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Xiao H, Meng X, Songtao Li, Li Z, Fang S, Wang Y, Li J, Tang J, Ma L. Combined drug anti-deep vein thrombosis therapy based on platelet membrane biomimetic targeting nanotechnology. Biomaterials 2024; 311:122670. [PMID: 38941685 DOI: 10.1016/j.biomaterials.2024.122670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 06/07/2024] [Accepted: 06/14/2024] [Indexed: 06/30/2024]
Abstract
After orthopedic surgeries, such as hip replacement, many patients are prone to developing deep vein thrombosis (DVT), which in severe cases can lead to fatal pulmonary embolism or major bleeding. Clinical intervention with high-dose anticoagulant therapy inevitably carries the risk of bleeding. Therefore, a targeted drug delivery system that adjusts local DVT lesions and potentially reduces drug dosage and toxic side effects important. In this study, we developed a targeted drug delivery platelet-derived nanoplatform (AMSNP@PM-rH/A) for DVT treatment that can simultaneously deliver a direct thrombin inhibitor (DTI) Recombinant Hirudin (rH), and the Factor Xa inhibitor Apixaban (A) by utilizing Aminated mesoporous silica nanoparticles (AMSNP). This formulation exhibits improved biocompatibility and blood half-life and can effectively eliminate deep vein thrombosis lesions and achieve therapeutic effects at half the dosage. Furthermore, we employed various visualization techniques to capture the targeted accumulation and release of a platelet membrane (PM) coating in deep vein thrombosis and explored its potential targeting mechanism.
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Affiliation(s)
- Hang Xiao
- The Key Laboratory of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing, 100069, PR China
| | - Xiangrui Meng
- Traditional Chinese Medicine (TCM) Regulating Metabolic Diseases Key Laboratory of Sichuan Province, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China.
| | - Songtao Li
- Traditional Chinese Medicine (TCM) Regulating Metabolic Diseases Key Laboratory of Sichuan Province, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China
| | - Zhiyong Li
- The Key Laboratory of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing, 100069, PR China
| | - Shuo Fang
- The Key Laboratory of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing, 100069, PR China
| | - Yaonan Wang
- The Core Facilities of Modern Pharmaceuticals, School of Pharmaceutical Sciences, Capital Medical University, Beijing, 100069, PR China
| | - Jing Li
- The Key Laboratory of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing, 100069, PR China
| | - Jianyuan Tang
- Traditional Chinese Medicine (TCM) Regulating Metabolic Diseases Key Laboratory of Sichuan Province, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China.
| | - Li Ma
- The Key Laboratory of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing, 100069, PR China.
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Shahryari Fard S, Perkins TJ, Wells PS. A deep-learning approach to predict bleeding risk over time in patients on extended anticoagulation therapy. J Thromb Haemost 2024; 22:1997-2008. [PMID: 38642704 DOI: 10.1016/j.jtha.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 03/22/2024] [Accepted: 04/08/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND Thus far, all the clinical models developed to predict major bleeding in patients on extended anticoagulation therapy use the baseline predictors to stratify patients into different risk groups. Therefore, these models do not account for the clinical changes and events that occur after the baseline visit, which can modify risk of bleeding. However, it is difficult to develop predictive models from the routine follow-up clinical interviews, which are irregular sequences of multivariate time series data. OBJECTIVES To demonstrate that deep learning can incorporate patient time series follow-up data to improve prediction of major bleeding. METHODS We used the baseline and follow-up data that were collected over 8 years in a longitudinal cohort study of 2542 patients, of whom 118 had major bleeding. Four supervised neural network-based machine-learning models were trained on the baseline, follow-up, or both datasets using 70% of the data. The performance of these models was evaluated, along with modified versions of 6 previously developed clinical models, on the remaining 30% of the data. RESULTS An ensemble of feedforward and recurrent neural networks that used the baseline and follow-up data was the best-performing model, achieving a sensitivity and a specificity of 61% and 82%, respectively, in identifying major bleeding, and it outperformed the previously developed clinical models in terms of area under the receiver operating characteristic curve (82%) and area under the precision-recall curve (14%). CONCLUSION Time series follow-up data can improve major bleeding prediction in patients on extended anticoagulation therapy.
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Affiliation(s)
- Soroush Shahryari Fard
- The Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Theodore J Perkins
- The Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada; Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
| | - Philip S Wells
- The Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada.
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3
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Schulman S, Arnold DM, Bradbury CA, Broxmeyer L, Connors JM, Falanga A, Iba T, Kaatz S, Levy JH, Middeldorp S, Minichiello T, Nazy I, Ramacciotti E, Resnick HE, Samama CM, Sholzberg M, Thachil J, Zarychanski R, Spyropoulos AC. 2023 ISTH update of the 2022 ISTH guidelines for antithrombotic treatment in COVID-19. J Thromb Haemost 2024; 22:1779-1797. [PMID: 38503600 DOI: 10.1016/j.jtha.2024.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 01/31/2024] [Accepted: 02/13/2024] [Indexed: 03/21/2024]
Abstract
Based on emerging evidence from the COVID-19 pandemic, the International Society on Thrombosis and Haemostasis (ISTH) guidelines for antithrombotic treatment in COVID-19 were published in 2022. Since then, at least 16 new randomized controlled trials have contributed additional evidence, which necessitated a modification of most of the previous recommendations. We used again the American College of Cardiology Foundation/American Heart Association methodology for assessment of level of evidence (LOE) and class of recommendation (COR). Five recommendations had the LOE upgraded to A and 2 new recommendations on antithrombotic treatment for patients with COVID-19 were added. Furthermore, a section was added to answer questions about COVID-19 vaccination and vaccine-induced immune thrombotic thrombocytopenia (VITT), for which studies have provided some evidence. We only included recommendations with LOE A or B. Panelists agreed on 19 recommendations, 4 for nonhospitalized, 5 for noncritically ill hospitalized, 3 for critically ill hospitalized, and 2 for postdischarge patients, as well as 5 for vaccination and VITT. A strong recommendation (COR 1) was given for (a) use of prophylactic dose of low-molecular-weight heparin or unfractionated heparin in noncritically ill patients hospitalized for COVID-19, (b) for select patients in this group, use of therapeutic-dose low-molecular-weight heparin/unfractionated heparin in preference to prophylactic dose, and (c) for use of antiplatelet factor 4 enzyme immunoassays for diagnosing VITT. A strong recommendation was given against (COR 3) the addition of an antiplatelet agent in hospitalized, noncritically ill patients. These international guidelines provide recommendations for countries with diverse healthcare resources and COVID-19 vaccine availability.
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Affiliation(s)
- Sam Schulman
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada; Department of Obstetrics and Gynecology and Perinatal Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia.
| | - Donald M Arnold
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada; Michael G. DeGroote Centre for Transfusion Research, McMaster University, Hamilton, Ontario, Canada
| | | | - Lisa Broxmeyer
- Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA
| | - Jean Marie Connors
- Division of Hematology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Anna Falanga
- Department of Transfusion Medicine and Hematology, Hospital Papa Giovanni XXIII, Bergamo, Italy; University of Milan Bicocca, Monza, Italy
| | - Toshiaki Iba
- Department of Emergency and Disaster Medicine, Juntendo University, Tokyo, Japan
| | - Scott Kaatz
- Division of Hospital Medicine, Henry Ford Hospital, Detroit, Michigan, USA
| | - Jerrold H Levy
- Departments of Anesthesiology, Critical Care, and Surgery (Cardiothoracic), Duke University School of Medicine, Durham, North Carolina, USA
| | - Saskia Middeldorp
- Department of Internal Medicine and Radboud Institute of Health Sciences, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Tracy Minichiello
- Division of Hematology, San Francisco VA Medical Center, University of California, San Francisco, San Francisco, California, USA
| | - Ishac Nazy
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada; Michael G. DeGroote Centre for Transfusion Research, McMaster University, Hamilton, Ontario, Canada
| | - Eduardo Ramacciotti
- Science Valley Research Institute, São Paulo, Brazil; Hospital e Maternidade Christóvão da Gama, Grupo Leforte, Santo André, São Paulo, Brazil
| | | | - Charles Marc Samama
- Department of Anaesthesia, Intensive Care and Perioperative Medicine, Groupe Hospitalo-Universitaire, Assistance Publique-Hôpitaux de Paris Centre -Université Paris Cité, Cochin Hospital, Paris, France
| | - Michelle Sholzberg
- Departments of Medicine and Laboratory Medicine and Pathobiology, St Michael's Hospital, Li Ka Shing Knowledge Institute, University of Toronto, Toronto, Ontario, Canada
| | - Jecko Thachil
- Department of Haematology, Manchester University Hospitals, Manchester, United Kingdom
| | - Ryan Zarychanski
- Sections of Hematology/Oncology and Critical Care, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Alex C Spyropoulos
- Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA; Institute of Health System Science, Feinstein Institutes for Medical Research, Manhasset, New York, USA
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4
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Shyu M, Liu A, Srikureja A, Gregorian A, Srisuwananukorn A, Tremblay D, Naymagon L. Equivalent thrombotic risk with Warfarin, Dabigatran, or Enoxaparin after failure of initial direct oral anticoagulation (DOAC) therapy. J Thromb Thrombolysis 2024; 57:871-876. [PMID: 38643437 DOI: 10.1007/s11239-024-02978-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/02/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND The direct oral anticoagulants (DOACs) are now commonly regarded as first line anticoagulants in most cases of venous thromboembolism (VTE). However, the optimal choice of subsequent anticoagulant in instances of first line DOAC failure is unclear. OBJECTIVES To describe and compare outcomes with second line anticoagulants used after DOAC failure. METHODS Patients seen at an urban hospital system for an episode of acute VTE initially treated with either apixaban or rivaroxaban who experienced a subsequent recurrent thrombosis while on anticoagulation (1st recurrent thrombosis) were included. RESULTS In total, 166 patients after apixaban or rivaroxaban failure were included. Following DOAC failure (1st recurrent thrombosis), the subsequent anticoagulant was warfarin in 60 patients (36%), dabigatran in 42 patients (25%), and enoxaparin in 64 patients (39%). Enoxaparin was preferentially prescribed in patients with a malignancy-associated etiology for 1st recurrent thrombosis (p < 0.01). The median follow-up time in our cohort was 16 months. There was no difference in 2nd recurrent thrombosis-free survival (p = 0.72) or risk for major bleeding event (p = 0.30) among patients treated with dabigatran, warfarin, or enoxaparin. CONCLUSIONS In this retrospective analysis of patients failing first line DOAC therapy, rates of 2nd recurrent thrombosis and bleeding did not differ among subsequently chosen anticoagulants. Our study provides evidence that the optimal 2nd anticoagulant is not clear, and the choice of 2nd anticoagulant should continue to balance patient preference, cost, and provider experience.
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Affiliation(s)
- Margaret Shyu
- Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Division of Oncology, Stanford University School of Medicine, 300 Pasteur Drive MC 5151, Stanford, CA, USA.
| | - Angela Liu
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Anya Srikureja
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alison Gregorian
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Andrew Srisuwananukorn
- Division of Hematology, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Douglas Tremblay
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Leonard Naymagon
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
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5
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Bertoletti L, Girard P, Élias A, Espitia O, Schmidt J, Couturaud F, Mahé I, Sanchez O. [Translation into French and republication of: "Recurrent venous thromboembolism in anticoagulated cancer patients: diagnosis and treatment"]. Rev Med Interne 2024; 45:289-299. [PMID: 38806295 DOI: 10.1016/j.revmed.2024.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 11/17/2023] [Indexed: 05/30/2024]
Abstract
Patients with cancer are at significantly increased risk of venous thromboembolism (VTE), due both to the impact of malignant disease itself and to the impact of certain anticancer drugs on haemostasis. This is true both for first episode venous thromboembolism and recurrence. The diagnosis and management of VTE recurrence in patients with cancer poses particular challenges, and these are reviewed in the present article, based on a systematic review of the relevant scientific literature published over the last decade. Furthermore, it is uncertain whether diagnostic algorithms for venous thromboembolism, validated principally in untreated non-cancer patients, are also valid in anticoagulated cancer patients: the available data suggests that clinical decision rules and D-dimer testing perform less well in this clinical setting. In patients with cancer, computed tomography pulmonary angiography and venous ultrasound appear to be the most reliable diagnostic tools for diagnosis of pulmonary embolism and deep vein thrombosis respectively. Options for treatment of venous thromboembolism include low molecular weight heparins (at a therapeutic dose or an increased dose), fondaparinux or oral direct factor Xa inhibitors. The choice of treatment should take into account the nature (pulmonary embolism or VTE) and severity of the recurrent event, the associated bleeding risk, the current anticoagulant treatment (type, dose, adherence and possible drug-drug interactions) and cancer progression.
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Affiliation(s)
- L Bertoletti
- Service de médecine vasculaire et thérapeutique, CHU de Saint-Étienne, Inserm, UMR1059, équipe Dysfonction vasculaire et hémostase, université Jean-Monnet, CIC-1408, 42000 Saint-Étienne, France; F-CRIN INNOVTE network, Saint-Étienne, France.
| | - P Girard
- F-CRIN INNOVTE network, Saint-Étienne, France; Institut du thorax Curie-Montsouris, institut mutualiste Montsouris, Paris, France
| | - A Élias
- F-CRIN INNOVTE network, Saint-Étienne, France; Service de cardiologie et de médecine vasculaire, délégation recherche clinique et innovation, centre hospitalier intercommunal Toulon La Seyne-sur-Mer, Toulon, France
| | - O Espitia
- Service de médecine interne et vasculaire, Institut du thorax, Nantes université, CHU de Nantes, Inserm UMR 1087-CNRS UMR 6291, Team III Vascular & Pulmonary diseases, Nantes, France
| | - J Schmidt
- F-CRIN INNOVTE network, Saint-Étienne, France; Service d'urgence, CHU de Clermont-Ferrand, Lapsco-UMR UBP-CNRS 6024, université Clermont Auvergne, Clermont-Ferrand, France
| | - F Couturaud
- F-CRIN INNOVTE network, Saint-Étienne, France; Département de médecine interne, médecine vasculaire et pneumologie, CHU de Brest, Inserm U1304-GETBO, université de Brest, Brest, France
| | - I Mahé
- F-CRIN INNOVTE network, Saint-Étienne, France; Service de médecine interne, hôpital Louis-Mourier, AP-HP, Colombes, France; Université Paris Cité, Inserm UMR S1140, Innovations thérapeutiques en hémostase, Paris, France
| | - O Sanchez
- F-CRIN INNOVTE network, Saint-Étienne, France; Université Paris Cité, Inserm UMR S1140, Innovations thérapeutiques en hémostase, Paris, France; Service de pneumologie et de soins intensifs, hôpital européen Georges-Pompidou, AP-HP, Paris, France
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6
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Jangra N, Kawatra A, Datten B, Gupta S, Gulati P. Recent trends in targeted delivery of smart nanocarrier-based microbial enzymes for therapeutic applications. Drug Discov Today 2024; 29:103915. [PMID: 38340953 DOI: 10.1016/j.drudis.2024.103915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/19/2024] [Accepted: 02/05/2024] [Indexed: 02/12/2024]
Abstract
Smart carrier-based immobilization has widened the use of enzymes for the treatment of several disorders. Large surface areas, tunable morphology, and surface modification ability aid the targeted and controlled release of therapeutic enzymes from such formulations. Smart nanocarriers, such as polymeric carriers, liposomes, and silica have also increased the stability, half-life, and permeability of these enzymes. In this review, summarize recent advances in the smart immobilization of microbial enzymes and their development as precision nanomedicine for the treatment of cancer, thrombosis, phenylketonuria (PKU), and wound healing. We also discuss the challenges and measures to be adopted for the successful clinical translation of these formulations.
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Affiliation(s)
- Nikita Jangra
- Medical Microbiology and Bioprocess Technology Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak, Haryana, India
| | - Anubhuti Kawatra
- Medical Microbiology and Bioprocess Technology Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak, Haryana, India
| | - Bharti Datten
- Medical Microbiology and Bioprocess Technology Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak, Haryana, India
| | - Shefali Gupta
- Department of Industrial Microbiology, Sam Higginbottom University of Agriculture Technology and Sciences (SHUATS), Allahabad, Uttar Pradesh
| | - Pooja Gulati
- Medical Microbiology and Bioprocess Technology Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak, Haryana, India.
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7
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Burggraaf-van Delft JLI, van Rein N, Bemelmans RHH, van den Berg JWK, Bruggeman CY, Cloos-van Balen M, Coppens M, Eefting M, Ende-Verhaar Y, van Es N, van Guldener C, de Jong WK, Kleijwegt F, Koster T, Kroon C, Kuipers S, Leentjens J, Luijten D, Mairuhu ATA, Meijer K, van de Ree MA, Roos R, Schrover I, Swart-Heikens J, van der Velden AWG, van den Akker-van Marle EM, le Cessie S, Geersing GJ, Middeldorp S, Huisman MV, Klok FA, Cannegieter SC. Tailored anticoagulant treatment after a first venous thromboembolism: protocol of the Leiden Thrombosis Recurrence Risk Prevention (L-TRRiP) study - cohort-based randomised controlled trial. BMJ Open 2024; 14:e078676. [PMID: 38521524 PMCID: PMC10961563 DOI: 10.1136/bmjopen-2023-078676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 02/06/2024] [Indexed: 03/25/2024] Open
Abstract
INTRODUCTION Patients with a first venous thromboembolism (VTE) are at risk of recurrence. Recurrent VTE (rVTE) can be prevented by extended anticoagulant therapy, but this comes at the cost of an increased risk of bleeding. It is still uncertain whether patients with an intermediate recurrence risk or with a high recurrence and high bleeding risk will benefit from extended anticoagulant treatment, and whether a strategy where anticoagulant duration is tailored on the predicted risks of rVTE and bleeding can improve outcomes. The aim of the Leiden Thrombosis Recurrence Risk Prevention (L-TRRiP) study is to evaluate the outcomes of tailored duration of long-term anticoagulant treatment based on individualised assessment of rVTE and major bleeding risks. METHODS AND ANALYSIS The L-TRRiP study is a multicentre, open-label, cohort-based, randomised controlled trial, including patients with a first VTE. We classify the risk of rVTE and major bleeding using the L-TRRiP and VTE-BLEED scores, respectively. After 3 months of anticoagulant therapy, patients with a low rVTE risk will discontinue anticoagulant treatment, patients with a high rVTE and low bleeding risk will continue anticoagulant treatment, whereas all other patients will be randomised to continue or discontinue anticoagulant treatment. All patients will be followed up for at least 2 years. Inclusion will continue until the randomised group consists of 608 patients; we estimate to include 1600 patients in total. The primary outcome is the combined incidence of rVTE and major bleeding in the randomised group after 2 years of follow-up. Secondary outcomes include the incidence of rVTE and major bleeding, functional outcomes, quality of life and cost-effectiveness in all patients. ETHICS AND DISSEMINATION The protocol was approved by the Medical Research Ethics Committee Leiden-Den Haag-Delft. Results are expected in 2028 and will be disseminated through peer-reviewed journals and during (inter)national conferences. TRIAL REGISTRATION NUMBER NCT06087952.
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Affiliation(s)
| | - Nienke van Rein
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Remy H H Bemelmans
- Department of Internal Medicine, Ziekenhuis Gelderse Vallei, Ede, Gelderland, The Netherlands
| | | | - Coty Y Bruggeman
- Department of Internal Medicine, Martini Ziekenhuis, Groningen, Groningen, The Netherlands
| | - Marissa Cloos-van Balen
- Department of Internal Medicine, Groene Hart Ziekenhuis, Gouda, Zuid-Holland, The Netherlands
| | - Michiel Coppens
- Department of Vascular Medicine, Amsterdam UMC Location AMC, Amsterdam, Noord-Holland, The Netherlands
- Pulmonary Hypertension & Thrombosis, Amsterdam Cardiovascular Sciences, Amsterdam, Noord-Holland, The Netherlands
| | - Matthijs Eefting
- Department of Internal Medicine, Ikazia Ziekenhuis, Rotterdam, Zuid-Holland, The Netherlands
| | - Yvonne Ende-Verhaar
- Department of Internal Medicine, Medisch Centrum Haaglanden, Den Haag, Zuid-Holland, The Netherlands
| | - Nick van Es
- Department of Vascular Medicine, Amsterdam UMC Location AMC, Amsterdam, Noord-Holland, The Netherlands
- Pulmonary Hypertension & Thrombosis, Amsterdam Cardiovascular Sciences, Amsterdam, Noord-Holland, The Netherlands
| | - Coen van Guldener
- Department of Internal Medicine, Amphia Ziekenhuis, Breda, North Brabant, The Netherlands
| | - Wouter K de Jong
- Department of Pulmonology, Ziekenhuis Gelderse Vallei, Ede, Gelderland, The Netherlands
| | - Fleur Kleijwegt
- Department of Internal Medicine, Rode Kruis Ziekenhuis, Beverwijk, Noord-Holland, The Netherlands
| | - Ted Koster
- Department of Internal Medicine, Groene Hart Ziekenhuis, Gouda, Zuid-Holland, The Netherlands
| | - Cees Kroon
- Department of Internal Medicine, Ziekenhuis Nij Smellinghe, Drachten, Friesland, The Netherlands
| | - Saskia Kuipers
- Department of Internal Medicine, ADRZ, Goes, Zeeland, The Netherlands
| | - Jenneke Leentjens
- Department of Internal Medicine, Radboud university medical center, Nijmegen, Gelderland, The Netherlands
| | - Dieuwke Luijten
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Albert T A Mairuhu
- Department of Internal Medicine, Haga Hospital, Den Haag, Zuid-Holland, The Netherlands
| | - Karina Meijer
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Marcel A van de Ree
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Rick Roos
- Department of Internal Medicine, Haga Hospital, Den Haag, Zuid-Holland, The Netherlands
| | - Ilse Schrover
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Janneke Swart-Heikens
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | | | | | - Saskia le Cessie
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
- Department of Clinical Epidemiology, Leids Universitair Medisch Centrum, Leiden, The Netherlands
| | - Geert-Jan Geersing
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Saskia Middeldorp
- Department of Internal Medicine, Radboud university medical center, Nijmegen, Gelderland, The Netherlands
| | - Menno V Huisman
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Frederikus A Klok
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Suzanne C Cannegieter
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
- Department of Medicine-Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
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8
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Bertoletti L, Girard P, Elias A, Espitia O, Schmidt J, Couturaud F, Mahé I, Sanchez O. Recurrent venous thromboembolism in anticoagulated cancer patients: Diagnosis and treatment. Arch Cardiovasc Dis 2024; 117:84-93. [PMID: 38065753 DOI: 10.1016/j.acvd.2023.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 11/17/2023] [Indexed: 12/27/2023]
Abstract
Patients with cancer are at significantly increased risk of venous thromboembolism (VTE), due both to the impact of malignant disease itself and to the impact of certain anticancer drugs on haemostasis. This is true both for first episode venous thromboembolism and recurrence. The diagnosis and management of VTE recurrence in patients with cancer poses particular challenges, and these are reviewed in the present article, based on a systematic review of the relevant scientific literature published over the last decade. Furthermore, it is uncertain whether diagnostic algorithms for venous thromboembolism, validated principally in untreated non-cancer patients, are also valid in anticoagulated cancer patients: the available data suggests that clinical decision rules and D-dimer testing perform less well in this clinical setting. In patients with cancer, computed tomography pulmonary angiography and venous ultrasound appear to be the most reliable diagnostic tools for diagnosis of pulmonary embolism and deep vein thrombosis respectively. Options for treatment of venous thromboembolism include low molecular weight heparins (at a therapeutic dose or an increased dose), fondaparinux or oral direct factor Xa inhibitors. The choice of treatment should take into account the nature (pulmonary embolism or VTE) and severity of the recurrent event, the associated bleeding risk, the current anticoagulant treatment (type, dose, adherence and possible drug-drug interactions) and cancer progression.
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Affiliation(s)
- Laurent Bertoletti
- Service de médecine vasculaire et thérapeutique, CHU de Saint-Étienne, INSERM, UMR1059, Équipe Dysfonction Vasculaire et Hémostase, Université Jean-Monnet, INSERM, CIC-1408, CHU Saint-Etienne, Saint-Etienne, France; F-CRIN INNOVTE network, Saint-Etienne, France.
| | - Philippe Girard
- Institut du thorax Curie-Montsouris, institut mutualiste Montsouris, Paris, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Antoine Elias
- Service de cardiologie et de médecine vasculaire, délégation recherche clinique et innovation, centre hospitalier intercommunal Toulon La Seyne-sur-Mer, Toulon, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Olivier Espitia
- Service de médecine interne et vasculaire, institut du thorax, Nantes université, CHU de Nantes, Inserm UMR 1087-CNRS UMR 6291, Team III Vascular & Pulmonary diseases, Nantes, France
| | - Jeannot Schmidt
- Service d'urgence, CHU de Clermont-Ferrand, LAPSCO-UMR UBP-CNRS 6024, Université Clermont Auvergne, Clermont-Ferrand, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Francis Couturaud
- Département de médecine interne, médecine vasculaire et pneumologie, CHU de Brest, Inserm U1304-GETBO, université de Brest, Brest, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Isabelle Mahé
- Service de médecine interne, hôpital Louis-Mourier, AP-HP, Colombes, France; Université Paris Cité, Inserm UMR S1140, innovations thérapeutiques en hémostase, Paris, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Olivier Sanchez
- Université Paris Cité, Inserm UMR S1140, innovations thérapeutiques en hémostase, Paris, France; Service de pneumologie et de soins intensifs, Hôpital européen Georges-Pompidou, AP-HP, Paris, France; F-CRIN INNOVTE network, Saint-Etienne, France
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9
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Glise Sandblad K, Schulman S, Rosengren A, Sörbo J, Philipson J, Hansson PO. Association of type of oral anticoagulation with risk of bleeding in 45,114 patients with venous thromboembolism during initial and extended treatment-A nationwide register-based study. J Intern Med 2023; 294:743-760. [PMID: 37641391 DOI: 10.1111/joim.13712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
BACKGROUND Safety data for different anticoagulant medications in venous thromboembolism (VTE) are scarce, in particular for extended treatment. OBJECTIVES To compare major bleeding rates depending on the choice of anticoagulation during initial (first 6 months) and extended treatment (6 months up to 5 years). METHODS A nationwide register-based study including cancer-free patients with a first-time VTE between 2014 and 2020. Cox proportional hazards models were used to compare bleeding rates. RESULTS We included 6558 patients on warfarin, 18,196 on rivaroxaban, and 19,498 on apixaban. At 6 months, 4750 (72.4%) remained on warfarin, 11,366 (62.5%) on rivaroxaban, and 11,940 (61.2%) on apixaban. During initial treatment, major bleeding rates were 3.86 (95% CI 3.14-4.58), 2.93 (2.55-3.31), and 1.95 (1.65-2.25) per 100 patient-years for warfarin, rivaroxaban, and apixaban, respectively, yielding adjusted hazard ratios (aHRs) of 0.89 (95% CI 0.71-1.12) for rivaroxaban versus warfarin, 0.55 (0.43-0.71) for apixaban versus warfarin, and 0.62 (0.50-0.76) for apixaban versus rivaroxaban. During extended treatment, major bleeding rates were 1.55 (1.19-1.91), 1.05 (0.85-1.26), and 0.96 (0.78-1.15) per 100 patient-years for warfarin, rivaroxaban, and apixaban, respectively, with aHRs of 0.72 (0.53-0.99) for rivaroxaban versus warfarin, 0.60 (0.44-0.82) for apixaban versus warfarin, and 0.85 (0.64-1.12) for apixaban versus rivaroxaban. Previous bleeding and increasing age were risk factors for bleeding both during initial and extended treatment. CONCLUSION Apixaban had a lower bleeding risk than warfarin or rivaroxaban during initial treatment. During extended treatment, bleeding risk was similar for apixaban and rivaroxaban, and higher with warfarin.
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Affiliation(s)
- Katarina Glise Sandblad
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, Geriatrics and Emergency Medicine, Region Västra Götaland, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
| | - Sam Schulman
- Department of Medicine, Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Annika Rosengren
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, Geriatrics and Emergency Medicine, Region Västra Götaland, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
| | - Jan Sörbo
- Department of Clinical Physiology, Region Västra Götaland, Sahlgrenska University Hospital/Sahlgrenska, Gothenburg, Sweden
| | - Jacob Philipson
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, Geriatrics and Emergency Medicine, Region Västra Götaland, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
| | - Per-Olof Hansson
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, Geriatrics and Emergency Medicine, Region Västra Götaland, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
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10
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Arce-Huamani MA, Barboza JJ, Martínez-Herrera JF, Torres-Roman JS, Maguiña JL. Efficacy and Safety of Apixaban versus Dalteparin as a Treatment for Cancer-Associated Venous Thromboembolism: A Systematic Review and Meta-Analysis. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1867. [PMID: 37893585 PMCID: PMC10607997 DOI: 10.3390/medicina59101867] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/06/2023] [Accepted: 10/18/2023] [Indexed: 10/29/2023]
Abstract
Background and Objectives: Venous thromboembolism (VTE) is common in cancer patients. Anticoagulant therapy with low-molecular-weight heparins (LMWHs) and direct oral anticoagulants (DOACs), such as dalteparin and apixaban, have demonstrated efficacy and safety. However, more comparative research of these drugs is still needed. This study aimed to synthesize evidence on the efficacy of apixaban compared to dalteparin in reducing recurrent VTE, major bleeding, and clinically relevant non-major bleeding associated with cancer. Materials and Methods: We systematically searched the PubMed, Scopus, Web of Science, Embase, Cochrane Library, and ClinicalTrials databases up to 5 January 2023, for randomized controlled trials comparing apixaban versus dalteparin as treatment for cancer-associated VTE. Five studies were included. Effects according to meta-analyses were reported as relative risks (RRs) and their 95% confidence intervals (CIs). Results: It was found that 33 of 734 (4.5%) patients treated with apixaban and 56 of 767 (7.3%) with dalteparin had recurrent VTE as the efficacy outcome (RR 0.49, 95% CI 0.15-1.58, I2 38%). Major bleeding occurred in 25 of 734 patients treated with apixaban (3.4%) and 27 of 767 with dalteparin (3.5%) (RR 1.29, 95% CI 0.31-5.27, I2 59%). Likewise, clinically relevant non-major bleeding occurred in 64 of 734 patients treated with apixaban (8.7%) and 46 of 767 (5.9%) with dalteparin (RR 1.52, 95% CI 1.05-2.19, I2 0%). Conclusions: Apixaban showed a lower risk of recurrent VTE than dalteparin in patients with cancer-associated VTE, albeit with no statistical difference. Statistical significance was observed for no major clinically relevant bleeding but not for major bleeding.
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Affiliation(s)
- Miguel A. Arce-Huamani
- Facultad de Ciencias de la Salud, Universidad Cientifica del Sur, Lima 15067, Peru;
- Cancer Research Networking, Universidad Cientifica del Sur, Lima 15067, Peru; (J.F.M.-H.); (J.S.T.-R.)
| | - Joshuan J. Barboza
- Centro de Investigación en Epidemiología y Medicina Basada en Evidencia, Universidad Norbert Wiener, Lima 13007, Peru;
| | - José Fabián Martínez-Herrera
- Cancer Research Networking, Universidad Cientifica del Sur, Lima 15067, Peru; (J.F.M.-H.); (J.S.T.-R.)
- Cancer Center, Medical Center American British Cowdray, Mexico City 01120, Mexico
| | - J. Smith Torres-Roman
- Cancer Research Networking, Universidad Cientifica del Sur, Lima 15067, Peru; (J.F.M.-H.); (J.S.T.-R.)
- Latin American Network for Cancer Research (LAN–CANCER), Lima 11702, Peru
| | - Jorge L. Maguiña
- Facultad de Ciencias de la Salud, Universidad Cientifica del Sur, Lima 15067, Peru;
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11
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Fang MC, Reynolds K, Fan D, Prasad PA, Sung SH, Portugal C, Garcia E, Go AS. Clinical Outcomes of Direct Oral Anticoagulants vs Warfarin for Extended Treatment of Venous Thromboembolism. JAMA Netw Open 2023; 6:e2328033. [PMID: 37581888 PMCID: PMC10427945 DOI: 10.1001/jamanetworkopen.2023.28033] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 06/29/2023] [Indexed: 08/16/2023] Open
Abstract
Importance Extending the duration of oral anticoagulation for venous thromboembolism (VTE) beyond the initial 3 to 6 months of treatment is often recommended, but it is not clear whether clinical outcomes differ when using direct oral anticoagulants (DOACs) or warfarin. Objective To compare rates of recurrent VTE, hospitalizations for hemorrhage, and all-cause death among adults prescribed DOACs or warfarin whose anticoagulant treatment was extended beyond 6 months after acute VTE. Design, Setting, and Participants This cohort study was conducted in 2 integrated health care delivery systems in California with adults aged 18 years or older who received a diagnosis of incident VTE between 2010 and 2018 and completed at least 6 months of oral anticoagulant treatment with DOACs or warfarin. Patients were followed from the end of the initial 6-month treatment period until discontinuation of anticoagulation, occurrence of an outcome event, health plan disenrollment, or end of the study follow-up period (December 31, 2019). Data were obtained from the Kaiser Permanente Virtual Data Warehouse and electronic health records. Data analysis was conducted from March 2022 to January 2023. Exposure Dispensed prescriptions of DOACs or warfarin after a 6-month initial treatment for VTE. Main Outcomes and Measures The primary outcomes were rates per 100 person-years of recurrent VTE, hospitalizations for hemorrhage, and all-cause death. Comparison of DOAC and warfarin outcomes were performed using multivariable Cox proportional hazards regression. Results A total of 18 495 patients (5477 [29.6%] aged ≥75 years; 8973 women [48.5%]) with VTE who were treated with at least 6 months of anticoagulation were identified, of whom 2134 (11.5%) were receiving DOAC therapy and 16 361 (88.5%) were receiving warfarin therapy. Unadjusted event rates were lower for patients receiving DOAC therapy than warfarin therapy for recurrent VTE (event rate per 100 person-years, 2.92 [95% CI, 2.29-3.54] vs 4.14 [95% CI, 3.90-4.38]), hospitalizations for hemorrhage (event rate per 100 person-years, 1.02 [95% CI, 0.66-1.39] vs 1.81 [95% CI, 1.66-1.97]), and all-cause death (event rate per 100 person-years, 3.79 [95% CI, 3.09-4.49] vs 5.40 [95% CI, 5.13-5.66]). After multivariable adjustment, DOAC treatment was associated with a lower risk of recurrent VTE (adjusted hazard ratio [aHR], 0.66; 95% CI, 0.52-0.82). For patients prescribed DOAC treatment, the risks of hospitalization for hemorrhage (aHR, 0.79; 95% CI, 0.54-1.17) and all-cause death (aHR, 0.96; 95% CI, 0.78-1.19) were not significantly different than those for patients prescribed warfarin treatment. Conclusions and Relevance In this cohort study of patients with VTE who continued warfarin or DOAC anticoagulation beyond 6 months, DOAC treatment was associated with a lower risk of recurrent VTE, supporting the use of DOACs for the extended treatment of VTE in terms of clinical outcomes.
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Affiliation(s)
- Margaret C. Fang
- Division of Hospital Medicine, University of California, San Francisco
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
- Department of Health System Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Dongjie Fan
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Priya A. Prasad
- Division of Hospital Medicine, University of California, San Francisco
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Cecilia Portugal
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Elisha Garcia
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Alan S. Go
- Department of Health System Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Medicine, University of California, San Francisco
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Department of Medicine, Stanford University, Palo Alto, California
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12
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Soler-Espejo E, Esteve-Pastor MA, Rivera-Caravaca JM, Roldan V, Marín F. Reducing bleeding risk in patients on oral anticoagulation therapy. Expert Rev Cardiovasc Ther 2023; 21:923-936. [PMID: 37905915 DOI: 10.1080/14779072.2023.2275662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 10/23/2023] [Indexed: 11/02/2023]
Abstract
INTRODUCTION Oral anticoagulation (OAC) significantly mitigates thromboembolism risks in atrial fibrillation (AF) and venous thromboembolism (VTE) patients yet concern about major bleeding events persist. In fact, clinically relevant hemorrhages can be life-threatening. Bleeding risk is dynamic and influenced by factors such as age, new comorbidities, and drug therapies, and should not be assessed solely based on static baseline factors. AREAS COVERED We comprehensively review the bleeding risk associated with OAC therapy. Emphasizing the importance of assessing both thromboembolic and bleeding risks, we present clinical tools for estimating stroke and systemic embolism (SSE) and bleeding risk in AF and VTE patients. We also address overlapping risk factors and the dynamic nature of bleeding risk. EXPERT OPINION The OAC management is undergoing constant transformation, motivated by the primary objective of mitigating thromboembolism and bleeding hazards, thereby amplifying patient safety throughout the course of treatment. The future of OAC embraces personalized approaches and innovative therapies, driven by advanced pathophysiological insights and technological progress. This holds promise for improving patient outcomes and revolutionizing anticoagulation practices.
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Affiliation(s)
- Eva Soler-Espejo
- Department of Hematology and Hemotherapy, Hospital General Universitario Morales Meseguer, University of Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), Murcia, Spain
| | - María Asunción Esteve-Pastor
- Department of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), CIBERCV, Murcia, Spain
| | - José Miguel Rivera-Caravaca
- Faculty of Nursing, University of Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), CIBERCV, Murcia, Spain
| | - Vanessa Roldan
- Department of Hematology and Hemotherapy, Hospital General Universitario Morales Meseguer, University of Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), Murcia, Spain
| | - Francisco Marín
- Department of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), CIBERCV, Murcia, Spain
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13
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Khan F, Coyle D, Thavorn K, van Katwyk S, Tritschler T, Hutton B, Le Gal G, Rodger MA, Fergusson DA. Indefinite Anticoagulant Therapy for First Unprovoked Venous Thromboembolism : A Cost-Effectiveness Study. Ann Intern Med 2023. [PMID: 37364263 DOI: 10.7326/m22-3559] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Clinical practice guidelines recommend indefinite anticoagulation for a first unprovoked venous thromboembolism (VTE). OBJECTIVE To estimate the benefit-harm tradeoffs of indefinite anticoagulation in patients with a first unprovoked VTE. DESIGN Markov modeling study. DATA SOURCES Systematic reviews and meta-analyses for the long-term risks and case-fatality rates of recurrent VTE and major bleeding. Published literature for costs, quality of life, and other clinical events. TARGET POPULATION Patients with a first unprovoked VTE who have completed 3 to 6 months of initial anticoagulant treatment. TIME HORIZON Lifetime. PERSPECTIVE Canadian health care public payer. INTERVENTION Indefinite anticoagulation with direct oral anticoagulants. OUTCOME MEASURES Recurrent VTE events, major bleeding events, costs in 2022 Canadian dollars (CAD), and quality-adjusted life-years (QALYs). RESULTS OF BASE-CASE ANALYSIS When compared with discontinuing anticoagulation after initial treatment in a hypothetical cohort of 1000 patients aged 55 years, indefinite anticoagulation prevented 368 recurrent VTE events, which included 14 fatal pulmonary emboli, but induced an additional 114 major bleeding events, which included 30 intracranial hemorrhages and 11 deaths from bleeding. Indefinite anticoagulation cost CAD $16 014 more per person and did not increase QALYs (-0.075 per person). RESULTS OF SENSITIVITY ANALYSIS Model results were most sensitive to the case-fatality rate of major bleeding and the annual risk for major bleeding during extended anticoagulation. LIMITATION The model assumed that risks for recurrent VTE and major bleeding measured in clinical trials at 1 year remained constant during extended anticoagulation. CONCLUSION Clinicians should use shared decision making to incorporate individual patient preferences and values when considering treatment duration for unprovoked VTE. PRIMARY FUNDING SOURCE Canadian Institutes of Health Research.
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Affiliation(s)
- Faizan Khan
- O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada (F.K.)
| | - Doug Coyle
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada (D.C.)
| | - Kednapa Thavorn
- School of Epidemiology and Public Health, University of Ottawa; and Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada (K.T.)
| | | | - Tobias Tritschler
- Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland (T.T.)
| | - Brian Hutton
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada (B.H.)
| | - Grégoire Le Gal
- Clinical Epidemiology Program, Ottawa Hospital Research Institute; and Department of Medicine, University of Ottawa and The Ottawa Hospital, Ottawa, Ontario, Canada (G.L.G.)
| | - Marc A Rodger
- Department of Medicine, McGill University, Montreal, Québec, Canada (M.A.R.)
| | - Dean A Fergusson
- School of Epidemiology and Public Health, University of Ottawa; Clinical Epidemiology Program, Ottawa Hospital Research Institute; and Department of Medicine, University of Ottawa and The Ottawa Hospital, Ottawa, Ontario, Canada (D.A.F.)
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14
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Role of factor VIII, IX, and XI in venous thrombosis recurrence risk in adults and children: A systematic review. Res Pract Thromb Haemost 2023; 7:100064. [PMID: 36852262 PMCID: PMC9958483 DOI: 10.1016/j.rpth.2023.100064] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/05/2022] [Accepted: 01/03/2023] [Indexed: 02/05/2023] Open
Abstract
Background Predicting recurrent venous thromboembolic events (VTEs) is challenging in clinical practice for both adults and children, but it is relevant for clinical management. Identifying laboratory risk factors for VTE recurrence may aid in clinical decision-making. Objective The goal of this systematic review is to investigate the predictive role of FVIII, IX, or XI in recurrent VTE in adult and pediatric patients with a first VTE. Methods A systematic review of the published literature was conducted in databases MEDLINE In-Process, Other Nonindexed Citations, MEDLINE Epub Ahead of Print, EMBASE Classic + EMBASE (OvidSP), and Cochrane (Wiley). We included observational and interventional studies that comprised adults or children with a first VTE, FVIII, FIX, and/or FXI and objectively confirmed VTE recurrence. The quality in prognosis studies tool was used to assess the risk of bias. Results We identified 2177 unique studies, of which 19 were included (18 for adults and 1 for children). The risk of bias was overall low to moderate. The studies were heterogenous with regards to population (provoked/unprovoked primary VTE), exposure (type of assay and cut-off values), and statistical analysis results (measures of association and modeling strategy). In adults, contradictory evidence was found for FVIII and FXI as outcome predictors, while no research could establish if FIX predicts VTE recurrence. Data in pediatrics were limited. Given the extensive heterogeneity of the literature, a meta-analysis was not performed. Conclusions Overall, there is contradictory evidence that FVIII, FIX, or FXI predict recurrent VTE in adults and children. Addressing heterogeneity is a relevant aspect to consider in future studies investigating prognostic factors for VTE recurrence.
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15
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Khan F, Thavorn K, Coyle D, van Katwyk S, Tritschler T, Hutton B, Le Gal G, Rodger M, Fergusson D. Protocol for a modelling study to assess the clinical and cost-effectiveness of indefinite anticoagulant therapy for first unprovoked venous thromboembolism. BMJ Open 2023; 13:e053927. [PMID: 36609323 PMCID: PMC9827190 DOI: 10.1136/bmjopen-2021-053927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION Deciding whether to stop or extend anticoagulant therapy indefinitely after completing at least 3 months of initial treatment for a first unprovoked venous thromboembolism (VTE) remains a challenge for clinicians, patients and policy makers. Guidelines suggest an indefinite duration of anticoagulant therapy in these patients, yet its benefits, harms and costs have not been formally assessed. The aim of this proposed modelling study is to assess the differences in clinical benefits, harms and costs of stopping versus continuing anticoagulant therapy indefinitely for a first unprovoked VTE. METHODS AND ANALYSIS We will develop a probabilistic Markov model, adopting a 1-month cycle length and a lifetime horizon, to estimate life-years, quality-adjusted life-years, costs and the incremental cost-effectiveness ratios for a simulated population of patients with a first unprovoked VTE who will receive indefinite duration of anticoagulant therapy versus a population who will not receive extended treatment after completing 3 months of initial anticoagulant therapy. The economic evaluation will adopt a third-party payer perspective relating to a Canadian publicly funded healthcare system. Estimates for the probability of relevant clinical events will be informed by systematic reviews and meta-analyses, while costs and utility values will be obtained from published Canadian sources. Stratified analyses based on sex, age and site of initial VTE will also be performed to identify subgroups of patients with a first unprovoked VTE in whom continuing anticoagulant therapy indefinitely might prove to be clinically beneficial and cost-effective over stopping treatment. We will also conduct sensitivity and scenario analyses to assess robustness of study findings to changes in individual or groups of key parameters. ETHICS AND DISSEMINATION Ethical approval is not applicable for this study. The results will be disseminated through presentations at relevant conferences and in a manuscript that will be submitted to a peer-reviewed journal.
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Affiliation(s)
- Faizan Khan
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Kednapa Thavorn
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Doug Coyle
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Sasha van Katwyk
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Tobias Tritschler
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of General Internal Medicine, Inselspital University Hospital Bern, Bern, Switzerland
| | - Brian Hutton
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Gregoire Le Gal
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Medicine, The Ottawa Hospital, University of Ottawa, Ottawa, Ontario, Canada
| | - Marc Rodger
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Medicine, Faculty of Medicine, McGill University, Montreal, Québec, Canada
| | - Dean Fergusson
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Medicine, The Ottawa Hospital, University of Ottawa, Ottawa, Ontario, Canada
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16
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Overall haemostatic potential (OHP) assay can risk stratify for venous thromboembolism recurrence in anticoagulated patients. J Thromb Thrombolysis 2023; 55:32-41. [PMID: 35908244 PMCID: PMC9925515 DOI: 10.1007/s11239-022-02686-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/17/2022] [Indexed: 10/16/2022]
Abstract
Assessing the risk of recurrent venous thromboembolism (VTE), particularly when patients are anticoagulated, remains a major challenge largely due to the lack of biomarkers. Blood was sampled from adult VTE patients recruited between January 2018 and September 2020, while receiving therapeutic anticoagulation. Results were compared to 144 healthy subjects (34.7% male, median age 42 years). Overall haemostatic potential (OHP) assay, a spectrophotometric assay, was performed on platelet-poor plasma, in which fibrin formation (triggered by small amounts of thrombin (overall coagulation potential, OCP)) and fibrinolysis (by the addition of thrombin and tissue plasminogen activator (OHP)) are simultaneously measured. Results were obtained from 196 patients (52.6% male, mean age 57.1 years). Compared to healthy subjects, VTE patients displayed significantly higher OCP (39.6 vs 34.5 units, p < 0.001) and OHP (9.3 vs 6.4 units, p < 0.001) as well as lower overall fibrinolytic potential (75.6 v s81.1%, p < 0.001). All 16 VTE recurrences, including 11 unprovoked, occurred above an OCP cut-off of 40th percentile (recurrence rate 4.32/100 patient-years (100PY), 95% confidence interval (CI) 2.39-7.80, p = 0.002). Of 97 patients who subsequently discontinued anticoagulation, all unprovoked VTE recurrences (n = 9) occurred above the 40th OCP percentile (recurrence rate 9.10/100PY, 95% CI 4.74-17.49, p = 0.005) and the 40th OHP percentile (recurrence rate 8.46/100PY, 95% CI 4.40-16.25, p = 0.009). Our pilot study demonstrates that the OHP assay can detect a hypercoagulable and hypofibrinolytic state in anticoagulated VTE patients and may be able to risk stratify VTE recurrence, allowing for more individualised decision on long-term anticoagulation. Further larger prospective studies are required.
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17
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Safety and Efficacy of Rivaroxaban for Extended-Phase Anticoagulation of Patients with Unprovoked or Recurrent Venous Thromboembolism: Real-Life Data from the MAC Project. Life (Basel) 2022; 12:life12101657. [PMID: 36295091 PMCID: PMC9604582 DOI: 10.3390/life12101657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/25/2022] [Accepted: 10/14/2022] [Indexed: 11/29/2022] Open
Abstract
Venous thromboembolism (VTE) is a major cause of death in the world. After the acute-phase treatment, the optimal duration of anticoagulation is still debatable. The latest guidelines suggest maintaining long-term anticoagulation in patients with cancer-associated thrombosis (CAT) or with unprovoked VTE and a low bleeding risk. Methods: The MAC Project is an ongoing prospective-cohort, multi-center, observational study in Italy. The project aims to collect real-life clinical information in unselected patients given oral anticoagulants for VTE over a 5-year follow-up period. There were no exclusion criteria, except for life expectancy <6 months and refusal to sign the informed consent form or to attend the planned follow-up visit. All patients were followed-up prospectively with clinical controls scheduled at 3, 6, and 12 months after the index event, and then annually for up to 5 years. The primary efficacy and safety outcomes were symptomatic recurrent VTE and major bleeding. Results: We analyzed 450 consecutive patients treated with rivaroxaban and referred them to the MAC Project database for unprovoked or recurrent VTE. Of these, 267 (55%) were unprovoked VTE, and 377 (87%) were symptomatic. We followed up with the patients for a mean of 22 months (Q1 10.7; Q3 37.4 months). Recurrent VTE occurred in 12 patients on rivaroxaban treatment (IR 1.7 per 100 person-years). Males had more recurrence than women. During the follow-up period, we recorded 13 (2.9%) major bleeding, 12 (2.7%) clinically relevant non-major bleeding, 8 minor bleeding, and no fatal bleeding events. Overall, bleeding events occurred in 33 (7.3%) patients, most occurring within the first 2 years of treatment. In addition, we observed a statistically significant higher incidence of bleeding in patients with a baseline HAS-BLED score of 3 to 4 compared with those with a score of 0 to 2, with most events occurring during the first 3 months of treatment (RR 5.9). Discussion: Rivaroxaban appears to be safe and effective for the long-term treatment of patients with recurrent or unprovoked VTE. Our results match previously published data, and we are confident that the continuation of the follow-up for up to 5 years will confirm these outcomes.
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Lui B, Wee B, Lai J, Khattak Z, Kwok A, Donarelli C, Ho P, Lim HY. A ten-year review of the impact of the transition from warfarin to direct oral anticoagulant - Has venous thromboembolism treatment become safer? Thromb Res 2022; 219:112-120. [PMID: 36162254 DOI: 10.1016/j.thromres.2022.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 08/20/2022] [Accepted: 09/09/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND The introduction of direct oral anticoagulants (DOAC) has resulted in a paradigm shift in the management of venous thromboembolism (VTE). We evaluate the impact of the transition to DOAC, over the last decade, on overall VTE clinical outcomes including in first unprovoked major VTEs. METHOD A retrospective analysis of all VTE admissions in non-cancer patients from January 2011 to December 2020 at Northern Health, Victoria, Australia. "Warfarin era" included events that occurred between January 2011 and December 2014 and "DOAC era" from January 2016. RESULTS There were 2687 cases involving 2508 patients (45.9 % males; median age 63 years). 98 % were symptomatic and 1261 events (47 %) were unprovoked. 1003 events occurred during the warfarin era (79 % warfarin, 6 % DOAC) and 1479 during the DOAC era (18 % warfarin, 70 % DOAC). While recurrent thrombosis during the acute phase of treatment was comparable, there were fewer recurrences during the long-term preventative phase of treatment in the DOAC era compared to warfarin era (HR 0.602, 95 % CI: 0.393-0.924, p0.020). Clinically significant bleeding events were lower in the DOAC era (HR 0.623, 95 % CI: 0.395-0.985, p = 0.043). A subanalysis of first unprovoked major VTE events (n = 602) demonstrated a significant reduction in recurrent VTE during the long-term preventative phase of treatment in the DOAC era (HR 0.296, 95 % CI: 0.097-0.901, p = 0.032) with no difference in clinically significantly bleeding rates (HR 0.529, 95 % CI 0.219-1.280, p = 0.158) between the eras. CONCLUSION Treatment outcomes for VTE appear to have improved over time with reduced rate of thrombotic and clinically significant bleeding complications in the DOAC era.
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Affiliation(s)
- Brandon Lui
- Department of Haematology, Northern Health, Epping, VIC, Australia.
| | - Benjamin Wee
- Department of Haematology, Northern Health, Epping, VIC, Australia
| | - Jeffrey Lai
- Department of Haematology, Northern Health, Epping, VIC, Australia
| | - Zille Khattak
- Department of Haematology, Northern Health, Epping, VIC, Australia
| | - Anna Kwok
- Department of Haematology, Northern Health, Epping, VIC, Australia
| | | | - Prahlad Ho
- Department of Haematology, Northern Health, Epping, VIC, Australia; Department of Medicine (Northern Health), University of Melbourne, Heidelberg, VIC, Australia
| | - Hui Yin Lim
- Department of Haematology, Northern Health, Epping, VIC, Australia; Department of Medicine (Northern Health), University of Melbourne, Heidelberg, VIC, Australia
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19
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Hashimoto H, Imai S, Kiyomi A, Sugiura M. Effectiveness and safety of extended treatment with direct oral anticoagulants for venous thromboembolism in Japan: A retrospective cohort study using claims data. THROMBOSIS UPDATE 2022. [DOI: 10.1016/j.tru.2022.100113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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20
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Eagle GE, Schulman S. High factor VIII levels and recurrent thromboembolism in patients with and without inflammatory bowel disease: a retrospective comparative study. TH OPEN 2022; 6:e147-e153. [PMID: 35707621 PMCID: PMC9192184 DOI: 10.1055/a-1827-7464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 04/04/2022] [Indexed: 11/23/2022] Open
Abstract
Background
The natural course of elevated factor VIII (FVIII) in patients with venous thromboembolism (VTE) and with or without inflammatory bowel disease (IBD) is not well described. Furthermore, the data on effectiveness and safety of extended anticoagulation in these patients are limited.
Methods
We performed a retrospective chart review of all patients with VTE who had an elevated FVIII level (>1.5 IU/mL) during a period of 16 years. FVIII levels, duration of anticoagulation, recurrent thromboembolic events, and bleeding requiring hospitalization were captured and compared between patients with and without IBD.
Results
Fourteen patients with IBD and 66 without IBD were followed for 8.0 years (standard deviation [SD] = ± 3.5) and 5.6 years (SD = ± 5.1), respectively. Among the 41 patients with repeat levels, FVIII remained elevated in most patients. None of the IBD patients had thromboembolic events or major bleeding during a mean of 5.6 years (SD = ± 5.1) of anticoagulation. Three of five IBD patients who stopped anticoagulation had thromboembolic events at a median of 9 months after stopping, observed event rate of 12 per 100 patient-years. For the 66 non-IBD patients, the event rates of thromboembolism on and off anticoagulation were 1.6 and 7.2 per 100 patient-years, respectively, and of major bleeding on anticoagulation 0.8 per 100 patient-years.
Conclusion
Elevated FVIII in patients with VTE is often a persistent risk factor. The cohort with VTE and elevated FVIII that we analyzed appeared to have a favorable benefit/risk ratio of extended anticoagulation.
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Affiliation(s)
| | - Sam Schulman
- Department of Obstetrics and Gynecology, I M Sechenov First Moscow State Medical University, Moskva, Russian Federation
- Medicine, McMaster University, Hamilton, Canada
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Khan F, Rahman A, Tritschler T, Carrier M, Kearon C, Weitz JI, Schulman S, Couturaud F, Becattini C, Agnelli G, Brighton T, Lensing AW, Pinede L, Parpia S, Geersing GJ, Takada T, Bradbury C, Andreozzi GM, Palareti G, Prandoni P, Buller HR, Mallick R, Hutton B, Thavorn K, Le Gal G, Rodger M, Fergusson DA. Long-term risk of major bleeding after discontinuing anticoagulation for unprovoked venous thromboembolism: a systematic review and meta-analysis. Thromb Haemost 2021; 122:1186-1197. [PMID: 34753191 DOI: 10.1055/a-1690-8728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND The long-term risk of major bleeding after discontinuing anticoagulant therapy for a first unprovoked venous thromboembolism (VTE) is uncertain. OBJECTIVES To determine the incidence of major bleeding up to 5 years after discontinuing anticoagulation for a first unprovoked VTE. METHODS We searched MEDLINE, EMBASE, and Cochrane CENTRAL (from inception to January 2021) to identify relevant randomized controlled trials (RCTs) and prospective cohort studies reporting major bleeding after discontinuing anticoagulation in patients with a first unprovoked VTE who had completed ≥3 months of initial treatment. Unpublished data on major bleeding events and person-years were obtained from authors of included studies to calculate study-level incidence rates. Random-effects meta-analysis was used to pool results across studies. RESULTS Of 1123 records identified by the search, 20 studies (17 RCTs) and 8740 patients were included in the analysis. During 13 011 person-years of follow-up after discontinuing anticoagulation, the pooled incidence of major bleeding (n=41) and fatal bleeding (n=7) per 100 person-years was 0.35 (95% confidence interval [CI], 0.20-0.54) and 0.09 (95% CI, 0.05-0.15). The 5-year cumulative incidence of major bleeding was of 1.0% (95% CI, 0.4%-2.4%). The case-fatality rate of major bleeding after discontinuing anticoagulation was 19.9% (95% CI, 10.6%-31.1%). CONCLUSIONS Patients with a first unprovoked VTE have a non-trivial risk of major bleeding once anticoagulants are discontinued. Estimates from this study can help clinicians counsel patients about the incremental risk of major bleeding with extended anticoagulation to guide decision making about treatment duration for unprovoked VTE.
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Affiliation(s)
- Faizan Khan
- Ottawa Hospital Research Institute, Ottawa, Canada
| | | | - Tobias Tritschler
- Department of General Internal Medicine, Bern University Hospital, Bern, Switzerland
| | - Marc Carrier
- Department of Medicine. University of Ottawa, Ottawa Hospital Research Institute, Ottawa, Canada
| | | | - Jeffrey I Weitz
- Departments of Medicine and Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada.,The Thrombosis and Atherosclerosis Research Institute, Hamilton, Canada
| | | | - Francis Couturaud
- Department of internal medicine and chest diseases, Brest University Hospital Centre, Brest, France
| | - Cecilia Becattini
- Internal and Cardiovascular Medicine,Department of Internal Medicine, University of Perugia, Perugia, Italy
| | - Giancarlo Agnelli
- Internal and Cardiovascular Medicine,Department of Internal Medicine, University of Perugia, Perugia, Italy
| | - Timothy Brighton
- Prince of Wales Hospital and Community Health Services, Randwick, Australia
| | | | - Laurent Pinede
- Infirmerie Protestante de Lyon, Caluire et Cuire, France
| | | | | | | | - Charlotte Bradbury
- University of Bristol, Bristol, United Kingdom of Great Britain and Northern Ireland
| | | | | | | | - H R Buller
- Amsterdam UMC Locatie AMC, Amsterdam, Netherlands
| | | | - Brian Hutton
- Ottawa Hospital Research Institute, Ottawa, Canada
| | - Kednapa Thavorn
- ICES @uOttawa, University of Ottawa Faculty of Medicine, Ottawa, Canada
| | - Grégoire Le Gal
- Thrombosis Program, Division of Hematology, Department of Medicine, University of Ottawa, Ottawa, Canada.,Clinical Epidemiology Unit, Ottawa Health Research Institute, Ottawa, Canada.,Université de Bretagne Occidentale, Brest, France.,INNOVTE (INvestigation Network On Venous ThromboEmbolism) F-CRIN (French Clinical Research Infrastructure) Network, Saint Etienne, France
| | - Marc Rodger
- Medicine, McGill University, Montreal, Canada
| | - Dean A Fergusson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada.,Faculty of Medicine, University of Ottawa, Ottawa, Canada
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