (12) 1326-1328
- 31 Labropoulos N, Jen J, Jen H, Gasparis AP, Tassiopoulos AK. Recurrent deep vein thrombosis: long-term incidence and natural history. Ann Surg 2010; 251 (04) 749-753
- 32 Chang WT, Chang CL, Ho CH, Hong CS, Wang JJ, Chen ZC. Long-term effects of unprovoked venous thromboembolism on mortality and major cardiovascular events. J Am Heart Assoc 2017; 6 (05) e005466
- 33 Golemi I, Cote L, Iftikhar O. et al.; Registro Informatizado de Enfermedad Tromboembólica Investigators. Incidence of major adverse cardiovascular events among patients with provoked and unprovoked venous thromboembolism: Findings from the Registro Informatizado de Enfermedad Tromboembólica Registry. J Vasc Surg Venous Lymphat Disord 2020; 8 (03) 353-359.e1
- 34 Noumegni SR, Grangereau T, Demir A, Bressollette L, Couturaud F, Hoffmann C. Cardiovascular mortality after venous thromboembolism: a meta-analysis of prospective cohort studies. Semin Thromb Hemost 2022; 48: 481-489
- 35 Couturaud F, Pernod G, Presles E. et al.; “PADIS-DVT” investigators. Six months versus two years of oral anticoagulation after a first episode of unprovoked deep-vein thrombosis. The PADIS-DVT randomized clinical trial. Haematologica 2019; 104 (07) 1493-1501
- 36 Kearon C, Akl EA, Ornelas J. et al. Antithrombotic therapy for VTE disease: CHEST Guideline and Expert Panel Report. Chest 2016; 149 (02) 315-352
- 37 Konstantinides SV, Meyer G, Becattini C. et al. 2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS): The Task Force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC). Eur Respir J 2019; 54 (03) 1901647
- 38 Rodger MA, Kahn SR, Wells PS. et al. Identifying unprovoked thromboembolism patients at low risk for recurrence who can discontinue anticoagulant therapy. CMAJ 2008; 179 (05) 417-426
- 39 Franco Moreno AI, García Navarro MJ, Ortiz Sánchez J. et al. A risk score for prediction of recurrence in patients with unprovoked venous thromboembolism (DAMOVES). Eur J Intern Med 2016; 29: 59-64
- 40 Tosetto A, Iorio A, Marcucci M. et al. Predicting disease recurrence in patients with previous unprovoked venous thromboembolism: a proposed prediction score (DASH). J Thromb Haemost 2012; 10 (06) 1019-1025
- 41 Nagler M, Van Kuijk SMJ, Ten Cate H, Prins MH, Ten Cate-Hoek AJ. Predicting recurrent venous thromboembolism in patients with deep-vein thrombosis: Development and internal validation of a potential new prediction Model (Continu-8). Front Cardiovasc Med 2021; 8: 655226
- 42 Noumegni SR, Didier R, Mansourati V. et al. Risk factors of arterial thrombotic events after unprovoked venous thromboembolism, and after cancer associated venous thromboembolism: A prospective cohort study. Thromb Res 2022; 214: 93-105
- 43 Louzada ML, Carrier M, Lazo-Langner A. et al. Development of a clinical prediction rule for risk stratification of recurrent venous thromboembolism in patients with cancer-associated venous thromboembolism. Circulation 2012; 126 (04) 448-454
- 44 Delluc A, Miranda S, Exter PD. et al. Accuracy of the Ottawa score in risk stratification of recurrent venous thromboembolism in patients with cancer-associated venous thromboembolism: a systematic review and meta-analysis. Haematologica 2020; 105 (05) 1436-1442
- 45 Noumegni SR, Hoffmann C, Tromeur C. et al. Risk factors of arterial events in patients with venous thromboembolism: A systematic review and meta-analysis. Thromb Haemost 2022; 122: 590-599
- 46 Mok Y, Dardari Z, Sang Y. et al. Universal risk prediction for individuals with and without atherosclerotic cardiovascular disease. J Am Coll Cardiol 2024; 83 (05) 562-573
- 47 Khan SS, Coresh J, Pencina MJ. et al.; American Heart Association. Novel prediction equations for absolute risk assessment of total cardiovascular disease incorporating cardiovascular-kidney-metabolic health: A scientific statement from the American Heart Association. Circulation 2023; 148 (24) 1982-2004
- 48 Sørensen HT, Horvath-Puho E, Pedersen L, Baron JA, Prandoni P. Venous thromboembolism and subsequent hospitalisation due to acute arterial cardiovascular events: a 20-year cohort study. Lancet 2007; 370 (9601): 1773-1779
- 49 Ljungqvist M, Holmström M, Kieler H, Odeberg J, Lärfars G. Cardiovascular disease and mortality after a first episode of venous thromboembolism in young and middle-aged women. Thromb Res 2016; 138: 80-85
- 50 Becattini C, Vedovati MC, Ageno W, Dentali F, Agnelli G. Incidence of arterial cardiovascular events after venous thromboembolism: a systematic review and a meta-analysis. J Thromb Haemost 2010; 8 (05) 891-897
- 51 Fitzgerald KC, Chiuve SE, Buring JE, Ridker PM, Glynn RJ. Comparison of associations of adherence to a Dietary Approaches to Stop Hypertension (DASH)-style diet with risks of cardiovascular disease and venous thromboembolism. J Thromb Haemost 2012; 10 (02) 189-198
- 52 Evans C, Hong C, Folsom A. et al. Lifestyle moderates genetic risk of venous thromboembolism: the Atherosclerotic Risk in Communities study. Arterioscler Thromb Vasc Biol 2020; 40 (11) 2756-2763
- 53 Cavallari I, Morrow DA, Creager MA. et al. Frequency, predictors, and impact of combined antiplatelet therapy on venous thromboembolism in patients with symptomatic atherosclerosis. Circulation 2018; 137 (07) 684-692