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Chen H, Zhang Y, Wang Z, Wu L, Fei X, Wei W, Peng R, Chen X, Shi H, Zhou N, Yu W, Zhao W, Zhou F. Thrombotic events in patients with multiple myeloma and their impact on overall survival. Hematology 2025; 30:2464316. [PMID: 39968834 DOI: 10.1080/16078454.2025.2464316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Accepted: 12/08/2024] [Indexed: 02/20/2025] Open
Abstract
OBJECTIVE Thrombotic events (TEs) are common and severe complications of newly diagnosed multiple myeloma (NDMM). However, the impact of thrombosis on the survival of myeloma patients remains controversial. The aim of our study was to identify independent high-risk factors for thrombosis as well as to explore the association between the incidence of TEs and survival in patients with NDMM. METHODS We analyzed the clinical characteristics, laboratory results, and survival information of 181 patients with NDMM who were treated at Shanghai Jing'an District Zhabei Central Hospital between July 2020 and March 2024. RESULTS Twenty patients (11.0%) developed TEs, including 15 cases (8.28%) of venous thrombosis and 5 cases (2.76%) of arterial thrombosis. Patients who developed TEs were significantly older than those who did not develop TEs (64 vs. 70 years, p = 0.018). The association of TEs with age demonstrated by univariate analysis (HR 1.061, 95% CI 1.010-1.115, p = 0.019) was maintained in multivariable analysis adjusted for interphase fluorescence in situ hybridization, sex, lactate dehydrogenase levels, M protein types, induction regimens, and the International Staging System (HR 1.103, 95% CI 1.018-1.195, p = 0.016). In addition, TEs adversely affect patients' overall survival (27 months vs. not reached, p = 0.01), especially those with arterial thrombosis (16 months vs. not reached, p = 0.06). CONCLUSION Age is an independent high-risk factor for TEs in patients with NDMM. The occurrence of TEs shortens the overall survival of myeloma patients, and arterial thrombosis has more severe impact than venous thrombosis. Effective management of thromboprophylaxis is needed for NDMM patients, especially for elderly patients.
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Affiliation(s)
- Haimin Chen
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Ying Zhang
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Zhenzhen Wang
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Lixia Wu
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Xichang Fei
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Wei Wei
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Rong Peng
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Xiaoling Chen
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Haotian Shi
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Nian Zhou
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Wenjun Yu
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Wenhao Zhao
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
| | - Fan Zhou
- Department of Hematology and Oncology, Shanghai Jing'an District Zhabei Central Hospital, Shanghai, People's Republic of China
- Myeloma Cooperative Group of Shanghai District and County Blood Alliance, Shanghai, People's Republic of China
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Gursoy V, Baysal M, Sadri S, Hunutlu FC, Ersal T, Gul OO, Kose E, Celik E, Baysal S, Gullu Koca T, Cubukcu S, Ergun E, Yavuz S, Ozkocaman V, Ozkalemkas F. Comparative Analysis and Validation of the IMPEDED VTE, IMPEDE VTE, and SAVED Risk Models in Predicting Venous Thromboembolism in Multiple Myeloma Patients: A Retrospective Study in Türkiye. Diagnostics (Basel) 2025; 15:633. [PMID: 40075881 PMCID: PMC11899139 DOI: 10.3390/diagnostics15050633] [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: 01/27/2025] [Revised: 03/03/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025] Open
Abstract
Background: Several thrombotic risk assessment models have been proposed for identifying patients with a high risk of thrombosis (the IMPEDE venous thromboembolism (VTE), SAVED, and PRISM scores) in multiple myeloma (MM). Recently, adding a biomarker (D-dimer) for the IMPEDE VTE score has shown that it can boost the detection power of IMPEDED VTE. However, data from studies comparing these models in MM are scarce. Even real-world data arguing the utility of thrombotic risk assessment models in MM from low- or middle-income countries like Türkiye are lacking. Methods: We aimed to show the possibility of detecting VTE using the IMPEDED VTE score in our cohort by retrospectively screening MM patients. Therefore, we aimed to compare the IMPEDE VTE, SAVED and IMPEDED VTE scoring models. Results: We conducted a retrospective analysis of 455 MM patients from three centers in Bursa, Türkiye, evaluating the incidence of VTE within six months of the treatment. The IMPEDED VTE score showed superior predictive accuracy (c-statistic of 0.701), compared to the IMPEDE VTE (0.618) and SAVED (0.633) scores, demonstrating the added value of D-dimer as a biomarker. The cumulative incidence of VTE in the cohort was 10.7%, comparable to rates observed in real-world studies. Conclusions: Despite the interventions and thrombotic risk assessment models, thrombosis remains a high-risk entity. Personalized risk assessment tools, such as IMPEDED VTE, could be used to manage thrombotic risk in MM patients, particularly in resource-limited settings. Albeit the thromboprophylaxis (51.6%), our findings support the utility of biomarker-enhanced models for better VTE-risk stratification, particularly in resource-limited settings.
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Affiliation(s)
- Vildan Gursoy
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Mehmet Baysal
- The Department of Hematology, Tekirdag İ. Fehmi Cumalioglu City Hospital, 59030 Tekirdag, Türkiye;
| | - Sevil Sadri
- The Division of Hematology, The Department of Internal Medicine, Bursa City Hospital, 16250 Bursa, Türkiye
| | - Fazil Cagri Hunutlu
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Tuba Ersal
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Ozgur Omer Gul
- The Department of Internal Medicine, Bursa City Hospital, 16250 Bursa, Türkiye; (O.O.G.)
| | - Elif Kose
- The Department of Internal Medicine, Bursa City Hospital, 16250 Bursa, Türkiye; (O.O.G.)
| | - Esra Celik
- The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Serap Baysal
- The Department of Public Health, The Faculty of Medicine, Tekirdag Namık Kemal University, 59030 Tekirdag, Türkiye
| | - Tuğba Gullu Koca
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Sinem Cubukcu
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Ezel Ergun
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Seyma Yavuz
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Vildan Ozkocaman
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
| | - Fahir Ozkalemkas
- The Division of Hematology, The Department of Internal Medicine, The Faculty of Medicine, Uludag University, 16059 Bursa, Türkiye
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Huang Y, Liang H, Huang S, Xie X, Deng B, Liang W. Evaluation of risk factors for thromboembolic events in multiple myeloma patients using multiple machine learning models. Medicine (Baltimore) 2025; 104:e41428. [PMID: 39960959 PMCID: PMC11835105 DOI: 10.1097/md.0000000000041428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 01/16/2025] [Indexed: 02/20/2025] Open
Abstract
Venous thromboembolic events (VTE) is a frequent complication in multiple myeloma (MM) patients, raising mortality. This study aims to use machine learning to identify VTE risk factors in MM, helping to pinpoint high-risk individuals for better clinical management and prognosis. A retrospective analysis was conducted on the basic information, laboratory test results, treatment plans, and thrombosis prevention measures of 428 newly diagnosed MM patients at our hospital from December 2018 to December 2022. We used logistic regression (LR), random forest, and gradient boosting machine (GBM) models to identify and assess the risk factors for VTE in patients with MM. Among 428 patients with MM, 48 cases (11.21%) had concomitant VTE, including 10 cases of deep vein thrombosis with pulmonary embolism, while the remaining 38 cases were solely deep vein thrombosis. The results of the multifactorial LR analysis indicate that C-reactive protein (CRP), fibrinogen, von Willebrand factor (vWF), factor VIII (FVIII), and treatment regimen immunomodulator in the patient's treatment regimen are independent factors influencing the risk of VTE in patients with MM. In the analysis of the random forest model, we found that CRP and fibrinogen are the most important factors for predicting the risk of VTE in patients with MM, with the highest Gini indices of 12.76 and 12.31, respectively. In addition, vWF, FVIII, age, platelet count, D-dimer, β2 microglobulin, serum creatinine, and albumin were also considered key variables affecting the risk of VTE in MM patients. In the GBM model, the importance ranking of variables showed that FIB and CRP are the most important predictive factors, with influences of 36.84 and 28.56, respectively. In addition, other important variables include vWF, FVIII, age, albumin, neutrophils, β2 microglobulin, and D-dimer. We found that CRP and fibrinogen were the most important risk factors in all 3 models, while vWF and FVIII were also confirmed as significant risk factors. The identification of these common risk factors provides a clear focus for clinical practice to more accurately identify high-risk groups for VTE among MM patients.
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Affiliation(s)
- Yi Huang
- Department of Hematology, Guigang City People’s Hospital, Guigang, Guangxi, China
| | - Haimei Liang
- Department of Hematology, Guigang City People’s Hospital, Guigang, Guangxi, China
| | - Shaoxin Huang
- Department of Hematology, Guigang City People’s Hospital, Guigang, Guangxi, China
| | - Xueli Xie
- Department of Hematology, Guigang City People’s Hospital, Guigang, Guangxi, China
| | - Bin Deng
- Department of Hematology, Guigang City People’s Hospital, Guigang, Guangxi, China
| | - Wenjie Liang
- Department of Hematology, Guigang City People’s Hospital, Guigang, Guangxi, China
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Abdul Aziz NI, Palaniappan S, Kamal Rodin NS, Chong GY, Jerome TTC, Aizuddin AN, Tumian NR. Incidence of Venous Thromboembolism and Its Associated Risk Factors in Newly Diagnosed Multiple Myeloma Patients in the Klang Valley, Malaysia. J Clin Med 2025; 14:759. [PMID: 39941428 PMCID: PMC11818754 DOI: 10.3390/jcm14030759] [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: 11/29/2024] [Revised: 12/21/2024] [Accepted: 01/01/2025] [Indexed: 02/16/2025] Open
Abstract
Background: Venous thromboembolism (VTE) is a potentially severe medical problem among multiple myeloma (MM) patients, with evolving treatment regimens potentially increasing the thrombotic risk. Data on VTE incidence and risk factors in multiethnic Malaysian MM patients are limited. This study aimed to assess VTE incidence and risk factors in newly diagnosed MM (NDMM) patients at two tertiary centres in Klang Valley, Malaysia. Methods: This retrospective cohort study included NDMM patients, aged ≥18, diagnosed between January 2015 and December 2022 at Hospital Canselor Tuanku Muhriz and Hospital Ampang. Patient demographics, clinical characteristics, MM therapies, and thromboprophylaxis data were analysed. VTE is defined as deep vein thrombosis (DVT) or pulmonary embolism (PE), confirmed by imaging. Results: Among the 216 NDMM patients (mean age: 62.4 ± 10.6 years), 22 (10.2%) developed VTE (15 DVT, five PE, and two both). The median time from MM diagnosis to VTE was 3.5 months (IQR 5.3). A univariate analysis identified the female sex, an ECOG performance status ≥ 2, diabetes mellitus, a recent orthopaedic surgery (<6 months), a SAVED score ≥ 2, and an IMPEDE-VTE score > 3 as significant risk factors. In the multivariable logistic regression, the female sex (aOR 8.56, 95% CI: 1.95-37.48), an ECOG status ≥ 2 (aOR 12.74, 95% CI: 3.37-48.17), and a recent orthopaedic surgery (aOR 21.79, 95% CI: 3.10-153.38) were the independent risk factors of VTE among NDMM patients. Conclusions: VTE incidence in our NDMM cohort was 10.2%. Independent risk factors included the female sex, a poor performance status, and a recent orthopaedic surgery. Individualised thromboprophylaxis strategies are crucial, warranting further real-world studies to optimise anticoagulation regimens.
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Affiliation(s)
- Nurul Izzati Abdul Aziz
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia; (N.I.A.A.); (S.P.); (G.Y.C.)
- Hospital Canselor Tuanku Muhriz (HCTM), Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia;
| | - Sivakumar Palaniappan
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia; (N.I.A.A.); (S.P.); (G.Y.C.)
- Hospital Canselor Tuanku Muhriz (HCTM), Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia;
| | - Nor Saaidah Kamal Rodin
- Hospital Canselor Tuanku Muhriz (HCTM), Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia;
| | - Guang Yong Chong
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia; (N.I.A.A.); (S.P.); (G.Y.C.)
- Hospital Canselor Tuanku Muhriz (HCTM), Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia;
| | - Tan Tsen Chuen Jerome
- Hematology Department, Hospital Ampang, Jalan Mewah Utara, Ampang 68000, Selangor, Malaysia;
| | - Azimatun Noor Aizuddin
- Department of Public Health Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia;
| | - Nor Rafeah Tumian
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia; (N.I.A.A.); (S.P.); (G.Y.C.)
- Hospital Canselor Tuanku Muhriz (HCTM), Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, Kuala Lumpur 56000, Malaysia;
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Xu Y, Mallity C, Collins E, Siegal DM, Wang TF, Carrier M. Anticoagulation for the prevention of arterial thromboembolism in cancer patients by primary tumour site: a systematic review and meta-analysis of randomized trials. EUROPEAN HEART JOURNAL. CARDIOVASCULAR PHARMACOTHERAPY 2025; 10:665-675. [PMID: 39271464 PMCID: PMC11724142 DOI: 10.1093/ehjcvp/pvae068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/28/2024] [Accepted: 09/12/2024] [Indexed: 09/15/2024]
Abstract
AIMS The incidence of arterial thromboembolism (ATE) among ambulatory cancer patients varies by primary tumour site. However, it is unclear whether this alters the benefit-to-harm profile of prophylactic anticoagulation for ATE prevention. Therefore, we systematically evaluated the efficacy and safety of anticoagulants for ATE prevention among ambulatory cancer patients according to the primary tumour site. METHODS AND RESULTS We conducted a systematic review using Medline, Embase, SCOPUS, and CENTRAL, and included randomized trials comparing prophylactic anticoagulation to no anticoagulation among ambulatory cancer patients who initiated tumour-directed systemic therapy. The incidence of symptomatic ATE (acute ischaemic stroke, acute myocardial infarction, or peripheral artery occlusion) and major bleeding, as well as risk differences (RDs) attributable to anticoagulation, were meta-analysed by primary tumour site using random-effects modelling. We included 10 randomized controlled trials with 9875 patients with follow-up ranging from 3.3 to 68 (median 6.6) months. While prophylactic anticoagulation did not reduce ATE risks overall (RD -0.49%; 95% CI -0.49% to 0.01%; I2 = 0%), it conferred a protective effect among pancreatic cancer patients (RD -3.2%; 95%CI -5.7% to -0.8%; I2 = 0%) without a detectable increase in major bleeding (RD -1.4%; 95% CI -4.6% to 1.8%; I2 = 0%). Prophylactic anticoagulation was not associated with ATE risk reduction in other tumour sites. CONCLUSION Based on available evidence, prophylactic anticoagulation did not reduce ATE risk among ambulatory cancer patients overall. However, we observed a lower incidence of ATE among pancreatic cancer patients randomized to receive anticoagulation. Prophylactic anticoagulant use to reduce ATEs in pancreatic cancer should be evaluated in future research.
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Affiliation(s)
- Yan Xu
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, K1H 8M2, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, K1G 5Z3, Canada
| | - Caroline Mallity
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, K1H 8M2, Canada
| | - Erin Collins
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, K1G 5Z3, Canada
| | - Deborah M Siegal
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, K1H 8M2, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, K1G 5Z3, Canada
| | - Tzu-Fei Wang
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, K1H 8M2, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, K1G 5Z3, Canada
| | - Marc Carrier
- Department of Medicine, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, K1H 8M2, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, K1G 5Z3, Canada
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Charalampous C, Shah D, Kumar S, Chakraborty R. Thromboprophylaxis in multiple myeloma: a case-based review with practical guidelines. Ann Hematol 2024; 103:3881-3888. [PMID: 38630132 DOI: 10.1007/s00277-024-05733-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 03/28/2024] [Indexed: 10/27/2024]
Abstract
Venous thromboembolism (VTE) poses a significant challenge in the context of multiple myeloma, with an incidence of up to 10% in newly diagnosed patients and varying frequency in the relapsed/refractory setting. Accurate VTE risk assessment and personalized thromboprophylaxis strategies are important parts of supportive care in myeloma. There are three validated risk assessment models for prediction of VTE risk in newly diagnosed myeloma-SAVED, IMPEDE-VTE, and PRISM. In this review, we delve into the practical applications of VTE risk prediction models in the context of current therapies. By emphasizing the necessity of a tailored approach, we underscore the importance of considering patient-specific, disease-specific, and treatment-specific risk factors in each clinical scenario, and using that data to complement the output from risk assessment models. We also provide a summary of currently available data on VTE thromboprophylaxis in myeloma, and highlight specific situations where direct oral anticoagulants should be strongly considered. Our objective is to fill the critical gaps in VTE prophylaxis and management through the analysis of specific patient cases and provide a practical overview for clinicians.
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Affiliation(s)
| | - Darshi Shah
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Shaji Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Rajshekhar Chakraborty
- Multiple Myeloma and Amyloidosis Program, Columbia University Irving Medical Center, Herbert Irving Comprehensive Cancer Center, New York, NY, USA.
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Fernandez-Vargas OE, Amezcua I, Cabello B, Quintana Martinez A, Espinoza R, Cesarman-Maus G. Multiple myeloma: retrospective assessment of routine thromboprophylaxis and utility of thrombotic risk scores. Res Pract Thromb Haemost 2024; 8:102571. [PMID: 39552772 PMCID: PMC11564956 DOI: 10.1016/j.rpth.2024.102571] [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: 04/27/2024] [Revised: 08/09/2024] [Accepted: 09/06/2024] [Indexed: 11/19/2024] Open
Abstract
Background The high risk of venous thromboembolism (VTE) in multiple myeloma (MM) warrants primary thromboprophylaxis for most patients. Myeloma-specific thrombotic risk scores (TRSs), such as IMPEDE-VTE, SAVED, and PRISM, were developed to improve risk assessment and guide antithrombotic strategies. Their performance is variable and has not yet been tested in Latin America. Objectives We aimed to assess the use of primary thromboprophylaxis, the incidence of VTE and bleeding events, and the effectiveness of TRSs in patients with newly diagnosed MM. Methods This was a retrospective, single-center study. Cumulative VTE rates and TRS performance were analyzed using survival and receiver operating characteristic curves. Results The study included 250 newly diagnosed MM patients; the vast majority (98.6%) received aspirin as thromboprophylaxis. VTE occurred in 8% within the initial 6 months, increasing to 14.8% over a median follow-up of 19 months. High rates of major bleeding (4.8%) and clinically relevant nonmajor bleeding (4.4%) events were documented. A minimal proportion (0.8%, 0.5%, and 1.2%) of patients were classified as low risk by IMPEDE-VTE, PRISM, and SAVED scores, respectively. Only IMPEDE-VTE exhibited a trend for distinguishing between intermediate-risk (7.14%) and high-risk (13.2%) groups (P = .09). PRISM and SAVED scores showed limited utility. VTE did not impact survival. Conclusion Aspirin as primary thromboprophylaxis carries an unacceptable risk of VTE and bleeding in patients at intermediate or high thrombotic risk. The IMPEDE-VTE score performed best, although without reaching statistical significance. We confirm that VTE does not portend poor overall survival in MM.
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Affiliation(s)
| | - Isabel Amezcua
- Department of Hematology, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - Beatriz Cabello
- Department of Hematology, Instituto Nacional de Cancerología, Mexico City, Mexico
| | | | - Ramiro Espinoza
- Department of Hematology, Instituto Nacional de Cancerología, Mexico City, Mexico
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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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9
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Alikhan R, Gomez K, Maraveyas A, Noble S, Young A, Thomas M. Cancer-associated venous thrombosis in adults (second edition): A British Society for Haematology Guideline. Br J Haematol 2024; 205:71-87. [PMID: 38664942 DOI: 10.1111/bjh.19414] [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: 01/17/2024] [Revised: 03/08/2024] [Accepted: 03/11/2024] [Indexed: 07/13/2024]
Abstract
A shared decision on the most appropriate agent for the treatment of cancer-associated thrombosis should consider the following factors, which should be reassessed as patients continue along their cancer care pathway: risk of bleeding; tumour site; suitability of oral medications; potential for drug-drug interactions; and patient preference and values regarding choice of drug. Continuing anticoagulation beyond 6 months in patients with cancer-associated venous thromboembolism and active cancer is recommended.
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Affiliation(s)
- Raza Alikhan
- University Hospital of Wales, Cardiff, UK
- Division of Population Medicine, Cardiff University School of Medicine, Cardiff, UK
| | - Keith Gomez
- Haemophilia Centre and Thrombosis Unit, Royal Free London NHS Foundation Trust, London, UK
| | - Anthony Maraveyas
- Centre for Clinical Sciences, The Hull York Medical School, York, UK
| | - Simon Noble
- Division of Population Medicine, Cardiff University School of Medicine, Cardiff, UK
| | - Annie Young
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Mari Thomas
- University College London Hospitals NHS Foundation Trust, London, UK
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10
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Costa BA, Costa TA, Saravia SD, Felix N, Tan CR, Korde N, Richter J. Thromboembolic risk of carfilzomib or bortezomib in combination with lenalidomide and dexamethasone for newly diagnosed multiple myeloma: A comparative systematic review and meta-analysis. Am J Hematol 2024; 99:1056-1065. [PMID: 38488702 DOI: 10.1002/ajh.27288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/06/2024] [Accepted: 03/04/2024] [Indexed: 05/16/2024]
Abstract
Thrombosis represents a frequent and potentially severe complication in individuals diagnosed with multiple myeloma (MM). These events can be driven by both the disease as well as the therapies themselves. Overall, available evidence is inconclusive about the differential thrombogenicity of carfilzomib/lenalidomide/dexamethasone (KRd) and bortezomib/lenalidomide/dexamethasone (VRd). This meta-analysis compares the risk for venous thromboembolism (VTE; including deep venous thrombosis and pulmonary embolism) and arterial thromboembolism (ATE; including myocardial infarction and ischemic stroke) with KRd versus VRd as primary therapy for newly diagnosed MM (NDMM). Out of 510 studies identified after deduplication, one randomized controlled trial and five retrospective cohort studies were included. We analyzed 2304 patients (VRd: 1380; KRd: 924) for VTE events and 2179 patients (VRd: 1316; KRd: 863) for ATE events. Lower rates of VTE were observed in the VRd group when compared with the KRd group (6.16% vs. 8.87%; odds ratio [OR], 0.53; 95% confidence interval [CI], 0.32-0.88; p = .01). Both treatment groups exhibited minimal ATE incidence, with no significant difference between them (0.91% vs. 1.16%; OR, 1.01; 95% CI, 0.24-4.20; p = .99). In view of potential biases from retrospective studies, heterogeneity of baseline population characteristics, and limited access to patient-level data (e.g., VTE risk stratification and type of thromboprophylaxis regimen used) inherent to this meta-analysis, additional research is warranted to further validate our findings and refine strategies for thrombosis prevention in MM.
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Affiliation(s)
- Bruno Almeida Costa
- Department of Medicine, Mount Sinai Morningside and West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Medicine, Memorial Sloan Kettering Cancer, New York, New York, USA
| | | | - Sara Diaz Saravia
- Department of Medicine, Mount Sinai Morningside and West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nicole Felix
- Department of Medicine, Federal University of Campina Grande, Campina Grande, Brazil
| | - Carlyn Rose Tan
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer, New York, New York, USA
- Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Neha Korde
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer, New York, New York, USA
- Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Joshua Richter
- Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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11
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Sanfilippo KM, Wang TF. Venous thromboembolism and mortality in patients with hematological malignancies. BLEEDING, THROMBOSIS AND VASCULAR BIOLOGY 2024; 3:119. [PMID: 39669477 PMCID: PMC11636961 DOI: 10.4081/btvb.2024.119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 04/15/2024] [Indexed: 12/14/2024]
Abstract
Mortality and venous thromboembolism (VTE) are major risks for patients with hematological malignancies. However, they are commonly underrepresented in major clinical trials of VTE. Treatment decisions are further complicated by the unique characteristics they frequently exhibit, such as thrombocytopenia. In addition to discussing treatment challenges, knowledge gaps, and future directions, our goal in this narrative review is to provide an overview of the epidemiology and risk factors of mortality in patients with hematological malignancies and VTE.
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Affiliation(s)
- Kristen M Sanfilippo
- Department of Medicine, Washington University School of Medicine, Saint Louis, MO, United States
- John Cochran Saint Louis Veterans Administration Medical Center, Saint Louis, MO, United States
| | - Tzu-Fei Wang
- Department of Medicine, University of Ottawa at The Ottawa Hospital and Ottawa Hospital Research Institute, Ottawa, ON, Canada
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12
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Han HJ, Kim M, Lee J, Suh HS. The Risk of Venous Thromboembolism and Ischemic Stroke Stratified by VTE Risk Following Multiple Myeloma: A Korean Population-Based Cohort Study. J Clin Med 2024; 13:2829. [PMID: 38792371 PMCID: PMC11121838 DOI: 10.3390/jcm13102829] [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: 04/13/2024] [Revised: 04/23/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
Background: Multiple myeloma (MM) is associated with high morbidity and mortality, with elevated rates of arterial thrombosis and venous thromboembolism (VTE) and ischemic stroke (IS). We aimed to estimate the incidence of VTE and IS categorized by the VTE risk grade among individuals with MM in Korea. Additionally, we explored the potential of the IMPEDE VTE score as a tool for assessing IS risk in patients with MM. Methods: This retrospective cohort study comprised 37,168 individuals aged ≥ 18 years newly diagnosed with MM between January 2008 and December 2021 using the representative claims database of the Korean population. The risk of the incidence of VTE and IS within 6 months after MM diagnosis was stratified based on high-risk (IMPEDE VTE score ≥ 8) and low-risk (<8) categories. The hazard ratios (HRs) were estimated using Cox proportional hazard models. Results: The VTE incidence was 120.4 per 1000 person-years and IS incidence was 149.3 per 1000 person-years. Statistically significant differences were observed in the cumulative incidence rates of VTE between groups with high and low VTE scores (p < 0.001) and between individuals aged ≤ 65 years (p < 0.001) and those with a Charlson comorbidity index (CCI) ≥ 3 compared to lower scores (p < 0.001). Additionally, the cumulative incidence rate of IS differed significantly across all groups (p < 0.001). The HR for the high-risk group in VTE and IS occurrence was 1.59 (95% CI, 1.26-2.00) and 3.47 (95% CI, 2.99-4.02), respectively. Conclusions: It is important to screen and manage high-risk groups for the early development of VTE or IS in patients with newly diagnosed MM.
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Affiliation(s)
- Hyun Jin Han
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea; (H.J.H.); (J.L.)
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
| | - Miryoung Kim
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
- College of Pharmacy, Pusan National University, Busan 46241, Republic of Korea
| | - Jiyeon Lee
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea; (H.J.H.); (J.L.)
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
| | - Hae Sun Suh
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea; (H.J.H.); (J.L.)
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
- College of Pharmacy, Kyung Hee University, Seoul 02447, Republic of Korea
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13
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Adrianzen-Herrera D, Giorgio K, Walker RF, Sparks AD, Gergi M, Zakai NA, Lutsey PL. Bleeding risk from anticoagulant thromboprophylaxis in patients with multiple myeloma: a MarketScan analysis. Res Pract Thromb Haemost 2024; 8:102418. [PMID: 38798793 PMCID: PMC11127259 DOI: 10.1016/j.rpth.2024.102418] [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: 01/16/2024] [Revised: 04/11/2024] [Accepted: 04/16/2024] [Indexed: 05/29/2024] Open
Abstract
Background Multiple myeloma (MM) is associated with high risk of venous thromboembolism (VTE). Anticoagulant prophylaxis is frequently recommended but underutilized partly due to the absence of studies assessing bleeding risk. Objectives To determine the rate of severe (hospitalized) bleeding from thromboprophylaxis in patients treated for MM and identify clinical risk factors for bleeding in this population. Methods Using the MarketScan database, we analyzed 6656 patients treated for MM between 2013 and 2021. Concomitant thromboprophylaxis was defined using prescription claims. Hospitalized bleeding was identified through the Cunningham algorithm. Bleeding rates were compared by thromboprophylaxis status, and Cox regression identified risk factors for bleeding. Results Anticoagulant thromboprophylaxis was used in 6.6% (436) patients treated for MM. Patients on thromboprophylaxis had a higher rate of immunomodulatory-based therapy (63.8% vs 46.7%; P < .01) and lower rate of antiplatelet use (2.1% vs 4.7%; P < .01). Bleeding occurred in 1.4% of them during median follow-up of 1.3 years. Rate of severe bleeding was not different between those on prophylaxis (7.8 per 1000 person-years) and those not on prophylaxis (10.1 per 1000 person-years). No association was identified between thromboprophylaxis and bleeding. Factors associated with increased bleeding included age (hazard ratio [HR], 1.38 per 10 years increase in age), comorbidity index (HR, 1.18 per SD increase), history of bleeding (HR, 1.54), hypertension (HR, 1.87), and renal disease (HR, 1.56). Conclusion Risk of serious bleeding from thromboprophylaxis in patients treated for MM was low, and concomitant anticoagulant therapy did not result in increased bleeding risk. Clinical risk factors for bleeding included age, comorbidity index, bleeding history, hypertension, and renal disease.
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Affiliation(s)
- Diego Adrianzen-Herrera
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Katherine Giorgio
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Rob F. Walker
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Andrew D. Sparks
- Biomedical Statistics Research Core, University of Vermont, Burlington, Vermont, USA
| | - Mansour Gergi
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Neil A. Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Pamela L. Lutsey
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
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14
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Abdeen AMZ, Alagha Z, Kinney J, Tahboub I, Al-Astal A. A Neurocritical Case Study of Intracerebral Hemorrhage Unveiling Multiple Myeloma Through the Lens of Hickam's Dictum. Cureus 2024; 16:e58066. [PMID: 38738031 PMCID: PMC11088452 DOI: 10.7759/cureus.58066] [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] [Accepted: 04/11/2024] [Indexed: 05/14/2024] Open
Abstract
Multiple myeloma (MM) is a hematologic malignancy characterized by clonal proliferation of plasma cells in the bone marrow, often leading to various end-organ damages. Here, we report the case of a 73-year-old previously healthy woman who was initially diagnosed with an intracerebral hemorrhage secondary to a potential hypertensive emergency. However, further evaluation revealed a diagnosis of MM. This case points out the importance of comprehensive evaluations in neurocritical care and challenges the notion of simplistic diagnostic explanations, illustrating the relevance of Hickam's dictum in clinical practice. It highlights the need for clinicians to consider a broad range of potential etiologies in similar cases, ultimately leading to tailored management strategies and improved patient outcomes.
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Affiliation(s)
- Abdul Muhsen Z Abdeen
- Internal Medicine, Marshall University Joan C. Edwards School of Medicine, Huntington, USA
| | - Zakaria Alagha
- Internal Medicine, Marshall University Joan C. Edwards School of Medicine, Huntington, USA
| | - John Kinney
- Internal Medicine, Marshall University Joan C. Edwards School of Medicine, Huntington, USA
| | - Ihab Tahboub
- Internal Medicine, Marshall University Joan C. Edwards School of Medicine, Huntington, USA
| | - Amro Al-Astal
- Internal Medicine/Pulmonology, Marshall University Joan C. Edwards School of Medicine, Huntington, USA
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15
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Bao L, Fang LJ, Xiao MY, Lu MQ, Chu B, Shi L, Gao S, Xiang QQ, Wang YT, Liu X, Ding YH, Xin Z, Chen Y, Wang MZ, Hu WK, Guo CY, Chen LY, Sun K. Validation of the IMPEDE VTE score for prediction of venous thromboembolism in Chinese patients with multiple myeloma: A single-center retrospective cohort study. Thromb Res 2024; 236:130-135. [PMID: 38430904 DOI: 10.1016/j.thromres.2024.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/11/2024] [Accepted: 02/13/2024] [Indexed: 03/05/2024]
Abstract
Multiple myeloma (MM) significantly increases the risk of venous thromboembolism (VTE) within 6 months of treatment initiation. The IMPEDE VTE score is a VTE risk prediction model which is recently incorporated into the National Comprehensive Cancer Network (NCCN) guidelines, but it lacks validation among Asians, including Chinese MM patients. We performed a retrospective chart review of 405 Chinese with newly diagnosed MM who started therapy at Beijing Jishuitan Hospital between April 2013 to October 2022. The 6-month cumulative incidence of VTE was 3.8 % (95 % CI:1.6-7.6), 8.6 % (95 % CI: 5.3-21.9) and 40.5 % (95 % CI: 24.9-55.7) in the low-, intermediate- and high-risk groups (P < 0.001), respectively. The C-statistic of the IMPEDE VTE scores for predicting VTE within 6 months of treatment initiation was 0.74 (95 % CI: 0.65-0.83). Of note, in this single-center cohort study, we propose that the anticoagulant LMWH may be more effective than the antiplatelet aspirin in potentially preventing VTE in newly diagnosed MM patients. Our findings suggest that the IMPEDE VTE score is a valid evidence-based risk stratification tool in Chinese patients with newly diagnosed MM.
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Affiliation(s)
- Li Bao
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China.
| | - Li-Juan Fang
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Meng-Yu Xiao
- Peking University People's Hospital, Peking University Institute of Hematology, Collaborative Innovation Center of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China
| | - Min-Qiu Lu
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Bin Chu
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Lei Shi
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Shan Gao
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Qiu-Qing Xiang
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Yu-Tong Wang
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Xi Liu
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Yue-Hua Ding
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Zhao Xin
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Yuan Chen
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Meng-Zhen Wang
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Wei-Kai Hu
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Cheng-Yu Guo
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Ling-Yun Chen
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Kai Sun
- Department of Hematology, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
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16
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Frenzel L, Decaux O, Macro M, Belhadj-Merzoug K, Manier S, Touzeau C, Leleu X, Frère C, Lecompte T, Perrot A, Avet-Loiseau H, Moreau P, Chalayer E. Venous thromboembolism prophylaxis and multiple myeloma patients in real-life: Results of a large survey and clinical guidance recommendations from the IFM group. Thromb Res 2024; 233:153-164. [PMID: 38064842 DOI: 10.1016/j.thromres.2023.11.021] [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: 08/31/2023] [Revised: 10/30/2023] [Accepted: 11/20/2023] [Indexed: 01/01/2024]
Abstract
Venous thromboembolism (VTE) remains a critical issue in the management of patients with multiple myeloma (MM), particularly when immunomodulatory drugs (IMiDs) combined with dexamethasone therapy are being prescribed as first-line and relapse therapy. One possible explanation for the persistent high rates of VTE, is the use of inappropriate thromboprophylaxis strategies for patients starting antimyeloma treatment. To tackle the issue, the Intergroupe francophone du myélome (IFM) offered convenient guidance for VTE thromboprophylaxis in MM patients initiating systemic therapy. This guidance is mainly supported by the results of a large survey on the clinical habits regarding VTE of physicians who are substantially involved in daily care of MM patients. VTE prophylaxis should be considered for all patients treated with IMiDs in combination with dexamethasone, in the absence of significant comorbidities, such as renal failure or bleeding risk. Anticoagulant should be preferred to antiplatelet agents for thromboprophylaxis. Despite the absence of large randomized controlled trials comparing those attitudes/options, available data on direct oral anticoagulants, which are already used in daily management of MM patients, are consistent with their potential usefulness for VTE prophylaxis in such patients. However, in order to implement a personalized continuous improvement strategy, clinicians must to be organized to collect all the data regarding this management. In other situations, thromboprophylaxis should be evaluated by using risk models and after careful evaluation of the risk/benefit ratio.
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Affiliation(s)
- Laurent Frenzel
- Service d'Hématologie Adulte et unité d'hémostase clinique, Hôpital Necker, Institut IMAGINE - INSERM U 1163/CNRS ERL 8254, Paris, France.
| | | | - Margaret Macro
- Institut d'Hématologie de Basse Normandie (IHBN), CHU Côte de Nacre, Caen, France
| | | | - Salomon Manier
- Hematology department, CHU Lille, Lille University, INSERM UMR-S1277, Lille, France
| | - Cyrille Touzeau
- Department of Hematology, University Hospital Hôtel-Dieu, 44093 Nantes, France; Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes Angers, INSERM UMR 1307, CNRS UMR 6075, Nantes, France
| | - Xavier Leleu
- Hématologie Biologique, Hôpital Pontchaillou University Hospital of Rennes, Rennes, France
| | - Corinne Frère
- Service d'Hématologie Biologique, Hôpital Pitié-Salpêtrière, Sorbonne Université, Paris, France
| | | | - Aurore Perrot
- Institut Universitaire du Cancer de Toulouse-Oncopole and Centre de Recherches en Cancerologie de Toulouse Institut National de la Sante et de la Recherche Medicale, Toulouse, France
| | - Hervé Avet-Loiseau
- Institut Universitaire du Cancer de Toulouse-Oncopole and Centre de Recherches en Cancerologie de Toulouse Institut National de la Sante et de la Recherche Medicale, Toulouse, France
| | - Philippe Moreau
- Department of Hematology, University Hospital Hôtel-Dieu, 44093 Nantes, France; Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes Angers, INSERM UMR 1307, CNRS UMR 6075, Nantes, France
| | - Emilie Chalayer
- Hématologie clinique, Institut de Cancérologie Hématologie Universitaire, CHU St Etienne Unité INSERM SAINBIOSE, U1059, Université Jean Monnet, St-Etienne, France
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17
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Zhang CW, Wang YN, Ge XL. Lenalidomide use in multiple myeloma (Review). Mol Clin Oncol 2024; 20:7. [PMID: 38125742 PMCID: PMC10729307 DOI: 10.3892/mco.2023.2705] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 11/10/2023] [Indexed: 12/23/2023] Open
Abstract
Lenalidomide is a second-generation new immunomodulatory medication used to treat multiple myeloma (MM). Its mechanism of action involves affecting the expression of vascular endothelial growth factor, interleukin-6, cytochrome c, caspase-8, as well as other factors including immunological modulation and the direct killing of cells, among others, rendering it a fundamental medication, useful for the treatment of MM. Combining lenalidomide with other medications such dexamethasone, bortezomib, ixazomib, carfilzomib and daratumumab can markedly alleviate MM. When autologous-hematopoietic stem cell transplantation (ASCT) cannot be utilized to treat newly diagnosed individuals with MM (NDMM), monotherapy maintenance following lenalidomide and dexamethasone may be employed. Following ASCT, single-agent maintenance with lenalidomide can be performed as an additional treatment. The combination of bortezomib and lenalidomide has been demonstrated to be associated with favorable response rates, tolerable toxicity, and therapeutic benefits although caution is warranted to prevent the onset of peripheral neuropathy with its use. A new-generation oral drug with an excellent safety profile, ixazomib, is more practical and therapeutically applicable in relapsed refractory MM. However, the frequent occurrence of cardiovascular events, hematocrit, and infections with it require flexible adjustment in its clinical application. Carfilzomib produces a rapid and profound response in patients with NDMM eligible for transplantation, but its cardiovascular side effects need to be closely monitored. The primary aim of the present review was to examine the pharmacological properties and pharmacokinetics of lenalidomide, as well as the efficacy and safety of lenalidomide-based treatments with reference to data from clinical trials and real-world studies.
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Affiliation(s)
- Chao-Wei Zhang
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250021, P.R. China
| | - Ya-Nan Wang
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250021, P.R. China
| | - Xue-Ling Ge
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250021, P.R. China
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18
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López Sacerio A, Tejeda Ramón MC, Morales Helguera A, Pérez Castillo Y, Cruz Rodríguez J, Guerra Rodríguez JF, Falanga A. Validation of venous thromboembolism predictive model in hematologic malignancies. Ann Hematol 2023; 102:3613-3620. [PMID: 37782372 DOI: 10.1007/s00277-023-05463-4] [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: 05/17/2023] [Accepted: 09/17/2023] [Indexed: 10/03/2023]
Abstract
Although several scores stratify venous thromboembolism (VTE) risk in solid tumors, hematologic malignancies (HM) are underrepresented. To develop an internal and external validation of a logistic regression model to predict VTE risk in hospitalized HM patients. Validation of the existing VTE predictive model was performed through a prospective case-control study in 496 hospitalized HM patients between December 2010 and 2020 at the Arnaldo Milián University Hospital, Cuba. The predictive model designed with data from 285 patients includes 5 predictive factors: hypercholesterolemia, tumoral activity, use of thrombogenic drugs, diabetes mellitus, and immobilization. The model was internally validated using bootstrap analysis. External validation was realized in a prospective cohort of 211 HM patients. The predictive model had a 76.4% negative predictive value (NPV) and an 81.7% positive predictive value (PPV) in the bootstrapping validation. The area under curve (AUC) in the bootstrapping set was 0.838. Accuracy was 80.1% and 82.9% in the internal and external validation, respectively. In the external validation, the model produced 89.7% of NPV, 67.7% of PPV, 74.6% of sensitivity, and 86.2% of specificity. The AUC in the external validation was 0.900. VTE predictive model is a reproducible and simple tool with good accuracy and discrimination.
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Affiliation(s)
| | | | | | - Yunierkis Pérez Castillo
- Bio-Chemoinformatics Group and School of Physical and Mathematical Sciences, University of Las Américas, Quito, Ecuador
| | | | | | - Anna Falanga
- Department of Transfusion Medicine and Hematology, Hospital Papa Giovanni XXIII, Bergamo, Italy
- University of Milan Bicocca, Monza, Italy
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19
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Jarchowsky O, Avnery O, Ellis MH. Thrombosis in multiple myeloma: mechanisms, risk assessment and management. Leuk Lymphoma 2023; 64:1905-1913. [PMID: 37584485 DOI: 10.1080/10428194.2023.2247513] [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: 05/26/2023] [Accepted: 08/08/2023] [Indexed: 08/17/2023]
Abstract
Multiple myeloma (MM) is associated with an increased risk of venous and arterial thrombosis. Pathophysiologic mechanisms include patient, disease and treatment related factors. Risk assessment models have been developed to determine whichpatients are at highest thrombotic risk and pursuant to this, risk adapted thrombosis prophylaxis has been suggested. Areas in which further basic and clinical research is imperative include the molecular and cellular mechanisms of thrombosis in myeloma, the inclusion of relevant biomarkers in risk assessment scores and controlled clinical trials of VTE prophylaxis and treatment using direct oral anticoagulants.
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Affiliation(s)
- Osnat Jarchowsky
- Hematology Institute, Meir Medical Center, Kfar SabaIsrael
- Tel Aviv University, Israel
| | - Orly Avnery
- Hematology Institute, Meir Medical Center, Kfar SabaIsrael
- Tel Aviv University, Israel
| | - Martin H Ellis
- Hematology Institute, Meir Medical Center, Kfar SabaIsrael
- Tel Aviv University, Israel
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20
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Li Q, Zhang B, Cheng Q, Zhao F, Li J, Yan H, Xu A, Sun C, Hu Y. Hematologists' awareness of venous thromboembolism in multiple myeloma: a national survey in China. Ann Med 2023; 55:2263019. [PMID: 37983471 PMCID: PMC10836272 DOI: 10.1080/07853890.2023.2263019] [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: 07/01/2023] [Accepted: 09/20/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) is one of the most common and severe complications of multiple myeloma (MM). The aim of this study was to learn about the current awareness regarding MM-associated VTE among Chinese hematologists. METHODS A nationwide, online, questionnaire-based survey was sent to the specialized hematologists in mainland China. The questionnaire investigated respondents' demographic and occupational characteristics, their ability to identify VTE risk factors, and their thromboprophylaxis decisions for different anti-MM regimens. Six clinical vignettes were used to evaluate hematologists' awareness of stratified thromboprophylaxis. The data were analyzed using SPSS software. RESULTS A total of 518 valid questionnaires were received. Of the 518 hematologists investigated, only 23.7% of them could identify VTE-related risk factors correctly. Most hematologists could select appropriate thromboprophylaxis for common anti-MM regimens such as VCd (bortezomib, cyclophosphamide, and dexamethasone) and VRd (bortezomib, lenalidomide, and dexamethasone), but not for uncommon ones such as VTD-PACE (bortezomib, thalidomide, dexamethasone, cisplatin, doxorubicin, cyclophosphamide, and etoposide) and KRd (carfilzomib, lenalidomide, and dexamethasone). The results from the vignettes suggested that only 19.5% of the hematologists could be defined as the 'stratified thromboprophylaxis' group, and the awareness of stratified thromboprophylaxis depended significantly on physicians' age and working seniority. CONCLUSION The results of our study showed that a large proportion of Chinese hematologists failed to recognize the VTE risk factors, most of them cannot select appropriate thromboprophylaxis for different MM therapeutic regimens and lack awareness of stratified thromboprophylaxis for MM-associated VTE. A standard VTE prevention guideline is urgently needed for the Chinese myeloma group. Continuous education for new professionals should be encouraged. A VTE collaborative group is supposed to be established in each hospital to enhance the overall medical care for VTE patients.
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Affiliation(s)
- Qun Li
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Bo Zhang
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qianwen Cheng
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fei Zhao
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Junying Li
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Han Yan
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Aoshuang Xu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chunyan Sun
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Hu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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21
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Li P, Xu B, Xu J, Wang Y, Yang Y, Wang W, Maihemaiti A, Li J, Xu T, Ren L, Lan T, Zhou C, Wang P, Liu P. Thrombosis events in Chinese patients with newly diagnosed multiple myeloma. Clin Exp Med 2023; 23:3809-3820. [PMID: 37103654 DOI: 10.1007/s10238-023-01080-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 04/18/2023] [Indexed: 04/28/2023]
Abstract
A high risk of thrombosis is seen in patients with newly diagnosed multiple myeloma (NDMM), particularly those treated with immunomodulatory drugs (IMiDs). Large cohorts addressing the thrombosis issue of NDMM patients in Asia are lacking. We retrospectively analyzed the clinical information of NDMM patients diagnosed in Zhongshan Hospital Fudan University, a national medical center, from January 2013 to June 2021. Death and thrombotic events (TEs) were the endpoints. To investigate risk factors for TEs, the Fine and Gray competing risk regression models were created, in which unrelated deaths were labeled as competing risk events. A total of 931 NDMM patients were recruited in our study. The median follow-up was 23 months [interquartile range (IQR): 9-43 months]. Forty-two patients (4.51%) developed TEs, including 40 cases (4.30%) of venous thrombosis and 2 cases (0.21%) of arterial thrombosis. The median time from taking first-line treatment to TEs occurrence was 2.03 months (IQR: 0.52-5.70 months). The cumulative incidence of TEs was higher in patients treated with IMiDs than in those without IMiDs (8.25 vs. 4.32%, p = 0.038). There was no difference in the incidence of TEs between lenalidomide-based and thalidomide-based groups (7.80 vs. 8.84%, p = 0.886). Besides, TEs occurrence did not adversely affect OS (p = 0.150) or PFS (p = 0.210) in MM patients. Chinese NDMM patients have a lower incidence of thrombosis than those in western countries. The risk of thrombosis was particularly increased in patients treated with IMiDs. TEs were not associated with inferior progression-free survival or overall survival.
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Affiliation(s)
- Panpan Li
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Bei Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiadai Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yawen Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yang Yang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wenjing Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Aiziguli Maihemaiti
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jing Li
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Tianhong Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Liang Ren
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Tianwei Lan
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chi Zhou
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Pu Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Peng Liu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.
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22
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Costa TA, Felix N, Costa BA, Godoi A, Nogueira A, Rossi A. Direct oral anticoagulants versus aspirin for primary thromboprophylaxis in patients with multiple myeloma undergoing outpatient therapy: A systematic review and updated meta-analysis. Br J Haematol 2023; 203:395-403. [PMID: 37533165 DOI: 10.1111/bjh.19017] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/12/2023] [Accepted: 07/24/2023] [Indexed: 08/04/2023]
Abstract
Patients with multiple myeloma (MM) are at an elevated risk of venous thromboembolism (VTE), which is further increased for those undergoing anti-myeloma therapy. Current guidelines suggest low-dose direct oral anticoagulants (DOACs) as an alternative to aspirin for primary thromboprophylaxis in this population, but data comparing these two therapies are limited. We performed a systematic review and meta-analysis to compare DOACs with aspirin for primary thromboprophylaxis in individuals undergoing outpatient anti-myeloma therapy. Studies were selected when comparing DOACs versus aspirin for thrombotic and haemorrhagic outcomes. We included 10 randomised controlled trials and observational studies comprising 1026 patients with MM who received primary thromboprophylaxis with DOACs (n = 337) or aspirin (n = 689). DOAC thromboprophylaxis was associated with a significantly lower incidence of VTE compared with aspirin (OR 0.33; 95% CI 0.16-0.68; p < 0.001). Major, clinically relevant non-major and minor bleeding event rates did not differ significantly between groups. Overall, our meta-analysis suggests that DOACs may be a preferable option to aspirin for the prevention of MM-related thrombosis. However, these results should be interpreted in the context of heterogeneous baseline population characteristics and potential bias from including observational studies. Further research is needed to evaluate the optimal thromboprophylaxis strategy, particularly in high-risk individuals.
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Affiliation(s)
| | - Nicole Felix
- Federal University of Campina Grande, Campina Grande, Brazil
| | - Bruno Almeida Costa
- Mount Sinai Morningside and Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Amanda Godoi
- Cardiff University School of Medicine, Cardiff, UK
| | - Alleh Nogueira
- Bahiana School of Medicine and Public Health, Salvador, Brazil
| | - Adriana Rossi
- Icahn School of Medicine at Mount Sinai, The Tisch Cancer Institute, New York, New York, USA
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23
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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: 2.5] [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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24
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Li P, Xu B, Xu J, Xu Y, Wang Y, Chen C, Liu P. Lenalidomide Promotes Thrombosis Formation, but Does Not Affect Platelet Activation in Multiple Myeloma. Int J Mol Sci 2023; 24:14097. [PMID: 37762399 PMCID: PMC10532040 DOI: 10.3390/ijms241814097] [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: 08/16/2023] [Revised: 09/06/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023] Open
Abstract
Lenalidomide, a well-established drug for the treatment of multiple myeloma, significantly enhances patients' survival. Previous clinical studies have demonstrated that its main side effect is an increased risk of thrombotic events. However, the underlying mechanism remains unexplored. Therefore, this study aims to elucidate the mechanism and offer insights into the selection of clinical thrombotic prophylaxis drugs. Firstly, we conducted a retrospective analysis of clinical data from 169 newly diagnosed multiple myeloma patients who received lenalidomide. To confirm the impact of lenalidomide on thrombosis formation, FeCl3-induced thrombosis and deep venous thrombosis models in mice were established. To investigate the effects of lenalidomide on platelet function, both in vivo and in vitro experiments were designed. During the follow-up period, 8 patients developed thrombotic events, including 8 venous and 1 arterial. Further investigation using mice models demonstrated that lenalidomide significantly promoted the formation of venous thrombosis, consistent with clinical findings. To elucidate the underlying mechanism, assays were conducted to assess platelet function and coagulation. We observed that lenalidomide did not have any noticeable impact on platelet function, both in vitro and in vivo, while administration of lenalidomide resulted in significant decreases in prothrombin time, thrombin time, and prothrombin time ratio in patients, as well as a remarkable reduction in tail-bleeding time in mice. The administration of lenalidomide had no significant impact on platelet function, which may affect venous thrombus formation by affecting coagulation. Therefore, anticoagulant drugs may be superior to antiplatelet drugs in the selection of clinical thrombus prophylaxis.
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Affiliation(s)
- Panpan Li
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (P.L.); (B.X.); (J.X.); (Y.W.); (C.C.)
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Bei Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (P.L.); (B.X.); (J.X.); (Y.W.); (C.C.)
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Jiadai Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (P.L.); (B.X.); (J.X.); (Y.W.); (C.C.)
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yanyan Xu
- Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Department of Biochemistry and Molecular Cell Biology, Shanghai Jiao Tong University School of Medicine, Shanghai 200032, China;
| | - Yawen Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (P.L.); (B.X.); (J.X.); (Y.W.); (C.C.)
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Chen Chen
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (P.L.); (B.X.); (J.X.); (Y.W.); (C.C.)
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Peng Liu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai 200032, China; (P.L.); (B.X.); (J.X.); (Y.W.); (C.C.)
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai 200032, China
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25
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Xu Y, Cole K, Collins E, Moledina A, Mallity C, Carrier M. Anticoagulation for the Prevention of Arterial Thrombosis in Ambulatory Cancer Patients: Systematic Review and Meta-Analysis. JACC CardioOncol 2023; 5:520-532. [PMID: 37614584 PMCID: PMC10443118 DOI: 10.1016/j.jaccao.2023.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 04/04/2023] [Accepted: 04/11/2023] [Indexed: 08/25/2023] Open
Abstract
Background The risk of arterial thrombotic events (ATEs) is high among patients on systemic anticancer therapies. Despite the efficacy of anticoagulants in the prevention of cancer-associated venous thromboembolism, it is unknown whether anticoagulation is effective to prevent ATEs. Objectives This study sought to examine the efficacy and safety of anticoagulants in ATE prevention among ambulatory cancer patients. Methods We performed a systematic review using Medline, Embase, Scopus, and Cochrane Central Register of Controlled Trials (CENTRAL) from inception to May 21, 2022, and included studies comparing oral or parenteral anticoagulation with no anticoagulation among ambulatory patients receiving systemic anticancer therapy with no other indication for anticoagulation. The primary outcome was ATE (myocardial infarction, ischemic stroke, intra-abdominal arterial embolism, or peripheral artery occlusion). The secondary outcomes were major and nonmajor bleeding and all-cause mortality. Results Fourteen randomized trials involving low-molecular-weight heparins, direct oral anticoagulants, and warfarin were included. ATEs were captured as coefficacy endpoints or adverse events. Anticoagulant use was not associated with a reduction in ATEs compared with placebo or standard treatment (RR: 0.73, 95% CI: 0.50-1.04; P = 0.08; I2 = 0%). RRs of major and minor bleeding were 1.56 (95% CI: 1.12-2.17) and 2.25 (95% CI: 1.45-3.48) with anticoagulant use. In 13 trials that reported all-cause mortality, risk of death was not reduced with anticoagulants (RR: 0.99; 95% CI: 0.95-1.02; P = 0.38; I2 = 0%). Conclusions Anticoagulants did not reduce ATE risk among ambulatory patients on systemic anticancer therapy and were associated with increased bleeding. Based on the current data, anticoagulants have a limited role in ATE prevention in this population as a whole.
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Affiliation(s)
- Yan Xu
- Department of Medicine, Division of Hematology, University of Ottawa, Ottawa, Ontario, Canada
| | - Katherine Cole
- Department of Medicine, Division of Medical Oncology, University of Ottawa, Ottawa, Ontario, Canada
| | - Erin Collins
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Aliza Moledina
- Department of Medicine, Division of General Internal Medicine, University of Ottawa, Ottawa, Canada
| | - Caroline Mallity
- Department of Medicine, Division of Hematology, University of Ottawa, Ottawa, Ontario, Canada
| | - Marc Carrier
- Department of Medicine, Division of Hematology, University of Ottawa, Ottawa, Ontario, Canada
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26
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Fang LJ, Yao XD, Lu MQ, Chu B, Shi L, Gao S, Xiang QQ, Wang YT, Liu X, Ding YH, Chen Y, Wang MZ, Zhao X, Hu WK, Sun K, Bao L. [Comparison of the predictive value of Padua and the IMPEDE assessment scores for venous thromboembolism in patients with newly diagnosed multiple myeloma: A single institution experience]. ZHONGHUA XUE YE XUE ZA ZHI = ZHONGHUA XUEYEXUE ZAZHI 2023; 44:395-400. [PMID: 37550189 PMCID: PMC10440615 DOI: 10.3760/cma.j.issn.0253-2727.2023.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Indexed: 08/09/2023]
Abstract
Objective: To compare the predictive efficacy of the two thrombosis risk assessment scores (Padua and IMPEDE scores) in venous thromboembolism (VTE) within 6 months in patients with newly diagnosed multiple myeloma (NDMM) in China. Methods: This study reviewed the clinical data of 421 patients with NDMM hospitalized in Beijing Jishuitan Hospital from April 2014 to February 2022. The sensitivity, specificity, accuracy, and Youden index of the two scores were calculated to quantify the thrombus risk assessment of VTE by the Padua and IMPEDE scores. The receiver operating characteristics curves of the two evaluation scores were drawn. Results: The incidence of VTE was 14.73%. The sensitivity, specificity, accuracy, and Youden index of the Padua score were 100%, 0%, 14.7%, and 0% and that of the IMPEDE score was 79%, 44%, 49.2%, and 23%, respectively. The areas under the curve of Padua and IMPEDE risk assessment scores were 0.591 and 0.722, respectively. Conclusion: IMPEDE score is suitable for predicting VTE within 6 months in patients with NDMM.
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Affiliation(s)
- L J Fang
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - X D Yao
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - M Q Lu
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - B Chu
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - L Shi
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - S Gao
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - Q Q Xiang
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - Y T Wang
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - X Liu
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - Y H Ding
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - Y Chen
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - M Z Wang
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - X Zhao
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - W K Hu
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - K Sun
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
| | - L Bao
- Department of Hematology, Beijing Jishuitan Hospital, Beijing 100096, China
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27
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Falanga A, Ay C, Di Nisio M, Gerotziafas G, Jara-Palomares L, Langer F, Lecumberri R, Mandala M, Maraveyas A, Pabinger I, Sinn M, Syrigos K, Young A, Jordan K. Venous thromboembolism in cancer patients: ESMO Clinical Practice Guideline. Ann Oncol 2023; 34:452-467. [PMID: 36638869 DOI: 10.1016/j.annonc.2022.12.014] [Citation(s) in RCA: 151] [Impact Index Per Article: 75.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 12/09/2022] [Accepted: 12/11/2022] [Indexed: 01/11/2023] Open
Affiliation(s)
- A Falanga
- Division of Immunohaematology and Transfusion Medicine, Haemostasis and Thrombosis Center, Department of Oncology and Haematology, Hospital Papa Giovanni XXIII, Bergamo, Italy; University of Milan Bicocca, Department of Medicine and Surgery, Monza, Italy
| | - C Ay
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - M Di Nisio
- Department of Medicine and Ageing Sciences, G. d'Annunzio University, Chieti, Italy
| | - G Gerotziafas
- Sorbonne University, INSERM UMRS-938, Team "Cancer Vessels, Biology and Therapeutics", Group "Cancer-Hemostasis-Angiogenesis", Institut Universitaire de Cancérologie, Consultation Thrombosis in Oncology (COTHON), Tenon-Saint Antoine Hospital, AP-HP, Paris, France
| | - L Jara-Palomares
- Respiratory Department, Medical Surgical Unit of Respiratory Diseases, Hospital Virgen del Rocio, Sevilla; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - F Langer
- Centre for Oncology, University Cancer Centre Hamburg (UCCH), II Medical Clinic and Polyclinic, University Medical Centre Eppendorf, Hamburg, Germany
| | - R Lecumberri
- Servicio de Hematología, Clínica Universidad de Navarra, Pamplona (Navarra); CIBER-CV, Instituto de Salud Carlos III, Madrid, Spain
| | - M Mandala
- University of Perugia, Unit of Medical Oncology, Santa Maria Misericordia Hospital, Perugia, Italy
| | - A Maraveyas
- Queen's Centre for Oncology and Haematology, Faculty of Health Sciences, Hull York Medical School and Hull University Teaching Hospitals NHS Trust, Hull, UK
| | - I Pabinger
- Department of Medicine I, Clinical Division of Haematology and Haemostaseology, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - M Sinn
- Centre for Oncology, University Cancer Centre Hamburg (UCCH), II Medical Clinic and Polyclinic, University Medical Centre Eppendorf, Hamburg, Germany
| | - K Syrigos
- Oncology Unit, 3rd Department of Medicine, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - A Young
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - K Jordan
- Department of Hematology, Oncology and Palliative Medicine, Ernst von Bergmann Hospital, Potsdam, Germany; Department of Rheumatology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
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Yang B, Liu C, Lin Z, Geng C, Zhang Z. Nursing management of treatment-related venous thromboembolism in patients with multiple myeloma. Front Med (Lausanne) 2023; 10:1153694. [PMID: 37144028 PMCID: PMC10151651 DOI: 10.3389/fmed.2023.1153694] [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: 01/30/2023] [Accepted: 03/21/2023] [Indexed: 05/06/2023] Open
Abstract
Objectives Venous thromboembolism (VTE) is a common complication among patients with newly diagnosed multiple myeloma (NDMM). Therefore, this study aimed to analyze the incidence and risk factors associated with VTE in the current era of thromboprophylaxis and to propose appropriate nursing measures. Methods A total of 1,539 NDMM patients were retrospectively analyzed. All patients underwent VTE risk assessment and received aspirin or low molecular weight heparin (LMWH) to prevent thrombosis, followed by appropriate care based on their individual thrombosis risk. The incidence of VTE and its related risk factors were then analyzed. Results All patients received at least four cycles of therapy containing immunomodulators (IMiDs) and/or proteasome inhibitors (PIs). We assigned 371 patients (24.1%) to the moderate-risk thrombosis group, who received daily aspirin (75 mg) for thrombosis prevention and 1,168 patients (75.9%) to the high-risk group, who received daily low molecular weight heparin (3,000 IU) for thrombosis prevention two times a day. Among all the patients, 53 (3.4%) experienced lower extremity venous thromboembolism events, with three of those patients experiencing a concurrent pulmonary embolism. A multivariate analysis indicated that bed rest lasting more than 2 months and plasma cells of ≥60% were independent factors associated with thrombosis. Conclusion More effective risk assessment models are needed to predict thrombosis accurately. In addition, nurses involved in the treatment and management of thrombosis should continually engage in professional development to enhance their knowledge and skills.
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Affiliation(s)
| | | | | | | | - Zhiyao Zhang
- Department of Hematology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
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29
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Panopoulou A, Cairns DA, Holroyd A, Nichols I, Cray N, Pawlyn C, Cook G, Drayson M, Boyd K, Davies FE, Jenner M, Morgan GJ, Owen R, Houlston R, Jackson G, Kaiser MF. Optimizing the value of lenalidomide maintenance by extended genetic profiling: an analysis of 556 patients in the Myeloma XI trial. Blood 2023; 141:1666-1674. [PMID: 36564045 PMCID: PMC10113174 DOI: 10.1182/blood.2022018339] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 11/29/2022] [Accepted: 12/04/2022] [Indexed: 12/25/2022] Open
Abstract
Prediction of individual patient benefit from lenalidomide (Len) maintenance after autologous stem cell transplant (ASCT) remains challenging. Here, we investigated extended molecular profiling for outcome prediction in patients in the National Cancer Research Institute Myeloma XI (MyXI) trial. Patients in the MyXI trial randomized to Len maintenance or observation after ASCT were genetically profiled for t(4;14), t(14;16), t(14;20), del(1p), gain(1q), and del(17p) and co-occurrence of risk markers was computed. Progression-free survival (PFS), subsequent progression (PFS2), and overall survival (OS) were calculated from maintenance randomization, and groups were compared using Cox proportional hazards regression. Of 556 patients, 17% with double-hit multiple myeloma (MM) (≥2 risk markers), 32% with single-hit (1 risk marker), and 51% without risk markers were analyzed. Single-hit MM derived the highest PFS benefit from Len maintenance, specifically, isolated del(1p), del(17p), and t(4;14), with ∼40-fold, 10-fold, and sevenfold reduced risk of progression or death (PFS), respectively, compared with observation. This benefit translated into improved PFS2 and OS for this group of patients compared with observation; median PFS was 10.9 vs 57.3 months for observation vs Len maintenance. Patients with isolated gain(1q) derived no benefit, and double-hit MM limited benefit (regardless or risk lesions involved) from Len maintenance. Extended genetic profiling identifies patients deriving exceptional benefit from Len maintenance and should be considered for newly diagnosed patients to support management discussions along their treatment pathway. This trial was registered at www.isrctn.com/ISRCTN49407852 as # ISRCTN49407852.
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Affiliation(s)
- Aikaterini Panopoulou
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
- Department of Haematology, Royal Marsden Hospital, London, United Kingdom
| | - David A. Cairns
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, Leeds, United Kingdom
| | - Amy Holroyd
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Isabel Nichols
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Nikita Cray
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Charlotte Pawlyn
- Department of Haematology, Royal Marsden Hospital, London, United Kingdom
- Division of Cancer Therapeutics, Institute of Cancer Research, London, United Kingdom
| | - Gordon Cook
- Leeds Cancer Research UK Clinical Trials Unit, Leeds Institute of Clinical Trials Research, Leeds, United Kingdom
| | - Mark Drayson
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
| | - Kevin Boyd
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
- Department of Haematology, Royal Marsden Hospital, London, United Kingdom
| | | | - Matthew Jenner
- Department of Haematology, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
| | | | - Roger Owen
- Haematological Malignancy Diagnostic Service, St James’s University Hospital, Leeds, United Kingdom
| | - Richard Houlston
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
| | - Graham Jackson
- Department of Haematology, University of Newcastle, Newcastle Upon Tyne, United Kingdom
| | - Martin F. Kaiser
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, United Kingdom
- Department of Haematology, Royal Marsden Hospital, London, United Kingdom
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30
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Charalampous C, Goel U, Kapoor P, Binder M, Buadi FK, Dingli D, Dispenzieri A, Fonder AL, Gertz MA, Gonsalves W, Hayman SR, Hobbs MA, Hwa YL, Kourelis T, Lacy MQ, Leung N, Lin Y, Warsame R, Kyle RA, Rajkumar SV, Kumar S. Thrombosis in multiple myeloma: Risk estimation by induction regimen and association with overall survival. Am J Hematol 2023; 98:413-420. [PMID: 36588396 DOI: 10.1002/ajh.26806] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/27/2022] [Accepted: 11/28/2022] [Indexed: 01/03/2023]
Abstract
Lenalidomide-containing (R) triplet and quadruplet regimens are the standard of care for multiple myeloma (MM) and have been shown to increase the risk of thrombosis. The association between thromboembolism (TE) and survival in the novel multidrug era is not yet delineated. In this study, we evaluated the incidence of TE during the first year of MM diagnosis, its association with the type of induction regimen, and its impact on overall survival. We studied 672 newly diagnosed MM (NDMM) patients who received a triplet or quadruplet lenalidomide-based induction at the Mayo Clinic, Rochester. TE was diagnosed in 83 patients (12.4%). Of these, 56 (8.3%) had a deep venous thrombosis (DVT), 23 (3.4%) had a pulmonary embolism (PE) with or without the DVT, and 4 (0.6%) patients had a stroke. Carfilzomib-Rd (KRd) had the highest risk of TE (21.1%, 18/85), followed by quadruplets (11.1%, 5/45), bortezomib-Rd (9.6%, 51/531), and 0/11 (0%), treated with other lenalidomide-containing regimens. The difference in TE risk between KRd and the other regimens was statistically significant (OR = 2.6, p < .01). Nine patients developed a TE before being exposed to any treatment. Survival was significantly lower among patients that developed a TE (66 vs. 133 months, p < .01). The association of TE with reduced survival demonstrated in univariate analysis (HR = 2.2, 95% CI = 1.6-3.3) was maintained in the multivariable analysis adjusted for high-risk interphase fluorescence in situ hybridization (FISH), sex, age, receipt of an upfront transplant, the response at induction, and the International Staging System (ISS) (HR = 2.61, CI = 1.74-3.9). We conclude that TE is an important aspect of MM management, and effective management is especially relevant in the novel treatment era.
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Affiliation(s)
| | - Utkarsh Goel
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Prashant Kapoor
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Moritz Binder
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Francis K Buadi
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - David Dingli
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Angela Dispenzieri
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Amie L Fonder
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Morie A Gertz
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Wilson Gonsalves
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Suzanne R Hayman
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Miriam A Hobbs
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Yi L Hwa
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Taxiarchis Kourelis
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Martha Q Lacy
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Nelson Leung
- Division of Nephrology and Hypertension, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Yi Lin
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Rahma Warsame
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Robert A Kyle
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - S Vincent Rajkumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Shaji Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
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Côté J, Kotb R, Bergstrom DJ, LeBlanc R, Mian HS, Othman I, Louzada ML. First Line Treatment of Newly Diagnosed Transplant Ineligible Multiple Myeloma: Recommendations from the Canadian Myeloma Research Group Consensus Guideline Consortium. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2023; 23:340-354. [PMID: 36925389 DOI: 10.1016/j.clml.2023.01.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/14/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023]
Abstract
Although the availability of effective novel treatments has positively impacted the quality of life and survival of newly diagnosed multiple myeloma (MM) patients, benefits in the transplant ineligible MM population may be limited by functional/frailty status. The Canadian Myeloma Research Group Consensus Guideline Consortium proposes consensus recommendations for the first-line treatment of transplant ineligible MM. To address the needs of physicians and people diagnosed with MM, this document further focuses on eligibility for transplant, frailty assessment, management of adverse events, assessment of treatment response, and monitoring for disease relapse. The Canadian Myeloma Research Group Consensus Guideline Consortium will periodically review the recommendations herein and update as necessary.
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Affiliation(s)
- Julie Côté
- Centre hospitalier universitaire de Québec, Quebec, QC, Canada.
| | - Rami Kotb
- CancerCare Manitoba, University of Manitoba, Winnipeg, MB, Canada
| | | | - Richard LeBlanc
- Hôpital Maisonneuve-Rosemont, University of Montreal, Montreal, QC, Canada
| | - Hira S Mian
- Juravinski Cancer Centre, McMaster University, Hamilton, ON, Canada
| | - Ibraheem Othman
- Allan Blair Cancer Centre, University of Saskatchewan, Regina, SK, Canada
| | - Martha L Louzada
- London Health Sciences Centre, Western University, London, ON, Canada
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32
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Adrianzen-Herrera D, Lutsey PL, Giorgio K, Walker RF, Zakai NA. Bleeding risk in patients with multiple myeloma treated for venous thromboembolism: a MarketScan analysis. Res Pract Thromb Haemost 2023; 7:100024. [PMID: 36873562 PMCID: PMC9982328 DOI: 10.1016/j.rpth.2022.100024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 11/15/2022] [Accepted: 11/22/2022] [Indexed: 01/15/2023] Open
Abstract
Background Multiple myeloma (MM) is associated with high risk of venous thromboembolism (VTE). Thromboprophylaxis is thoroughly studied in MM. Contrarily, studies assessing the risk of bleeding in people with MM on anticoagulation are lacking. Objectives To determine the rate of serious bleeding in patients with MM receiving anticoagulation for VTE and the clinical factors associated with bleeding risk. Methods Using the MarketScan commercial database, we identified 1298 people with MM treated with anticoagulation for incident VTE events between 2011 and 2019. Hospitalized bleeding was identified using the Cunningham algorithm. Rates of bleeding were calculated and Cox regression identified risk factors for bleeding. Results Bleeding occurred in 51 (3.9%) cases during median follow-up of 1.13 years. Rate of bleeding among patients with MM on anticoagulation was 24.0 per 1000 person-years. In adjusted regression, factors associated with increased bleeding included age (HR, 1.31 per 10-year increase; 95% CI, 1.03-1.65), Charlson comorbidity index (HR, 1.29 per SD increase; 95% CI, 1.02-1.58), use of antiplatelet agents (HR, 2.4; 95% CI, 1.03-5.68), diabetes (HR, 1.85; 95% CI, 1.06-3.26), and renal disease (HR, 1.80; 95% CI, 1.05-3.16). Cumulative incidence of bleeding was 4.7%, 3.2%, and 3.4% for warfarin, low molecular weight heparin, and direct oral anticoagulants, respectively. Conclusion In this real-world analysis, the rate of bleeding in people with MM on anticoagulation was comparable to those in other subsets of cancer-related VTE. Bleeding rate was lower with low molecular weight heparin and direct oral anticoagulants than warfarin. Higher comorbidity index, diabetes, antiplatelet agent use, and renal disease were risk factors for serious bleeding.
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Affiliation(s)
- Diego Adrianzen-Herrera
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, USA
| | - Katherine Giorgio
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, USA
| | - Robert F Walker
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, USA
| | - Neil A Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA.,Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, Vermont, USA
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33
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Fotiou D, Dimopoulos MA, Kastritis E. Approach to Contemporary Risk Assessment, Prevention and Management of Thrombotic Complications in Multiple Myeloma. Cancers (Basel) 2022; 14:cancers14246216. [PMID: 36551701 PMCID: PMC9777181 DOI: 10.3390/cancers14246216] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/09/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Abstract
Multiple myeloma (MM) is associated with an increased risk of thrombotic complications, which remains substantial despite the implementation of thromboprophylaxis. The procoagulant state that characterizes the disease is multifactorial, and a greater understanding of the underlying pathophysiology is required to inform appropriate thrombosis prevention. Currently, there is a shift towards using direct oral anticoagulants (DOACs) in this setting; head-to-head comparisons in the context of controlled clinical trials between class agents are still missing. MM-specific VTE risk assessment scores have been developed to optimize management and minimize the associated mortality/morbidity. Their clinical utility remains to be evaluated. The value of adding biomarkers to clinical scores to optimize their performance and increase their discriminatory power is also under assessment.
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34
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Mitigating the risk of venous thromboembolism in patients with multiple myeloma receiving immunomodulatory-based therapy. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2022; 2022:363-367. [PMID: 36485142 PMCID: PMC9820182 DOI: 10.1182/hematology.2022000414] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Patients with multiple myeloma (MM) have up to a 20-fold increased risk of venous thromboembolism (VTE) compared with the general population, with most events occurring within the first 6 months of diagnosis. Treatment with immunomodulatory drugs (IMiDs) is a strong risk factor for VTE in MM. In a meta-analysis of 2 large, randomized trials comparing anticoagulant thromboprophylaxis vs placebo in ambulatory patients with cancer at high risk of VTE based on a validated risk score, the risk of VTE decreased without increasing the risk of major bleeding. However, few patients with MM participated in these trials (1.1%). Initial guidance for risk-stratifying patients with MM resulted in persistent rates of VTE >10% and highlighted the need for improved VTE risk stratification in patients with MM. Three validated risk scores are now available to quantify risk of VTE in patients with MM: SAVED, IMPEDE VTE, and PRISM scores. Using best available data, thromboprophylaxis should be strongly considered in patients with MM assessed as high risk for VTE, especially newly diagnosed patients receiving IMiD-based combination therapies. However, prospective studies are needed to further validate available models and identify the optimal thromboprophylactic agent for each VTE risk category.
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35
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Abnormal metaphase cytogenetics predicts venous thromboembolism in myeloma: derivation and validation of the PRISM score. Blood 2022; 140:2443-2450. [PMID: 35772005 DOI: 10.1182/blood.2022015727] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 05/20/2022] [Accepted: 06/15/2022] [Indexed: 12/13/2022] Open
Abstract
Although venous thromboembolism (VTE) is an important treatment and disease-related complication in myeloma, a validated risk prediction model including disease-specific variables such as cytogenetics or tumor burden is lacking. The aim of this study was to develop a new risk prediction model for VTE in the context of modern antimyeloma therapy. All consecutive patients diagnosed at the Cleveland Clinic between 2008 and 2018 and with available data on baseline candidate risk factors constituted the derivation cohort. The primary outcome was VTE (deep venous thrombosis/pulmonary embolism) within 1 year of treatment initiation. A multivariable model was used, and weights were derived from subdistribution hazard ratios to construct a risk score. The model was validated both by internal bootstrap validation and in an external validation cohort. The derivation cohort consisted of 783 patients. A 5-component risk prediction tool, named the PRISM score, was developed, including the following variables: prior VTE, prior surgery, immunomodulatory drug use, abnormal metaphase cytogenetics, and Black race. The c-statistic of the model was 0.622 (95% confidence interval [CI], 0.567-0.674). The model stratified patients into low, intermediate, and high risk, with 12-month cumulative VTE incidence of 2.7%, 10.8%, and 36.5%, respectively. Risk of VTE increased significantly with increasing score in both the derivation and the external validation data sets, with a subdistribution hazard ratio per 1-point increase of 1.28 (95% CI, 1.19-1.39; P < .001) and 1.23 (95% CI, 1.07-1.41; P = .004) respectively. Although the PRISM score can guide clinicians in identifying patients at a high risk of VTE, additional external validation is necessary for incorporation into routine clinical practice.
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36
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Radnay Z, Illés Á, Udvardy M, Prohászka Z, Sinkovits G, Csányi MC, Kellermayer M, Kiss A, Hársfalvi J. Von Willebrand Factor and Platelet Levels before Conditioning Chemotherapy Indicate Bone Marrow Regeneration following Autologous Hematopoietic Stem Cell Transplantation. Transplant Cell Ther 2022; 28:830.e1-830.e7. [PMID: 36058547 DOI: 10.1016/j.jtct.2022.08.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 08/25/2022] [Accepted: 08/26/2022] [Indexed: 12/24/2022]
Abstract
Autologous hematopoietic stem cell transplantation (HSCT) is often complicated by hemostatic and thrombotic events associated with endothelial cell injury. Thrombotic complications are affected by a disturbed balance between platelets, circulating von Willebrand factor (VWF), and its specific protease, ADAMTS13. HSCT-associated endothelial dysfunction, impaired hemostasis, and inflammation are interrelated processes, and research on the complex interplay of conditioning regimens from engraftment to bone marrow regeneration remains intensive. This prospective observational study comparing lymphoma and multiple myeloma (MM) patients who underwent autologous HSCT explored how platelet count, VWF level, ADAMTS13 activity, and C-reactive protein (CRP) level as potential markers (1) vary in response to therapy, (2) differ between the 2 groups, and (3) correlate with the remission state at 100 days after HSCT. We correlated the quantitative changes in platelet count and levels of VWF, ADAMTS13, and CRP with one another during HSCT and in the remission state in 45 patients with lymphoma and 59 patients with MM who underwent autologous HSCT between 2010 and 2013 at the University of Debrecen. Samples were collected at the start of conditioning chemotherapy, on the day of stem cell transplantation, and at 5, 11, and 100 days following HSCT. CRP levels peaked when platelet counts dropped to a minimum, and these changes were much more pronounced in the lymphoma group. VWF level was the highest, with lower ADAMTS13 activity, at platelet engraftment in both patient groups equally. Diagnostic evidence indicative of thrombotic complications was not found. In the lymphoma group, VWF level prior to conditioning had statistically significant correlations with platelet count, CRP level, and hemoglobin concentration at the time of bone marrow regeneration (P < .001) and during the remission state (P = .034). In the MM group, platelet count before conditioning was correlated with platelet count (P < .001) and white blood cell count (P = .012) at the time of bone marrow regeneration. The statistically significant correlation of the markers at the time of bone marrow regeneration with the preconditioning VWF levels in lymphoma and with the preconditioning platelet counts in MM might indicate the clinical significance of the bone marrow niches of arterioles and megakaryocytes, respectively, where the stem cells are located and regulated. Because preconditioning VWF levels are associated with remission after HSCT in lymphoma patients, VWF should be screened before conditioning, along with the markers used in HSCT protocols, to optimize personalized treatment and reduce therapeutic risks.
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Affiliation(s)
- Zita Radnay
- Division of Hematology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Árpád Illés
- Division of Hematology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Miklós Udvardy
- Division of Hematology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Zoltán Prohászka
- Research Laboratory, 3rd Department of Medicine, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - György Sinkovits
- Research Laboratory, 3rd Department of Medicine, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Mária Csilla Csányi
- Department of Biophysics and Radiation Biology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Miklós Kellermayer
- Department of Biophysics and Radiation Biology, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Attila Kiss
- Division of Hematology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Jolán Hársfalvi
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Hungary; Department of Biophysics and Radiation Biology, Faculty of Medicine, Semmelweis University, Budapest, Hungary.
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37
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Thalambedu N, Al Hadidi S. Thromboprophylaxis in multiple myeloma. Leuk Lymphoma 2022; 63:2807-2815. [PMID: 35759648 DOI: 10.1080/10428194.2022.2092856] [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: 12/14/2022]
Abstract
Venous thromboembolism (VTE) in multiple myeloma (MM) can be secondary to patient-, disease-, and/or treatment-related factors. The development of VTE may result in significant morbidity with the highest risk during the first year after diagnosis. This clinical review provides an evidence-based summary to guide practicing oncologists in the use of anticoagulation to prevent VTE in multiple myeloma and includes anticoagulation efficacy and adverse effect profile. We highlight the pathophysiology of VTE in MM, the use of various risk prediction tools, and the current recommendations for the use of different anticoagulants in prophylaxis of VTE.
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Affiliation(s)
- Nishanth Thalambedu
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Samer Al Hadidi
- Myeloma Center, Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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De Stefano V, Larocca A, Carpenedo M, Cavo M, Di Raimondo F, Falanga A, Offidani M, Petrucci MT, Ruggeri M, Santi RM, Barosi G. Thrombosis in multiple myeloma: risk stratification, antithrombotic prophylaxis, and management of acute events. A consensus-based position paper from an ad hoc expert panel. Haematologica 2022; 107:2536-2547. [PMID: 35861017 PMCID: PMC9614522 DOI: 10.3324/haematol.2022.280893] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 07/12/2022] [Indexed: 11/09/2022] Open
Abstract
The introduction of new therapeutic agents for multiple myeloma (MM), including proteasome inhibitors, immunomodulatory drugs, and monoclonal antibodies, has improved the outcomes of patients but, in parallel, has changed the frequency and epidemiology of thrombotic events. Thrombosis is now a significant cause of morbidity and mortality in MM patients, and optimal thromboprophylaxis is far from being reached. Moving from the recognition that the above issue represents an unmet clinical need, an expert panel assessed the scientific literature and composed a framework of recommendations for improving thrombosis control in patients who are candidates for active treatment for MM. The panel generated key clinical questions using the criterion of clinical relevance through a Delphi process. It explored four domains, i.e., thrombotic risk factors and risk stratification, primary thromboprophylaxis, management of acute thrombotic events, and secondary thromboprophylaxis. The recommendations issued may assist hematologists in minimizing the risk of thrombosis and guarantee adherence to treatment in patients with MM who are candidates for active treatment.
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Affiliation(s)
- Valerio De Stefano
- Section of Hematology, Department of Radiological and Hematological Sciences, Catholic University, Fondazione Policlinico A. Gemelli IRCCS, Rome.
| | - Alessandra Larocca
- SSD Clinical Trial in Oncoematologia e Mieloma Multiplo, Division of Hematology, University of Torino, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Torino
| | - Monica Carpenedo
- Hematology and Transplant Unit, ASST Ospedale San Gerardo di Monza, Monza
| | - Michele Cavo
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli", Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università degli Studi, Bologna
| | - Francesco Di Raimondo
- Section of Hematology, Department of General Surgery and Medical Specialties, University of Catania, and Division of Hematology, Policlinico "Rodolico", Catania
| | - Anna Falanga
- Department of Medicine and Surgery, University of Milan Bicocca, Milan, Italy; Department of Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Massimo Offidani
- Clinica di Ematologia Azienda Ospedaliero-Universitaria, Ospedali Riuniti di Ancona, Ancona
| | | | - Marco Ruggeri
- Hematology Department, San Bortolo Hospital, Vicenza
| | - Roberto Mario Santi
- SSD Thrombosis and Hemostasis Center, Azienda Ospedaliera " SS Antonio e Biagio e C. Arrigo", Alessandria
| | - Giovanni Barosi
- Center for the Study of Myelofibrosis, IRCCS Policlinico S. Matteo Foundation, Pavia
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Sborov DW, Baljevic M, Reeves B, Laubach J, Efebera YA, Rodriguez C, Costa LJ, Chari A, Silbermann R, Holstein SA, Anderson LD, Kaufman JL, Shah N, Pei H, Patel S, Cortoos A, Bartlett JB, Vermeulen J, Lin TS, Voorhees PM, Richardson PG. Daratumumab plus lenalidomide, bortezomib and dexamethasone in newly diagnosed multiple myeloma: Analysis of vascular thrombotic events in the GRIFFIN study. Br J Haematol 2022; 199:355-365. [PMID: 36111391 PMCID: PMC9825872 DOI: 10.1111/bjh.18432] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 08/02/2022] [Accepted: 08/15/2022] [Indexed: 01/11/2023]
Abstract
Patients with multiple myeloma are at increased risk of vascular thromboembolic events (VTEs). This post hoc analysis evaluated VTEs in the randomised phase 2 GRIFFIN study (ClinicalTrials.gov Identifier: NCT02874742) that investigated lenalidomide/bortezomib/dexamethasone (RVd) ± daratumumab (D). Patients with newly diagnosed multiple myeloma who were eligible for autologous stem cell transplantation (ASCT) received D-RVd/RVd induction, high-dose therapy and ASCT, D-RVd/RVd consolidation and up to 2 years of lenalidomide maintenance therapy ± D. VTE prophylaxis was recommended (at least aspirin, ≥162 mg daily) in accordance with International Myeloma Working Group guidelines. In the safety population (D-RVd, n = 99; RVd, n = 102), VTEs occurred in 10.1% of D-RVd patients and 15.7% of RVd patients; grade 2-4 VTEs occurred in 9.1% and 14.7%, respectively. Median time to the first onset of VTE was longer for D-RVd versus RVd patients (305 days vs 119 days). Anti-thrombosis prophylaxis use was similar between arms (D-RVd, 84.8% vs RVd, 83.3%); among patients with VTEs, prophylaxis use at time of first VTE onset was 60.0% for D-RVd and 68.8% for RVd. In summary, the addition of daratumumab to RVd did not increase the incidence of VTEs, but the cumulative VTE incidence was relatively high in this cohort and anti-thrombotic prophylaxis use was suboptimal.
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Affiliation(s)
- Douglas W. Sborov
- Huntsman Cancer InstituteUniversity of Utah School of MedicineSalt Lake CityUtahUSA
| | - Muhamed Baljevic
- Division of Oncology & Hematology, Department of Internal MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Brandi Reeves
- University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | | | | | - Cesar Rodriguez
- Wake Forest University School of MedicineWinston‐SalemNorth CarolinaUSA
| | | | - Ajai Chari
- Tisch Cancer Institute, Mount Sinai School of MedicineNew YorkNew YorkUSA
| | - Rebecca Silbermann
- Knight Cancer Institute, Oregon Health & Science UniversityPortlandOregonUSA
| | - Sarah A. Holstein
- Divison of Oncology & Hematology, Department of Internal MedicineUniversity of Nebraska Medical CenterOmahaNebraskaUSA
| | - Larry D. Anderson
- Simmons Comprehensive Cancer Center, UT Southwestern Medical CenterDallasTexasUSA
| | | | - Nina Shah
- Department of MedicineUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Huiling Pei
- Janssen Research & Development, LLCTitusvilleNew JerseyUSA
| | | | | | | | | | - Thomas S. Lin
- Janssen Scientific Affairs, LLCHorshamPennsylvaniaUSA
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[Expert consensus on the prevention and treatment of multiple myeloma related venous thromboembolism in China (2022)]. ZHONGHUA XUE YE XUE ZA ZHI = ZHONGHUA XUEYEXUE ZAZHI 2022; 43:726-731. [PMID: 36709165 PMCID: PMC9613487 DOI: 10.3760/cma.j.issn.0253-2727.2022.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Indexed: 12/05/2022]
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Vaxman I, Gertz MA. How I approach smoldering multiple myeloma. Blood 2022; 140:828-838. [PMID: 35576526 PMCID: PMC9412010 DOI: 10.1182/blood.2021011670] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 04/28/2022] [Indexed: 11/30/2022] Open
Abstract
The current standard of care in smoldering multiple myeloma (SMM) is close surveillance, outside of clinical trials. Efforts are being made to understand the pathobiologic process that leads to the progression of SMM to active MM. This review provides a critical description of available data, including risk factors and risk models of progression, as well as clinical trials investigating interventions for this patient population. We describe 2 cases in which patients were seen before the concept of a myeloma-defining event was established. Today, based on the International Myeloma Working Group criteria, both patients would have been identified as experiencing myeloma-defining events, and therapy would have been initiated. These cases show that occasionally, patients can undergo observation only, even when they exceed criteria for high-risk SMM.
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Affiliation(s)
- Iuliana Vaxman
- Division of Hematology, Mayo Clinic, Rochester, MN
- Institute of Hematology, Davidoff Cancer Center, Rabin Medical Center, Petah Tikva, Israel; and
- Department of Hematology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Comerford C, Glavey S, Quinn J, O’Sullivan JM. The role of VWF/FVIII in thrombosis and cancer progression in multiple myeloma and other hematological malignancies. J Thromb Haemost 2022; 20:1766-1777. [PMID: 35644028 PMCID: PMC9546473 DOI: 10.1111/jth.15773] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 05/11/2022] [Accepted: 05/25/2022] [Indexed: 11/30/2022]
Abstract
Cancer associated thrombosis (CAT) is associated with significant morbidity and mortality, highlighting an unmet clinical need to improve understanding of the pathophysiology of CAT. Multiple myeloma (MM) is associated with one of the highest rates of thrombosis despite widespread use of thromboprophylactic agents. The pathophysiology of thrombosis in MM is multifactorial and patients with MM appear to display a hypercoagulable phenotype with potential contributory factors including raised von Willebrand factor (VWF) levels, activated protein C resistance, impaired fibrinolysis, and abnormal thrombin generation. In addition, the toxic effect of anti-myeloma therapies on the endothelium and contribution to thrombosis has been widely described. Elevated VWF/factor VIII (FVIII) plasma levels have been reported in heterogeneous cohorts of patients with MM and other hematological malignancies. In specific studies, high plasma VWF levels have been shown to associate with VTE risk and reduced overall survival. While the mechanisms underpinning this remain unclear, dysregulation of the VWF and A Disintegrin And Metalloprotease Thrombospondin type 1, motif 13 (ADAMTS-13) axis is evident in certain solid organ malignancies and correlates with advanced disease and thrombosis. Furthermore, thrombotic microangiopathic conditions arising from deficiencies in ADAMTS-13 and thus an accumulation of prothrombotic VWF multimers have been reported in patients with MM, particularly in association with specific myeloma therapies. This review will discuss current evidence on the pathophysiological mechanisms underpinning thrombosis in MM and in particular summarize the role of VWF/FVIII in hematological malignancies with a focus on thrombotic risk and emerging evidence for contribution to disease progression.
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Affiliation(s)
- Claire Comerford
- Irish Centre for Vascular Biology, School of Pharmacy and Biomolecular SciencesRoyal College of Surgeons in IrelandDublinIreland
- Department of HaematologyBeaumont HospitalDublinIreland
| | - Siobhan Glavey
- Department of HaematologyBeaumont HospitalDublinIreland
- School of PathologyRoyal College of Surgeons in IrelandDublinIreland
| | - John Quinn
- Department of HaematologyBeaumont HospitalDublinIreland
- School of MedicineRoyal College of Surgeons in IrelandDublinIreland
| | - Jamie M. O’Sullivan
- Irish Centre for Vascular Biology, School of Pharmacy and Biomolecular SciencesRoyal College of Surgeons in IrelandDublinIreland
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Best practice & research: Clinical hematology review on thrombosis and bleeding in hematological malignancy. Best Pract Res Clin Haematol 2022; 35:101353. [DOI: 10.1016/j.beha.2022.101353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/06/2022] [Accepted: 06/13/2022] [Indexed: 01/19/2023]
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Sanfilippo KM. Venous thromboembolism and risk stratification in hematological malignancies. Thromb Res 2022; 213 Suppl 1:S16-S21. [DOI: 10.1016/j.thromres.2022.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 12/14/2021] [Accepted: 01/05/2022] [Indexed: 11/26/2022]
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Callander NS, Baljevic M, Adekola K, Anderson LD, Campagnaro E, Castillo JJ, Costello C, Devarakonda S, Elsedawy N, Faiman M, Garfall A, Godby K, Hillengass J, Holmberg L, Htut M, Huff CA, Hultcrantz M, Kang Y, Larson S, Liedtke M, Martin T, Omel J, Sborov D, Shain K, Stockerl-Goldstein K, Weber D, Berardi RA, Kumar R, Kumar SK. NCCN Guidelines® Insights: Multiple Myeloma, Version 3.2022. J Natl Compr Canc Netw 2022; 20:8-19. [PMID: 34991075 DOI: 10.6004/jnccn.2022.0002] [Citation(s) in RCA: 110] [Impact Index Per Article: 36.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The NCCN Guidelines for Multiple Myeloma provide recommendations for diagnosis, initial workup, treatment, follow-up, and supportive care for patients with various plasma cell neoplasms, including multiple myeloma. These NCCN Guidelines Insights highlight some of the important updates/changes specific to the treatment of patients with multiple myeloma in the 2022 version of the guidelines.
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Affiliation(s)
| | | | - Kehinde Adekola
- 3Robert H. Lurie Comprehensive Cancer Center of Northwestern University
| | | | | | - Jorge J Castillo
- 6Dana-Farber/Brigham and Women's Cancer Center
- Massachusetts General Hospital Cancer Center
| | | | - Srinivas Devarakonda
- 8The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute
| | - Noura Elsedawy
- 9St. Jude Children's Research Hospital/The University of Tennessee Health Science Center
| | - Matthew Faiman
- 10Case Comprehensive Cancer Center/University Hospitals Seidman Cancer Center and Cleveland Clinic Taussig Cancer Institute
| | - Alfred Garfall
- 11Abramson Cancer Center at the University of Pennsylvania
| | | | | | - Leona Holmberg
- 14Fred Hutchinson Cancer Research Center/Seattle Cancer Care Alliance
| | - Myo Htut
- 15City of Hope National Medical Center
| | - Carol Ann Huff
- 16The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
| | | | | | | | | | - Thomas Martin
- 21UCSF Helen Diller Family Comprehensive Cancer Center
| | | | | | | | | | - Donna Weber
- 26The University of Texas MD Anderson Cancer Center
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Sanfilippo KM, Carson KR, Wang T, Luo S, Edwin N, Kuderer N, Keller JM, Gage BF. Evaluation of the Khorana score for prediction of venous thromboembolism in patients with multiple myeloma. Res Pract Thromb Haemost 2022; 6:e12634. [PMID: 35028491 PMCID: PMC8742966 DOI: 10.1002/rth2.12634] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 10/07/2021] [Accepted: 10/19/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Guidelines recommend thromboprophylaxis for patients with multiple myeloma (MM) at high risk for venous thromboembolism (VTE). However, the optimal risk prediction model for VTE in MM remains unclear. Khorana et al developed a VTE risk score (Khorana score) in ambulatory cancer patients receiving chemotherapy. We aimed to evaluate the predictive ability of the Khorana score in patients with MM. METHODS We identified patients with MM within the Veterans Affairs health care system between 2006 and 2013. The Khorana score was calculated before treatment initiation. Using logistic regression, the relationship between risk group and VTE was assessed at 3 and 6 months. We tested model discrimination using the concordance statistic. RESULTS In the cohort of 2870 patients with MM, there were 1328 at low risk (0 points), 1521 at intermediate risk (1-2 points), and 21 at high risk (≥3 points) for VTE by the Khorana score. The 6-month cumulative incidence of VTE was 5.1% (95% confidence interval [CI], 4.0%-6.4%) in low risk, 3.9% (95% CI, 3.0%-5.0%) in intermediate risk, 4.8% (95% CI, 0.3%-20.2%) in high risk. The Khorana score did not strongly discriminate between patients who did and did not develop VTEs at 3 or 6 months (concordance statistic, 0.58; 95% CI, 0.54-0.63; and 0.53, 95% CI, 0.50-0.57, respectively. CONCLUSIONS In conclusion, in this cohort of 2870 patients with MM, the Khorana score did not predict VTE. Our study supports the need to use myeloma-specific risk models to predict VTE risk in patients with MM.
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Affiliation(s)
- Kristen M. Sanfilippo
- Washington University School of Medicine in St. LouisSt. LouisMissouriUSA
- St. Louis Veterans Affairs Medical CenterSt. LouisMissouriUSA
| | | | - Tzu‐Fei Wang
- University of Ottawa at The Ottawa Hospital and Ottawa Hospital Research InstituteOttawaOntarioCanada
| | - Suhong Luo
- Washington University School of Medicine in St. LouisSt. LouisMissouriUSA
- St. Louis Veterans Affairs Medical CenterSt. LouisMissouriUSA
| | - Natasha Edwin
- ThedaCare Regional Cancer CenterAppletonWisconsinUSA
| | | | - Jesse M. Keller
- Washington University School of Medicine in St. LouisSt. LouisMissouriUSA
- St. Louis Veterans Affairs Medical CenterSt. LouisMissouriUSA
| | - Brian F. Gage
- Washington University School of Medicine in St. LouisSt. LouisMissouriUSA
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Miceli TS, Gonsalves WI, Buadi FK. Supportive care in multiple myeloma: Current practices and advances. Cancer Treat Res Commun 2021; 29:100476. [PMID: 34653748 DOI: 10.1016/j.ctarc.2021.100476] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/02/2021] [Accepted: 10/07/2021] [Indexed: 10/20/2022]
Abstract
Supportive care in multiple myeloma (MM) can have a major impact on quality of life and the survival outcomes of MM patients. In this review, we will focus on disease and treatment related toxicities experienced by MM patients and what are the best approaches to date to help mitigate the effects. We will specifically focus on a practical approach to managing bone disease, thrombosis, infection risk, peripheral neuropathy, dermatologic complications, gastrointestinal and ocular toxicities, and fatigue in MM.
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Affiliation(s)
- Teresa S Miceli
- Division of Hematology, Mayo Clinic Rochester, United States
| | | | - Francis K Buadi
- Division of Hematology, Mayo Clinic Rochester, United States.
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Ochiai T, Sasaki Y, Yokoyama C, Kuwata H, Hara S. Absence of prostacyclin greatly relieves cyclophosphamide-induced cystitis and bladder pain in mice. FASEB J 2021; 35:e21952. [PMID: 34555210 DOI: 10.1096/fj.202101025r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 08/18/2021] [Accepted: 09/09/2021] [Indexed: 01/22/2023]
Abstract
Cyclophosphamide (CP) has been widely used in the treatment of various malignancies and autoimmune diseases, but acrolein, a byproduct of CP, causes severe hemorrhagic cystitis as the major side effect of CP. On the other hand, a large amount of prostacyclin (PGI2 ) is produced in bladder tissues, and PGI2 has been shown to play a critical role in bladder homeostasis. PGI2 is biosynthesized from prostaglandin (PG) H2 , the common precursor of PGs, by PGI2 synthase (PTGIS) and is known to also be involved in inflammatory responses. However, little is known about the roles of PTGIS-derived PGI2 in bladder inflammation including CP-induced hemorrhagic cystitis. Using both genetic and pharmacological approaches, we here revealed that PTGIS-derived PGI2 -IP (PGI2 receptor) signaling exacerbated CP-induced bladder inflammatory reactions. Ptgis deficiency attenuated CP-induced vascular permeability and chemokine-mediated neutrophil migration into bladder tissues and then suppressed hemorrhagic cystitis. Treatment with RO1138452, an IP selective antagonist, also suppressed CP-induced cystitis. We further found that cystitis-related nociceptive behavior was also relieved in both Ptgis-/- mice and RO1138452-treated mice. Our findings may provide new drug targets for bladder inflammation and inflammatory pain in CP-induced hemorrhagic cystitis.
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Affiliation(s)
- Tsubasa Ochiai
- Division of Health Chemistry, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
| | - Yuka Sasaki
- Division of Health Chemistry, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
| | - Chieko Yokoyama
- Department of Nutrition and Life Science, Kanagawa Institute of Technology, Atsugi, Japan
| | - Hiroshi Kuwata
- Division of Health Chemistry, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
| | - Shuntaro Hara
- Division of Health Chemistry, Department of Healthcare and Regulatory Sciences, School of Pharmacy, Showa University, Tokyo, Japan
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Barrett A, Quinn J, Lavin M, Thornton P, O’Donnell J, Murphy P, Glavey S. Validation of Risk-Adapted Venous Thromboembolism Prediction in Multiple Myeloma Patients. J Clin Med 2021; 10:jcm10163536. [PMID: 34441832 PMCID: PMC8396929 DOI: 10.3390/jcm10163536] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 08/04/2021] [Accepted: 08/09/2021] [Indexed: 11/23/2022] Open
Abstract
Multiple myeloma (MM) is associated with an increased risk of venous thrombosis (VTE). In the United Kingdom Medical Research Council (MRC) XI study of patients treated with immunomodulatory therapy, the VTE rate was 11.8% despite 87.7% of the patients being on thromboprophylaxis at the time of thrombosis. In order to effectively prevent VTE events in MM patients, a better understanding of patient and disease risk factors that might predict thrombosis is required. We performed a retrospective cohort analysis of over 300 newly diagnosed MM patients at a tertiary referral centre to determine the VTE rate, predictive factors for VTE, value of the Khorana score for MM VTE events and long-term mortality outcomes. Fifty-four percent of the patients were receiving thromboprophylaxis at the time of the VTE event. The mortality odds ratio was 3.3 (95% CI, 2.4–4.5) in patients who developed VTE in comparison to age-matched controls with MM. A younger age at diagnosis and higher white cell count (WCC) were found to be predictive of VTE events. Our data suggest that standard thromboprophylaxis may not be effective in preventing VTE events in myeloma patients, and alternative strategies, which could include higher-intensity thromboprophylaxis in young patients with a high WCC, are necessary.
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Affiliation(s)
- Aisling Barrett
- Department of Haematology, Beaumont Hospital, D09 V2N0 Dublin, Ireland; (A.B.); (J.Q.); (P.T.); (P.M.)
| | - John Quinn
- Department of Haematology, Beaumont Hospital, D09 V2N0 Dublin, Ireland; (A.B.); (J.Q.); (P.T.); (P.M.)
| | - Michelle Lavin
- Irish Centre for Vascular Biology, Royal College of Surgeons in Ireland, D02 VN51 Dublin, Ireland; (M.L.); (J.O.)
| | - Patrick Thornton
- Department of Haematology, Beaumont Hospital, D09 V2N0 Dublin, Ireland; (A.B.); (J.Q.); (P.T.); (P.M.)
| | - James O’Donnell
- Irish Centre for Vascular Biology, Royal College of Surgeons in Ireland, D02 VN51 Dublin, Ireland; (M.L.); (J.O.)
| | - Philip Murphy
- Department of Haematology, Beaumont Hospital, D09 V2N0 Dublin, Ireland; (A.B.); (J.Q.); (P.T.); (P.M.)
| | - Siobhán Glavey
- Department of Haematology, Beaumont Hospital, D09 V2N0 Dublin, Ireland; (A.B.); (J.Q.); (P.T.); (P.M.)
- Departments of Pathology and Haematology, Royal College of Surgeons in Ireland, D02 VN51 Dublin, Ireland
- Correspondence:
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50
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Mann H, Katiyar V, Varga C, Comenzo RL. Smoldering multiple myeloma - Past, present, and future. Blood Rev 2021; 52:100869. [PMID: 34312016 DOI: 10.1016/j.blre.2021.100869] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 07/13/2021] [Accepted: 07/15/2021] [Indexed: 02/06/2023]
Abstract
Smoldering multiple myeloma (SMM) routinely precedes the development of multiple myeloma. While some patients experience aggressive disease, others have more indolent courses akin to those with monoclonal gammopathy of undetermined significance. Much effort has been made to understand the pathobiological basis of this heterogeneity. Scientific advancements have led to the emergence of various clinical and genomic markers of relevance, translating into evolution of disease definitions over time. More recently, the interest in manipulation of biological pathways has intensified in a bid to stall or halt disease progression. Studies with lenalidomide have exemplified the promise of early intervention, whereas numerous therapeutic approaches remain the subject of ongoing clinical investigation. This review summarizes the historic progress made in defining SMM as a distinct clinicopathologic entity, provides a critical appraisal of the evidence guiding risk assessment, and suggests a pragmatic approach to its modern-day management. Finally, an overview of developments on the horizon is also provided.
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Affiliation(s)
- Hashim Mann
- Division of Hematology/Oncology, Tufts Medical Center, Boston, MA, USA; The John Conant Davis Myeloma and Amyloid Program, Tufts Medical Center, Boston, MA, USA.
| | - Vatsala Katiyar
- Division of Hematology/Oncology, Brown Cancer Center, University of Louisville, Louisville, KY, USA
| | - Cindy Varga
- Division of Hematology/Oncology, Tufts Medical Center, Boston, MA, USA; The John Conant Davis Myeloma and Amyloid Program, Tufts Medical Center, Boston, MA, USA
| | - Raymond L Comenzo
- Division of Hematology/Oncology, Tufts Medical Center, Boston, MA, USA; The John Conant Davis Myeloma and Amyloid Program, Tufts Medical Center, Boston, MA, USA
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