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Incidence of thromboembolism and associated factors in multiple myeloma patients treated with immunomodulatory drugs: a retrospective analysis in Belo Horizonte, Brazil

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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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References

  1. Patel JN, Robinson M, Jagosky M, Slaughter D, Arnall J, Jandrisevits E et al (2021) Thromboembolism incidence and risk factors in multiple myeloma after first exposure to immunomodulatory drug–based regimens. Clin Lymphoma Myeloma Leuk 21(3):188–198.e2

    Article  PubMed  CAS  Google Scholar 

  2. Chakraborty R, Bin Riaz I, Malik SU, Marneni N, Mejia Garcia A, Anwer F et al (2020) Venous thromboembolism risk with contemporary lenalidomide-based regimens despite thromboprophylaxis in multiple myeloma: a systematic review and meta-analysis. Cancer 126(8):1640–1650

    Article  PubMed  CAS  Google Scholar 

  3. Takaishi K, Tsukamoto S, Ohwada C, Takeuchi M, Kawasaki Y, Nagai Y et al (2019) Low incidence of thromboembolism in multiple myeloma patients receiving immunomodulatory drugs; a retrospective single-institution analysis. J Thromb Thrombolysis 48(1):141–148

    Article  PubMed  CAS  Google Scholar 

  4. Anderson SM, Beck B, Sterud S, Lockhorst R, Ngorsuraches S (2019) Evaluating the use of appropriate anticoagulation with lenalidomide and pomalidomide in patients with multiple myeloma. J Oncol Pharm Pract 25(4):806–812

    Article  PubMed  CAS  Google Scholar 

  5. Kato A, Takano H, Ichikawa A, Koshino M, Igarashi A, Hattori K et al (2013) A retrospective cohort study of venous thromboembolism(VTE) in 1035 Japanese myeloma patients treated with thalidomide; lower incidence without statistically significant association between specific risk factors and development of VTE and effects of thromboprophylaxis with aspirin and warfarin. Thromb Res 131(2):140–144

    Article  PubMed  CAS  Google Scholar 

  6. Covut F, Ahmed R, Chawla S, Ricaurte F, Samaras CJ, Anwer F et al (2021) Validation of the IMPEDE VTE score for prediction of venous thromboembolism in multiple myeloma: a retrospective cohort study. Br J Haematol 193(6):1213–1219

    Article  PubMed  CAS  Google Scholar 

  7. Zamagni E, Brioli A, Tacchetti P, Zannetti B, Pantani L, Cavo M (2011) Multiple myeloma, venous thromboembolism, and treatment-related risk of thrombosis. Semin Thromb Hemost 37(3):209–219

    Article  PubMed  Google Scholar 

  8. Singh A, Gajra A (2011) Thromboembolism with immunomodulatory agents in the treatment of multiple myeloma. Cardiovasc Hematol Agents Med Chem 9(1):7–13

    Article  PubMed  CAS  Google Scholar 

  9. Baker HA, Brown AR, Mahnken JD, Shireman TI, Webb CE, Lipe BC (2019) Application of risk factors for venous thromboembolism in patients with multiple myeloma starting chemotherapy, a real-world evaluation. Cancer Med 8(1):455–462

    Article  PubMed  CAS  Google Scholar 

  10. Fotiou D, Gavriatopoulou M, Terpos E (2020) Multiple myeloma and thrombosis: prophylaxis and risk prediction tools. Cancers 12(1):191

  11. Sanfilippo KM (2020) Assessing the risk of venous thromboembolism in multiple myeloma. Thromb Res 191(January):S74–S78

    Article  PubMed  CAS  Google Scholar 

  12. Alexander M, Kirsa S, Mellor JD (2012) Thalidomide thromboprophylaxis in multiple myeloma: a review of current evidence. Asia Pac J Clin Oncol 8(4):319–324

    Article  PubMed  Google Scholar 

  13. Al-Ani F, Bermejo JMB, Mateos MV, Louzada M (2016) Thromboprophylaxis in multiple myeloma patients treated with lenalidomide - a systematic review. Thromb Res 141:84–90

    Article  PubMed  CAS  Google Scholar 

  14. Palumbo A, Rajkumar SV, Dimopoulos MA, Richardson PG, San Miguel J, Barlogie B et al (2008) Prevention of thalidomide- and lenalidomide-associated thrombosis in myeloma. Leukemia 22(2):414–423

    Article  PubMed  CAS  Google Scholar 

  15. Calafiore V, Giamporcaro S, Conticello C, Romano A, Parisi M, Giuffrida G et al (2020) A real-life survey of venous thromboembolic events occurring in myeloma patients treated in third line with second-generation novel agents. J Clin Med 9(9):1–14

    Article  Google Scholar 

  16. Li X, Sun X, Fang B, Leng Y, Sun F, Wang Y et al (2023) Development and validation of a new risk assessment model for immunomulatory drug-associated venous thrombosis among Chinese patients with multiple myeloma. Thromb J 21:105

    Article  PubMed  PubMed Central  Google Scholar 

  17. Farge D, Le Maignan C, Doucet L, Frere C (2019) Women, thrombosis, and cancer. Thromb Res 181:S47–S53

    Article  PubMed  CAS  Google Scholar 

  18. Li A, Wu Q, Luo S, Warnick GS, Zakai NA, Libby EN et al (2019) Derivation and validation of a risk assessment model for immunomodulatory drug-associated thrombosis among patients with multiple myeloma. J Natl Compr Canc Netw 17(7):840–847

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  19. Leclerc V, Karlin L, Herledan C, Marchal L, Baudouin A, Gouraud A et al (2022) Thromboembolic events and thromboprophylaxis associated with immunomodulators in multiple myeloma patients: a real-life study. J Cancer Res Clin Oncol 148(4):975–984

    Article  PubMed  CAS  Google Scholar 

  20. Chalayer E, Talbot A, Frenzel L, Karlin L, Collet P, Guyotat D et al (2022) Prediction of venous thromboembolism in patients with multiple myeloma treated with lenalidomide, bortezomib, dexamethasone, and transplantation: Lessons from the substudy of IFM/DFCI 2009 cohort. J Thromb Haemost 20(8):1859–1867

  21. Chen MT, Huang ST, Huang HH, Chen WJ, Ko BS, Hsiao FY (2023) Risk of thromboembolic events associated with different multiple myeloma in Taiwan: a nested case-control study. J Thromb Thrombolysis 56(4):578–587

    Article  PubMed  Google Scholar 

  22. Dede RJ, Pruemer JM (2016) Comparing venous thromboembolism prophylactic strategies for ambulatory multiple myeloma patients on immunomodulatory drug therapy. J Oncol Pharm Pract 22(2):248–255

    Article  PubMed  CAS  Google Scholar 

  23. Bravo-Perez C, Fernández-Caballero M, Soler-Espejo E, Garcia-Torralba E, Sorigue M, García-Malo MD et al (2021) Heparin versus aspirin thromboprophylaxis adds independent value to IMPEDE-VTE score for venous thrombosis prediction in multiple myeloma. J Thromb Thrombolysis 52(3):848–853

    Article  PubMed  CAS  Google Scholar 

  24. Fotiou D, Dimopoulos MA, Kastristis E (2022) Approach to contemporary risk assessment, prevention and management of thrombotic complications in multiple myeloma. Cancers 14:6216

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  25. Sanfilippo KM, Luo S, Wang TFT-F, Fiala M, Schoen M, Wildes TM et al (2019) Predicting venous thromboembolism in multiple myeloma: development and validation of the IMPEDE VTE score. Am J Hematol 94(11):1176–1184

    Article  PubMed  PubMed Central  Google Scholar 

  26. Wang J, Park C, Arroyo-Suarez R (2021) Venous thromboembolism in patients with multiple myeloma receiving daratumumab-based regimens: a post hoc analysis of phase 3 clinical trials. Leuk Lymphoma 62(9):2219–2226

    Article  PubMed  CAS  Google Scholar 

  27. Larocca A, Cavallo F, Bringhen S, Di Raimondo F, Falanga A, Evangelista A et al (2012) Aspirin or enoxaparin thromboprophylaxis for patients with newly diagnosed multiple myeloma treated with lenalidomide. Blood 119(4):933–939

    Article  PubMed  CAS  Google Scholar 

  28. Hajjar LA, Costa IB, Lopes MA, Hoff PM, Diz MD, Fonseca SM et al (2020) Diretriz Brasileira de Cardio-oncologia – 2020. Arq Bras Cardiol 115(5):1006–1043

    Article  PubMed  PubMed Central  Google Scholar 

  29. Costa TA, Felix N, Costa BA, Godoi A, Nogueira A, Rossi A (2023) 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 203(3):395–403

    Article  PubMed  CAS  Google Scholar 

  30. Kandemir EA, Bayraktar-Ekincioglu A, Kilickap S (2021) Assessment of adherence to cancer-associated venous thromboembolism guideline and pharmacist’s impact on anticoagulant therapy. Support Care Cancer 29(3):1699–1709

    Article  PubMed  Google Scholar 

  31. Kumar SK, Callander NS, Adekola K, Anderson LD Jr, Baljevic M, Campagnaro E et al (2022) Multiple myeloma. J Natl Compr Canc Netw 4(5):1–107

    Google Scholar 

  32. Baljevic M, Sborov DW, Lim MY, Hillengass J, Martin T, Castillo JJ et al (2022) Optimizing thromboembolism prophylaxis for the contemporary age of multiple myeloma. J Natl Compr Canc Netw 20(1):91–95

    Article  PubMed  CAS  Google Scholar 

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Acknowledgements

The authors would like to thank the Empresa Brasileira de Serviços Hospitalares (Ebserh) for the all support provided.

Funding

The authors declare that no funds, grants, or other support was received during the preparation of this manuscript.

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Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. Material preparation and data collection were performed by Iwyson Henrique Fernandes da Costa, Paula Lana de Miranda Drummond, Jéssica Soares Malta, Roberta Márcia Marques Santos and Lívia Pena Silveira and analysis were performed by Iwyson Henrique Fernandes da Costa, Adriano Max Moreira Reis and Cristiane Aparecida Menezes de Pádua. The first draft of the manuscript was written by Iwyson Henrique Fernandes da Costa and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Iwyson Henrique Fernandes da Costa.

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Ethical approval

This study was designed in accordance with the ethical standards of research involving human participants of the national research committee (CNS 466/2012) and was approved by the ethics committee of the Federal University of Minas Gerais (no. 3.305.726).

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da Costa, I.H.F., de Pádua, C.A.M., de Miranda Drummond, P.L. et al. Incidence of thromboembolism and associated factors in multiple myeloma patients treated with immunomodulatory drugs: a retrospective analysis in Belo Horizonte, Brazil. Support Care Cancer 32, 35 (2024). https://doi.org/10.1007/s00520-023-08251-y

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