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Almansour SA, Alqudah MAY, Abuhelwa Z, Al-Shamsi HO, Alhuraiji A, Semreen MH, Bustanji Y, Alzoubi KH, Modi ND, Mckinnon RA, Sorich MJ, Hopkins AM, Abuhelwa AY. Antithrombotic utilization, adverse events, and associations with treatment outcomes in multiple myeloma: pooled analysis of three clinical trials. Ther Adv Med Oncol 2024; 16:17588359241275387. [PMID: 39229471 PMCID: PMC11369879 DOI: 10.1177/17588359241275387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 07/30/2024] [Indexed: 09/05/2024] Open
Abstract
Background Patients with multiple myeloma (MM) are at risk of venous thromboembolism (VTE), worsened by immunomodulatory drugs. Although antithrombotics are recommended for prophylaxis, existing guidelines are suboptimal and treatment outcomes remain unclear. Objectives This study aimed to investigate adverse events, antithrombotic utilization, and their associations with survival outcomes in patients with MM initiating multi-drug immunomodulatory combinations. Design A posthoc analysis of individual-participant level data (IPD). Methods IPD from three daratumumab clinical trials (MAIA, POLLUX, and CASTOR) were pooled. Adverse events incidence and antithrombotic utilization were assessed. Logistic and Cox regression were utilized to examine associations between antithrombotics use with adverse events and survival outcomes at the baseline and 6-month landmark. Results Among 1804 patients, VTE occurred in 10%, bleeding in 14%, ischemic heart disease in 4%, and stroke in 2%. Patients with these adverse events demonstrated elevated rates of any grade ⩾3 events. Antiplatelet (primarily aspirin) and anticoagulant (primarily LMWH and direct oral anticoagulants) prescriptions have seen an increase from baseline (25% and 14%, respectively) to 6 months (35% and 31%). The primary indication for their use was prophylaxis. Anticoagulant use within 6 months was associated with reduced VTE (OR (95% CI) = 0.45 (0.26-0.77), p = 0.004), while antiplatelet use showed no associations with any evaluated adverse events. Antithrombotics and survival outcomes had no significant associations. Conclusion This study underscores the complexities of antithrombotic therapy and adverse events in MM and highlights the need for vigilant and proactive management due to increased grade ⩾3 adverse events. While anticoagulant use was associated with reduced VTE risk, further research is needed to optimize thromboprophylaxis guidelines and explore antithrombotic efficacy and safety in patients with MM. Trial registration MAIA (NCT02252172), POLLUX (NCT02076009), CASTOR (NCT02136134).
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Affiliation(s)
- Sara A. Almansour
- Department of Pharmacy Practice and Pharmacotherapeutics, University of Sharjah, Sharjah, United Arab Emirates
| | - Mohammad A. Y. Alqudah
- Department of Pharmacy Practice and Pharmacotherapeutics, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Ziad Abuhelwa
- Department of Hematology and Medical Oncology, University of South Florida/H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Humaid O. Al-Shamsi
- Department of Oncology, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates
- College of Medicine, Ras Al Khaimah Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
- Emirates Oncology Society, Dubai, United Arab Emirates
- Gulf Medical University, Ajman, United Arab Emirates
- Gulf Cancer Society, Alsafa, Kuwait
| | - Ahmad Alhuraiji
- Department of Haematology, Kuwait Cancer Control Center, Kuwait
| | - Mohammad H. Semreen
- Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
- Department of Medicinal Chemistry, University of Sharjah, Sharjah, United Arab Emirates
| | - Yasser Bustanji
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- School of Pharmacy, The University of Jordan, Amman, Jordan
| | - Karem H. Alzoubi
- Department of Pharmacy Practice and Pharmacotherapeutics, University of Sharjah, Sharjah, United Arab Emirates
- Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Natansh D. Modi
- College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Ross A. Mckinnon
- College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Michael J. Sorich
- College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Ashley M. Hopkins
- College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Ahmad Y. Abuhelwa
- Department of Pharmacy Practice and Pharmacotherapeutics, University of Sharjah, Sharjah, United Arab Emirates
- Research Institute of Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
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Li X, Sun X, Fang B, Leng Y, Sun F, Wang Y, Wang Q, Jin J, Yang M, Xu B, Fang Z, Chen L, Chen Z, Yang Q, Zhang K, Ye Y, Geng H, Sun Z, Hao D, Huang H, Wang X, Jing H, Ma L, Pan X, Chen W, Li J. Development and validation of a new risk assessment model for immunomodulatory drug-associated venous thrombosis among Chinese patients with multiple myeloma. Thromb J 2023; 21:105. [PMID: 37794471 PMCID: PMC10552366 DOI: 10.1186/s12959-023-00534-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 08/19/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND Individuals with multiple myeloma (MM) receiving immunomodulatory drugs (IMiDs) are at risk of developing venous thromboembolism (VTE), a serious complication. There is no established clinical model for predicting VTE in the Chinese population. We develop a new risk assessment model (RAM) for IMiD-associated VTE in Chinese MM patients. METHODS We retrospectively selected 1334 consecutive MM patients receiving IMiDs from 16 medical centers in China and classified them randomly into the derivation and validation cohorts. A multivariate Cox regression model was used for analysis. RESULTS The overall incidence of IMiD-related VTE in Chinese MM patients was 6.1%. Independent predictive factors of VTE (diabetes, ECOG performance status, erythropoietin-stimulating agent use, dexamethasone use, and VTE history or family history of thrombosis) were identified and merged to develop the RAM. The model identified approximately 30% of the patients in each cohort at high risk for VTE. The hazard ratios (HRs) were 6.08 (P < 0.001) and 6.23 (P < 0.001) for the high-risk subcohort and the low-risk subcohort, respectively, within both the derivation and validation cohorts. The RAM achieved satisfactory discrimination with a C statistic of 0.64. The stratification approach of the IMWG guidelines yielded respective HRs of 1.77 (P = 0.053) and 1.81 (P = 0.063). The stratification approach of the SAVED score resulted in HRs of 3.23 (P = 0.248) and 1.65 (P = 0.622), respectively. The IMWG guideline and the SAVED score-based method yielded C statistics of 0.58 and 0.51, respectively. CONCLUSIONS The new RAM outperformed the IMWG guidelines and the SAVED score and could potentially guide the VTE prophylaxis strategy for Chinese MM patients.
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Affiliation(s)
- Xiaozhe Li
- Department of Haematology, First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Er Road, Guangzhou, 510000, Guangdong, China
| | - Xiuli Sun
- Department of Haematology, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Baijun Fang
- Department of Haematology, Henan Cancer Hospital, Zhengzhou, China
| | - Yun Leng
- Department of Haematology, Beijing Chaoyang Hospital, Beijing, China
| | - Fangfang Sun
- Department of Haematology, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yaomei Wang
- Department of Haematology, Henan Cancer Hospital, Zhengzhou, China
| | - Qing Wang
- Department of Haematology, Guizhou Provincial People's Hospital, Guiyang, China
| | - Jie Jin
- Department of Haematology, First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Min Yang
- Department of Haematology, First Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Bing Xu
- Department of Haematology, First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhihong Fang
- Department of Haematology, First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Lijuan Chen
- Department of Haematology, Jiangsu Provincial People's Hospital, Nanjing, China
| | - Zhi Chen
- Department of Haematology, Jiangsu Provincial People's Hospital, Nanjing, China
| | - Qimei Yang
- Department of Haematology, Shantou Central Hospital, Shantou, China
| | - Kejie Zhang
- Department of Haematology, Zhongshan Hospital Affiliated to Xiamen University, Xiamen, China
| | - Yinhai Ye
- Department of Haematology, Zhongshan Hospital Affiliated to Xiamen University, Xiamen, China
| | - Hui Geng
- Department of Haematology, Affiliated Hospital of Qinghai University, Xining, China
| | - Zhiqiang Sun
- Department of Haematology, Shenzhen Hospital of Southern Medical University, Shenzhen, China
| | - Dan Hao
- Department of Haematology, Shenzhen Hospital of Southern Medical University, Shenzhen, China
| | - Hongming Huang
- Department of Haematology, Nantong University Hospital, Nantong, China
| | - Xiaotao Wang
- Department of Haematology, Second Affiliated Hospital of Guilin Medical College, Guilin, China
| | - Hongmei Jing
- Department of Haematology, Peking University Third Hospital, Beijing, China
| | - Lan Ma
- Department of Haematology, Peking University Third Hospital, Beijing, China
| | - Xueyi Pan
- Department of Haematology, First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, China
| | - Wenming Chen
- Department of Haematology, Beijing Chaoyang Hospital, Beijing, China.
| | - Juan Li
- Department of Haematology, First Affiliated Hospital of Sun Yat-sen University, No. 58 Zhongshan Er Road, Guangzhou, 510000, Guangdong, China.
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da Costa IHF, de Pádua CAM, de Miranda Drummond PL, Silveira LP, Malta JS, Dos Santos RMM, Reis AMM. Comparison of three risk assessment models for thromboembolism in multiple myeloma patients receiving immunomodulators: a Brazilian historical cohort. J Thromb Thrombolysis 2023:10.1007/s11239-023-02817-7. [PMID: 37133703 DOI: 10.1007/s11239-023-02817-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/11/2023] [Indexed: 05/04/2023]
Abstract
Venous thromboembolism (VTE) is among the complications of Multiple Myeloma (MM) and may occur in up to 10% of this patient population. However, medications used in MM therapy such as immunomodulators (IMID) may raise these rates. Thus, risk prediction models have been developed to quantify the risk of VTE in MM patients. The aim of this study is to compare the performance of three risk assessment models for VTE in newly diagnosed MM (NDMM) patients using immunomodulatory agents. A historical cohort study during a 10-year period in a Brazilian metropolis with NDMM treated with IMID. Data were collected from patient's medical charts for the period of one year to calculate the scores using IMPEDE VTE, SAVED, and International Myeloma Working Group (IMWG) guidelines. The area under the curve (AUC) of the Receiver Operating Characteristic curve analysis was calculated to assess the discriminative power of three risk assessment models. We included 131 patients (9 in the VTE group versus 122 in the non VTE group). According to IMPEDE, 19.1, 62.6, and 18.3% of patients were considered low, intermediate, and high risk, respectively. SAVED classified 32.1% as high risk and 64.9% had ≥2 risk factors based on IMWG guidelines. The AUC of the IMPEDE VTE score was 0.80 (95% CI 0.66-0.95, p = 0.002), of the SAVED score was 0.69 (95% CI 0.49-0.89, p = 0.057), and of the IMWG risk score was 0.68 (95% CI 0.48-0.88, p = 0.075). IMPEDE VTE was the most accurate in predicting the development of VTE in Brazilian patients on IMID therapy. The SAVED score and the IMWG guidelines did not show discriminative ability in predicting VTE based on the population involved in this study.
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Affiliation(s)
- Iwyson Henrique Fernandes da Costa
- Programa de Pós-Graduação em Medicamentos e Assistência Farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
- Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
| | - Cristiane Aparecida Menezes de Pádua
- Programa de Pós-Graduação em Medicamentos e Assistência Farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Paula Lana de Miranda Drummond
- Programa de Pós-Graduação em Medicamentos e Assistência Farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Lívia Pena Silveira
- Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Jéssica Soares Malta
- Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Adriano Max Moreira Reis
- Programa de Pós-Graduação em Medicamentos e Assistência Farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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Palmaro A, Rougé-Bugat ME, Gauthier M, Despas F, Moulis G, Lapeyre-Mestre M. Real-life practices for preventing venous thromboembolism in multiple myeloma patients: a cohort study from the French health insurance database. Pharmacoepidemiol Drug Saf 2017; 26:578-586. [PMID: 28198064 DOI: 10.1002/pds.4180] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Revised: 12/12/2016] [Accepted: 01/19/2017] [Indexed: 12/28/2022]
Abstract
PURPOSE The risk of venous thromboembolic event (VTE) in multiple myeloma is particularly increased. Current guidelines recommend systematic VTE prophylaxis with vitamin K antagonists (VKA) or low weight molecular heparin (LWMH) or unfractionated heparin (UFH) in high-risk patients, based on treatment received [e.g. use of IMiDs (thalidomide, lenalidomide and pomalidomide), alkylating agents or erythropoietin] and individual risk factors (e.g. history of VTE). The aim of this study was to describe strategy of VTE prophylaxis and prescribing of other antithrombotic agents during the first 6 months of multiple myeloma therapy, with stratification on IMiD-based regimens and drug and disease-related risk factors. METHODS A retrospective cohort study of French beneficiaries from the health insurance database (SNIIRAM, Système National d'Information Inter-Régime de l'Assurance Maladie) was designed in the Midi-Pyrénées area (South West France). Patients starting a treatment for multiple myeloma in the period 2011-2014 were identified through hospital and chronic disease diagnoses. RESULTS Among the 236 incident multiple myeloma patients, 56% male (n = 133), 67% >65 years (n = 159) and 47% (n = 110) patients received an IMiD-based regimen. In these patients, 63% (n = 69) were identified as high-risk patients with indication for low molecular weight heparin or equivalent, and 37% (n = 41) were identified as low-risk with aspirin recommended. Among the high-risk IMiDs patients, 43% (30/69) currently received a VTE prophylaxis after starting their first regimen: 70% LWMH (21/30), 40% VKA (12/30), 10% UFH (3/30) and 13% (4/30) other drugs (rivaroxaban and fondaparinux); 33% of the patients (23/69) received an antiplatelet drug only, and 23% (16/69) did not receive any antithrombotic drug. CONCLUSIONS These results revealed lack of implementation of VTE prophylaxis in one out of high-risk multiple myeloma patients with IMiD. Copyright © 2017 John Wiley & Sons, Ltd.
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Affiliation(s)
- Aurore Palmaro
- Medical and Clinical Pharmacology department, Toulouse University Hospital, Toulouse, France.,UMR INSERM 1027, University of Toulouse, Toulouse, France.,CIC 1436, Toulouse University Hospital, Toulouse, France
| | - Marie-Eve Rougé-Bugat
- UMR INSERM 1027, University of Toulouse, Toulouse, France.,Academic Department of Family Medicine, Faculty of Medicine Toulouse, University of Toulouse, Toulouse, France
| | - Martin Gauthier
- Department of Haematology, Toulouse University Hospital, Toulouse, France
| | - Fabien Despas
- Medical and Clinical Pharmacology department, Toulouse University Hospital, Toulouse, France.,UMR INSERM 1027, University of Toulouse, Toulouse, France.,CIC 1436, Toulouse University Hospital, Toulouse, France
| | - Guillaume Moulis
- Medical and Clinical Pharmacology department, Toulouse University Hospital, Toulouse, France.,UMR INSERM 1027, University of Toulouse, Toulouse, France.,CIC 1436, Toulouse University Hospital, Toulouse, France.,Department of Internal Medicine, Toulouse University Hospital, Toulouse, France
| | - Maryse Lapeyre-Mestre
- Medical and Clinical Pharmacology department, Toulouse University Hospital, Toulouse, France.,UMR INSERM 1027, University of Toulouse, Toulouse, France.,CIC 1436, Toulouse University Hospital, Toulouse, France
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