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da Costa IHF, de Pádua CAM, de Miranda Drummond PL, Silveira LP, Malta JS, Dos Santos RMM, Reis AMM. Incidence of thromboembolism and associated factors in multiple myeloma patients treated with immunomodulatory drugs: a retrospective analysis in Belo Horizonte, Brazil. Support Care Cancer 2023; 32:35. [PMID: 38103099 DOI: 10.1007/s00520-023-08251-y] [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: 12/05/2022] [Accepted: 12/08/2023] [Indexed: 12/17/2023]
Abstract
PURPOSE The use of immunomodulators in the treatment of multiple myeloma (MM) patients has been associated with venous thromboembolism (VTE). Due to the increase in mortality of cancer patients, venous thromboembolism is an important concern for newly diagnosed multiple myeloma (NDMM) patients. The aim of this study was to determine the incidence of thromboembolic events and evaluate associated risk factors among Brazilian NDMM patients using immunomodulators. METHODS Real-life retrospective cohort study in two Brazilian institutions with newly diagnosed multiple myeloma (NDMM) patients treated with immunomodulators from January 2009 to December 2019. Data was collected from patients' medical records for the period of 1 year, and Cox regression was performed to identify risk factors on the development of VTE. RESULTS We included 131 patients of which there was a mean age of 61.5 years (SD 11.3), 51.9% female, and predominantly using thalidomide (97.7%) as immunomodulator. We found 9 VTE episodes among our patients, with a 12-month cumulative incidence of 6.97% (95% CI 3.41-12.24). Associated factors after multivariate analysis were recent sepsis, recent traumatic injury, previous VTE, and thromboprophylaxis. CONCLUSION Our real-life retrospective cohort presented a low incidence of VTE among Brazilian NDMM patients treated with immunomodulators.
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Affiliation(s)
- Iwyson Henrique Fernandes da Costa
- Programa de pós-graduação em medicamentos e assistência farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
- Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
| | - Cristiane Aparecida Menezes de Pádua
- Programa de pós-graduação em medicamentos e assistência farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Farmácia da Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Paula Lana de Miranda Drummond
- Programa de pós-graduação em medicamentos e assistência farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Lívia Pena Silveira
- Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Jéssica Soares Malta
- Faculdade de Farmácia da Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Adriano Max Moreira Reis
- Programa de pós-graduação em medicamentos e assistência farmacêutica, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Farmácia da Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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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: 3.0] [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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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: 12] [Impact Index Per Article: 6.0] [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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