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Mahé I, Carrier M, Mayeur D, Chidiac J, Vicaut E, Falvo N, Sanchez O, Grange C, Monreal M, López-Núñez JJ, Otero-Candelera R, Le Gal G, Yeo E, Righini M, Robert-Ebadi H, Huisman MV, Klok FA, Westerweel P, Agnelli G, Becattini C, Bamias A, Syrigos K, Szmit S, Torbicki A, Verhamme P, Maraveyas A, Cohen AT, Ay C, Chapelle C, Meyer G, Couturaud F, Mismetti P, Girard P, Bertoletti L, Laporte S. Extended Reduced-Dose Apixaban for Cancer-Associated Venous Thromboembolism. N Engl J Med 2025. [PMID: 40162636 DOI: 10.1056/nejmoa2416112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
BACKGROUND In patients with active cancer and venous thromboembolism, whether extended treatment with a reduced dose of an oral anticoagulant is effective in preventing recurrent thromboembolic events and decreasing bleeding is unclear. METHODS We conducted a randomized, double-blind, noninferiority trial with blinded central outcome adjudication. Consecutive patients with active cancer and proximal deep-vein thrombosis or pulmonary embolism who had completed at least 6 months of anticoagulant therapy were randomly assigned in a 1:1 ratio to receive oral apixaban at a reduced (2.5 mg) or full (5.0 mg) dose twice daily for 12 months. The primary outcome was centrally adjudicated fatal or nonfatal recurrent venous thromboembolism, assessed in a noninferiority analysis (margin of 2.00 for the upper boundary of the 95% confidence interval of the subhazard ratio). The key secondary outcome was clinically relevant bleeding, assessed in a superiority analysis. RESULTS A total of 1766 patients underwent randomization at a median time since the index event of 8.0 months (interquartile range, 6.5 to 12.6); 866 patients were assigned to the reduced-dose group, and 900 to the full-dose group. The median treatment duration was 11.8 months (interquartile range, 8.3 to 12.1). Recurrent venous thromboembolism occurred in 18 patients (cumulative incidence, 2.1%) in the reduced-dose group and in 24 (cumulative incidence, 2.8%) in the full-dose group (adjusted subhazard ratio, 0.76; 95% confidence interval [CI], 0.41 to 1.41; P = 0.001 for noninferiority). Clinically relevant bleeding occurred in 102 patients (cumulative incidence, 12.1%) in the reduced-dose group and in 136 (cumulative incidence, 15.6%) in the full-dose group (adjusted subhazard ratio, 0.75; 95% CI, 0.58 to 0.97; P = 0.03). Mortality was 17.7% in the reduced-dose group and 19.6% in the full-dose group (adjusted hazard ratio, 0.96; 95% CI, 0.86 to 1.06). CONCLUSIONS Extended anticoagulation with reduced-dose apixaban was noninferior to full-dose apixaban for the prevention of recurrent venous thromboembolism in patients with active cancer. The reduced dose led to a lower incidence of clinically relevant bleeding complications than the full dose. (Funded by the Bristol-Myers Squibb-Pfizer Alliance; API-CAT ClinicalTrials.gov number, NCT03692065.).
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Affiliation(s)
- Isabelle Mahé
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Louis Mourier, Service de Médecine Interne, Colombes, France
- Université Paris Cité, Paris
- INSERM Unité Mixte de Recherche S970, Paris Cardiovascular Research Center, Team "Endotheliopathy and Hemostasis Disorders," Paris
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
| | - Marc Carrier
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa
| | - Didier Mayeur
- Centre Georges-François Leclerc, Dijon, France
- Unicancer-AFSOS Supportive Care Research Group, Bègles, France
| | - Jean Chidiac
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Louis Mourier, Service de Médecine Interne, Colombes, France
| | - Eric Vicaut
- Université Paris Cité, Paris
- AP-HP, Unité de Recherche Clinique Lariboisière Saint-Louis, Paris
| | - Nicolas Falvo
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- Department of Vascular Pathology, Centre Hospitalier Universitaire (CHU) Dijon-Bourgogne, Dijon, France
| | - Olivier Sanchez
- Université Paris Cité, Paris
- INSERM Unité Mixte de Recherche S970, Paris Cardiovascular Research Center, Team "Endotheliopathy and Hemostasis Disorders," Paris
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- AP-HP, Hôpital Européen Georges Pompidou, Service de Pneumologie et de Soins Intensifs, Paris
| | - Claire Grange
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- Service de Médecine Interne et Médecine Vasculaire, Hospices Civils de Lyon, Lyon, France
| | - Manuel Monreal
- Department of Internal Medicine, Institut de Recerca Germans Trias i Pujol, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona, Barcelona
- Universidad Católica San Antonio de Murcia, Murcia, Spain
| | - Juan J López-Núñez
- Department of Internal Medicine, Institut de Recerca Germans Trias i Pujol, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
- Department of Medicine, Universitat Autònoma de Barcelona, Barcelona
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Madrid
| | - Remedios Otero-Candelera
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Madrid
- Instituto de Biomedicina, Hospital Universitario Virgen del Rocío, Universidad de Sevilla, Seville, Spain
| | - Grégoire Le Gal
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa
| | - Erik Yeo
- University Health Network, Toronto General Hospital, Toronto
| | - Marc Righini
- Division of Angiology and Hemostasis, Faculty of Medicine, Geneva University Hospitals, Geneva
| | - Helia Robert-Ebadi
- Division of Angiology and Hemostasis, Faculty of Medicine, Geneva University Hospitals, Geneva
| | - Menno V Huisman
- Division of Thrombosis and Hemostasis, Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Frederikus A Klok
- Division of Thrombosis and Hemostasis, Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Peter Westerweel
- Department of Internal Medicine, Albert Schweitzer Hospital Dordrecht, Dordrecht, the Netherlands
| | - Giancarlo Agnelli
- Internal Vascular and Emergency Medicine Stroke Unit, University of Perugia, Perugia, Italy
| | - Cecilia Becattini
- Internal Vascular and Emergency Medicine Stroke Unit, University of Perugia, Perugia, Italy
| | - Aristotelis Bamias
- Second Propaedeutic Department of Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, Athens
| | - Kostas Syrigos
- Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University, Athens
| | - Sebastian Szmit
- Department of Pulmonary Circulation, Thromboembolic Diseases, and Cardiology, Center of Postgraduate Medical Education, European Health Center, Otwock, Poland
- Department of Cardio-Oncology, Center of Postgraduate Medical Education, Warsaw, Poland
| | - Adam Torbicki
- Department of Pulmonary Circulation, Thromboembolic Diseases, and Cardiology, Center of Postgraduate Medical Education, European Health Center, Otwock, Poland
| | - Peter Verhamme
- Vascular Medicine and Hemostasis, University Hospitals Leuven, Leuven, Belgium
| | - Anthony Maraveyas
- Hull University Teaching Hospitals NHS Trust, Hull York Medical School, Hull, United Kingdom
| | - Alexander T Cohen
- Guy's and St. Thomas' NHS Foundation Trust Hospital, King's College London, London
| | - Cihan Ay
- Division of Hematology and Hemostaseology, Department of Medicine I, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna
| | - Céline Chapelle
- Service de Pharmacologie Clinique, CHU de Saint-Étienne, Saint-Étienne, France
- Université Jean Monnet, Mines Saint-Étienne, INSERM Unité 1059, Santé Ingéniérie Biologie Saint-Étienne (SAINBIOSE), Saint-Étienne, France
| | - Guy Meyer
- Université Paris Cité, Paris
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
| | - Francis Couturaud
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- INSERM Unité 1304-Groupe d'Étude de la Thrombose de Bretagne Occidentale, Centre d'Investigation Clinique (CIC) INSERM Unité 1412, Universitaire Brest, Brest, France
- Département de Médecine Interne et Pneumologie, CHU Brest, Brest, France
| | - Patrick Mismetti
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- Université Jean Monnet, Mines Saint-Étienne, INSERM Unité 1059, Santé Ingéniérie Biologie Saint-Étienne (SAINBIOSE), Saint-Étienne, France
- Service de Médecine Vasculaire et Thérapeutique, CHU de Saint-Étienne, Saint-Étienne, France
- INSERM CIC 1408, CHU de Saint-Étienne, Saint-Priest-en-Jarez, France
| | - Philippe Girard
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- Département Thoracique, Institut Mutualiste Montsouris, Paris
| | - Laurent Bertoletti
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- Université Jean Monnet, Mines Saint-Étienne, INSERM Unité 1059, Santé Ingéniérie Biologie Saint-Étienne (SAINBIOSE), Saint-Étienne, France
- Service de Médecine Vasculaire et Thérapeutique, CHU de Saint-Étienne, Saint-Étienne, France
- INSERM CIC 1408, CHU de Saint-Étienne, Saint-Priest-en-Jarez, France
| | - Silvy Laporte
- Investigation Network on Venous Thrombo-Embolism-French Clinical Research Infrastructure Network, Saint-Étienne, France
- Service de Pharmacologie Clinique, CHU de Saint-Étienne, Saint-Étienne, France
- Université Jean Monnet, Mines Saint-Étienne, INSERM Unité 1059, Santé Ingéniérie Biologie Saint-Étienne (SAINBIOSE), Saint-Étienne, France
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Lanting VR, van Bergen En Henegouwen K, Bosch FTM, Grosso MA, Segers A, Raskob GE, Kamphuisen TPW, Büller HR, Verhamme P, Weitz JI, Di Nisio M, Carrier M, van Es N, Wang TF. Treatment and outcomes after on-treatment recurrent venous thromboembolism in patients with cancer: a post hoc analysis of the Hokusai venous thromboembolism cancer study. J Thromb Haemost 2025:S1538-7836(25)00120-5. [PMID: 40049418 DOI: 10.1016/j.jtha.2025.02.022] [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: 11/07/2024] [Revised: 02/05/2025] [Accepted: 02/11/2025] [Indexed: 03/28/2025]
Abstract
BACKGROUND The management of recurrent venous thromboembolism (VTE) despite anticoagulant treatment in patients with cancer is uncertain. To address this, we used data from the Hokusai VTE Cancer trial, which compared edoxaban with dalteparin to treat cancer-associated VTE. OBJECTIVES To characterize and evaluate anticoagulant treatment strategies during and after on-treatment recurrent VTE, including the type and dose of anticoagulant. METHODS In this post hoc analysis, all patients with adjudicated on-treatment recurrent VTE within 12 months after randomization were included. Outcomes were second recurrent VTE and major bleeding within 3 months after the first recurrent VTE. RESULTS A total of 67 patients developed on-treatment recurrent VTE while receiving therapeutic-dose edoxaban (31%), therapeutic-dose low-molecular-weight heparin (LMWH) (34%), maintenance-dose LMWH (21%), or other therapies (14%). After the recurrent event, 28 patients (42%) received an increased dose, 35 (52%) a comparable dose, and 4 (6%) a reduced dose or stopped anticoagulants. Common treatment regimens included supratherapeutic-dose LMWH (21%), therapeutic-dose LMWH (51%), direct oral anticoagulants (16%), or another treatment strategy (12%). In the 3 months after recurrent VTE, 6 (9%) patients had a second recurrence and 7 (10%) had major bleeding. CONCLUSION Treatment strategies for recurrent VTE in patients with cancer are heterogeneous. The risk of a second recurrence and major bleeding are considerable. More studies are needed to determine the optimal treatment strategy for recurrent cancer-associated thrombosis.
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Affiliation(s)
- Vincent R Lanting
- Department of Vascular Medicine, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Meibergdreef, Amsterdam, the Netherlands; Department of Internal Medicine, Tergooi MC, Laan van Tergooi, Hilversum, the Netherlands.
| | - Kika van Bergen En Henegouwen
- Department of Vascular Medicine, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Meibergdreef, Amsterdam, the Netherlands
| | - Floris T M Bosch
- Department of Vascular Medicine, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Meibergdreef, Amsterdam, the Netherlands; Department of Internal Medicine, Tergooi MC, Laan van Tergooi, Hilversum, the Netherlands
| | - Michael A Grosso
- Clinical Development, Daiichi Sankyo, Basking Ridge, New Jersey, USA
| | - Annelise Segers
- International Trial Expertise Advisory and Services (ITREAS), Amsterdam, the Netherlands
| | - Gary E Raskob
- University of Oklahoma Health Sciences Center and OU Health, Oklahoma City, Oklahoma, USA
| | - T Pieter Willem Kamphuisen
- Department of Vascular Medicine, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Meibergdreef, Amsterdam, the Netherlands; Department of Internal Medicine, Tergooi MC, Laan van Tergooi, Hilversum, the Netherlands
| | - Harry R Büller
- Department of Vascular Medicine, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Meibergdreef, Amsterdam, the Netherlands
| | - Peter Verhamme
- Department of Cardiovascular Diseases, University Hospitals Leuven, Herestraat, Leuven, Belgium
| | - Jeffrey I Weitz
- Thrombosis and Atherosclerosis Research Institute and Hamilton Health Sciences, Hamilton, Ontario, Canada; Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada; Department of Medical Sciences, McMaster University, Hamilton, Ontario, Canada; Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Marcello Di Nisio
- Department of Medicine and Ageing Sciences, Gabriele D'Annunzio University, Chieti, Italy
| | - Marc Carrier
- Department of Medicine, University of Ottawa at The Ottawa Hospital, Ottawa, Ontario, Canada; Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Nick van Es
- Department of Vascular Medicine, University of Amsterdam, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Meibergdreef, Amsterdam, the Netherlands
| | - Tzu-Fei Wang
- Department of Medicine, University of Ottawa at The Ottawa Hospital, Ottawa, Ontario, Canada; Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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Cohen AT, Wallenhorst C, Rivera M, Ay C, Schaefer B, Abdelgawwad K, Psaroudakis G, Brobert G, Ekbom A, Lee AYY, Khorana AA, Becattini C, Carrier M, Coleman CI, Martinez C. Comparison of Clinical Outcomes in Patients with Active Cancer Receiving Rivaroxaban or Low-Molecular-Weight Heparin: The OSCAR-UK Study. Thromb Haemost 2025; 125:265-277. [PMID: 38301711 PMCID: PMC11858610 DOI: 10.1055/a-2259-0662] [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: 07/07/2023] [Accepted: 12/08/2023] [Indexed: 02/03/2024]
Abstract
BACKGROUND In most patients with cancer-associated venous thromboembolism (CT), essentially those not at high risk of bleeding, guidelines recommend treatment with direct oral anticoagulants as an alternative to low-molecular-weight heparins (LMWHs). Population-based studies comparing these therapies are scarce. OBJECTIVES To compare the risk of venous thromboembolism (VTE) recurrences, significant bleeding, and all-cause mortality in patients with CT receiving rivaroxaban or LMWHs. PATIENTS/METHODS Using UK Clinical Practice Research Datalink data from 2013 to 2020, we generated a cohort of patients with first CT treated initially with either rivaroxaban or LMWH. Patients were observed 12 months for VTE recurrences, significant bleeds (major bleeds or clinically relevant nonmajor bleeding requiring hospitalization), and all-cause mortality. Overlap weighted sub-distribution hazard ratios (SHRs) compared rivaroxaban with LMWH in an intention-to-treat analysis. RESULTS The cohort consisted of 2,259 patients with first CT, 314 receiving rivaroxaban, and 1,945 LMWH, mean age 72.4 and 66.9 years, respectively. In the 12-month observational period, 184 person-years following rivaroxaban and 1,057 following LMWH, 10 and 66 incident recurrent VTE events, 20 and 102 significant bleeds, and 10 and 133 deaths were observed in rivaroxaban and LMWH users, respectively. The weighted SHR at 12 months for VTE recurrences in rivaroxaban compared with LMWH were 0.80 (0.37-1.73); for significant bleeds 1.01 (0.57-1.81); and for all-cause mortality 0.49 (0.23-1.06). CONCLUSION Patients with CT, not at high risk of bleeding, treated with either rivaroxaban or LMWH have comparable effectiveness and safety outcomes. This supports the recommendation that rivaroxaban is a reasonable alternative to LMWH for the treatment of CT.
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Affiliation(s)
- Alexander T. Cohen
- Department of Haematological Medicine, Guy's and St Thomas' NHS Foundation Trust, King's College London, London, United Kingdom
| | | | - Marcella Rivera
- Bayer AG, Berlin, Germany at the time of study conduct, currently affiliated to Janssen Research and Development, Barcelona, Spain
| | - Cihan Ay
- Clinical Division of Haematology and Haemostaseology, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | | | | | | | | | - Anders Ekbom
- Unit of Clinical Epidemiology, Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - Agnes Y. Y. Lee
- Division of Hematology, University of British Columbia and BC Cancer, Vancouver, Canada
| | - Alok A. Khorana
- Cleveland Clinic and Case Comprehensive Cancer Center, Cleveland, Ohio, United States
| | - Cecilia Becattini
- Department of Internal and Emergency Medicine – Stroke Unit, University of Perugia, Perugia, Italy
| | - Marc Carrier
- Department of Medicine, Ottawa Hospital Research Institute at the University of Ottawa, Ottawa, Canada
| | - Craig I. Coleman
- Department of Pharmacy Practice, School of Pharmacy, University of Connecticut, Storrs, Connecticut, United States
| | - Carlos Martinez
- Institute for Epidemiology, Statistics and Informatics GmbH, Frankfurt am Main, Germany
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Mahé I, Benarroch S, Djennaoui S, Hakem R, Ghorbel A, Helfer H, Chidiac J. Cancer-associated thrombosis: what is new? Curr Opin Oncol 2025; 37:150-157. [PMID: 39869014 DOI: 10.1097/cco.0000000000001125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
PURPOSE OF REVIEW The life expectancy of patients suffering from thrombosis associated with cancer has improved significantly, making them a chronic disease. Patients with thrombosis and cancer are fragile. Treated with anticoagulants, they remain at risk of complications. RECENT FINDINGS Consequently, news issues emerge for clinical practice: anticoagulation therapy personalization is required to optimize the benefit ratio, involving patient characteristics and cancer characteristics. During follow-up, prediction score are designed and investigated to help identify and discriminate patients at risk of venous thromboembolism recurrences and major bleedings. Considering the improved prognosis of patients with cancer and cancer-associated thrombosis, the question of extended treatment arises, representing a major unmet need to date. Finally, new strategies, in particular anti-XI agents that appear attractive options, are currently being evaluated in the treatment of thrombosis associated with cancer. SUMMARY The improved prognosis of patients with cancer-associated thrombosis is accompanied by new therapeutic strategies to improve the benefit-risk ratio of anticoagulant treatment in these fragile patients, at risk of both venous thromboembolic recurrence and haemorrhagic complication.
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Affiliation(s)
- Isabelle Mahé
- Paris Cité University, Assistance-Publique-Hôpitaux de Paris (AP-HP), Service de Médecine Interne, Hôpital Louis-Mourier, Inserm, Paris Cardiovascular Research Center, Team « Endotheliopathy and Hemostasis Disorders », Paris, France
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Khamis Z, Araji G, Al Saidi I, Araji M, Wei C, Mustafa A, Barakat S, Chowdhry V, Odaimi M. Cancer-Associated Venous Thromboembolism Among Hospitalized Patients with Solid and Hematological Malignancies: A Comprehensive National Study. Cancers (Basel) 2025; 17:729. [PMID: 40075576 PMCID: PMC11898748 DOI: 10.3390/cancers17050729] [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: 01/16/2025] [Revised: 02/17/2025] [Accepted: 02/19/2025] [Indexed: 03/14/2025] Open
Abstract
INTRODUCTION Venous thromboembolism (VTE) is a major cause of non-cancer-related mortality in cancer patients. Understanding how demographic factors and cancer types influence VTE risk is critical for developing prevention strategies. This study investigates the incidence of VTE in a large cancer patient population, focusing on gender, race, and differences between solid and hematological malignancies. METHODS Data from the National Inpatient Sample (NIS) database were used to identify cancer patients diagnosed with acute VTE. The patients were divided into those with solid and hematological cancers. Key demographic and clinical characteristics were collected, and patients were matched 1:1 using propensity scoring. Statistical analyses, including logistic regression, assessed VTE incidence and its associations with demographic and cancer type variables. A p-value of <0.05 indicated statistical significance. RESULTS Out of 1,233,832 cancer patients, 63,505 (5.1%) were diagnosed with acute VTE. Females had a higher VTE rate than males (5.5% vs. 4.8%, p < 0.001). Racial disparities showed Black patients with the highest incidence (6.4%), followed by White patients (5%). Patients with solid malignancies exhibited a significantly higher incidence of VTE compared to those with hematological malignancies (5.4% vs. 4.1%; p < 0.001), with lung cancer and non-Hodgkin lymphoma mostly associated with VTE. CONCLUSIONS This study identifies demographic and cancer-specific differences in VTE risk, emphasizing the need for personalized prevention. High-risk groups, including those with solid tumors, females, and Black patients, may benefit from targeted strategies to reduce the burden of VTE and improve cancer outcomes.
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Affiliation(s)
- Zaid Khamis
- Department of Internal Medicine, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA; (Z.K.); (I.A.S.); (S.B.)
| | - Ghada Araji
- Department of Internal Medicine, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA; (Z.K.); (I.A.S.); (S.B.)
| | - Ibrahim Al Saidi
- Department of Internal Medicine, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA; (Z.K.); (I.A.S.); (S.B.)
| | - Marian Araji
- School of Medicine, Poznan University of Medical Sciences, 61701 Poznan, Poland;
| | - Chapman Wei
- Department of Internal Medicine, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA; (Z.K.); (I.A.S.); (S.B.)
| | - Ahmad Mustafa
- Department of Cardiology, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA;
| | - Salim Barakat
- Department of Internal Medicine, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA; (Z.K.); (I.A.S.); (S.B.)
| | - Varun Chowdhry
- Department of Internal Medicine, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA; (Z.K.); (I.A.S.); (S.B.)
| | - Marcel Odaimi
- Department of Hematology/Oncology, Northwell Health/Staten Island University Hospital, Staten Island, NY 10305, USA;
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Zuin M, Nohria A, Henkin S, Krishnathasan D, Sato A, Piazza G. Pulmonary Embolism-Related Mortality in Patients With Cancer. JAMA Netw Open 2025; 8:e2460315. [PMID: 39964681 PMCID: PMC11836760 DOI: 10.1001/jamanetworkopen.2024.60315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 12/13/2024] [Indexed: 02/21/2025] Open
Abstract
Importance Acute pulmonary embolism (PE) is a major cause of morbidity and mortality in patients with cancer in the US and worldwide. Objectives To assess the trends in PE-related mortality from 2011 to 2020 among US patients with cancer across age, sex, ethnic and racial groups, urbanicity, and regionality. Design, Setting, and Participants This cohort study used the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research data system to determine national trends in age-adjusted mortality rates (AAMRs) due to acute PE among US patients with cancer aged 15 years or older from January 2011 to December 2020. Concomitant trends in cancer mortality and incidence that may have contributed to PE-related mortality were obtained from US Cancer Statistics. Data were analyzed from September to November 2024. Exposure PE-related mortality. Main Outcomes and Measures The primary outcome was PE-related deaths among individuals with cancer. AAMRs and cancer incidence were assessed using joinpoint regression modeling, expressed as an average annual percentage change (AAPC) with relative 95% CIs. Results From 2011 to 2020, a total of 27 280 194 individuals aged 15 years or older (13 897 519 male [50.9%]; 13 382 675 female [49.1%]) died in the US. The AAMR for PE-related mortality in patients with cancer increased during this time period (AAPC, 2.5%; 95% CI, 1.4% to 3.6%; P = .001), without differences between sexes (P for parallelism = .38). The AAMR increased among those aged 15 to 64 years (AAPC, 3.2%; 95% CI, 1.9% to 4.6%; P = .001), non-Hispanic and non-Latinx White individuals (AAPC, 2.7%; 95% CI, 1.52% to 3.94%; P = .001), non-Hispanic and non-Latinx Black or African American individuals (AAPC, 2.2%; 95% CI, 0.7% to 3.7%; P = .001), Hispanic and Latinx individuals (AAPC, 2.6%; 95% CI, 0.7% to 4.5%; P = .006), and among individuals residing in the Southern US (AAPC, 3.7%; 95% CI, 1.3% to 6.2%; P = .003). During the same period, age-adjusted cancer incidence and cancer-related mortality decreased while the absolute number of new cancer diagnoses and cancer-related deaths increased. Conclusions and Relevance This cohort study found that despite decreases in cancer-related mortality rates, age-adjusted PE-related mortality in US patients with cancer increased over the last decade; concerning trends included rising PE-related mortality in younger individuals aged 15 to 64 years, particular ethnic and racial groups, and the Southern region of the US. Recognition of such patterns may inform further research into thromboprophylaxis and treatment of PE as a complication of cancer and cancer-directed therapy.
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Affiliation(s)
- Marco Zuin
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padova, Padua, Italy
| | - Anju Nohria
- Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Darsiya Krishnathasan
- Thrombosis Research Group, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Alyssa Sato
- Thrombosis Research Group, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Gregory Piazza
- Thrombosis Research Group, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
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Chen K, Zhang Y, Zhang L, Zhang W, Chen Y. Machine learning models for risk prediction of cancer-associated thrombosis: a systematic review and meta-analysis. J Thromb Haemost 2025; 23:610-626. [PMID: 39549838 DOI: 10.1016/j.jtha.2024.11.001] [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: 05/06/2024] [Revised: 10/16/2024] [Accepted: 11/01/2024] [Indexed: 11/18/2024]
Abstract
BACKGROUND Although the number of models for predicting the risk of cancer-associated thrombosis has been rising, there is still a lack of comprehensive assessment for machine learning prediction models. OBJECTIVES This study aimed to critically appraise and quantify the performance studies using machine learning to predict cancer-associated thrombosis. METHODS We conducted searches on PubMed, Embase, The Cochrane Library, Cumulative Index to Nursing and Allied Health Literature, and other related databases for the related publications (from inception to December 1, 2023). The Prediction Model Risk of Bias Assessment Tool checklist was employed to evaluate the risk of bias and applicability. The Grading of Recommendations Assessment, Development and Evaluation system was used to evaluate the quality of evidence in systematic reviews. Meta-analyses were conducted using R (version 4.3.2). RESULTS A total of 32 studies were included. Mostly included literature exhibited a high risk of bias, and the applicability of the prediction models was deemed acceptable. The 21 included studies in the meta-analysis demonstrated the high predictive capacity of the machine learning models for cancer-associated thrombosis. CONCLUSION Most of the prediction models included in the study showed good applicability and excellent prediction performance, but there was a high risk of bias.
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Affiliation(s)
- Keya Chen
- The First School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Ying Zhang
- School of Nursing, Wenzhou Medical University, University Town, Chashan, Wenzhou, Zhejiang, China; Cixi Biomedical Research Institute, Wenzhou Medical University, Cixi, China
| | - Lufang Zhang
- The First School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Wei Zhang
- The First School of Medicine, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yu Chen
- Nursing Department, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Wenzhou, Zhejiang, China.
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8
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Wang Y, Chen Z, He T, Huang C, Shen C. Risk of incident venous thromboembolism in patients with atopic dermatitis: systematic analysis of the literature and meta-analysis. J Thromb Thrombolysis 2025; 58:126-135. [PMID: 39242459 DOI: 10.1007/s11239-024-03038-2] [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] [Accepted: 08/21/2024] [Indexed: 09/09/2024]
Abstract
Atopic dermatitis (AD) is a prevalent chronic inflammatory skin disease. While various inflammatory conditions have been linked to venous thromboembolism (VTE), the risk of VTE among patients with AD remains unclear. We sought to systematically review and meta-analyze population-based studies to determine the association between AD and incident VTE. A systematic review was performed of published studies in PubMed, Web of Science, Embase and Cochrane library from their inception to 27 May 2024. At least two reviewers conducted title/abstract, full-text review and data extraction. Cohort studies examining the association of AD with incident VTE were included. Quality of evidence was assessed using the Newcastle-Ottawa Scale. Six cohort studies, encompassing a total of 10,186,861 participants, were included. The meta-analysis revealed a significantly increased risk for incident VTE among AD patients (pooled hazard ratio (HR), 1.10; 95% CI, 1.00-1.21), with an incidence rate of VTE at 3.35 events per 1000 patient-years. Individual outcome analyses suggested that AD was associated with higher risks of deep vein thrombosis (pooled HR, 1.15; 95% CI, 1.04-1.27) but not pulmonary embolism (pooled HR, 0.99; 95% CI, 0.87-1.13). This systematic review and meta-analysis indicated an increased risk of incident VTE among patients with AD. Future studies are necessary to elucidate the underlying pathophysiology of the association between AD and VTE.
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Affiliation(s)
- Yifei Wang
- Department of Dermatology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Skin Repair and Theranostics, Wuhan, 430022, China
| | - Zhiqiang Chen
- Department of Vascular Surgery, Fuyang Hospital, Anhui Medical University, Fuyang, 236000, China
| | - Ting He
- Department of Dermatology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
- Hubei Engineering Research Center for Skin Repair and Theranostics, Wuhan, 430022, China
| | - Changzheng Huang
- Department of Dermatology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Hubei Engineering Research Center for Skin Repair and Theranostics, Wuhan, 430022, China.
| | - Chen Shen
- Department of Dermatology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
- Hubei Engineering Research Center for Skin Repair and Theranostics, Wuhan, 430022, China.
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Mahé I, Gusto G, Quignot N, Khachatryan A, Chaves J, Moniot A, Andre L, Van Roy S, Mokgokong R, Bertoletti L. Occurrence and management of thrombosis recurrence and bleeding in low-molecular-weight heparin-treated patients with cancer-associated thrombosis: a French nationwide cohort study. Res Pract Thromb Haemost 2025; 9:102642. [PMID: 39868402 PMCID: PMC11759555 DOI: 10.1016/j.rpth.2024.102642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 11/07/2024] [Accepted: 11/19/2024] [Indexed: 01/28/2025] Open
Abstract
Background Rates of venous thromboembolism (VTE) recurrence and bleeding remain high in patients with cancer who are prescribed anticoagulants (ACs) such as low-molecular-weight heparin (LMWH) after an initial VTE event. Objectives To identify patient characteristics associated with VTE recurrence and bleeding in patients receiving LMWH for cancer-associated VTE and to explore secondary AC management and clinical outcomes in these patients. Methods An observational study was conducted using nationwide French data for adults with active cancer who were hospitalized with VTE in 2013-2018 and were reimbursed for LMWH ≤ 30 days after hospital discharge. The main outcomes were VTE recurrence and bleeding. For both outcomes, the proportions of patients who experienced the outcome were calculated for different patient characteristics. AC switching following VTE recurrence and bleeding was tracked using Anatomical Therapeutic Chemical codes. Results A total of 31,771 patients received LMWH, of whom 1925 (6.1%) experienced VTE recurrence and 1804 (5.7%) bleeding. Most recurrent VTE and bleeding events occurred within 6 months after the initial VTE event. The proportion of patients with VTE recurrence and bleeding varied between cancer types. Most patients who experienced VTE recurrence or bleeding continued to receive LMWH. Eleven percent of patients with VTE recurrence experienced a further recurrent VTE event within 3 months. Conclusion More than 10% of patients who received LMWH for cancer-associated VTE experienced VTE recurrence or bleeding. AC management options in this patient population should be prospectively assessed in clinical trials.
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Affiliation(s)
- Isabelle Mahé
- Université Paris Cité, Paris, France
- Assistance Publique des Hôpitaux de Paris, Hôpital Louis Mourier, Service de Médecine Interne, Inserm Unité Mixte de Recherche_S1140, Innovations Thérapeutiques en Hémostase, Paris, France
| | | | | | | | | | | | | | | | | | - Laurent Bertoletti
- Service de Médecine Vasculaire et Thérapeutique, Centre Hospitalo Universitaire de St-Etienne, Saint-Etienne, France
- Institut national de la santé et de la recherche médicale, Unité Mixte de Recherche1059, Equipe Dysfonction Vasculaire et Hémostase, Université Jean-Monnet, Saint-Etienne, France
- Institut national de la santé et de la recherche médicale, Centre d'Investigation Clinique-1408, Centre Hospitalo Universitaire de Saint-Etienne, Saint-Etienne, France
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10
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Akaba K, Akaba E, Oshatuyi O, Ssenkumba B. Thrombotic Risk Assessment, P-Selectin, and Thromboprophylaxis Use Among, Cancer Patients at the University of Calabar Teaching Hospital, Calabar. J Blood Med 2024; 15:501-512. [PMID: 39697764 PMCID: PMC11654208 DOI: 10.2147/jbm.s478192] [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: 05/14/2024] [Accepted: 12/11/2024] [Indexed: 12/20/2024] Open
Abstract
Background Venous thromboembolism is the second leading cause of mortality among cancer patients. The Khorana Risk Assessment Score (KRAS) is widely acknowledged as the most validated tool in this context. Aim To assess the thrombotic risk in cancer patients using the modified Khorana Risk Assessment Score, examine the association between modified KRAS and soluble P-selectin levels, and document the utilization of thromboprophylaxis among cancer patients at the University of Calabar Teaching Hospital. Methods This was a cross-sectional hospital-based recruiting 100 cancer patients. Seven millilitres of blood were collected for complete blood count and P-selectin assay. Continuous variables were expressed as mean and standard deviation, while categorical variables were summarized using frequencies. Chi-square was employed to compare VTE risk status across genders, different cancer types, and guideline compliance. The significance level was set at 0.05. Results Participants age ranged from 19 to 87 years, with a male-to-female ratio of 1:1.6. The most common female cancer was Breast at 40.32% and prostate cancer at 65.79% was the most common in males. Seventy nine percent and 21% of participants had intermediate and high-risk modified KRAS scores respectively. The median level of soluble P-selectin among cancer patients was 23.00 within the interquartile range. Significant associations were observed between cancer types and sex, VTE risk assessment and cancer types, and cancer types and risk score. Conclusion The risk of VTE among cancer patients ranges from intermediate to high, going by the modified Khorana risk score irrespective of the P selectin level, with underutilization of thromboprophylaxis. There is little adherence to the Khorana score in our setting, hence the need for greater application and knowledge of this predictive score in clinical practice to improve outcomes and quality of life.
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Affiliation(s)
- Kingsley Akaba
- Department of Haematology, University of Calabar, Calabar, Cross River State, Nigeria
| | - Edakabasi Akaba
- Department of Pathology, University of Calabar Teaching Hospital, Calabar, Cross River State, Nigeria
| | - Olukayode Oshatuyi
- Department of Pathology, University of Calabar Teaching Hospital, Calabar, Cross River State, Nigeria
| | - Brian Ssenkumba
- Department of Pathology, Kampala International University Western Campus, Ishaka, Uganda
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11
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Yang R, Wang H, Liu D, Li W. Incidence and risk factors of VTE in lung cancer: a meta-analysis. Ann Med 2024; 56:2390200. [PMID: 39183726 PMCID: PMC11348814 DOI: 10.1080/07853890.2024.2390200] [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: 03/05/2024] [Revised: 06/07/2024] [Accepted: 06/24/2024] [Indexed: 08/27/2024] Open
Abstract
BACKGROUND Lung cancer has maintained a high prevalence and mortality. Besides, venous thromboembolism (VTE) is the third most common disease of cardiovascular disease. Lung cancer with VTE usually influenced the overall survival in the follow-up. In the development of lung cancer, vigilance against and early diagnosis of VTE is of significance. METHODS We searched the databases of PubMed, Web of Science, Embase and Cochrane for related research up to 30 November 2023 and extracted information of incidence, odds ratio (OR), hazard ratio (HR) and their 95% confidence intervals (CIs), for evaluating the incidence of VTE and its risk factors. RESULTS A total of 54 articles and 873,292 records were included in our study. The pooled incidences of VTE and PE were 6% and 3%, respectively. Subgroup analysis revealed that the tumour, node and metastasis (TNM) stage (HR= 5.43, 95% CI: 2.42, 12.22), metastasis (HR= 2.67, 95% CI: 1.35, 5.29) and chemotherapy (HR= 2.27, 95% CI: 1.11, 4.65) had major influence on VTE occurrence. CONCLUSIONS Lung cancer complicated with VTE is unignorable, and its occurrence varies widely by tumour staging, tissue type and treatment. The results may aid in clinical decision-making about lung cancer in higher risk with VTE and weather receiving anticoagulant prophylaxis.
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Affiliation(s)
- Ruiyuan Yang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
- State Key Laboratory of Respiratory Health and Multimorbidity, Chengdu, China
| | - Haoyu Wang
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
- State Key Laboratory of Respiratory Health and Multimorbidity, Chengdu, China
| | - Dan Liu
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
- State Key Laboratory of Respiratory Health and Multimorbidity, Chengdu, China
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
- State Key Laboratory of Respiratory Health and Multimorbidity, Chengdu, China
- Precision Medicine Center, Precision Medicine Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- The Research Units of West China, Chinses Academy of Medical Sciences, West China Hospital, Chengdu, China
- Institute of Respiratory Health Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
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12
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Strang P, Schultz T. High Rate of Thromboembolic Events in the Last Year of Life of Cancer Patients: A Registry Study. Cancers (Basel) 2024; 16:4031. [PMID: 39682217 DOI: 10.3390/cancers16234031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 11/27/2024] [Accepted: 11/28/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND/OBJECTIVES Venous thromboembolism (VTE) is associated with cancer, but we wanted to show VTE data for the last year of life, adjusting for age, sex, socioeconomic status and comorbidities. We also wanted to study the possible increase in VTE month by month, as well as time trends from 2015 to 2023. METHODS A cohort of 27,423 deceased people with cancer were analyzed with t-tests, chi-square tests and binary logistic regression models. RESULTS In total, 13.6% had at least one VTE episode during the last year of life and the VTE rate increased month by month (p < 0.0001). In adjusted models, higher VTE rates were associated with younger age and being a woman (p < 0.0001), both for all VTE as well as separately for pulmonary embolism (PE). The VTE rate increased by 47% from 11.1% in 2015 to 16.3% in 2023, and with significant differences for the pre-COVID-19 and COVID-19 years (i.e., 2015-2019 compared to 2020-2023, p < 0.0001). CONCLUSIONS VTE is common in the last year of life and increases month by month. Higher frequencies are associated with female sex but especially with being younger, or having certain cancer forms such as pancreatic, gynecologic or lung cancer. The rate of VTE increased from 2015 to 2023. This is of interest as VTE has been associated with higher treatment intensity and with poorer prognosis and should be considered in the decision-making process.
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Affiliation(s)
- Peter Strang
- Department of Oncology-Pathology, Karolinska Institutet, Stockholms Sjukhem Foundation, Mariebergsgatan 22, SE 112 19 Stockholm, Sweden
- Research and Development Department, Stockholm's Sjukhem Foundation, Mariebergsgatan 22, SE 112 19 Stockholm, Sweden
| | - Torbjörn Schultz
- Research and Development Department, Stockholm's Sjukhem Foundation, Mariebergsgatan 22, SE 112 19 Stockholm, Sweden
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13
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Uno H, Xiong H, Cronin C, Schrag D, Connors JM. Predictors of recurrent venous thromboembolism and major bleeding in patients with cancer: A secondary analysis of the CANVAS trial. Thromb Res 2024; 244:109184. [PMID: 39406159 DOI: 10.1016/j.thromres.2024.109184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/09/2024] [Accepted: 10/11/2024] [Indexed: 11/24/2024]
Abstract
INTRODUCTION Patients with cancer have an increased risk of developing venous thromboembolism (VTE) but also have an increased risk of both recurrent VTE and bleeding with anticoagulation compared to anticoagulated patients without cancer. CANVAS, a randomized pragmatic effectiveness trial, compared the direct oral anticoagulants a class to low molecular weight heparin for treatment of a new VTE in patients with cancer. The aim of this prespecified secondary analysis of the CANVAS trial is to identify predictors of both recurrent VTE and major bleeding in patients with cancer and new VTE. METHODS Data from the 671 participants in the analysis population were used to identify predictors of recurrent VTE and bleeding during the 6-month treatment period. Significant predictors identified in the univariable models were carried forward in the multivariable models to identify independent predictors of both risks. RESULTS Independent predictors of recurrent VTE include ECOG performance status ≥2 (HR, 3.19 [95 % CI, 1.45-7.02]; P < .005), presence of metastatic disease (HR, 2.57 [95 % CI, 1.14-5.80]; P = .023), treatment with bevacizumab (HR, 2.50 [95 % CI, 1.04-5.99]; P = .041), and deep vein thrombosis without pulmonary embolus as index VTE (HR, 1.86 [95 % CI, 1.04-3.33]; P = .037). Independent predictors of major bleeding include serum albumin <3.5 g/dL (HR 1.97 [95 % CI, 1.02-3.79]; P = .044) and metastatic disease (HR 2.80 [95 % CI, 1.08-7.22]; P = .034). CONCLUSION Findings from this pre-specified analysis of the CANVAS trial identified risk factors for recurrent VTE and major bleeding in a population of participants with cancer and new VTE that reflect current oncology clinical practice. Results can be used to identify at risk patients in practice and inform new risk prediction models to improve the care of these patients.
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Affiliation(s)
- Hajime Uno
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Hong Xiong
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Christine Cronin
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Deborah Schrag
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jean M Connors
- Hematology Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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14
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Kim JS, Kwon D, Kim K, Lee SH, Lee SB, Kim K, Kim D, Lee MW, Park N, Choi JH, Jang ES, Cho IR, Paik WH, Lee JK, Ryu JK, Kim YT. Machine learning-based prediction of pulmonary embolism to reduce unnecessary computed tomography scans in gastrointestinal cancer patients: a retrospective multicenter study. Sci Rep 2024; 14:25359. [PMID: 39455658 PMCID: PMC11511972 DOI: 10.1038/s41598-024-75977-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
This study aimed to develop a machine learning (ML) model for predicting pulmonary embolism (PE) in patients with gastrointestinal cancers, a group at increased risk for PE. We conducted a retrospective, multicenter study analyzing patients who underwent computed tomographic pulmonary angiography (CTPA) between 2010 and 2020. The study utilized demographic and clinical data, including the Wells score and D-dimer levels, to train a random forest ML model. The model's effectiveness was assessed using the area under the receiver operating curve (AUROC). In total, 446 patients from hospital A and 139 from hospital B were included. The training set consisted of 356 patients from hospital A, with internal validation on 90 and external validation on 139 patients from hospital B. The model achieved an AUROC of 0.736 in hospital A and 0.669 in hospital B. The ML model significantly reduced the number of patients recommended for CTPA compared to the conventional diagnostic strategy (hospital A; 100.0% vs. 91.1%, P < 0.001, hospital B; 100.0% vs. 93.5%, P = 0.003). The results indicate that an ML-based prediction model can reduce unnecessary CTPA procedures in gastrointestinal cancer patients, highlighting its potential to enhance diagnostic efficiency and reduce patient burden.
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Affiliation(s)
- Joo Seong Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Dongguk University College of Medicine, Dongguk University Ilsan Hospital, Goyang-si, Korea
| | - Doyun Kwon
- Interdisciplinary Program of Medical Informatics, Seoul National University College of Medicine, Seoul, Korea
| | - Kyungdo Kim
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, 27708, USA
- Transdisciplinary Department of Medicine & Advanced Technology, Seoul National University Hospital, Seoul, Korea
| | - Sang Hyub Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
| | - Seung-Bo Lee
- Department of Medical Informatics, Keimyung University School of Medicine, 1095, Dalgubeol-daero, Dalseo-gu, Daegu, 42601, Republic of Korea.
| | - Kwangsoo Kim
- Transdisciplinary Department of Medicine & Advanced Technology, Seoul National University Hospital, Seoul, Korea
- Department of Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Dongmin Kim
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Min Woo Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Namyoung Park
- Department of Medicine, Kyung Hee University Gangdong Hospital, Seoul, Korea
| | - Jin Ho Choi
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Sun Jang
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam-si, Korea
| | - In Rae Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Woo Hyun Paik
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jun Kyu Lee
- Department of Internal Medicine, Dongguk University College of Medicine, Dongguk University Ilsan Hospital, Goyang-si, Korea
| | - Ji Kon Ryu
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Yong-Tae Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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Lanting VR, Takada T, Bosch FTM, Marshall A, Grosso MA, Young AM, Lee AYY, Di Nisio M, Raskob GE, Kamphuisen PW, Büller HR, van Es N. Risk of Recurrent Venous Thromboembolism in Patients with Cancer: An Individual Patient Data Meta-analysis and Development of a Prediction Model. Thromb Haemost 2024. [PMID: 39299270 DOI: 10.1055/a-2418-3960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
BACKGROUND About 7% of patients with cancer-associated venous thromboembolism (CAT) develop a recurrence during anticoagulant treatment. Identification of high-risk patients may help guide treatment decisions. AIM To identify clinical predictors and develop a prediction model for on-treatment recurrent CAT. METHODS For this individual patient data meta-analysis, we used data from four randomized controlled trials evaluating low-molecular-weight heparin or direct oral anticoagulants (DOACs) for CAT (Hokusai VTE Cancer, SELECT-D, CLOT, and CATCH). The primary outcome was adjudicated on-treatment recurrent CAT during a 6-month follow-up. A clinical prediction model was developed using multivariable logistic regression analysis with backward selection. This model was validated using internal-external cross-validation. Performance was assessed by the c-statistic and a calibration plot. RESULTS After excluding patients using vitamin K antagonists, the combined dataset comprised 2,245 patients with cancer and acute CAT who were treated with edoxaban (23%), rivaroxaban (9%), dalteparin (47%), or tinzaparin (20%). Recurrent on-treatment CAT during the 6-month follow-up occurred in 150 (6.7%) patients. Predictors included in the final model were age (restricted cubic spline), breast cancer (odds ratio [OR]: 0.42; 95% confidence interval [CI]: 0.20-0.87), metastatic disease (OR: 1.44; 95% CI: 1.01-2.05), treatment with DOAC (OR: 0.66; 95% CI: 0.44-0.98), and deep vein thrombosis only as an index event (OR: 1.72; 95% CI: 1.31-2.27). The c-statistic of the model was 0.63 (95% CI: 0.54-0.72) after internal-external cross-validation. Calibration varied across studies. CONCLUSION The prediction model for recurrent CAT included five clinical predictors and has only modest discrimination. Prediction of recurrent CAT at the initiation of anticoagulation remains challenging.
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Affiliation(s)
- Vincent R Lanting
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
- Department of Internal Medicine, Tergooi Hospital, Hilversum, The Netherlands
| | - Toshihiko Takada
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of General Medicine, Shirakawa Satellite for Teaching and Research (STAR), Fukushima Medical University, Fukushima, Japan
| | - Floris T M Bosch
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
- Department of Internal Medicine, Tergooi Hospital, Hilversum, The Netherlands
| | - Andrea Marshall
- Warwick Clinical Trials Unit, University of Warwick, Coventry, United Kingdom
| | - Michael A Grosso
- Clinical Development, Daiichi Sankyo, Basking Ridge, New Jersey, United States
| | - Annie M Young
- Warwick Clinical Trials Unit, University of Warwick, Coventry, United Kingdom
- Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Agnes Y Y Lee
- Division of Hematology, University of British Columbia, British Columbia Cancer Agency, Vancouver BC, Canada
| | - Marcello Di Nisio
- Department of Medicine and Ageing Sciences, Gabriele D'Annunzio University, Chieti, Italy
| | - Gary E Raskob
- University of Oklahoma Health Sciences Center and OU Health, Oklahoma City, Oklahoma, United States
| | - Pieter W Kamphuisen
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
- Department of Internal Medicine, Tergooi Hospital, Hilversum, The Netherlands
| | - Harry R Büller
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
| | - Nick van Es
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands
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16
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Ide T, Araki T, Koizumi T. Thromboembolism during immune checkpoint inhibitor therapy: frequency and risk factors. Discov Oncol 2024; 15:527. [PMID: 39367999 PMCID: PMC11455762 DOI: 10.1007/s12672-024-01416-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 10/01/2024] [Indexed: 10/07/2024] Open
Abstract
BACKGROUND Thromboembolism (TE) is a well-known complication during chemotherapy in cancer patients. However, the risk of TE associated with immune checkpoint inhibitors (ICIs) is unknown. This study was performed to investigate the incidence of TE and associated risk factors in patients treated with ICIs. METHODS We conducted a retrospective chart survey of patients receiving at least one ICI at Shinshu University Hospital between September 2014 and October 2021. Age, sex, cancer type, body mass index, medical history, laboratory data at commencement of treatment, and medication data were obtained from electronic medical records. TE events (venous thromboembolism [VTE], arterial thromboembolism [ATE]) were identified after ICI initiation. RESULTS The study population consisted of 548 patients with a median age of 70.0 (19-89) years, 71.4% men, and a median follow-up of 15.1 months (range; 0.16-72.0 months). Nivolumab was the most commonly used ICI (45.8%), followed by pembrolizumab (23.9%), pembrolizumab plus anticancer drugs (7.8%), and nivolumab plus ipilimumab (5.1%). Thirty-eight cases of TE (6.9%) occurred (22 VTE, 16 ATE). Risk factors significantly associated with TE in multivariate logistic analysis were dyslipidemia (OR 2.44; 95% CI 1.17-5.09; p = 0.017), Khorana score ≥ 2 (HR 2.40; 95% CI 1.14-5.04; p = 0.021). Overall survival was not significantly different from patients without TE (p = 0.963). CONCLUSION These results suggested that the frequency of TE is higher than expected and should be considered and monitored in patients treated with ICIs.
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Affiliation(s)
- Takayuki Ide
- Department of Pharmacy, Shinshu University Hospital, 3-1-1 Asahi Matsumoto-Shi, Nagano, 390-8621, Japan
| | - Taisuke Araki
- First Department of Internal Medicine, Shinshu University School of Medicine, 3-1-1 Asahi Matsumoto-Shi, Nagano, 390-8621, Japan
| | - Tomonobu Koizumi
- Department of Hematology and Medical Oncology, Shinshu University School of Medicine, 3-1-1 Asahi Matsumoto-Shi, Nagano, 390-8621, Japan.
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Zhou W, Chen S, Yang J, Jiang Y, Fang S. Accuracy of the COMPASS-CAT thrombosis risk assessment scale in predicting venous thromboembolism in cancer patients: a meta-analysis. J Thromb Thrombolysis 2024; 57:1193-1205. [PMID: 38981978 DOI: 10.1007/s11239-024-03011-z] [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] [Accepted: 06/02/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVE This systematic review aims to assess the accuracy of the COMPASS-CAT tool in predicting venous thromboembolism (VTE) among cancer patients. METHODS Relevant studies were searched in PubMed, Web of Science, The Cochrane Library, Embase, CINAHL, OVID, CBM, CNKI, WanFang Data, and VIP database from their inception up to April 19, 2023. The quality of studies was appraised using the diagnostic test accuracy study bias assessment tool (QUADAS-2). Quantitative analysis was performed using Stata MP 17.0. RESULTS Thirteen studies involving 8,665 patients were included. Meta-analysis indicated that the COMPASS-CAT score had a pooled sensitivity of 0.76 [95%CI (0.61, 0.86)], specificity of 0.67 [95%CI (0.52, 0.79)], positive likelihood ratio of 2.3 [95%CI (1.7, 3.1)], negative likelihood ratio of 0.36 [95%CI (0.23, 0.54)], diagnostic odds ratio of 6 [95%CI (4, 10)], and an area under the Summary Receiver Operating Characteristic (SROC) curve (AUC) of 0.77 [95%CI (0.74, 0.81)]. Funnel plots indicated no publication bias. Meta-regression and subgroup analysis suggested that country and diagnostic setting might be potential sources of heterogeneity. The sensitivity of the COMPASS-CAT assessment tool in international outpatient settings was 0.94 with an AUC of 0.86, while in domestic inpatient settings, the sensitivity was 0.65 with an AUC of 0.78. CONCLUSION The COMPASS-CAT score had a certain diagnostic value for VTE in cancer patients and can effectively identify patients at risk of VTE. Most studies focus on patients with lung cancer. Future research should investigate more tumor types, and high-quality, large-sample, multi-center prospective studies on larger populations with cancers are warranted.
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Affiliation(s)
- Wei Zhou
- School of Nursing, Shandong Second Medical University, Weifang, Shandong, 261000, China
| | - Shujuan Chen
- School of Nursing, Shandong Second Medical University, Weifang, Shandong, 261000, China
| | - Jinhong Yang
- Medical Oncology, Weifang People's Hospital, Weifang, Shandong, 261000, China
| | - Yihong Jiang
- Medical Oncology, Weifang People's Hospital, Weifang, Shandong, 261000, China
| | - Shirong Fang
- Anesthesia Department, Weifang People's Hospital, 151 Guangwen Street, Kuiwen District, Weifang, Shandong, 261000, China.
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18
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Franco-Moreno A, Morejón-Girón JB, Agudo-Blas P, de Ancos-Aracil CL, Muñoz-Rivas N, Farfán-Sedano AI, Ruiz-Ruiz J, Torres-Macho J, Bustamante-Fermosel A, Alfaro-Fernández N, Ruiz-Giardín JM, Madroñal-Cerezo E. External validation of the RIETE and SOME scores for occult cancer in patients with venous thromboembolism: a multicentre cohort study. Clin Transl Oncol 2024; 26:2685-2692. [PMID: 38724825 DOI: 10.1007/s12094-024-03500-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 04/24/2024] [Indexed: 09/20/2024]
Abstract
INTRODUCTION Venous thromboembolism (VTE) may be the first sign of an undiagnosed cancer. The RIETE and SOME scores aim to identify patients with acute VTE at high risk of occult cancer. In the present study, we evaluated the performance of both scores. METHODS The scores were evaluated in a retrospective cohort from two centers. The area under the receiver-operating characteristics curve (AUC) evaluated the discriminatory performance. RESULTS The RIETE score was applied to 815 patients with provoked and unprovoked VTE, of whom 56 (6.9%) were diagnosed with cancer. Of the 203 patients classified as high-risk, 18 were diagnosed with cancer, representing 32.1% (18/56) of the total cancer diagnoses. In the group of 612 low-risk patients, 67.9% of the cancer cases were diagnosed (38/56). Sensitivity, specificity, negative and positive predictive values, and AUC were 32%, 76%, 94%, 9%, and 0.430 (95% confidence interval [CI], 0.38‒0.47), respectively. The SOME score could be calculated in 418 patients with unprovoked VTE, of whom 33 (7.9%) were diagnosed with cancer. Of the 45 patients classified as high-risk, three were diagnosed with cancer, representing 9.1% (3/33) of the total cancer diagnoses. In the group of 373 low-risk patients, 90.9% of the cancer cases were diagnosed (30/33). Sensitivity, specificity, negative and positive predictive values, and AUC were 33%, 88%, 94%, 20%, and 0.351 (95% CI, 0.27‒0.43), respectively. CONCLUSIONS The performance of both scores was poor. Our results highlight the need to develop new models to identify high-risk patients who may benefit from an extensive cancer screening strategy.
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Affiliation(s)
- Anabel Franco-Moreno
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain.
- Venous Thromboembolism Unit, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain.
| | | | - Paloma Agudo-Blas
- Department of Internal Medicine, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Cristina Lucía de Ancos-Aracil
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
- Venous Thromboembolism Unit, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Nuria Muñoz-Rivas
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain
- Venous Thromboembolism Unit, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain
| | | | - Justo Ruiz-Ruiz
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Juan Torres-Macho
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain
- Department of Medicine, Complutense University, Madrid, Spain
| | - Ana Bustamante-Fermosel
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain
- Department of Medicine, Complutense University, Madrid, Spain
| | - Nuria Alfaro-Fernández
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, Gran Via del Este Avenue, 80, 28031, Madrid, Spain
| | - José Manuel Ruiz-Giardín
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
- CiberInfect, Internal Medicine Department, Hospital Universitario de Fuenlabrada, Madrid, Spain
| | - Elena Madroñal-Cerezo
- Department of Internal Medicine, Hospital Universitario de Fuenlabrada, Madrid, Spain
- Venous Thromboembolism Unit, Hospital Universitario de Fuenlabrada, Madrid, Spain
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Muñoz Martín AJ, Lecumberri R, Souto JC, Obispo B, Sanchez A, Aparicio J, Aguayo C, Gutierrez D, García Palomo A, Benavent D, Taberna M, Viñuela-Benéitez MC, Arumi D, Hernández-Presa MÁ. Prediction model for major bleeding in anticoagulated patients with cancer-associated venous thromboembolism using machine learning and natural language processing. Clin Transl Oncol 2024:10.1007/s12094-024-03586-2. [PMID: 39276289 DOI: 10.1007/s12094-024-03586-2] [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: 04/24/2024] [Accepted: 06/24/2024] [Indexed: 09/16/2024]
Abstract
PURPOSE We developed a predictive model to assess the risk of major bleeding (MB) within 6 months of primary venous thromboembolism (VTE) in cancer patients receiving anticoagulant treatment. We also sought to describe the prevalence and incidence of VTE in cancer patients, and to describe clinical characteristics at baseline and bleeding events during follow-up in patients receiving anticoagulants. METHODS This observational, retrospective, and multicenter study used natural language processing and machine learning (ML), to analyze unstructured clinical data from electronic health records from nine Spanish hospitals between 2014 and 2018. All adult cancer patients with VTE receiving anticoagulants were included. Both clinically- and ML-driven feature selection was performed to identify MB predictors. Logistic regression (LR), decision tree (DT), and random forest (RF) algorithms were used to train predictive models, which were validated in a hold-out dataset and compared to the previously developed CAT-BLEED score. RESULTS Of the 2,893,108 cancer patients screened, in-hospital VTE prevalence was 5.8% and the annual incidence ranged from 2.7 to 3.9%. We identified 21,227 patients with active cancer and VTE receiving anticoagulants (53.9% men, median age of 70 years). MB events after VTE diagnosis occurred in 10.9% of patients within the first six months. MB predictors included: hemoglobin, metastasis, age, platelets, leukocytes, and serum creatinine. The LR, DT, and RF models had AUC-ROC (95% confidence interval) values of 0.60 (0.55, 0.65), 0.60 (0.55, 0.65), and 0.61 (0.56, 0.66), respectively. These models outperformed the CAT-BLEED score with values of 0.53 (0.48, 0.59). CONCLUSIONS Our study shows encouraging results in identifying anticoagulated patients with cancer-associated VTE who are at high risk of MB.
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Affiliation(s)
- Andrés J Muñoz Martín
- Medical Oncology Service, Hospital General Universitario Gregorio Marañón Universidad Complutense, Madrid, Spain.
| | - Ramón Lecumberri
- Hematology Service, Clínica Universidad de Navarra, Pamplona, Spain
- CIBERCV, Carlos III Health Institute, Madrid, Spain
| | - Juan Carlos Souto
- Hematology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
| | - Berta Obispo
- Oncology Department, Infanta Leonor Hospital, Madrid, Spain
| | - Antonio Sanchez
- Oncology Department, Puerta de Hierro Hospital, Madrid, Spain
| | - Jorge Aparicio
- Oncology Department, Polytechnic and University Hospital of La Fé, Valencia, Spain
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Hägg L, Ehrs F, Lind M, Johansson M. Cancer incidence and mortality after a first-ever venous thrombosis: a cohort study in northern Sweden. Thromb J 2024; 22:77. [PMID: 39169417 PMCID: PMC11337770 DOI: 10.1186/s12959-024-00646-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 08/14/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) has a high mortality rate and can be the first manifestation of cancer. We investigated the incidence of cancer after first-ever VTE and the association between VTE and all-cause mortality. METHODS A Swedish cohort study that included 105,997 participants without previous cancer who underwent a health examination from 1985-2014 was conducted. Manually validated first-ever VTE events, incident cancer according to the Swedish cancer registry, and mortality were registered. Participants were followed until September 5, 2014. RESULTS The mean age at inclusion was 46.2 years, and 50.3% of participants were female. We identified 1303 persons in the cohort with a VTE and no previous cancer. Among these, 179 (13.7%) were diagnosed with cancer after the VTE event, resulting in a cancer incidence of 26.4 (95% CI 22.8-30.6) cases per 1000 person-years. The incidence was highest during the first 6 months after the VTE. In the study population, VTE was associated with an increased risk of cancer (HR 1.95 [95% CI 1.67-2.29] in a multivariable model). VTE was also associated with an increased risk of death (HR 6.30 [95% CI 5.82-6.81]) in a multivariable model). There was an interaction between sex and VTE in relation to both risk of cancer and mortality, with a stronger association in women. CONCLUSIONS The incidence of cancer is high after first-ever VTE, especially close to the VTE event. VTE seems to be a stronger risk marker in women than in men for both cancer and death.
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Affiliation(s)
- Lovisa Hägg
- Department of Public Health and Clinical Medicine, Skellefteå Research Unit, Umeå University, Umeå, Sweden.
| | - Felicia Ehrs
- Department of Public Health and Clinical Medicine, Skellefteå Research Unit, Umeå University, Umeå, Sweden
| | - Marcus Lind
- Department of Public Health and Clinical Medicine, Skellefteå Research Unit, Umeå University, Umeå, Sweden
| | - Magdalena Johansson
- Department of Public Health and Clinical Medicine, Skellefteå Research Unit, Umeå University, Umeå, Sweden
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21
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Zhang Y, Zeng J, Bao S, Zhang B, Li X, Wang H, Cheng Y, Zhang H, Zu L, Xu X, Xu S, Song Z. Cancer progression and tumor hypercoagulability: a platelet perspective. J Thromb Thrombolysis 2024; 57:959-972. [PMID: 38760535 DOI: 10.1007/s11239-024-02993-0] [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] [Accepted: 04/26/2024] [Indexed: 05/19/2024]
Abstract
Venous thromboembolism, which is common in cancer patients and accompanies or even precedes malignant tumors, is known as cancer-related thrombosis and is an important cause of cancer- associated death. At present, the exact etiology of the elevated incidence of venous thrombosis in cancer patients remains elusive. Platelets play a crucial role in blood coagulation, which is intimately linked to the development of arterial thrombosis. Additionally, platelets contribute to tumor progression and facilitate immune evasion by tumors. Tumor cells can interact with the coagulation system through various mechanisms, such as producing hemostatic proteins, activating platelets, and directly adhering to normal cells. The relationship between platelets and malignant tumors is also significant. In this review article, we will explore these connections.
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Affiliation(s)
- Yifan Zhang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Jingtong Zeng
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Shihao Bao
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Bo Zhang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Xianjie Li
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Hanqing Wang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Yuan Cheng
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Hao Zhang
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Lingling Zu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Xiaohong Xu
- Colleges of Nursing, Tianjin Medical University, Tianjin, China
| | - Song Xu
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China.
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China.
| | - Zuoqing Song
- Department of Lung Cancer Surgery, Tianjin Medical University General Hospital, Tianjin, China.
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China.
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22
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Linder M, Ekbom A, Brobert G, Vogtländer K, Balabanova Y, Becattini C, Carrier M, Cohen AT, Coleman CI, Khorana AA, Lee AYY, Psaroudakis G, Abdelgawwad K, Rivera M, Schaefer B, Giunta DH. Comparison of rivaroxaban and low molecular weight heparin in the treatment of cancer-associated venous thromboembolism: a Swedish national population-based register study. J Thromb Thrombolysis 2024; 57:973-983. [PMID: 38735015 PMCID: PMC11315776 DOI: 10.1007/s11239-024-02992-1] [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] [Accepted: 04/26/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND Treating cancer-associated venous thromboembolism (CAT) with anticoagulation prevents recurrent venous thromboembolism (rVTE), but increases bleeding risk. OBJECTIVES To compare incidence of rVTE, major bleeding, and all-cause mortality for rivaroxaban versus low molecular weight heparin (LMWH) in patients with CAT. METHODS We developed a cohort study using Swedish national registers 2013-2019. Patients with CAT (venous thromboembolism within 6 months of cancer diagnosis) were included. Those with other indications or with high bleeding risk cancers were excluded (according to guidelines). Follow-up was from index-CAT until outcome, death, emigration, or end of study. Incidence rates (IR) per 1000 person-years with 95% confidence interval (CI) and propensity score overlap-weighted hazard ratios (HRs) for rivaroxaban versus LMWH were estimated. RESULTS We included 283 patients on rivaroxaban and 5181 on LMWH. The IR for rVTE was 68.7 (95% CI 40.0-109.9) for rivaroxaban, compared with 91.6 (95% CI 81.9-102.0) for LMWH, with adjusted HR 0.77 (95% CI 0.43-1.35). The IR for major bleeding was 23.5 (95% CI 8.6-51.1) for rivaroxaban versus 49.2 (95% CI 42.3-56.9) for LMWH, with adjusted HR 0.62 (95% CI 0.26-1.49). The IR for all-cause mortality was 146.8 (95% CI 103.9-201.5) for rivaroxaban and 565.6 (95% CI 541.8-590.2) for LMWH with adjusted HR 0.48 (95% CI 0.34-0.67). CONCLUSIONS Rivaroxaban performed similarly to LMWH for patients with CAT for rVTE and major bleeding. An all-cause mortality benefit was observed for rivaroxaban which potentially may be attributed to residual confounding. TRIAL REGISTRATION NUMBER NCT05150938 (Registered 9 December 2021).
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Affiliation(s)
- Marie Linder
- Department of Medicine Solna, Clinical Epidemiology/ Centre for Pharmacoepidemiology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.
| | - Anders Ekbom
- Department of Medicine Solna, Clinical Epidemiology/ Centre for Pharmacoepidemiology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | | | | | | | - Cecilia Becattini
- Department of Internal and Emergency Medicine, Stroke Unit, University of Perugia, Perugia, Italy
| | - Marc Carrier
- Department of Medicine, Ottawa Hospital Research Institute at the University of Ottawa, Ottawa, Canada
| | - Alexander T Cohen
- Department of Haematological Medicine, Guy's and St Thomas' NHS Foundation Trust, King's College London, London, UK
| | - Craig I Coleman
- School of Pharmacy, University of Connecticut, Storrs, CT, USA
| | - Alok A Khorana
- Cleveland Clinic and Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Agnes Y Y Lee
- University of British Columbia and BC Cancer, Vancouver, Canada
| | | | | | - Marcela Rivera
- Consultant for Bayer AG, Berlin, Germany
- Janssen Research and Development, Barcelona, Spain
| | | | - Diego Hernan Giunta
- Department of Medicine Solna, Clinical Epidemiology/ Centre for Pharmacoepidemiology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
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23
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Zhou H, Jin Y, Chen G, Jin X, Chen J, Wang J. Predictive modeling of lower extreme deep vein thrombosis following radical gastrectomy for gastric cancer: based on multiple machine learning methods. Sci Rep 2024; 14:15711. [PMID: 38977780 PMCID: PMC11231254 DOI: 10.1038/s41598-024-66754-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 07/03/2024] [Indexed: 07/10/2024] Open
Abstract
Postoperative venous thromboembolic events (VTEs), such as lower extremity deep vein thrombosis (DVT), are major risk factors for gastric cancer (GC) patients following radical gastrectomy. Accurately predicting and managing these risks is crucial for optimal patient care. This retrospective case‒control study involved 693 GC patients from our hospital who underwent radical gastrectomy. We collected plentiful and comprehensive clinical indicators including a total of 49 baseline, preoperative, surgical and pathological clinical data. Using univariate logistic regression, we identified potential risk factors, followed by feature selection through the Boruta algorithm. We then constructed the final predictive model using multivariate logistic regression and evaluated it using receiver operating characteristic (ROC) curve analysis, calibration plots, decision curve analysis, and other methods. Additionally, we applied various machine learning techniques, including decision trees and random forests, to assess our model's predictive strength. This retrospective case‒control study involved 693 GC patients from our hospital who underwent radical gastrectomy. We collected plentiful and comprehensive clinical indicators including a total of 49 baseline, preoperative, surgical and pathological clinical data. Using univariate logistic regression, we identified potential risk factors, followed by feature selection through the Boruta algorithm. We then constructed the final predictive model using multivariate logistic regression and evaluated it using receiver operating characteristic (ROC) curve analysis, calibration plots, decision curve analysis, and other methods. Additionally, we applied various machine learning techniques, including decision trees and random forests, to assess our model's predictive strength. Univariate logistic analysis revealed 14 risk factors associated with postoperative lower limb DVT. Based on the Boruta algorithm, six significant clinical factors were selected, namely, age, D-dimer (D-D) level, low-density lipoprotein, CA125, and calcium and chloride ion levels. A nomogram was developed using the outcomes from the multivariate logistic regression analysis. The predictive model showed high accuracy, with an area under the curve of 0.936 in the training set and 0.875 in the validation set. Various machine learning algorithms confirmed its strong predictive capacity. MR analysis revealed meaningful causal relationships between key clinical factors and DVT risk. Based on various machine learning methods, we developed an effective predictive diagnostic model for postoperative lower extremity DVT in GC patients. This model demonstrated excellent predictive value in both the training and validation sets. This novel model is a valuable tool for clinicians to use in identifying and managing thrombotic risks in this patient population.
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Affiliation(s)
- Haiyan Zhou
- Nursing Department, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang, China
| | - Yongyan Jin
- Nursing Department, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang, China
| | - Guofeng Chen
- Department of Gastroenterology Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang, China
| | - Xiaoli Jin
- Department of Gastroenterology Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang, China
| | - Jian Chen
- Department of Gastroenterology Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang, China.
| | - Jun Wang
- Department of Gastroenterology Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang, China.
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Nouhravesh N, Strange JE, Sindet-Pedersen C, Holt A, Tønnesen J, Andersen CF, Nielsen SK, Grove EL, Nielsen D, Schou M, Lamberts M. Impact of breast-, gastrointestinal-, and lung cancer on prognosis in patients with first-time pulmonary embolism: A Danish nationwide cohort study. Int J Cardiol 2024; 406:132001. [PMID: 38561107 DOI: 10.1016/j.ijcard.2024.132001] [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: 10/31/2023] [Revised: 02/28/2024] [Accepted: 03/29/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Pulmonary embolism (PE) is described as a prognostic factor in patients with cancer however, the prognostic impact of PE remains unknown. This study investigated, the 1-year prognosis following PE in patients with breast-, gastrointestinal-, or lung cancer stratified by cancer status. METHODS All Danish patients with first-time PE from 2008 to 2018 were included. Cancer status was categorized as no cancer, history of cancer, non-active cancer and active cancer. Unadjusted and age-stratified 1-year risk of death was estimated using the Kaplan-Meier estimator. Cause of death was reported using the Aalen-Johansen method. RESULTS Of 35,679 patients with PE, 18% had a breast-, gastrointestinal-, or lung cancer. Patients with cancer were older compared with no cancer (69.8 years [IQR: 56.2-79.8]). One-year risk of death (95% confidence interval) for active breast-, gastrointestinal-, and lung cancer was 49.5% (44.0%-54.9%), 75.0% (72.5%-77.4%) and 80.1% (78.0%-82.3%) respectively, compared with 18.9% (18.4%-19.3%) for no cancer. Age-stratified analysis revealed no association with increasing age in non-active lung cancer and all active cancers. Further, non-cardiovascular death accounted for an increasing proportion by cancer status (no cancer < history of cancer < non-active cancer < active cancer). CONCLUSIONS One-year risk of death was dependent on both cancer type and status; no association with age was found for patients with active cancers. Non-cardiovascular death was leading in non-active and active cancers. Thus, the occurrence of first-time PE could be regarded as a marker of cancer severity for patients with breast-, gastrointestinal-, and lung cancer.
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Affiliation(s)
- Nina Nouhravesh
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark.
| | - Jarl E Strange
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark; Department of Cardiology, Rigshospitalet, University of Copenhagen, Denmark
| | | | - Anders Holt
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark; Department of Epidemiology and Biostatistics, School of Population Health, University of Auckland, 85 Park Road, Grafton, Auckland 1142, New Zealand
| | - Jacob Tønnesen
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark
| | | | - Sebastian K Nielsen
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark
| | - Erik L Grove
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Faculty of Health, Aarhus University, Aarhus, Denmark
| | - Dorte Nielsen
- Department of Oncology, Herlev-Gentofte University Hospital, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health, Copenhagen University, Copenhagen, Denmark
| | - Morten Schou
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health, Copenhagen University, Copenhagen, Denmark
| | - Morten Lamberts
- Department of Cardiology, Herlev-Gentofte University Hospital, Copenhagen, Denmark
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Girardi L, Ciuffini LA, Mai V, Santagata D, Ageno W, Wang TF, Carrier M, Le Gal G. Risk of recurrent venous thromboembolism and bleeding in patients with acute isolated subsegmental pulmonary embolism. Thromb Res 2024; 239:109037. [PMID: 38781706 DOI: 10.1016/j.thromres.2024.109037] [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: 02/15/2024] [Revised: 04/04/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024]
Abstract
INTRODUCTION Approximately 10 % of all diagnosed pulmonary embolism are isolated to the subsegmental vessels. The risk of recurrent venous thromboembolism (VTE) in patients with an acute subsegmental pulmonary embolism (SSPE) managed with or without anticoagulant therapy remains poorly understood. METHODS This is an observational cohort study including consecutive adult patients diagnosed with acute isolated SSPE between June 01, 2019, and August 31, 2022. We excluded patients with a concomitant diagnosis of deep vein thrombosis and those who had an indication for long-term anticoagulation. The primary outcome was objectively confirmed recurrent VTE. RESULTS Overall, 118 patients with acute SSPE were included in the analysis. The mean (± standard deviation [SD]) age of the participants was 59 ± 17 years and 44 % of them had active cancer. Mean (±SD) duration of follow-up was 438 ± 426 days. Seventy-seven patients (65 %) were initially treated with anticoagulation, whereas 41 patients (35 %) were not. Of the 77 patients receiving anticoagulant therapy, 23 (30 %) received extended-duration anticoagulation (beyond 3 months) for secondary prevention. Overall, recurrent VTE events occurred in 6/118 (5 %, 95 % CI 2.4 to 10.7) patients. Four events (4/77 = 5.2 %, 95 % CI 2.0 to 12.6) occurred in initially treated patients. Two recurrent VTE occurred in patients initially left untreated (2/41 = 4.9 %, 95 % CI 1.4 to 16.1). Half of the recurrent VTE occurred in patients with active cancer. CONCLUSIONS Most patients diagnosed with an acute SSPE received anticoagulation. The incidence of recurrent VTE detected over time was relatively high, especially in patients with cancer.
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Affiliation(s)
- Laura Girardi
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada; Department of Medicine and Surgery, University of Insubria, Varese, Italy.
| | | | - Vicky Mai
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
| | - Davide Santagata
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Walter Ageno
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Tzu-Fei Wang
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
| | - Marc Carrier
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
| | - Grégoire Le Gal
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Canada
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Potere N, Mahé I, Angchaisuksiri P, Cesarman-Maus G, Tan CW, Rashid A, AlGahtani FH, Imbalzano E, van Es N, Leader A, Olayemi E, Porreca E, Ní Áinle F, Okoye HC, Candeloro M, Mayeur D, Valerio L, Clark RC, Castellucci LA, Barco S, Di Nisio M. Unmet needs and barriers in venous thromboembolism education and awareness among people living with cancer: a global survey. J Thromb Haemost 2024; 22:1973-1983. [PMID: 38582384 DOI: 10.1016/j.jtha.2024.03.019] [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: 11/20/2023] [Revised: 03/02/2024] [Accepted: 03/21/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND Venous thromboembolism (VTE) is a major preventable cause of morbidity, disability, and mortality in subjects with cancer. A global appraisal of cancer-associated VTE education and awareness is not available. OBJECTIVES To evaluate VTE-related education, awareness, and unmet needs from the perspective of people living with cancer using a quantitative and qualitative approach. METHODS This cross-sectional study used data from an online-based survey covering multidimensional domains of cancer-associated VTE. Data are presented descriptively. Potential differences across participant subgroups were explored. RESULTS Among 2262 patients with cancer from 42 countries worldwide, 55.3% received no VTE education throughout their cancer journey, and an additional 8.2% received education at the time of VTE diagnosis only, leading to 63.5% receiving no or inappropriately delayed education. When education was delivered, only 67.8% received instructions to seek medical attention in case of VTE suspicion, and 36.9% reported scarce understanding. One-third of participants (32.4%) felt psychologically distressed when becoming aware of the potential risks and implications connected with cancer-associated VTE. Most responders (78.8%) deemed VTE awareness highly relevant, but almost half expressed concerns about the quality of education received. While overall consistent, findings in selected survey domains appeared to numerically differ across age group, ethnicity, continent of residence, educational level, metastatic status, and VTE history. CONCLUSION This study involving a large and diverse population of individuals living with cancer identifies important unmet needs in VTE-related education, awareness, and support across healthcare systems globally. These findings unveil multilevel opportunities to expedite patient-centered care in cancer-associated VTE prevention and management.
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Affiliation(s)
- Nicola Potere
- Department of Medicine and Ageing Sciences, School of Medicine and Health Sciences, "G. D'Annunzio" University, Chieti, Italy.
| | - Isabelle Mahé
- Innovative Therapies in Haemostasis, INSERM UMR_S1140, INNOVTE-FRIN Université Paris Cité, Assistance Publique des Hôpitaux de Paris, Hôpital Louis Mourier, Paris, France
| | - Pantep Angchaisuksiri
- Division of Hematology, Department of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | | | - Chee Wee Tan
- Department of Hematology, Royal Adelaide Hospital, University of Adelaide, Adelaide, South Australia, Australia
| | - Anila Rashid
- Section of Haematology, Department of Pathology & Laboratory Medicine/Oncology, Aga Khan University Hospital, Karachi, Pakistan
| | - Farjah H AlGahtani
- Division of Hematology-Oncology, Oncology Center, Department of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Egidio Imbalzano
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Nick van Es
- Department of Vascular Medicine, Amsterdam UMC - University of Amsterdam, Amsterdam, The Netherlands; Amsterdam Cardiovascular Sciences, Pulmonary Hypertension and Thrombosis, Amsterdam, The Netherlands
| | - Avi Leader
- Institute of Hematology, Davidoff Cancer Center, Rabin Medical Center, Petah Tikva; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Department of Medicine, Hematology Service, Memorial Sloan Kettering Cancer Center, New York City, New York, USA
| | | | - Ettore Porreca
- Department of Innovative Technologies in Medicine and Dentistry, School of Medicine and Health Sciences, "G. D'Annunzio" University, Chieti, Italy
| | - Fionnuala Ní Áinle
- Department of Hematology, Mater Misericordiae University Hospital and Rotunda Hospital, Dublin, Ireland; School of Medicine, University College, Dublin, Ireland
| | - Helen C Okoye
- Department of Hematology and Immunology, College of Medicine, University of Nigeria, Enugu, Nigeria
| | - Matteo Candeloro
- Department of Innovative Technologies in Medicine and Dentistry, School of Medicine and Health Sciences, "G. D'Annunzio" University, Chieti, Italy
| | - Didier Mayeur
- Medical Oncology, Transversal Department of Supportive Care, Association Francophone des Soins Oncologiques de Support, Centre Georges-François Leclerc, Dijon, France
| | - Luca Valerio
- Centers for Thrombosis and Hemostasis and Cardiology, University Hospital Mainz, Mainz, Germany
| | - R Cary Clark
- Programs and Education, International Society on Thrombosis and Haemostasis, Carrboro, North Carolina, USA
| | - Lana A Castellucci
- Department of Medicine, Ottawa Hospital Research Institute and University of Ottawa, Ottawa, Ontario, Canada
| | - Stefano Barco
- Centers for Thrombosis and Hemostasis and Cardiology, University Hospital Mainz, Mainz, Germany; Department of Angiology, University Hospital Zurich, Zurich, Switzerland
| | - Marcello Di Nisio
- Department of Medicine and Ageing Sciences, School of Medicine and Health Sciences, "G. D'Annunzio" University, Chieti, Italy
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Bugalho A. Pulmonary embolism recurrence diagnosed by endobronchial ultrasound. Pulmonology 2024; 30:410-411. [PMID: 38182471 DOI: 10.1016/j.pulmoe.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 01/07/2024] Open
Affiliation(s)
- A Bugalho
- Pulmonology Department, CUF Tejo Hospital, Lisbon, Portugal; NOVA Medical School, Comprehensive Health Research Center (CHRC), Lisbon, Portugal.
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28
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del Toro Mijares R, Rojas Murguia A, Porres-Aguilar M, Mukherjee D. Anticoagulation in the Management of Acute Pulmonary Embolism-A Review. Int J Angiol 2024; 33:95-100. [PMID: 38846991 PMCID: PMC11152618 DOI: 10.1055/s-0044-1782537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024] Open
Abstract
Venous thromboembolism (VTE) is a very frequent cardiovascular entity that encompasses deep vein thrombosis and pulmonary embolism (PE). This last entity represents a major cause of cardiovascular morbidity and mortality. The incidence of PE and the rate of PE-related morbidity significantly increase with age, race, and underlying medical conditions, such as malignancy. Given the recent advances in diagnostic strategies and algorithms, patients can be risk assessed and treated promptly to avoid disease progression. Anticoagulation is the mainstay of treatment for acute PE that is not hemodynamically unstable. Direct oral anticoagulants, such as apixaban, rivaroxaban, or edoxaban, are currently the preferred agents for the treatment of patients who present with acute PE or for long-term treatment. Treatment duration should be continued for at least 3 months, and all patients should be assessed for extended duration of therapy based on the precipitating factors that led to the development of the VTE. Novel anticoagulant agents targeting factor XI/XIa are currently being investigated in phases 2 and 3 clinical trials, representing an attractive option in anticoagulation therapies in patients with VTE. For hemodynamically unstable patients, systemic thrombolysis is the treatment of choice, and it may also be of benefit-in reduced dose-for patients with intermediate to high risk who are at risk of hemodynamic collapse.
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Affiliation(s)
- Raul del Toro Mijares
- Department of Internal Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, Texas
| | - Adrian Rojas Murguia
- Department of Internal Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, Texas
| | - Mateo Porres-Aguilar
- Department of Internal Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, Texas
| | - Debabrata Mukherjee
- Department of Internal Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, Texas
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Bazarbashi S, El Zawahry HM, Owaidah T, AlBader MA, Warsi A, Marashi M, Dawoud E, Jaafar H, Sholkamy SM, Haddad F, Cohen AT. The Role of Direct Oral Anticoagulants in the Treatment of Cancer-Associated Venous Thromboembolism: Review by Middle East and North African Experts. J Blood Med 2024; 15:171-189. [PMID: 38686358 PMCID: PMC11057512 DOI: 10.2147/jbm.s411520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 03/01/2024] [Indexed: 05/02/2024] Open
Abstract
Venous thromboembolism is a leading cause of morbidity and mortality in patients with active cancer who require anticoagulation treatment. Choice of anticoagulant is based on careful balancing of the risks and benefits of available classes of treatment: vitamin K antagonists, low-molecular-weight heparin (LMWH), and direct oral anticoagulants (DOACs). Results from randomized controlled trials have shown the consistent efficacy of DOACs versus LMWH in the treatment of cancer-associated venous thromboembolism (VTE). However, increased major gastrointestinal bleeding was observed for edoxaban and rivaroxaban, but not apixaban, compared with LMWH dalteparin. Most guidelines recommend DOACs for the treatment of cancer-associated VTE in patients without gastrointestinal or genitourinary cancer, and with considerations for renal impairment and drug-drug interactions. These updates represent a major paradigm shift for clinicians in the Middle East and North Africa. The decision to prescribe a DOAC for a patient with cancer is not always straightforward, particularly in challenging subgroups of patients with an increased risk of bleeding. In patients with gastrointestinal malignancies who are at high risk of major gastrointestinal bleeds, apixaban may be the preferred DOAC; however, caution should be exercised if patients have upper or unresected lower gastrointestinal tumors. In patients with gastrointestinal malignancies and upper or unresected lower gastrointestinal tumors, LMWH may be preferred. Vitamin K antagonists should be used only when DOACs and LMWH are unavailable or unsuitable. In this review, we discuss the overall evidence for DOACs in the treatment of cancer-associated VTE and provide treatment suggestions for challenging subgroups of patients with cancer associated VTE.
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Affiliation(s)
- Shouki Bazarbashi
- Section of Medical Oncology, Oncology Center, King Faisal Specialist Hospital and Research Center, Alfaisal University, Riyadh, Saudi Arabia
| | - Heba Mohamed El Zawahry
- Department of Medical Oncology, The National Cancer Institute, Cairo University, Cairo, Egypt
| | - Tarek Owaidah
- Department of Pathology and Laboratory Medicine, King Faisal Specialist Hospital and Research Center, Alfaisal University, Riyadh, Saudi Arabia
| | | | - Ashraf Warsi
- Department of Adult Hematology, Princess Noorah Oncology Center, King Abdulaziz Medical City, Ministry of National Guard Health Affairs–Western Region, Jeddah, Saudi Arabia
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard Health Affairs–Western Region, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs-Western Region, Jeddah, Saudi Arabia
| | - Mahmoud Marashi
- Hematology Department, Dubai Hospital, Dubai, United Arab Emirates
- Department of Hematology, Mediclinic City Hospital, Dubai, United Arab Emirates
| | - Emad Dawoud
- Department of Oncology, Tawam Hospital, Al Ain, United Arab Emirates
| | - Hassan Jaafar
- Department of Oncology, Sheikh Khalifa Specialty Hospital, Ras Al-Khaimah, United Arab Emirates
| | | | - Fady Haddad
- Vascular and Endovascular Surgery, American University of Beirut Medical Center, Beirut, Lebanon
| | - Alexander T Cohen
- Department of Haematological Medicine, Guy’s and St Thomas’ Hospitals NHS Foundation Trust, King’s College London, London, UK
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30
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Mahé I, Mayeur D, Couturaud F, Scotté F, Benhamou Y, Benmaziane A, Bertoletti L, Laporte S, Girard P, Mismetti P, Sanchez O. [Translation into French and republication of: "Anticoagulant treatment of cancer-associated thromboembolism"]. Rev Med Interne 2024; 45:210-225. [PMID: 38677976 DOI: 10.1016/j.revmed.2024.04.004] [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: 04/29/2024]
Abstract
Venous thromboembolism (VTE) is a frequent and potentially fatal complication in patients with cancer. During the initial period after the thromboembolic event, a patient receiving anticoagulant treatment is exposed both to a risk of VTE recurrence and also to an elevated bleeding risk conferred by the treatment. For this reason, the choice of anticoagulant is critical. The choice should take into account patient-related factors (such as functional status, age, body mass index, platelet count and renal function), VTE-related factors (such as severity or site), cancer-related factors (such as activity and progression) and treatment related factors (such as drug-drug interactions), which all potentially influence bleeding risk, and patient preference. These should be evaluated carefully for each patient during a multidisciplinary team meeting. For most patients, apixaban or a low molecular-weight heparin is the most appropriate initial choice for anticoagulant treatment. Such treatment should be offered to all patients with active cancer for at least 6months. The patient and treatment should be re-evaluated regularly, and anticoagulant treatment changed when necessary. Continued anticoagulant treatment beyond 6months is justified if the cancer remains active or if the patient experienced recurrence of VTE in the first 6months. In other cases, the interest of continued anticoagulant treatment may be considered on an individual patient basis in collaboration with oncologists.
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Affiliation(s)
- I Mahé
- Service de médecine interne, hôpital Louis-Mourier, AP-HP, 92700 Colombes, France; Inserm UMR S1140, Innovations thérapeutiques en hémostase, université Paris Cité, Paris, France; F-CRIN INNOVTE network, Saint-Étienne, France.
| | - D Mayeur
- Département d'oncologie médicale, centre Georges-François-Leclerc, Dijon, France
| | - F Couturaud
- F-CRIN INNOVTE network, Saint-Étienne, France; Département de médecine interne, médecine vasculaire et pneumologie, Inserm U1304-Getbo, université de Brest, CHU de Brest, Brest, France
| | - F Scotté
- Département interdisciplinaire d'organisation des parcours patients (DIOPP), institut Gustave-Roussy, Villejuif, France
| | - Y Benhamou
- F-CRIN INNOVTE network, Saint-Étienne, France; UniRouen, U1096, service de médecine interne, CHU Charles-Nicolle, Normandie université, Rouen, France
| | - A Benmaziane
- Département d'oncologie et de soins de supports, hôpital Foch, Suresnes, France
| | - L Bertoletti
- F-CRIN INNOVTE network, Saint-Étienne, France; Service de médecine vasculaire et thérapeutique, Inserm, UMR1059, équipe dysfonction vasculaire et hémostase, université Jean-Monnet, Inserm CIC-1408, CHU de Saint-Étienne, Saint-Étienne, France
| | - S Laporte
- F-CRIN INNOVTE network, Saint-Étienne, France; Sainbiose Inserm U1059, unité de Recherche clinique, innovation et pharmacologie, hôpital Nord, CHU de Saint-Étienne, université Jean-Monnet, Saint-Étienne, France
| | - P Girard
- F-CRIN INNOVTE network, Saint-Étienne, France; Institut du thorax Curie-Montsouris, Institut mutualiste Montsouris, Paris, France
| | - P Mismetti
- F-CRIN INNOVTE network, Saint-Étienne, France; Service de médecine vasculaire et thérapeutique, hôpital Nord, CHU de Saint-Étienne, Saint-Étienne, France
| | - O Sanchez
- Inserm UMR S1140, Innovations thérapeutiques en hémostase, université Paris Cité, Paris, France; F-CRIN INNOVTE network, Saint-Étienne, France; Service de pneumologie et de soins intensifs, hôpital européen Georges-Pompidou, AP-HP, Paris, France
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31
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Betts MB, Liu X, Junqueira DR, Fahrbach K, Neupane B, Ronnebaum S, Dhamane AD. Risk of Venous Thromboembolism by Cancer Type: A Network Meta-Analysis. Semin Thromb Hemost 2024; 50:328-341. [PMID: 38395064 DOI: 10.1055/s-0044-1779672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Abstract
Patients with cancer have an increased risk of venous thromboembolism (VTE). Comparing tumor-specific VTE risk is complicated by factors such as surgery, disease stage, and chemotherapy. Network meta-analysis (NMA) using cancer types as network nodes enabled us to estimate VTE rates by leveraging comparisons across cancer types while adjusting for baseline VTE risk in individual studies. This study was conducted to estimate the risk of VTE by cancer type and factors influencing VTE risk. The Embase, MEDLINE, and Cochrane Library repositories were systematically searched to identify clinical trials and observational studies published from 2005 to 2022 that assessed the risk of primary cancer-related VTE among two or more distinct cancer types. Studies with similar cancer populations and study methods reporting VTE occurring within 1 year of diagnosis were included in the NMA. Relative VTE rates across cancer types were estimated with random-effects Bayesian NMAs. Absolute VTE rates were calculated from these estimates using the average VTE incidence in lung cancer (the most frequently reported type) as the "anchor." From 2,603 records reviewed, 30 studies were included in this NMA. The general network described 3,948,752 patients and 18 cancer types: 3.1% experienced VTE within 1 year of diagnosis, with cancer-specific rates ranging from 0.7 to 7.4%. Consistent with existing VTE risk prediction tools, pancreatic cancer was associated with higher-than-average VTE risk. Other cancer types with high VTE risk were brain and ovarian cancers. The relative rankings of VTE risk for certain cancers changed based on disease stage and/or receipt of chemotherapy or surgery.
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Affiliation(s)
| | - Xuejun Liu
- Bristol Myers Squibb Company, Lawrenceville, New Jersey
- Department of Health Policy and Management, Gillings School of Public Health, UNC-Chapel Hill, Chapel Hill, North Carolina
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Cohen AT, Wallenhorst C, Choudhuri S, Nassar A, Pollock KG, Martinez C. A Novel Risk Prediction Score for Clinically Significant Bleeding in Patients Anticoagulated for Venous Thromboembolism with Active Cancer. Thromb Haemost 2024; 124:324-336. [PMID: 37527782 DOI: 10.1055/a-2145-7238] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
BACKGROUND Cancer-associated venous thromboembolism (Ca-VTE) treatment with anticoagulation is associated with bleeding complications and there are limited data on risk factors. Current models do not provide accurate bleeding risk prediction. METHODS UK Clinical Practice Research Datalink data (2008-2020) were used to generate a cohort of patients with anticoagulant initiation for first Ca-VTE. Patients were observed up to 180 days for significant bleeding including major bleeding and clinically relevant nonmajor bleeding requiring hospitalization (CRNMB-H). A scoring scheme was developed from sub-distribution hazard ratios, and its discrimination (expressed by the C-statistic) estimated from cross-validation. RESULTS A total of 15,749 patients with Ca-VTE and anticoagulant treatment were included. In total, 537 significant bleeding events, 161 major bleeds, and 376 CRNMB-H were identified after adjudicated review in 4,914 person-years of observation. Incidence rates of 3.3 and 7.7 per 100 person-years were noted for major bleeding and CRNMB-H. Independent predictors of significant bleeding included cancer of the bladder, central nervous system, cervix, kidney, melanoma, prostate and upper gastrointestinal tract, metastases, minor surgery, minor trauma, and history of major bleeding or CRNMB (before or after the Ca-VTE diagnosis). Patients recognized as low, medium, and high risk (30.4, 56.8, and 1.7% of the population, respectively) had a 6-month significant bleeding incidence rate of 5.1, 19.0, and 56.5 per 100 person-years, respectively. Overall C-statistic for significant bleeding was 0.70 (95% confidence interval: 0.65-0.75), and 0.76 (0.68-0.84) and 0.67 (0.61-0.73) for major bleeding and for CRNMB-H, respectively. CONCLUSION This risk score may identify patients at risk of significant bleeding, while also helping to determine treatment duration.
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Affiliation(s)
- Alexander T Cohen
- Department of Haematology, Guy's and St Thomas' Hospitals, NHS Foundation Trust, King's College London, London, United Kingdom
| | | | | | - Ayman Nassar
- Bristol Myers Squibb Pharmaceuticals Ltd., Uxbridge, Middlesex, United Kingdom
| | - Kevin G Pollock
- Bristol Myers Squibb Pharmaceuticals Ltd., Uxbridge, Middlesex, United Kingdom
| | - Carlos Martinez
- Institute for Epidemiology, Statistics and Informatics GmbH, Frankfurt, Germany
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Cominacini M, De Marchi S, Tosi F, Piccinno E, Dal Corso A, Dalla Grana E, Stefani F, Dalle Carbonare L. Incidence and clinical progression of asymptomatic peripherally inserted central catheter -related thrombosis in solid neoplasm patients: ultrasound insights from a prospective cohort study. Res Pract Thromb Haemost 2024; 8:102391. [PMID: 38660454 PMCID: PMC11039392 DOI: 10.1016/j.rpth.2024.102391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 03/21/2024] [Indexed: 04/26/2024] Open
Abstract
Background Managing central venous catheters in patients with neoplasms is challenging, and peripherally inserted central catheter PORT (PICC-PORT) has emerged as a promising option for safety and efficacy. However, understanding the clinical progression of catheter-related thrombosis (CRT) in cancer patients with central venous catheters remains limited, especially in certain neoplasm types associated with a higher risk of venous thrombosis. Objectives This study aims to assess the effectiveness of ultrasound-guided management in detecting and treating asymptomatic CRT in cancer patients with PICC. Methods In this prospective cohort study of 120 patients with solid neoplasms receiving chemotherapy, we investigated the incidence of isolated upper-extremity superficial vein thrombosis, upper-extremity deep vein thrombosis, and fibrin sheath formation through ultrasound follow-up at 30 and 90 days after catheter insertion. We analyzed risk factors associated with CRT and compared incidence rates between PICC-PORT and traditional PICC. Results Among the cohort, 69 patients (57.5%) had high-risk thromboembolic neoplasm, and 31 cases (25.8%) of CRT were observed, mostly within 30 days, with only 7 cases (22.6%) showing symptoms. Traditional PICC use (odds ratio, 5.86; 95% CI, 1.14-30) and high-risk thromboembolic neoplasm (odds ratio, 4.46; 95% CI, 1.26-15.81) were identified as independent risk factors for CRT. Conclusion The majority of CRT present asymptomatically within the first 30 days of venous catheter insertion in patients with solid neoplasms. Ultrasound follow-up is valuable for detecting asymptomatic CRT. The risk of CRT was lower with PICC-PORT than with PICC. Additionally, the risk of CRT was found to be higher in patients with high-risk thromboembolic neoplasms. It is crucial for larger studies to confirm the utility of treating asymptomatic thromboses and isolated superficial thrombosis.
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Affiliation(s)
- Mattia Cominacini
- Department of Engineering for Innovative Medicine, University of Verona, Verona, Italy
| | - Sergio De Marchi
- Department of Angiology, Integrated University Hospital of Verona, Verona, Italy
| | - Federica Tosi
- Department of Emergency Medicine, Integrated University Hospital of Verona, Verona, Italy
| | - Elia Piccinno
- Department of Emergency Medicine, Integrated University Hospital of Verona, Verona, Italy
| | - Alessandro Dal Corso
- Department of Engineering for Innovative Medicine, University of Verona, Verona, Italy
| | - Elisa Dalla Grana
- Department of Engineering for Innovative Medicine, University of Verona, Verona, Italy
| | - Francesca Stefani
- Department of Emergency Medicine, Integrated University Hospital of Verona, Verona, Italy
| | - Luca Dalle Carbonare
- Department of Engineering for Innovative Medicine, University of Verona, Verona, Italy
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Wang Y, Li Q, Zhou Y, Dong Y, Li J, Liang T. A systematic review of risk prediction model of venous thromboembolism for patients with lung cancer. Thorac Cancer 2024; 15:277-285. [PMID: 38233997 PMCID: PMC10834197 DOI: 10.1111/1759-7714.15219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 01/01/2024] [Accepted: 01/02/2024] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) increases the risk of death or adverse outcomes in patients with lung cancer. Therefore, early identification and treatment of high-risk groups of VTE have been the research focus. In this systematic review, the risk assessment tools of VTE in patients with lung cancer were systematically analyzed and evaluated to provide a reference for VTE management. METHODS Relevant studies were retrieved from major English databases (The Cochrane Library, Embase, Web of Science, PubMed, Scopus, Medline) and Chinese databases (China National Knowledge Infrastructure [CNKI] and WanFang Data) until July 2023 and extracted by two researchers. This systematic review was registered at PROSPERO (no. CRD42023409748). RESULTS Finally, two prospective cohort studies and four retrospective cohort studies were included from 2019. There was a high risk of bias in all included studies according to the Prediction Model Risk of Bias Assessment tool (PROBAST). In the included studies, Cox and logistic regression were used to construct models. The area under the receiver operating characteristic curve (AUC) of the model ranged from 0.670 to 0.904, and the number of predictors ranged from 4 to 11. The D-dimer index was included in five studies, but significant differences existed in optimal cutoff values from 0.0005 mg/L to 2.06 mg/L. Then, three studies validated the model externally, two studies only validated the model internally, and only one study validated the model using a combination of internal and external validation. CONCLUSION VTE risk prediction models for patients with lung cancer have received attention for no more than 5 years. The included model shows a good predictive effect and may help identify the risk population of VTE at an early stage. In the future, it is necessary to improve data modeling and statistical analysis methods, develop predictive models with good performance and low risk of bias, and focus on external validation and recalibration of models.
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Affiliation(s)
- Yan Wang
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
| | - Qiuyue Li
- School of NursingPeking Union Medical CollegeBeijingChina
| | - Yanjun Zhou
- Department of Nursing, Beijing Children's HospitalCapital Medical University, National Center for Children's HealthBeijingChina
| | - Yiting Dong
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
| | - Jinping Li
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
| | - Tao Liang
- School of NursingPeking Union Medical CollegeBeijingChina
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Liang F, Chao M, Song KY, Wang HQ, Jiang LZ, Ye XM. Catheter and Non-Catheter-Related Venous Thromboembolism in Cancer Patients: Survival, Anticoagulation Efficacy, and Safety. Clin Appl Thromb Hemost 2024; 30:10760296241282771. [PMID: 39233654 PMCID: PMC11378205 DOI: 10.1177/10760296241282771] [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] [Indexed: 09/06/2024] Open
Abstract
PURPOSE To investigate the differences in survival after venous thromboembolism (VTE) and anticoagulation efficacy and safety between catheter (CRVTE) and non-catheter-related VTE (NCRVTE) in cancer patients. METHODS A retrospective research was conducted, and consecutive cancer (digestive, respiratory, genitourinary, blood and lymphatic, and the other cancers) patients with VTE were enrolled. The anticoagulation therapies included low-molecular-weight heparin (LMWH), warfarin, new type of direct oral anticoagulants (NDOACs), LMWH combined with warfarin, and LMWH combined with NDOACs. Data were collected from the electronic medical record database of our hospital and were analyzed accordingly by Kruskal-Wallis H Test, Chi-square test, Fisher's exact test, Logistic regressions, Kaplan-Meier analysis, and Cox regressions. RESULTS 263 patients were included, median age in years (interquartile range) was 64(56-71) and 60.5% were male. VTE recurrence rate was 16.7% in CRVTE group which was significantly lower than 34.8% in NCRVTE group (P = .032). Heart diseases were independently associated with VTE recurrence (P = .025). Kaplan-Meier survival estimates at 1, 2, and 3 years for CRVTE group were 62.5%, 60.0%, and 47.5%, respectively, compared with 47.9% (P = .130), 38.7% (P = .028), and 30.1% (P = .046), respectively, for NCRVTE group. Cox regression showed surgery (P = .003), anticoagulation therapy types (P = .009), VTE types (P = .006) and cancer types (P = .039) were independent prognostic factors for 3-year survival after VTE. Nonmajor and major bleeding were not significantly different (P = .417). Anticoagulation therapy types were independently associated with the bleeding events (P = .030). CONCLUSIONS Cancer patients with CRVTE potentially have a better anticoagulation efficacy and survival compared to NCRVTE, and the anticoagulation safety seems no significant difference.
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Affiliation(s)
- Feng Liang
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Min Chao
- The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Kai-Yi Song
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hui-Qi Wang
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Ling-Zhi Jiang
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiang-Ming Ye
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
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Mahé I, Mayeur D, Couturaud F, Scotté F, Benhamou Y, Benmaziane A, Bertoletti L, Laporte S, Girard P, Mismetti P, Sanchez O. Anticoagulant treatment of cancer-associated thromboembolism. Arch Cardiovasc Dis 2024; 117:29-44. [PMID: 38092578 DOI: 10.1016/j.acvd.2023.11.010] [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
Venous thromboembolism (VTE) is a frequent and potentially fatal complication in patients with cancer. During the initial period after the thromboembolic event, a patient receiving anticoagulant treatment is exposed both to a risk of VTE recurrence and also to an elevated bleeding risk conferred by the treatment. For this reason, the choice of anticoagulant is critical. The choice should take into account patient-related factors (such as functional status, age, body mass index, platelet count and renal function), VTE-related factors (such as severity or site), cancer-related factors (such as activity and progression) and treatment-related factors (such as drug-drug interactions), which all potentially influence bleeding risk, and patient preference. These should be evaluated carefully for each patient during a multidisciplinary team meeting. For most patients, apixaban or a low molecular-weight heparin is the most appropriate initial choice for anticoagulant treatment. Such treatment should be offered to all patients with active cancer for at least six months. The patient and treatment should be re-evaluated regularly and anticoagulant treatment changed when necessary. Continued anticoagulant treatment beyond six months is justified if the cancer remains active or if the patient experienced recurrence of VTE in the first six months. In other cases, the interest of continued anticoagulant treatment may be considered on an individual patient basis in collaboration with oncologists.
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Affiliation(s)
- 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.
| | - Didier Mayeur
- Département d'Oncologie Médicale, Centre Georges-François-Leclerc, Dijon, 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
| | - Florian Scotté
- Département Interdisciplinaire d'Organisation des Parcours Patients (DIOPP), Institut Gustave-Roussy, Villejuif, France
| | - Ygal Benhamou
- UNI Rouen U1096, service de médecine interne, Normandie université, CHU Charles-Nicolle, Rouen, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Asmahane Benmaziane
- Département d'Oncologie et de Soins de Supports, Hôpital Foch, Suresnes, France
| | - Laurent Bertoletti
- Service de Médecine Vasculaire et Thérapeutique, CHU de Saint-Étienne, INSERM, UMR1059, Equipe Dysfonction Vasculaire et Hémostase, Université Jean-Monnet, Inserm CIC-1408, Saint-Étienne, France; F-CRIN INNOVTE network, Saint-Etienne, France
| | - Silvy Laporte
- SAINBIOSE INSERM U1059, unité de recherche clinique, innovation et pharmacologie, hôpital Nord, université Jean-Monnet, CHU de Saint-Étienne, Saint-Étienne, 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
| | - Patrick Mismetti
- Service de Médecine Vasculaire et Thérapeutique, CHU Saint-Etienne, Hôpital Nord, Saint-Etienne, 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, AP-HP, Hôpital Européen Georges-Pompidou, Paris, France; F-CRIN INNOVTE network, Saint-Etienne, France
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Mäder J, Rolling CC, Voigtländer M, Schulenkorf A, Lehr C, Regenhardt J, Bokemeyer C, Beckmann L, Langer F. Effect of factor XI inhibition on tumor cell-induced coagulation activation. J Thromb Haemost 2024; 22:199-212. [PMID: 37751848 DOI: 10.1016/j.jtha.2023.09.015] [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: 03/14/2023] [Revised: 08/29/2023] [Accepted: 09/12/2023] [Indexed: 09/28/2023]
Abstract
BACKGROUND Cancer-associated thrombosis is a frequent complication in patients with malignancies. While factor XI (FXI)/FXIa inhibition is efficacious in preventing postoperative venous thromboembolism, its role in tumor cell-induced coagulation is less defined. OBJECTIVES We thus aimed to provide mechanistic insights into FXI/FXIa inhibition in tumor cell-induced coagulation activation. METHODS Procoagulant activity (PCA) of 4 different tissue factor (TF) expressing tumor cell lines was analyzed by single-stage clotting and thrombin generation assay in the presence of a FXIa inhibitor, BMS-262084 (BMS), an inhibitory FXI antibody (anti-FXI), or peak and trough concentrations of rivaroxaban or tinzaparin. Further, tumor cell-induced platelet aggregation was recorded. Recombinant human TF served as positive control. RESULTS Although BMS and anti-FXI potently inhibited FXIa amidolytic activity, both inhibitors efficiently mitigated recombinant human TF- and tumor cell-induced fibrin clot formation and platelet aggregation only in the presence of low TF PCA. The anticoagulant effects showed an inverse correlation with the magnitude of cellular TF PCA expression. Similarly, BMS markedly interfered with tumor cell-induced thrombin generation, with the most prominent effects on peak and total thrombin. In addition, anticoagulant effects of FXIa inhibition by 10 μM BMS were in a similar range to those obtained by 600 nM rivaroxaban and 1.6 μM tinzaparin at low TF PCA levels. However, rivaroxaban and tinzaparin also exerted marked anticoagulant activity at high TF PCA levels. CONCLUSION Our findings indicate that FXI/FXIa inhibition interferes with tumor cell-induced coagulation activation only at low TF PCA expression levels, a finding with potential implications for future in vivo studies.
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Affiliation(s)
- Jonathan Mäder
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Christina C Rolling
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Minna Voigtländer
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Anita Schulenkorf
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Carina Lehr
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Judith Regenhardt
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Carsten Bokemeyer
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Lennart Beckmann
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Florian Langer
- II. Medizinische Klinik und Poliklinik, Universitätsklinikum Eppendorf, Hamburg, Germany.
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Pavlovic D, Niciforovic D, Markovic M, Papic D. Cancer-Associated Thrombosis: Epidemiology, Pathophysiological Mechanisms, Treatment, and Risk Assessment. Clin Med Insights Oncol 2023; 17:11795549231220297. [PMID: 38152726 PMCID: PMC10752082 DOI: 10.1177/11795549231220297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 11/28/2023] [Indexed: 12/29/2023] Open
Abstract
Cancer patients represent a growing population with drastically difficult care and a lowered quality of life, especially due to the heightened risk of vast complications. Thus, it is well established so far that one of the most prominent complications in individuals with cancer is venous thromboembolism. Since there are various improved methods for screening and diagnosing cancer and its complications, the incidence of cancer-associated thrombosis has been on the rise in recent years. Therefore, the high mortality and morbidity rates among these patients are not a surprise. Consequently, there is an excruciating need for understanding the mechanisms behind this complex process, as well as the imperative for adequate analysis and application of the most suitable steps for cancer-associated thrombosis prevention. There are various and numerous mechanisms offering potential answers to cancer-associated thrombosis, some of which have already been elucidated in various preclinical and clinical scenarios, yet further and more elaborate studies are crucial to understanding and preventing this complex and harsh clinical entity. This article elaborates on the growing incidence, mortality, morbidity, and risk factors of cancer-associated thrombosis while emphasizing the pathophysiological mechanisms in the light of various types of cancer in patients and summarizes the most novel therapy and prevention guidelines recommendations.
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Affiliation(s)
- Dragica Pavlovic
- Department of Genetics, Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
| | - Danijela Niciforovic
- Center for Internal Oncology, University Clinical Center Kragujevac, Kragujevac, Serbia
| | - Marina Markovic
- Center for Internal Oncology, University Clinical Center Kragujevac, Kragujevac, Serbia
- Department of Internal Medicine, Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
| | - Dragana Papic
- Department of Genetics, Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
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Welch MR. Management of Complications in Neuro-oncology Patients. Continuum (Minneap Minn) 2023; 29:1844-1871. [PMID: 38085901 DOI: 10.1212/con.0000000000001359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
OBJECTIVE The purpose of this article is to familiarize the reader with the spectrum of neurologic and medical complications relevant to the care of patients with neurologic cancer while highlighting best practices to prevent morbidity and mortality. Topics include tumor-related epilepsy, vasogenic edema, complications of corticosteroid use, disruption of the hypothalamic-pituitary axis, venous thromboembolism, and opportunistic infection. LATEST DEVELOPMENTS In 2021, a joint guideline from the Society for Neuro-Oncology and the European Association of Neuro-Oncology reaffirmed recommendations first established in 2000 that patients with newly diagnosed brain tumors should not be prescribed an antiseizure medication prophylactically. For those with tumor-related epilepsy, monotherapy with a non-enzyme-inducing anticonvulsant is the preferred initial treatment, and levetiracetam remains the preferred first choice. Surveys of physician practice continue to demonstrate excessive use of glucocorticoids in the management of patients with both primary and metastatic central nervous system malignancy. This is particularly concerning among patients who require checkpoint inhibitors as the efficacy of these agents is blunted by concomitant glucocorticoid use, resulting in a reduction in overall survival. Finally, direct oral anticoagulants have been shown to be safe in patients with brain tumors and are now favored as first-line treatment among those who require treatment for venous thromboembolism. ESSENTIAL POINTS Medical care for patients impacted by primary and secondary central nervous system malignancy is complex and requires a committed team-based approach that routinely calls upon the expertise of physicians across multiple fields. Neurologists have an important role to play and should be familiar with the spectrum of complications impacting these patients as well as the latest recommendations for management.
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Rodríguez-Ramallo H, Báez-Gutiérrez N, Abdel-Kader-Martín L, Otero-Candelera R. Subgroup analyses in venous thromboembolism trials reporting pharmacological interventions: A systematic review. Thromb Res 2023; 232:151-159. [PMID: 36266098 DOI: 10.1016/j.thromres.2022.09.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 08/22/2022] [Accepted: 09/26/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Randomized controlled trials (RCTs) that conduct subgroup analyses have the potential to provide information on treatment decisions in specific groups of patients from heterogeneous populations. Although we understand several factors can modify the incidence of venous thromboembolism (VTE) and the benefit/risk ratio of anticoagulation treatments, further evidence is warranted to show the heterogeneity of treatment effects in different subgroups of patients. AIMS The primary purpose was to evaluate the appropriateness and interpretation of subgroup analysis performed on VTE RCTs reporting pharmacological interventions. MATERIALS AND METHODS A systematic review of RCTs published between January 2017 and January 2022 was conducted. Claims of subgroup effects were evaluated with predefined criteria. High-quality claims of subgroup effect were further analyzed and discussed. RESULTS Overall, 28 RCTs with a generally low bias risk were included. The purposes of the treatments included pharmacologic thromboprophylaxis (17), therapeutic dose anticoagulation (9), and catheter-directed pharmacologic thrombolysis (2). The evaluated subgroup analyses generally presented: a high number of subgroup analyses reported, a lack of prespecification, and a lack of usage of statistical tests for interaction. The authors reported 13 claims of subgroup effect; only two were considered potentially reliable to represent heterogeneity in the direction or magnitude of treatment effect. CONCLUSIONS Subgroup analyses of VTE RCTs reporting pharmacologic interventions are generally methodologically poor. Most claims of subgroup effect did not meet critical criteria and lacked credibility. Clinicians in this field may proceed with scepticism when assessing claims of subgroup effects due to methodological concerns and misleading interpretations.
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Affiliation(s)
| | | | | | - Remedios Otero-Candelera
- Department of Pneumology, Virgen del Rocio Hospital, Instituto de Biomedicina (IBIS)-CIBERES, Seville, Spain
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Yhim HY, Lee J, Kim KH, Kim SA, Lee JY, Hwang HG, Hong J, Lee JO, Bang SM. Increased risk of venous and arterial thromboembolism in patients with colorectal cancer receiving cetuximab-based combination chemotherapy: A population-based study in Korea. Thromb Res 2023; 231:50-57. [PMID: 37804738 DOI: 10.1016/j.thromres.2023.10.005] [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: 05/16/2023] [Revised: 09/30/2023] [Accepted: 10/02/2023] [Indexed: 10/09/2023]
Abstract
INTRODUCTION Limited data exist on the risk of venous and arterial thromboembolisms (VTE and ATE) in patients receiving cetuximab plus chemotherapy. We aimed to determine the thromboembolic risk of patients with recurrent/metastatic colorectal cancer (CRC) treated with cetuximab plus chemotherapy compared to chemotherapy alone. METHODS This population-based study used nationwide claims data from the Health Insurance Review and Assessment Service of South Korea from 2013 to 2020. Patients with recurrent/metastatic CRC treated with first-line oxaliplatin- or irinotecan-based doublets with or without cetuximab and no secondary prevention for VTE and ATE were included. Primary outcomes were the occurrence of any thromboembolic events, VTE, and ATE, which were determined using the cumulative incidence method incorporating death as a competing event. RESULTS We identified 19,723 patients (cetuximab plus chemotherapy, N = 7630; chemotherapy alone, N = 12,093). The cumulative incidence of any thromboembolic events in patients with cetuximab plus chemotherapy was significantly higher than in those receiving chemotherapy alone (6-month, 5.62 % vs. 3.58 %, P < 0.0001). The rates of VTE (6-month, 5.11 % vs. 3.28 %, P < 0.0001) and ATE (6-month, 0.53 % vs. 0.32 %, P = 0.0218) were also higher in patients receiving cetuximab plus chemotherapy. In multivariable analysis, cetuximab plus chemotherapy was independently associated with developing any thromboembolic events (hazard ratio [HR], 1.63; 95 % confidence interval [CI], 1.42-1.87), VTE (HR, 1.62; 95 % CI, 1.40-1.87), and ATE (HR, 1.77; 95 % CI, 1.16-2.71). CONCLUSIONS Cetuximab with irinotecan- or oxaliplatin-based doublet chemotherapy was associated with an increased risk of any thromboembolic events, VTE, and ATE; further studies are warranted to examine the underlying mechanisms.
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Affiliation(s)
- Ho-Young Yhim
- Department of Internal Medicine, Jeonbuk National University Medical School, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Juhyun Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Kyoung Ha Kim
- Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Republic of Korea
| | - Sang-A Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Ji Yun Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Hun-Gyu Hwang
- Department of Internal Medicine, Soonchunhyang University Gumi Hospital, Soonchunhyang University College of Medicine, Gumi, Republic of Korea
| | - Junshik Hong
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jeong-Ok Lee
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Soo-Mee Bang
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea.
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Iwai C, Jo T, Konishi T, Fujita A, Michihata N, Matsui H, Fushimi K, Yasunaga H. Thrombotic risk of platinum combination chemotherapy with and without immune checkpoint inhibitors for advanced non-small cell lung cancer: a nationwide inpatient database study. Cancer Immunol Immunother 2023; 72:3581-3591. [PMID: 37540262 PMCID: PMC10576683 DOI: 10.1007/s00262-023-03508-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/23/2023] [Indexed: 08/05/2023]
Abstract
OBJECTIVES To determine the associated thromboembolism risk with adding immune checkpoint inhibitors (ICI) to platinum combination chemotherapy compared with platinum combination chemotherapy alone in patients with advanced non-small cell lung cancer. MATERIALS AND METHODS This study identified 75,807 patients with advanced non-small cell lung cancer from the Japanese Diagnosis Procedure Combination database who started platinum combination chemotherapy between July 2010 and March 2021. The incidence of venous thromboembolism (VTE), arterial thromboembolism (ATE), and all-cause mortality within 6 months after commencing platinum combination chemotherapy was compared between patients receiving chemotherapy with ICI (ICI group, n = 7,177) and without ICI (non-ICI group, n = 37,903). Survival time analysis was performed using the overlap weighting method with propensity scores to adjust for background factors. The subdistribution hazard ratio for developing thromboembolism was calculated using the Fine-Gray model with death as a competing risk. The hazard ratio for all-cause mortality was also calculated using the Cox proportional hazards model. RESULTS Overall, VTE and ATE occurred in 761 (1.0%) and 389 (0.51%) patients, respectively; mortality was 11.7%. Propensity score overlap weighting demonstrated that the subdistribution hazard ratio (95% confidence interval) for VTE and ATE in the ICI group was 1.27 (1.01-1.60) and 0.96 (0.67-1.36), respectively, compared with the non-ICI group. The mortality hazard ratio in the ICI group was 0.68 (0.62-0.74). CONCLUSION The addition of ICI to platinum combination therapy was associated with a higher risk of VTE compared with platinum combination therapy alone, while the risk of ATE might be comparable.
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Affiliation(s)
- Chikako Iwai
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan.
| | - Taisuke Jo
- Department of Health Services Research, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Respiratory Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Takaaki Konishi
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Asahi Fujita
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
- Department of Ophthalmology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nobuaki Michihata
- Department of Health Services Research, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
| | - Kiyohide Fushimi
- Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School, Tokyo, Japan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan
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Mahé I, Meyer G, Girard P, Bertoletti L, Laporte S, Couturaud F, Mismetti P, Sanchez O. French guidelines for the treatment of cancer-associated venous thromboembolism - 2023 update. Respir Med Res 2023; 84:101056. [PMID: 37922776 DOI: 10.1016/j.resmer.2023.101056] [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: 10/02/2023] [Accepted: 10/03/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND In recent years, knowledge about cancer associated thrombosis has evolved considerably. METHODS Practical guidelines were drafted on the initiative of the INNOVTE FCRIN Network, led by the French Speaking Society of Respiratory Diseases (SPLF), by a coordinating group, a writing group, and a review group, with the involvement of different scientific societies practicing in various settings. The method followed the "Clinical Practice Guidelines" process of the French National Authority for Health (HAS). RESULTS After a literature review, guidelines were formulated, improved, and then validated by the working groups. These guidelines addressed multiple aspects of the disease and management from the data of available clinical trials and observational studies : epidemiology, initial treatment, treatment duration, extended treatment, recurrent thrombosis, central venous catheter thrombosis, incidental thrombosis, treatment in case of thrombocytopenia. CONCLUSION These evidence-based guidelines are intended to guide the practical management of patients with cancer associated thrombosis.
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Affiliation(s)
- Isabelle Mahé
- Paris Cité University; Internal Medicine Department - Louis Mourier Hospital, Assistance Publique des Hôpitaux de Paris, Colombes; Inserm UMR_S1140, Paris; F-CRIN INNOVTE, St-Etienne.
| | - Guy Meyer
- Paris Cité University; Pulmonology and Intensive Care Department, Georges Pompidou European Hospital, Assistance Publique des Hôpitaux de Paris; INSERM UMRS 970; INSERM CIC 1418, Paris; F-CRIN INNOVTE, St-Etienne
| | - Philippe Girard
- Curie-Montsouris Thorax Institute, Montsouris Mutualist Institute, Paris; F-CRIN INNOVTE, St-Etienne
| | - Laurent Bertoletti
- Vascular and Therapeutic Medicine Department, St-Etienne University Hospital; INSERM UMR1059, Vascular Dysfunction and Hemostasis Team, Jean-Monnet University, Saint-Etienne; INSERM, CIC-1408, Saint-Etienne; F-CRIN INNOVTE, Saint-Etienne, France
| | - Silvy Laporte
- SAINBOIS U1059 DVH team, Jean Monnet University, Lyon University, INSERM; Clinical Research, Innovation, Pharmacology Unit, Saint-Etienne University Hospital, Hôpital Nord; Saint-Etienne; F-CRIN INNOVTE, St-Etienne
| | - Francis Couturaud
- Internal Medicine and Pulmonology Department, EA3878-GETBO, CIC_INSERM1412, Western Brittany University, Brest University Hospital, F-CRIN INNOVTE, St-Etienne
| | - Patrick Mismetti
- Vascular and Therapeutic Medicine Department, St-Etienne University Hospital; INSERM UMR1059, Vascular Dysfunction and Hemostasis Team, Jean-Monnet University, Saint-Etienne; INSERM, CIC-1408, Saint-Etienne; F-CRIN INNOVTE, Saint-Etienne, France
| | - Olivier Sanchez
- Paris Cité University; Pulmonology and Intensive Care Department, Georges Pompidou European Hospital, Assistance Publique des Hôpitaux de Paris; INSERM UMRS 1140, Paris; F-CRIN INNOVTE, St-Etienne
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Verso M, Muñoz A, Connors JM. Ambulatory cancer patients: who should definitely receive antithrombotic prophylaxis and who should never receive. Intern Emerg Med 2023; 18:1619-1634. [PMID: 37227679 DOI: 10.1007/s11739-023-03306-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 05/08/2023] [Indexed: 05/26/2023]
Abstract
Up to 15-20% of cancer patients experience one or more episodes of venous thromboembolism during cancer disease. Approximately 80% of all cancer-associated venous thromboembolic events occur in non-hospitalized patients. Routine thromboprophylaxis for outpatients with cancer who start new anticancer treatment is currently not recommended by the international guidelines due to the high heterogeneity of these patients in terms of VTE or bleeding risks, the difficulties in selecting patients at high risk, and the uncertainty of duration of prophylaxis. Although the international guidelines endorsed the Khorana score for estimating the thrombotic risk in ambulatory cancer patients, the discriminatory performance of this score is not completely convincing and varies according to the cancer type. Consequently, a minority of ambulatory patients with cancer receive an accurate screening for primary prophylaxis of VTE. The aim of this review is to provide support to physicians in identifying those ambulatory patients with cancer for whom thromboprophylaxis should be prescribed and those that should not be candidate to thromboprophylaxis. In absence of high bleeding risk, primary thromboprophylaxis should be recommended in patients with pancreatic cancer and, probably, in patients with lung cancer harboring ALK/ROS1 translocations. Patients with upper gastrointestinal cancers are at high risk of VTE, but a careful assessment of bleeding risk should be made before deciding on antithrombotic prophylaxis. Primary prevention of VTE is not recommended in cancer patients at increased risk of bleeding as patients with brain cancer, with moderate-to-severe thrombocytopenia or severe renal impairment.
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Affiliation(s)
- Melina Verso
- Internal, Vascular and Emergency Medicine-Stroke Unit, University of Perugia, Perugia, Italy.
| | - Andres Muñoz
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Jean M Connors
- Hematology Division, Brigham and Women's Hospital, Dana Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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Muñoz AJ, Souto JC, Lecumberri R, Obispo B, Sanchez A, Aparicio J, Aguayo C, Gutierrez D, Palomo AG, Fanjul V, Del Rio-Bermudez C, Viñuela-Benéitez MC, Hernández-Presa MÁ. Development of a predictive model of venous thromboembolism recurrence in anticoagulated cancer patients using machine learning. Thromb Res 2023; 228:181-188. [PMID: 37348318 DOI: 10.1016/j.thromres.2023.06.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 05/29/2023] [Accepted: 06/12/2023] [Indexed: 06/24/2023]
Abstract
INTRODUCTION Patients with cancer and venous thromboembolism (VTE) show a high risk of VTE recurrence during anticoagulant treatment. This study aimed to develop a predictive model to assess the risk of VTE recurrence within 6 months at the moment of primary VTE diagnosis in these patients. MATERIALS AND METHODS Using the EHRead® technology, based on Natural Language Processing (NLP) and machine learning (ML), the unstructured data in electronic health records from 9 Spanish hospitals between 2014 and 2018 were extracted. Both clinically- and ML-driven feature selection were performed to identify predictors for VTE recurrence. Logistic regression (LR), decision tree (DT), and random forest (RF) algorithms were used to train different prediction models, which were subsequently validated in a hold-out data set. RESULTS A total of 16,407 anticoagulated cancer patients with diagnosis of VTE were identified (54.4 % male and median age 70). Deep vein thrombosis, pulmonary embolism and metastases were observed in 67.2 %, 26.6 %, and 47.7 % of the patients, respectively. During the study follow-up, 11.4 % of the patients developed a recurrent VTE, being more frequent in patients with lung cancer. Feature selection and model training based on ML identified primary pulmonary embolism, deep vein thrombosis, metastasis, adenocarcinoma, hemoglobin and serum creatinine levels, platelet and leukocyte count, family history of VTE, and patients' age as predictors of VTE recurrence within 6 months of VTE diagnosis. The LR model had an AUC-ROC (95 % CI) of 0.66 (0.61, 0.70), the DT of 0.69 (0.65, 0.72) and the RF of 0.68 (0.63, 0.72). CONCLUSIONS This is the first ML-based predictive model designed to predict 6-months VTE recurrence in patients with cancer. These results hold great potential to assist clinicians to identify the high-risk patients and improve their clinical management.
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Affiliation(s)
- Andres J Muñoz
- Gregorio Marañón Health Research Institute, Complutense University, Madrid, Spain.
| | - Juan Carlos Souto
- Hematology Department, Santa Creu I Sant Pau Hospital, Barcelona, Spain
| | - Ramón Lecumberri
- Hematology Service, Clínica Universidad de Navarra, Pamplona, Spain; CIBERCV, Carlos III Health Institute, Madrid, Spain
| | - Berta Obispo
- Oncology Department, Infanta Leonor Hospital, Madrid, Spain
| | - Antonio Sanchez
- Oncology Department, Puerta de Hierro Hospital, Madrid, Spain
| | - Jorge Aparicio
- Oncology Department, Polytechnic and University Hospital of La Fé, Valencia, Spain
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Beckmann L, Lennartz M, Poch A, Holstein K, Bokemeyer C, Langer F. Expression and Release of Tumor Cell Tissue Factor Triggers Recurrent Thromboembolism in a Patient with Endometrial Cancer. Hamostaseologie 2023; 43:289-296. [PMID: 36863395 DOI: 10.1055/a-2010-6484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2023] Open
Abstract
Although cancer-associated thrombosis (CAT) is a frequent complication in patients with malignancies, its treatment remains a challenge in daily practice. Here, we report the clinical course of a 51-year-old woman presenting with a highly thrombogenic paraneoplastic coagulopathy. Despite therapeutic anticoagulation with various agents, including rivaroxaban, fondaparinux, and low-molecular-weight heparin, the patient suffered from recurrent venous and arterial thromboembolism. Locally advanced endometrial cancer was identified. Tumor cells showed strong expression of tissue factor (TF), and significant concentrations of TF-bearing microvesicles were detected in patient plasma. Coagulopathy was controlled only by continuous intravenous anticoagulation with the direct thrombin inhibitor, argatroban. Multimodal antineoplastic treatment, including neoadjuvant chemotherapy followed by surgery and postoperative radiotherapy, resulted in clinical cancer remission, which was paralleled by normalization of tumor markers, CA125 and CA19-9, D-dimer levels, and TF-bearing microvesicles. In summary, continuous anticoagulation with argatroban and multimodal anticancer treatment may be necessary to control TF-driven coagulation activation with recurrent CAT in endometrial cancer.
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Affiliation(s)
- Lennart Beckmann
- II. Medizinische Klinik und Poliklinik, Hubertus Wald Tumorzentrum - Universitäres Cancer Center Hamburg (UCCH), Universitätsklinikum Eppendorf, Hamburg, Germany
| | | | - Annika Poch
- II. Medizinische Klinik und Poliklinik, Hubertus Wald Tumorzentrum - Universitäres Cancer Center Hamburg (UCCH), Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Katharina Holstein
- II. Medizinische Klinik und Poliklinik, Hubertus Wald Tumorzentrum - Universitäres Cancer Center Hamburg (UCCH), Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Carsten Bokemeyer
- II. Medizinische Klinik und Poliklinik, Hubertus Wald Tumorzentrum - Universitäres Cancer Center Hamburg (UCCH), Universitätsklinikum Eppendorf, Hamburg, Germany
| | - Florian Langer
- II. Medizinische Klinik und Poliklinik, Hubertus Wald Tumorzentrum - Universitäres Cancer Center Hamburg (UCCH), Universitätsklinikum Eppendorf, Hamburg, Germany
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Mayenga M, Falvo N, Mahé I, Jannot AS, Gazeau B, Meyer G, Gendron N, Sanchez O, Djennaoui S, Planquette B. Cancer-Associated Thrombosis on Bevacizumab: Risk of Recurrence and Bleeding When Bevacizumab Is Stopped or Continued. Cancers (Basel) 2023; 15:3893. [PMID: 37568708 PMCID: PMC10417508 DOI: 10.3390/cancers15153893] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/08/2023] [Accepted: 07/09/2023] [Indexed: 08/13/2023] Open
Abstract
Cancer-associated thrombosis (CAT) is a common complication during cancer, with complex management due to an increased risk of both recurrence and bleeding. Bevacizumab is an effective anti-angiogenic treatment but increases the risk of bleeding and potentially the risk of venous thromboembolism (VTE). The aim of this study was to evaluate the efficacy and safety of anticoagulant therapy in patients with CAT receiving bevacizumab, according to the continuation or discontinuation of bevacizumab. In a retrospective multicenter study, patients receiving anticoagulant for CAT occurring under bevacizumab therapy were included. The primary endpoint combined recurrent VTE and/or major or clinically relevant non-major bleeding. Among the 162 patients included, bevacizumab was discontinued in 70 (43.2%) patients and continued in 92 (56.8%) patients. After a median follow-up of 318 days, 21 (30.0%) patients in the discontinuation group experienced VTE recurrence or major or clinically relevant non-major bleeding, compared to 27 (29.3%) in the continuation group. The analysis of survival following the first event showed no significant difference between the groups in uni- or multivariate analysis (p = 0.19). The primary endpoint was not influenced by the duration of bevacizumab exposure. These results suggest that the efficacy and safety of anticoagulant therapy in patients with CAT receiving bevacizumab is not modified regardless of whether bevacizumab is continued or discontinued.
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Affiliation(s)
- Marie Mayenga
- Department of Pulmonology and Intensive Care, Hôpital Européen Georges-Pompidou, AP-HP, 75015 Paris, France (B.P.)
| | - Nicolas Falvo
- Department of Vascular Pathology, Centre Hospitalier Universitaire Dijon-Bourgogne, 21000 Dijon, France
| | - Isabelle Mahé
- Université Paris Cité, Service de Médecine Interne, Hôpital Louis Mourier, AP-HP, 92700 Colombes, France
- Innovative Therapies in Haemostasis, INSERM UMR_S1140, 75006 Paris, France
- INNOVTE-FCRIN, 42055 Saint-Etienne, France
| | - Anne-Sophie Jannot
- Department of Biostatistics, Medical Informatics and Public Health, Hôpital Européen Georges-Pompidou, AP-HP, 75015 Paris, France
| | - Benoit Gazeau
- Department of Respiratory Medicine, Centre Hospitalier de Bourg-en-Bresse, 01012 Bourg-en-Bresse, France
| | - Guy Meyer
- Department of Pulmonology and Intensive Care, Hôpital Européen Georges-Pompidou, AP-HP, 75015 Paris, France (B.P.)
- INNOVTE-FCRIN, 42055 Saint-Etienne, France
- Université Paris Cité, Innovative Therapies in Haemostasis, INSERM, 75006 Paris, France
| | - Nicolas Gendron
- Department of Biological Hematology, Hôpital Européen Georges-Pompidou, AP-HP, 75015 Paris, France
- Université de Paris, Innovative Therapies in Haemostasis, Laboratoire de Recherches Biochirugicales (Fondation Carpentier), 75005 Paris, France
| | - Olivier Sanchez
- Department of Pulmonology and Intensive Care, Hôpital Européen Georges-Pompidou, AP-HP, 75015 Paris, France (B.P.)
- INNOVTE-FCRIN, 42055 Saint-Etienne, France
- Université Paris Cité, Innovative Therapies in Haemostasis, INSERM, 75006 Paris, France
| | - Sadji Djennaoui
- Université Paris Cité, Service de Médecine Interne, Hôpital Louis Mourier, AP-HP, 92700 Colombes, France
- Innovative Therapies in Haemostasis, INSERM UMR_S1140, 75006 Paris, France
| | - Benjamin Planquette
- Department of Pulmonology and Intensive Care, Hôpital Européen Georges-Pompidou, AP-HP, 75015 Paris, France (B.P.)
- INNOVTE-FCRIN, 42055 Saint-Etienne, France
- Université Paris Cité, Innovative Therapies in Haemostasis, INSERM, 75006 Paris, France
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Wang TF, Khorana AA, Agnelli G, Bloomfield D, Bonaca MP, Büller HR, Connors JM, Goto S, Jing ZC, Kakkar AK, Khder Y, Raskob GE, Soff GA, Verhamme P, Weitz JI, Carrier M. Treatment of Cancer-Associated Thrombosis: Recent Advances, Unmet Needs, and Future Direction. Oncologist 2023; 28:555-564. [PMID: 37171998 PMCID: PMC10322141 DOI: 10.1093/oncolo/oyad116] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 03/24/2023] [Indexed: 05/14/2023] Open
Abstract
Cancer-associated thrombosis, with the incidence rising over the years, is associated with significant morbidity and mortality in patients with cancer. Recent advances in the treatment of cancer-associated venous thromboembolism (VTE) include the introduction of direct oral anticoagulants (DOACs), which provide a more convenient and effective option than low-molecular-weight heparin (LMWH). Nonetheless, important unmet needs remain including an increased risk of bleeding in certain patient subgroups such as those with gastroesophageal cancer, concerns about drug-drug interactions, and management of patients with severe renal impairment. Although DOACs are more convenient than LMWH, persistence can decline over time. Factor XI inhibitors have potential safety advantages over DOACs because factor XI appears to be essential for thrombosis but not hemostasis. In phase II trials, some factor XI inhibitors were superior to enoxaparin for the prevention of VTE after knee replacement surgery without increasing the risk of bleeding. Ongoing trials are assessing the efficacy and safety of factor XI inhibitors for the treatment of cancer-associated VTE.
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Affiliation(s)
- Tzu-Fei Wang
- Department of Medicine, University of Ottawa, The Ottawa Hospital, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Alok A Khorana
- Department of Hematology and Medical Oncology Taussig Cancer Institute Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Giancarlo Agnelli
- Internal Vascular and Emergency Medicine - Stroke Unit, University of Perugia, Perugia, Italy
| | | | - Marc P Bonaca
- Department of Medicine, Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, USA
- CPC Clinical Research, Aurora, CO, USA
| | - Harry R Büller
- Department of Vascular Medicine, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Jean M Connors
- Hematology Division, Brigham and Women’s Hospital, Boston, MA, USA
| | - Shinya Goto
- Department of Medicine (Cardiology), Tokai University School of Medicine, Isehara, Japan
| | - Zhi-Cheng Jing
- Department of Cardiology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | | | | | - Gary E Raskob
- Hudson College of Public Health University of Oklahoma Health Sciences Center Oklahoma City, OK, USA
| | - Gerald A Soff
- General Hematology Service, University of Miami Health System/Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Peter Verhamme
- Department of Cardiovascular Sciences, Vascular Medicine and Hemostasis, KU Leuven, Leuven, Belgium
| | - Jeffrey I Weitz
- Thrombosis and Atherosclerosis Research Institute, McMaster University, Hamilton, Canada
| | - Marc Carrier
- Department of Medicine, University of Ottawa, The Ottawa Hospital, Ottawa Hospital Research Institute, Ottawa, Canada
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Verzeroli C, Giaccherini C, Russo L, Bolognini S, Gamba S, Tartari CJ, Schieppati F, Ticozzi C, Vignoli A, Masci G, Sarmiento R, Spinelli D, Malighetti P, Tondini C, Petrelli F, Giuliani F, D'Alessio A, Gasparini G, Minelli M, De Braud F, Santoro A, Labianca R, Marchetti M, Falanga A. Utility of the Khorana and the new-Vienna CATS prediction scores in cancer patients of the HYPERCAN cohort. J Thromb Haemost 2023; 21:1869-1881. [PMID: 37054917 DOI: 10.1016/j.jtha.2023.03.037] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 02/24/2023] [Accepted: 03/16/2023] [Indexed: 04/15/2023]
Abstract
BACKGROUND Risk assessment models (RAMs) are relevant approaches to identify cancer outpatients at high risk of venous thromboembolism (VTE). Among the proposed RAMs, the Khorana (KRS) and the new-Vienna CATS risk scores have been externally validated in ambulatory patients with cancer. OBJECTIVES To test KRS and new-Vienna CATS scores in 6-month VTE prediction and mortality in a large prospective cohort of metastatic cancer outpatients during chemotherapy. PATIENTS/METHODS Newly diagnosed patients with metastatic non-small cell lung, colorectal, gastric, or breast cancers were analyzed (n = 1286). The cumulative incidence of objectively confirmed VTE was estimated with death as a competing risk and multivariate Fine and Gray regression. RESULTS Within 6 months, 120 VTE events (9.7%) occurred. The KRS and the new-Vienna CATS scores showed comparable c-stat. Stratification by KRS provided VTE cumulative incidences of 6.2%, 11.4%, and 11.5% in the low-, intermediate-, and high-risk categories, respectively (p = ns), and of 8.5% vs. 11.8% (p = ns) in the low- vs. high-risk group by the single 2-point cut-off value stratification. Using a pre-defined 60-point cut-off by the new-Vienna CATS score, 6.6% and 12.2% cumulative incidences were obtained in the low- and high-risk groups, respectively (p < 0.001). Furthermore, having a KRS ≥2 = or a new-Vienna CATS score >60 points was also an independent risk factor for mortality. CONCLUSION In our cohort, the 2 RAMs showed a comparable discriminating potential; however, after the application of cut-off values, the new-Vienna CATS score provided statistically significant stratification for VTE. Both RAMs proved to be effective in identifying patients at increased risk of mortality.
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Affiliation(s)
- Cristina Verzeroli
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Cinzia Giaccherini
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Laura Russo
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Silvia Bolognini
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Sara Gamba
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Carmen J Tartari
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Francesca Schieppati
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Chiara Ticozzi
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Alfonso Vignoli
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Giovanna Masci
- Oncology Unit, Istituti di Ricovero e Cura a Carattere Scientifico Humanitas Institute, Rozzano, Italy
| | | | - Daniele Spinelli
- Department of Statistics, University of Milan Bicocca, Milan, Italy
| | - Paolo Malighetti
- Department of Management Engineering, University of Bergamo, Italy
| | - Carlo Tondini
- Oncology Unit, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy
| | - Fausto Petrelli
- Oncology Unit, Hospital Treviglio-Caravaggio, Treviglio, Italy
| | - Francesco Giuliani
- Oncology Unit, Istituti di Ricovero e Cura a Carattere Scientifico Cancer Institute Giovanni Paolo II, Bari, Italy
| | - Andrea D'Alessio
- Medical Oncology and Internal Medicine, Policlinico San Marco, Gruppo San Donato Zingonia-Bergamo, Italy
| | | | - Mauro Minelli
- Oncology Unit, Hospital San Giovanni Addolorata, Rome, Italy
| | - Filippo De Braud
- Oncology Unit, Istituti di Ricovero e Cura a Carattere Scientifico National Cancer Institute, Milan, Italy
| | - Armando Santoro
- Oncology Unit, Istituti di Ricovero e Cura a Carattere Scientifico Humanitas Institute, Rozzano, Italy
| | | | - Marina Marchetti
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy; University of Milan Bicocca, School of Medicine, Milan, Italy
| | - Anna Falanga
- Immunohematology and Transfusion Medicine, Aziende Socio Sanitarie Territoriali Hospital Papa Giovanni XXIII, Bergamo, Italy; University of Milan Bicocca, School of Medicine, Milan, Italy.
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Raisi-Estabragh Z, Cooper J, McCracken C, Crosbie EJ, Walter FM, Manisty CH, Robson J, Mamas MA, Harvey NC, Neubauer S, Petersen SE. Incident cardiovascular events and imaging phenotypes in UK Biobank participants with past cancer. Heart 2023; 109:1007-1015. [PMID: 37072241 PMCID: PMC10314020 DOI: 10.1136/heartjnl-2022-321888] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/28/2022] [Indexed: 04/20/2023] Open
Abstract
OBJECTIVES To evaluate incident cardiovascular outcomes and imaging phenotypes in UK Biobank participants with previous cancer. METHODS Cancer and cardiovascular disease (CVD) diagnoses were ascertained using health record linkage. Participants with cancer history (breast, lung, prostate, colorectal, uterus, haematological) were propensity matched on vascular risk factors to non-cancer controls. Competing risk regression was used to calculate subdistribution HRs (SHRs) for associations of cancer history with incident CVD (ischaemic heart disease (IHD), non-ischaemic cardiomyopathy (NICM), heart failure (HF), atrial fibrillation/flutter, stroke, pericarditis, venous thromboembolism (VTE)) and mortality outcomes (any CVD, IHD, HF/NICM, stroke, hypertensive disease) over 11.8±1.7 years of prospective follow-up. Linear regression was used to assess associations of cancer history with left ventricular (LV) and left atrial metrics. RESULTS We studied 18 714 participants (67% women, age: 62 (IQR: 57-66) years, 97% white ethnicities) with cancer history, including 1354 individuals with cardiovascular magnetic resonance. Participants with cancer had high burden of vascular risk factors and prevalent CVDs. Haematological cancer was associated with increased risk of all incident CVDs considered (SHRs: 1.92-3.56), larger chamber volumes, lower ejection fractions, and poorer LV strain. Breast cancer was associated with increased risk of selected CVDs (NICM, HF, pericarditis and VTE; SHRs: 1.34-2.03), HF/NICM death, hypertensive disease death, lower LV ejection fraction, and lower LV global function index. Lung cancer was associated with increased risk of pericarditis, HF, and CVD death. Prostate cancer was linked to increased VTE risk. CONCLUSIONS Cancer history is linked to increased risk of incident CVDs and adverse cardiac remodelling independent of shared vascular risk factors.
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Affiliation(s)
- Zahra Raisi-Estabragh
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Jackie Cooper
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, UK
| | - Celeste McCracken
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Emma J Crosbie
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- Department of Obstetrics and Gynaecology, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Fiona M Walter
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Charlotte H Manisty
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - John Robson
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Mamas A Mamas
- Institute of Population Health, Manchester University, manchester, UK
- Keele Cardiovascular Research Group, Keele University, Keele, UK
| | - Nicholas C Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Stefan Neubauer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Steffen E Petersen
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, London, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Health Data Research UK, London, UK
- Alan Turing Institute, London, UK
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