Skip to main content

Advertisement

Log in

Response-Adapted Therapy for Newly Diagnosed Multiple Myeloma

  • Published:
Current Hematologic Malignancy Reports Aims and scope Submit manuscript

Abstract

Purpose of Review

The development of potent novel agents has improved outcomes for patients with multiple myeloma (MM). Heterogeneity of response to therapy, an expanding arsenal of treatment options, and cost are however major challenges for physicians making treatment decisions. Response-adapted therapy is hence an attractive strategy for sequencing of therapy in MM. Despite its successful application in other haematologic malignancies, response-adapted therapy is yet to become a standard of care for MM. We provide our perspective on response-adapted therapeutic strategies evaluated thus far and how they may be implemented and improved on in treatment algorithms of the future.

Recent Findings

While older studies suggested that early response based on International Myeloma Working Group response criteria could impact long-term outcomes, recent data have contradicted these findings. The advent of minimal residual disease (MRD) as a powerful prognostic factor in MM has raised the promise of MRD-adapted treatment strategies. The development of more sensitive techniques for paraprotein quantification as well as imaging modalities to detect extramedullary disease is likely to change response assessment in MM. These techniques combined with MRD assessment may provide sensitive and holistic response assessments which could be evaluated in clinical trials.

Summary

Response-adapted treatment algorithms have the potential to allow an individualised treatment strategy, maximising efficacy, while minimising toxicities and cost. Standardisation of MRD methodology, incorporation of imaging into response assessment, and the optimal management of MRD positive patients are key questions to be addressed in future trials.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data Availability

Data may be shared upon reasonable request by contacting the corresponding author, Dr Sanjay de Mel, at Sanjay_widanalage@nuhs.edu.sg.

References

  1. van de Donk NWCJ, Pawlyn C, Yong KL. Multiple myeloma. The Lancet. 2021;397(10272):410–27.

    Article  Google Scholar 

  2. Rajkumar SV, Kumar S. Multiple myeloma current treatment algorithms. Blood Cancer J. 2020;10(9):94.

    Article  PubMed Central  PubMed  Google Scholar 

  3. Sonneveld P, Goldschmidt H, Rosinol L, Blade J, Lahuerta JJ, Cavo M, et al. Bortezomib-based versus nonbortezomib-based induction treatment before autologous stem-cell transplantation in patients with previously untreated multiple myeloma: a meta-analysis of phase III randomized, controlled trials. J Clin Oncol. 2013;31(26):3279–87.

    Article  CAS  PubMed  Google Scholar 

  4. Jackson GH, Pawlyn C, Cairns DA, Striha A, Collett C, Waterhouse A, et al. Optimising the value of immunomodulatory drugs during induction and maintenance in transplant ineligible patients with newly diagnosed multiple myeloma: results from Myeloma XI, a multicentre, open-label, randomised, phase III trial. Br J Haematol. 2021;192(5):853–68.

    Article  CAS  PubMed  Google Scholar 

  5. Chong LL, Soon YY, Soekojo CY, Ooi M, Chng WJ, de Mel S. Daratumumab-based induction therapy for multiple myeloma: a systematic review and meta-analysis. Crit Rev Oncol Hematol. 2021;159.

  6. Holstein SA, McCarthy PL. Immunomodulatory drugs in multiple myeloma: mechanisms of action and clinical experience. Drugs. 2017;77(5):505–20.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  7. Kumar SK, Rajkumar SV. The multiple myelomas — current concepts in cytogenetic classification and therapy. Nat Rev Clin Oncol. 2018;15(7):409–21.

    Article  CAS  PubMed  Google Scholar 

  8. Egan P, Drain S, Conway C, Bjourson AJ, Alexander HD. Towards stratified medicine in plasma cell myeloma. Int J Mol Sci. 2016;17(10):1760.

    Article  PubMed Central  PubMed  Google Scholar 

  9. Lang N, Crump M. PET-adapted approaches to primary therapy for advanced Hodgkin lymphoma. Ther Adv Hematol. 2020;11:2040620720914490.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  10. Hochhaus A, Baccarani M, Silver RT, Schiffer C, Apperley JF, Cervantes F, et al. European LeukemiaNet 2020 recommendations for treating chronic myeloid leukemia. Leukemia. 2020;34(4):966–84.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  11. Voorhees P. On the need for phase III studies of risk-adapted therapy in multiple myeloma. Biol Blood Marrow Transplant. 2017;23(2):181–2.

    Article  PubMed  Google Scholar 

  12. Lahuerta JJ, Mateos MV, Martinez-Lopez J, Rosinol L, Sureda A, de la Rubia J, et al. Influence of pre- and post-transplantation responses on outcome of patients with multiple myeloma: sequential improvement of response and achievement of complete response are associated with longer survival. J Clin Oncol. 2008;26(35):5775–82.

    Article  PubMed  Google Scholar 

  13. van de Velde H, Londhe A, Ataman O, Johns HL, Hill S, Landers E, et al. Association between complete response and outcomes in transplant-eligible myeloma patients in the era of novel agents. Eur J Haematol. 2017;98(3):269–79.

    Article  PubMed  Google Scholar 

  14. Gay F, Larocca A, Wijermans P, Cavallo F, Rossi D, Schaafsma R, et al. Complete response correlates with long-term progression-free and overall survival in elderly myeloma treated with novel agents: analysis of 1175 patients. Blood. 2011;117(11):3025–31.

    Article  CAS  PubMed  Google Scholar 

  15. Kaddoura M, Binder M, Dingli D, Buadi FK, Lacy MQ, Gertz MA, et al. Impact of achieving a complete response to initial therapy of multiple myeloma and predictors of subsequent outcome. Am J Hematol. 2022;97(3):267–73.

    Article  CAS  PubMed  Google Scholar 

  16. Vij R, Kumar S, Zhang MJ, Zhong X, Huang J, Dispenzieri A, et al. Impact of pretransplant therapy and depth of disease response before autologous transplantation for multiple myeloma. Biol Blood Marrow Transplant. 2015;21(2):335–41.

    Article  PubMed  Google Scholar 

  17. Ross DM, To LB, Horvath N. Assessment of early paraprotein response to vincristine-doxorubicin-dexamethasone chemotherapy may help guide therapy in multiple myeloma. Intern Med J. 2004;34(9–10):576–8.

    Article  CAS  PubMed  Google Scholar 

  18. Schaar CG, Kluin-Nelemans JC, le Cessie S, Franck PF, te Marvelde MC, Wijermans PW. Early response to therapy and survival in multiple myeloma. Br J Haematol. 2004;125(2):162–6.

    Article  CAS  PubMed  Google Scholar 

  19. Tandon N, Sidana S, Rajkumar SV, Gertz MA, Buadi FK, Lacy MQ, et al. Outcomes with early response to first-line treatment in patients with newly diagnosed multiple myeloma. Blood Adv. 2019;3(5):744–50.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  20. Yan Y, Mao X, Liu J, Fan H, Du C, Li Z, et al. The impact of response kinetics for multiple myeloma in the era of novel agents. Blood Adv. 2019;3(19):2895–904.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  21. Jackson GH, Davies FE, Pawlyn C, Cairns DA, Striha A, Collett C, et al. Response-adapted intensification with cyclophosphamide, bortezomib, and dexamethasone versus no intensification in patients with newly diagnosed multiple myeloma (Myeloma XI): a multicentre, open-label, randomised, phase 3 trial. The lancet Haematology. 2019;6(12):e616–29.

    Article  PubMed Central  PubMed  Google Scholar 

  22. Niesvizky R, Mark TM, Ward M, Jayabalan DS, Pearse RN, Manco M, et al. Overcoming the response plateau in multiple myeloma: a novel bortezomib-based strategy for secondary induction and high-yield CD34+ stem cell mobilization. Clin Cancer Res. 2013;19(6):1534–46.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  23. Durie BGM, Hoering A, Abidi MH, Rajkumar SV, Epstein J, Kahanic SP, et al. Bortezomib with lenalidomide and dexamethasone versus lenalidomide and dexamethasone alone in patients with newly diagnosed myeloma without intent for immediate autologous stem-cell transplant (SWOG S0777): a randomised, open-label, phase 3 trial. Lancet (london, england). 2017;389(10068):519–27.

    Article  CAS  PubMed  Google Scholar 

  24. Shah GL, Weltz J, Zhou Q, Devlin SM, Landau H, Chung DJ, et al. A response adapted approach to induction treatment in patients with multiple myeloma undergoing autologous stem cell transplantation. Biol Blood Marrow Transplant. 2016;22(3):S40–1.

    Article  Google Scholar 

  25. Yoo KH, Yoon DH, Kang HJ, Lee WS, Kim K, Kim JS, et al. Multicenter, phase II study of response-adapted lenalidomide-based therapy for transplant-ineligible patients with newly diagnosed multiple myeloma without high-risk features. Curr Probl Cancer. 2022;46(1):100788.

    Article  PubMed  Google Scholar 

  26. Narkhede M, Valent J, Cummings C, Glass K, Hastings D, Faiman B, et al. Results of an upfront myeloma carepath pilot with response-adapted therapy. Blood. 2014;124(21):2620.

    Article  Google Scholar 

  27. Charalampous C, Kourelis T. Minimal residual disease assessment in multiple myeloma patients: minimal disease with maximal implications. Front Oncol. 2022;11.

  28. Kumar S, Paiva B, Anderson K, Durie B, Landgren O, Moreau P, et al. International Myeloma Working Group consensus criteria for response and minimal residual disease assessment in multiple myeloma. Lancet Oncol. 2016;17:e328–46.

    Article  PubMed  Google Scholar 

  29. Kumar S, Paiva B, Anderson KC, Durie B, Landgren O, Moreau P, et al. International Myeloma Working Group consensus criteria for response and minimal residual disease assessment in multiple myeloma. Lancet Oncol. 2016;17(8):e328–46.

    Article  PubMed  Google Scholar 

  30. Perrot A, Lauwers-Cances V, Corre J, Robillard N, Hulin C, Chretien ML, et al. Minimal residual disease negativity using deep sequencing is a major prognostic factor in multiple myeloma. Blood. 2018;132(23):2456–64.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  31. Munshi NC, Avet-Loiseau H, Rawstron AC, Owen RG, Child JA, Thakurta A, et al. Association of minimal residual disease with superior survival outcomes in patients with multiple myeloma: a meta-analysis. JAMA Oncol. 2017;3(1):28–35.

    Article  PubMed Central  PubMed  Google Scholar 

  32. Paiva B, Puig N, Cedena MT, Rosinol L, Cordon L, Vidriales MB, et al. Measurable residual disease by next-generation flow cytometry in multiple myeloma. J Clin Oncol. 2020;38(8):784–92.

    Article  CAS  PubMed  Google Scholar 

  33. Costa LJ, Chhabra S, Medvedova E, Dholaria BR, Schmidt TM, Godby KN, et al. Daratumumab, carfilzomib, lenalidomide, and dexamethasone with minimal residual disease response-adapted therapy in newly diagnosed multiple myeloma. J Clin Oncol. 2022;40(25):2901–12.

    Article  CAS  PubMed  Google Scholar 

  34. Chen Y, Gopalakrishnan SK, Ooi M, Sultana R, Lim LH, Grigoropoulos N, et al. A phase 2 study of carfilzomib, cyclophosphamide and dexamethasone as frontline treatment for transplant-eligible MM with high-risk features (SGH-MM1). Blood Cancer J. 2021;11(9):150.

    Article  PubMed Central  PubMed  Google Scholar 

  35. Korde N, Mastey D, Tavitian E, Mailankody S, Lesokhin A, Hassoun H, et al. Tailored treatment to MRD response: a phase I/II study for newly diagnosed multiple myeloma patients using high dose twice-weekly carfilzomib (45 and 56 mg/m(2)) in combination with lenalidomide and dexamethasone. Am J Hematol. 2021;96(6):E193–6.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  36. Hahn TE, Wallace PK, Fraser R, Fei M, Tario JD, Howard A, et al. Minimal Residual Disease (MRD) Assessment before and after autologous hematopoietic cell transplantation (AutoHCT) and maintenance for multiple myeloma (MM): results of the Prognostic Immunophenotyping for Myeloma Response (PRIMeR) study. Biol Blood Marrow Transplant. 2019;25(3):S4–6.

    Article  Google Scholar 

  37. Junghans RP, Anderson CL. The protection receptor for IgG catabolism is the beta2-microglobulin-containing neonatal intestinal transport receptor. Proc Natl Acad Sci. 1996;93(11):5512–6.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  38. Pratt G. The evolving use of serum free light chain assays in haematology. Br J Haematol. 2008;141(4):413–22.

    Article  CAS  PubMed  Google Scholar 

  39. Gran C, Afram G, Liwing J, Verhoek A, Nahi H. Involved free light chain: an early independent predictor of response and progression in multiple myeloma. Leuk Lymphoma. 2021;62(9):2227–34.

    Article  CAS  PubMed  Google Scholar 

  40. Claveau J-S, SavaryBélanger S, Ahmad I, Delisle J-S, De Guire V, Roy J, et al. Early free light chain reduction following treatment initiation predicts favorable outcome in intact immunoglobulin myeloma. Blood Cancer J. 2022;12(1):3.

    Article  PubMed Central  PubMed  Google Scholar 

  41. Wong SW, Shah N, Ledergor G, Martin T, Wolf J, Shui AM, et al. Early dynamics and depth of response in multiple myeloma patients treated with BCMA CAR-T cells. Front Oncol. 2021;11:783703.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  42. Jacobs JFM, Haagen IA, Lodder A, van der Kroft C, de Kat Angelino CM, Croockewit S, et al. Analytical validation of the Hevylite assays for M-protein quantification. Clin Chem Lab Med. 2018;56(7):1169–75.

    Article  CAS  PubMed  Google Scholar 

  43. Barnidge DR, Dasari S, Botz CM, Murray DH, Snyder MR, Katzmann JA, et al. Using mass spectrometry to monitor monoclonal immunoglobulins in patients with a monoclonal gammopathy. J Proteome Res. 2014;13(3):1419–27.

    Article  CAS  PubMed  Google Scholar 

  44. Murray DL, Puig N, Kristinsson S, Usmani SZ, Dispenzieri A, Bianchi G, et al. Mass spectrometry for the evaluation of monoclonal proteins in multiple myeloma and related disorders: an International Myeloma Working Group Mass Spectrometry Committee Report. Blood Cancer J. 2021;11(2):24.

    Article  PubMed Central  PubMed  Google Scholar 

  45. Waldschmidt JM, Yee AJ, Vijaykumar T, Pinto RA, Frede J, Anand P, et al. Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma. Leukemia. 2022;36(4):1078–87.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  46. Cheng Q, Cai L, Zhang Y, Chen L, Hu Y, Sun C. Circulating plasma cells as a biomarker to predict newly diagnosed multiple myeloma prognosis: developing nomogram prognostic models. Front Oncol. 2021;11.

  47. Kumar S, Paiva B, Anderson KC, Durie B, Landgren O, Moreau P, et al. International Myeloma Working Group consensus criteria for response and minimal residual disease assessment in multiple myeloma. Lancet Oncol. 2016;17(8):e328–46.

    Article  PubMed  Google Scholar 

  48. Bansal R, Rakshit S, Kumar S. Extramedullary disease in multiple myeloma. Blood Cancer J. 2021;11(9):161.

    Article  PubMed Central  PubMed  Google Scholar 

  49. de Mel S, Lim SH, Tung ML, Chng WJ. Implications of heterogeneity in multiple myeloma. Biomed Res Int. 2014;2014:232546.

    PubMed Central  PubMed  Google Scholar 

  50. Zamagni E, Nanni C, Gay F, Dozza L, Scalabrini DR, Omede P, et al. MRD evaluation by PET/CT according to deauville criteria combined with bone marrow techniques in newly diagnosed transplant eligible multiple myeloma patients enrolled in the phase ii forte trial. Hemasphere. 2020;4:60.

    Google Scholar 

  51. Raza S, Leng S, Lentzsch S. The critical role of imaging in the management of multiple myeloma. Curr Hematol Malig Rep. 2017;12(3):168–75.

    Article  PubMed  Google Scholar 

  52. Baffour FI, Glazebrook KN, Kumar SK, Broski SM. Role of imaging in multiple myeloma. Am J Hematol. 2020;95(8):966–77.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sanjay de Mel.

Ethics declarations

Conflict of Interest

The authors declare no competing interests.

Human and Animal Rights and Informed Consent

This article does not contain any studies with human or animal subjects performed by any of the authors.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Teo, W.Z.Y., Ong, I.Y.E., Tong, J.W.Y. et al. Response-Adapted Therapy for Newly Diagnosed Multiple Myeloma. Curr Hematol Malig Rep 18, 190–200 (2023). https://doi.org/10.1007/s11899-023-00704-9

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11899-023-00704-9

Keywords

Navigation