Abstract
The course of multiple myeloma (MM) is influenced by a variety of factors, including the specificity of the tumour microenvironment (TME). The aim of this review is to provide insight into the interplay of treatment modalities used in the current clinical practice and TME. Bortezomib-based triplets are the standard for MM first-line treatment. Bortezomib is a proteasome inhibitor (PI) which inhibits the nuclear factor kappa B (NF-κB) pathway. However, bortezomib is decreasing the expression of chemokine receptor CXCR4 as well, possibly leading to the escape of extramedullary disease. Immunomodulatory drugs (IMiDs), lenalidomide, and pomalidomide downregulate regulatory T cells (Tregs). Daratumumab, anti-cluster of differentiation 38 (anti-CD38) monoclonal antibody (MoAb), downregulates Tregs CD38+. Bisphosphonates inhibit osteoclasts and angiogenesis. Sustained suppression of bone resorption characterises the activity of MoAb denosumab. The plerixafor, used in the process of stem cell mobilisation and harvesting, block the interaction of chemokine receptors CXCR4-CXCL12, leading to disruption of MM cells’ interaction with the TME, and mobilisation into the circulation. The introduction of several T-cell-based immunotherapeutic modalities, such as chimeric-antigen-receptor-transduced T cells (CAR T cells) and bispecific antibodies, represents a new perspective in MM treatment affecting TME immune evasion. The optimal treatment approach to MM patients should be adjusted to all aspects of the individual profile including the TME niche.
Keywords: multiple myeloma, bone marrow microenvironment, treatment
1. Introduction
The change in the multiple myeloma (MM) landscape, brought forth by novel regimens, has been revolutionary, also improving diagnostics over the last two decades [1,2,3]. Characterised by estimated annual incidence in Europe of 4.5–6.0 new patients per 100.000 inhabitants, MM is the second most common haematological malignancy [4]. Still, despite the possibility to achieve well-controlled chronicity, MM generally remains an uncurable disease [5]. The course of the disease is significantly influenced by a variety of clinical, laboratory, and genetic characteristics, including the specificity of the tumour microenvironment (TME) in the bone marrow (BM) milieu [6,7].
In the view of internationally recognised recommendations such as EHA-ESMO clinical practice guidelines for MM diagnosis, treatment, and follow-up [5], the aim of this review is to provide insight into the interplay of treatment modalities used in the current clinical practice and TME.
2. Treatment Modalities in the Current Clinical Practice and TME Interplay
2.1. Proteasome Inhibitors (PIs)
Bortezomib is the first-in-class proteasome inhibitor, which, along with immunomodulatory drugs (IMiDs), has greatly changed the course of this disease [1]. Currently, the standard of care for the first-line treatment in MM are bortezomib-based triplets and quadruplets [5]. As an inhibitor of the NF-κB pathway, bortezomib induces apoptosis of MM cells and osteoclasts, inhibits pro mm cytokines, natural killer (NK) cell’s activity, and causes the differentiation of mesenchymal stem cells (MSCs) from osteoblasts [8,9,10]. Additionally, transcription of hypoxia-inducible factor-1alfa (HIF-1alfa) is suppressed by bortezomib, consequently leading to the inhibition of angiogenesis by decreasing the vascular endothelial growth factor (VEGF) [11]. Bortezomib overcomes cell adhesion-mediated drug resistance (CAM-DR) by inhibiting very late angine-4 (VLA-4) and expresses synergistic effect with various drugs in co-culturing human myeloma cell lines with bone marrow stromal cells [10,12]. Notably, one of the bortezomib effects is bone remodelling based on enhanced osteogenesis induced by the inhibition of receptor activator of nuclear factor kappa-B ligand (RANKL) and Dickkopf-1 (DKK-1), and activation of osteoblasts [13]. Bortezomib also decreases chemokine receptor CXCR4 expression, possibly leading to the escape of extramedullary disease [14]. Paradoxically, PIs also may induce the accumulation of pro-inflammatory macrophages, consequently leading to the MM cell survival and progression of the disease [15]. The resistance to bortezomib is expressed more often in MM cells characterised with immature immunological profiles, lacking CD138 expression [16].
Carfilzomib is a selective, second-generation irreversible PI. The therapeutic activity of carfilzomib is based on induction of unfolded protein stress response, inhibition of NF-κB activity, induction of NK cells activity, and bone remodelling with impact to TME as well [17]. Carfilzomib is characterised by structural differences in comparison to the bortezomib, and the ability to overcome bortezomib resistance, promoting deeper and more sustained proteasome inhibition [18].
First-in-class orally administered PI, ixazomib is characterised with the same structural class and activity as bortezomib, decreasing NF-κB signalling, followed by reduced osteoclastogenesis and enhanced differentiation of osteoblasts from mesenchymal stem cells (MSCs), and osteoblast’s activity [19].
2.2. Immunomodulatory Drugs (IMiDs)
Since the introduction of alkylating agents in the MM treatment, the first drug that changed the course of the disease was thalidomide through multiple modes of action, e.g., antiangiogenesis induced by suppressed VEGF gene, accompanied with various immunomodulatory and anti-inflammatory effects [20,21]. Regarding interaction with TME, IMiDs are characterised, besides the anti-angiogenic effect, with pro-apoptotic activity, enhanced activity of T- and NK cells, as well as downregulation of TME’s cytokines, and inhibition of bone resorption [9]. One of the mechanisms of action of lenalidomide is inhibition of VEGF-induced phosphoinositide 3-kinase (PI3K)/Akt mTOR pathway and HIF-1alfa expression on endothelial cells [22].
Possible resistance for IMiDs in MM patients may be induced by decreased expression in the IKAROS zinc finger 1 (IKZF1) family of proteins, due to interactions between MM cells and bone marrow stromal cells (BMSCs) [23]. On the other hand, within combos of bortezomib-plus-IMiDs, the activity of IMiDs is enhanced due to the effects of bortezomib, as the release of CAM-DR and elevated expression of IKZF1 [7]. Due to the high expression of IKZF1, IMiDs affect dormant MM cells in TME, with proven efficacy of lenalidomide for immature MM cells, in comparison to the PIs affecting more mature MM cells [24]. One of the effects of lenalidomide and pomalidomide is the downregulation of regulatory T cells (Tregs). The function of regulatory T cells (Tregs) is suppressed by IMiDs, based on downregulation of the Foxp3 gene’s expression [25]. Interestingly, a similar effect on Tregs characterises treatment with low-dose cyclophosphamide. The addition of low-dose oral cyclophosphamide potentially may overcome refractoriness to lenalidomide [26].
Due to suppression of programmed death (PD)-1 antigen on T and NK cells by IMiDs in general, and PD-ligand-1 (PDL-1) in MM cells by lenalidomide, next-generation IMiDs such as lenalidomide and pomalidomide represent good partners of monoclonal antibodies (MoAbs) in MM treatment promoting antibody-dependent cellular cytotoxicity (ADCC) [27,28].
In comparison to PIs, IMiDs promote immune reconstitution. However, bortezomib and lenalidomide do not have the ability to suppress the activity of myeloid-derived suppressor cells (MDSCs) [7,25].
2.3. Monoclonal Antibodies (MoAbs)
Following the concept of directed immunochemotherapy, targeting specific antigens on the surface of malignant cells, extensive research in the MM field resulted in the introduction of monoclonal antibodies (MoAbs) [29].
Anti-cluster of differentiation 38 (anti-CD38) MoAbs are characterised with different therapeutic effects, e.g., ADCC, complement-dependent cytotoxicity (CDC), direct cytotoxicity, enhanced immune system, and different anti-TME effects such as inhibition of CAM-DR and induced bone remodelling [7,30].
First MoAb approved as monotherapy in MM patients who were heavily pre-treated with previous therapies containing PIs and IMiDs was daratumumab. Daratumumab binds CD38 surface antigen to malignant plasma cells [31]. Treatment with daratumumab induces downregulation of Tregs CD38+ cells and more pronounced immunosuppression in comparison to the Tregs CD38- [32]. The expression of CD38 is suppressed in the case of in vitro co-cultures with BMSCs, caused by the linkage of CD38 on MM cells with CD31 on BMSCs [33]. The therapeutic effect of daratumumab can be potentiated in combination with bortezomib due to inhibition of linkage CD38-CD31 by bortezomib, consequently leading to increased expression of CD38 target on MM cells. In contrast, due to the internalisation of CD38 in MM cells and consequent inhibition of adhesion to BMSCs by daratumumab, CAM-DR is released [34]. However, the activity of CAM-DR might be overcome by bortezomib inhibiting VLA-4.12 Interleukin 6 (IL6), as the main cytokine of MM growth, suppresses CD38 expression during the course of disease in relapsed/refractory MM patients, leading to the resistance to daratumumab [35].
The second MoAb in clinical practice is elotuzumab, which targets signalling lymphocytic activation molecule family member 7 (SLAMF7, CD319), a glycoprotein on the surface of MM cells [31]. The activity of both of MoAbs—daratumumab and elotuzumab—is independent of the stage of differentiation of MM cells. However, the condition of neoplastic hypoxia suppresses maturation of MM cells and expression of SLAMF7 and CD38, inducing the resistance to elotuzumab, daratumumab, or another anti-CD38 MoAb, isatuximab [7,36]. The combination of IMiDs and anti-PD-1 monoclonal antibody did not result in significant clinical benefit in MM patients, accompanied by reports of its notable toxicity [37,38].
Regarding the process of bone remodelling, the anti-RANKL MoAb denosumab acts by preventing skeletal events. Sustained suppression of osteoclastic bone resorption, based on inhibition of the interaction between receptor–activator of NF-κB ligand and its anchor receptor (RANKL-RANK) characterises the activity of denosumab [39].
2.4. Bisphosphonates
Amino-bisphosphonates are applied in MM patients as supportive therapy of bone disease due to inhibition of the osteoclasts and anti-angiogenic activities. Nitrogen-containing bisphosphonates bind to and inhibit the activity of farnesyl pyrophosphate synthase. The isoprenylation of proteins as Rab, Rac, and Rho, is inhibited, resulting in isolated osteoclast apoptosis before endocytosis within osteoclasts during the process of osteoclast-mediated bone mineral dissolution and matrix digestion [40]. Zoledronic acid, as a nitrogen-containing bisphosphonate, and anti-RANKL MoAb denosumab expressed comparable treatment results regarding skeletal events and progression-free survival of MM patients [41].
2.5. Autologous Stem Cell Transplantation (ASCT)
One of the major achievements in the treatment of multiple myeloma was the concept of high-dose therapy, followed by ASCT (HDT+ASCT), which is mainly caused by the ability to induce a better quality of response [7]. In the era of new drugs, HDT+ASCT retains its importance as the standard of care in fit MM patients usually <70 years [5,42]. Standard conditioning regimen is still Melphalan 200 mg/m2, non-specifically affecting MM cells, while autograft induces both the recovery of the myeloablative effect of HDT and improvement of microenvironment consisting of induced autograft’s MSCs differentiation to BMSCs, as well as different components of endosteal niche, e.g., osteoblasts, chondrocytes, or myocytes [43].
There is reported negative prognostic impact of the BM infiltration with M2 macrophages, secreting pro-tumoural immunosuppressive agents such as interleukin 10 (IL10), transforming growth factor β1 (TGF-β1), and Arginase-1, and pro-angiogenic factors such as VEGF and fibroblast growth factor 2 (FGF-2) on the treatment outcome and prognosis of patients treated with chemotherapy and ASCT [44].
Despite the introduction of highly effective new treatment modalities, HDT+ASCT remains the mainstay of first-line treatment in patients clinically eligible for such an approach, due to the ability to deepen the response and TME improvement, [45,46]. The benefit of ASCT has been re-evaluated by IFM 2009/DFCI phase 3 trial and EMN02 trial, confirming the superiority of treatment results, such as depth of response and progression-free survival, in the ASCT group, compared to the chemotherapy group, followed by similar overall survival for both groups [47,48].
3. Treatment Implications in the Current Clinical Practice
Traditionally, myeloma has been considered an uncurable disease. However, current advances in MM treatment based on the new modes of action of various treatment modalities resulted in the achievement of survival in 10–15% of MM patients, which is comparable to the average life expectancy of the general population [5,49].
A very complex individual MM patient’s prognostic profile, consisting of clinical condition presented by comorbidity and frailty indices; different prognostic scores such as International Staging System (ISS) and Revised ISS score (R-ISS) based on laboratory and prognostically significant chromosomal abnormalities (CA); specific CA of prognostic significance, e.g., abnormalities of chromosome 1, entities as double and triple hit myeloma; as well as delicate TME interplay, indicates treatment based on multi-drug combinations including PIs, IMiDs, MoAbs, with/without ASCT, in order to cover all the aspects of patient’s profile with synergistic therapeutic effect [50,51,52,53].
In an attempt to keep the balance between current recommendations and contemporary MM treatment, the question on the current clinical practice was raised. Concerning the modes of action and impact on TME, the activity of IMIDs and PIs is expressed on different levels of differentiation of MM cells [7]. The efficacy of PIs refers, regardless of CAs risk, predominantly on mature MM cells, inducing stress of endoplasmic reticulum, recovering hypoxia, bone remodelling, and improving ADCC [16,54,55]. In comparison to the PIs, IMiDs affect more immature MM cells, characterised with high expression of IKZF1 and absence of high-risk CAs, promote immune reconstitution by suppressing the activity of Tregs and expression of PD-1 and its ligand PDL-1, resulting in potentiated ADCC in combination with MoAbs [16,23,24,25,26,27,28]. The activity of anti CD38 and SLAMF-7 MoAbs is expressed in accordance with the extent of expression of CD38 and CD319 (SLAMF-7) antigens on MM cells, independently of the stage of differentiation [32,33,34]. However, during the progression of the disease, increased IL-6 suppresses CD38 expression, consequently leading to the possible lack of efficacy of anti-CD38 MoAbs, implicating preferable application in the early phase of the disease [35]. Based on these various, still complementing and synergistic pharmacological effects, different combinations of PIs with IMiDs and steroids, represent the backbone of myeloma treatment with the addition of new drugs. The concept of immunochemotherapy, with the application of antCD38 MoAbs, currently represents the mainstream of the relapse- and first-line MM treatment [56].
In the front-line therapy settings, bortezomib-based combinations predominate [5,50]. Triplet bortezomib-based combinations, optimally including IMiDs of the first or second generation, or quadruplets with anti-CD38 MoAb, daratumumab, became the new standard of care in newly diagnosed ASCT eligible patients. Preferable first-line treatment for ASCT ineligible patients would also be daratumumab-based combos [5].
In addition to the current recommendations of maintenance therapy with lenalidomide following HDT+ASCT, there is the established concept of the long-term, continuous treatment until the progression of the disease in transplant-ineligible patients has ceased [56,57].
At relapse, in the view of clonal evolution during the course of the disease, as well as the evolving character of TME, with the goal of individual personalised treatment approach, control re-staging may be considered, particularly in patients initially characterised with standard risk features [58]. The treatment of choice in relapse, based on the duration of remission, the type of previous treatment and its toxicity, and eligibility for salvage HDT+ASCT, also incorporates control comorbidity and prognostic scores, including evolving CAs and TME [59,60,61].
4. Perspectives—Immune Oncology Treatment Options
The importance of immunotherapeutic approaches in MM was rediscovered with the introduction of IMiDs, followed by powerful modalities, such as targeted MoAbs, chimeric antigen receptor T (CAR-T) cells, antibody–drug conjugates (ADC), or bispecific T-cell engagers (BiTEs). Similar to the observed development of resistance on chemotherapy, there are three major mechanisms of TME mediated immune evasion, resulting in the escape of MM cells from immunotherapy: immune suppression, exhaustion, and resistance [62]. Immunosuppression of T- and NK cells is based on activities of Tregs, as well as regulatory B cells (Bregs), MDSCs, macrophages, dysfunctional dendritic cells, MSCs, and osteoclasts. The TME-mediated immune exhaustion is caused by pronounced expression of immune checkpoints on T- and NK cells and their ligands on MM cells, such as PD1/PDL-1, or T cell immunoglobulin and tyrosine-based inhibitory motif (TIGIT) domains. During the course of the disease, immune resistance can be developed against cytotoxic mechanisms of immune effector cells, soluble factors, or direct contact between MSCs and MM cells [63,64,65].
Adaptive cell therapy with CAR-Ts has been developed to induce autologous T-cell-mediated MM cytotoxicity by direct binding to the antigen on MM cells, followed by activation of T cells, consequently overcoming immunosuppressive TME mechanisms [66,67]. Currently, the most promising results are obtained with CAR-Ts targeting B-cell maturation antigen (BCMA) on MM cells [68].
In addition, BCMA is also an optimal target for antibody–drug conjugates (ADC) consisting of monoclonal antibodies and cytotoxic drugs, resulting in the internalisation of cytotoxic components and death of MM cells [69,70].
BiTEs represent engineered molecules, targeting simultaneously a cell-surface molecule on T cells (CD3) and antigen on MM cells, consequently inducing T cell response and killing of MM cells. Similar to CAR-T cells and ADCs, BCMA currently represents the most promising target. In comparison to the CAR-Ts, BiTEs are characterised by relatively simple production, allowing immediate treatment [70,71,72,73].
The variety of these immunotherapeutic modalities characterises the ability to overcome TME immunosuppression. Further clinical investigations of efficacy and safety are needed in order to identify the most effective and best tolerated targeted immunotherapy [74].
5. Conclusions
The bone marrow microenvironment is of high importance for the treatment outcome and course of the disease in MM patients. The delicate TME interplay consisting of molecular links between MM cells and bone marrow niche represents, at the same time, possible therapeutic targets. Current treatment options such as PIs, IMiDs, MoAbs, ASCT, or bisphosphonate’s support possess the ability to interact with TME and inducing restoration of bone marrow homeostasis. Future perspectives indicate optimisation of various types of immunotherapy (CAR-Ts, ADCs, BiTEs). The optimal treatment approach should be adjusted to all aspects of an individual patient’s profile including molecular genetics’ abnormalities and TME niche.
Funding
This research received no external funding.
Conflicts of Interest
J.B. declares honoraria from Janssen, Takeda, Amgen; E.K. declares honoraria from Amgen, Abbvie, Janssen, Takeda, Genesis Pharma and Integris Pharma; research support from Amgen, Janssen, Takeda, Genesis Pharma, Karyopharm, G.S.K. and Abbvie; M.G. declares honoraria from Novartis, Abbvie, Genesis Pharma, Genzyme–Sanofi, bayer, Roche, Amgen, Gilead; research support from Novartis, Genzyme-Sanofi; S.B.K. declares honoraria from Celgene, Janssen, Takeda, Amgen; D.C. declares honoraria from Amgen, Takeda, Janssen, Novartis; S.Z. declares honoraria from Celgene, Amgen, Takeda, Janssen; M.B. declares honoraria from Celgene, Amgen, Takeda, Bristol Myers Squibb, Janssen; research support from Celgene, Amgen, Takeda, Bristol Myers Squibb, Janssen; E.T. reported honoraria from Bristol Myers Squibb, Janssen, Celgene, Takeda, Genesis Pharma, Amgen, Sanofi and Novartis; research funding from Janssen, Amgen, Takeda, Sanofi and Genesis Pharma; M.A.D. reported consultancy and honoraria from Janssen, Celgene, Takeda, Amgen and Bristol Myers Squibb; the authors M.D.; L.I.B.; A.I.; O.K. declare no conflict of interest.
Footnotes
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References
- 1.San-Miguel J.F., Mateos M.V. Can multiple myeloma become a curable disease? Hematologica. 2011;96:1246–1248. doi: 10.3324/haematol.2011.051169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Rajkumar S.V., Kumar S.K. Multiple myeloma: Diagnosis and treatment. Mayo Clin. Proc. 2016;91:101–119. doi: 10.1016/j.mayocp.2015.11.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Kumar S.K., Rajkumar V., Kyle R.A., van Duin M., Sonneveld P., Mateos M., Gay F., Anderson K.C. Multiple myeloma. Nat. Rev. Dis. Primers. 2017;17046:1–20. doi: 10.1038/nrdp.2017.46. [DOI] [PubMed] [Google Scholar]
- 4.International Agency for Research on Cancer GLOBOCAN 2020: Estimated Cancer Incidence, Mortality and Prevalence by Cancer Site Worlwide in 2020. [(accessed on 30 August 2021)]; Available online: http://www.gco.iacr.fr/
- 5.Dimopoulos M.A., Moreau P., Terpos E., Mateos M.V., Zweegman S., Cook G., Delforge M., Hájek R., Schjesvold F., Cavo M., et al. Multiple myeloma: EHA-ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann. Oncol. 2020;32:309–322. doi: 10.1016/j.annonc.2020.11.014. [DOI] [PubMed] [Google Scholar]
- 6.Podar K., Chauhan D., Anderson K.C. Bone marrow microenvironment and the identification of new targets for myeloma therapy. Leukemia. 2008;23:10–24. doi: 10.1038/leu.2008.259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Suzuki K., Nishiwaki K., Yano S. Treatment Strategies Considering Micro-Environment and Clonal Evolution in Multiple Myeloma. Cancers. 2021;13:215. doi: 10.3390/cancers13020215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Adams J. The proteasome: A suitable antineoplastic target. Nat. Rev. Cancer. 2004;4:349–360. doi: 10.1038/nrc1361. [DOI] [PubMed] [Google Scholar]
- 9.Goubran H., Stakiw J., Bosch M. A closer look at the bone marrow microenvironment in multiple myeloma. Tumor Microenviron. 2018;1:1. doi: 10.4103/2395-7182.203049. [DOI] [Google Scholar]
- 10.Kikuchi J., Koyama D., Mukai H.Y., Furukawa Y. Suitable drug combination with bortezomib for multiple myeloma under stroma-free conditions and in contact with fibronectin or bone marrow stromal cells. Int. J. Hematol. 2014;99:726–736. doi: 10.1007/s12185-014-1573-3. [DOI] [PubMed] [Google Scholar]
- 11.Roccaro A.M., Hideshima T., Raje N., Kumar S., Ishitsuka K., Yasui H., Shiraishi N., Ribatti D., Nico B., Vacca A., et al. Bortezomib mediates antiangiogenesis in multiple myeloma via direct and indirect effects on endothelial cells. Cancer Res. 2006;66:184–191. doi: 10.1158/0008-5472.CAN-05-1195. [DOI] [PubMed] [Google Scholar]
- 12.Noborio-Hatano K., Kikuchi J., Takatoku M., Shimizu R., Wada T., Ueda M., Nobuyoshi M., Oh I., Sato K., Suzuki T., et al. Bortezomib overcomes cell adhesion-mediated drug resistance through downregulation of VLA-4 expression in multiple myeloma. Oncogene. 2008;28:231–242. doi: 10.1038/onc.2008.385. [DOI] [PubMed] [Google Scholar]
- 13.Qiang Y.W., Hu B., Chen Y., Zhong Y., Barlogie B., Shaughnessy J.D., Jr. Bortezomib induces osteoblast differentiation via Wnt-independent activation of beta-catenin/TCF signaling. Blood. 2009;113:4319–4330. doi: 10.1182/blood-2008-08-174300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Stessman H.A.F., Mansoor A., Zhan F., Janz S., Linden M.A., Baughn L.B., Van Ness B. Reduced CXCR4 expression is associated with extramedullary disease in a mouse model of myeloma and predicts poor survival in multiple myeloma patients treated with bortezomib. Leukemia. 2013;27:2075–2077. doi: 10.1038/leu.2013.148. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Beyar-Katz O., Magidey K., Ben-Tsedek N., Alishekevitz D., Timaner M., Miller V., Lindzen M., Yarden Y., Avivi I., Shaked Y. Bortezomib-induced pro-inflammatory macrophages as a potential factor limiting anti-tumour efficacy. J. Pathol. 2016;239:262–273. doi: 10.1002/path.4723. [DOI] [PubMed] [Google Scholar]
- 16.Kawano Y., Kikukawa Y., Fujiwara S., Wada N., Okuno Y., Mitsuya H., Hata H. Hypoxia reduces CD138 expression and induces an immature and stem cell-like transcriptional program in myeloma cells. Int. J. Oncol. 2013;43:1809–1816. doi: 10.3892/ijo.2013.2134. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kuhn D.J., Chen Q., Voorhees P.M., Strader J.S., Shenk K.D., Sun C.M., Demo S.D., Bennett M.K., van Leeuwen F., Chanan-Khan A.A., et al. Potent activity of carfilzomib, a novel, irreversible inhibitor of the ubiquitin-proteasome pathway, against preclinical models of multiple myeloma. Blood. 2007;110:3281–3290. doi: 10.1182/blood-2007-01-065888. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Landgren O., Sonneveld P., Jakubowiak A., Mohty M., Iskander K.S., Mezzi K., Siegel D.S. Carfilzomib with immunomodulatory drugs for the treatment of newly diagnosed multiple myeloma. Leukemia. 2019;33:2127–2143. doi: 10.1038/s41375-019-0517-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Accardi F., Toscani D., Bolzoni M., Palma A.B.D., Aversa F., Giuliani N. Mechanism of Action of Bortezomib and the New Proteasome Inhibitors on Myeloma Cells and the Bone Microenvironment: Impact on Myeloma-Induced Alterations of Bone Remodeling. BioMed Res. Int. 2015;2015:1–13. doi: 10.1155/2015/172458. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Bringhen S., De Wit E., Dimopoulos M.A. New agents in multiple myeloma: An examination of safety profile. Clin. Lymphoma Myeloma Leuk. 2017;17:391–407. doi: 10.1016/j.clml.2017.05.003. [DOI] [PubMed] [Google Scholar]
- 21.Bila J., Sretenovic A., Jelicic J., Tosic N., Glumac I., Fekete M.D., Antic D., Balint M.T., Markovic O., Milojevic Z., et al. Prognostic Significance of Cereblon Expression in Patients With Multiple Myeloma. Clin. Lymphoma Myeloma Leuk. 2016;16:610–615. doi: 10.1016/j.clml.2016.08.007. [DOI] [PubMed] [Google Scholar]
- 22.Lu L., Payvandi F., Wu L., Zhang L.-H., Hariri R.J., Man H.-W., Chen R.S., Muller G.W., Hughes C.C., Stirling D.I., et al. The anti-cancer drug lenalidomide inhibits angiogenesis and metastasis via multiple inhibitory effects on endothelial cell function in normoxic and hypoxic conditions. Microvasc. Res. 2009;77:78–86. doi: 10.1016/j.mvr.2008.08.003. [DOI] [PubMed] [Google Scholar]
- 23.Zhu Y., Braggio E., Shi C., Kortuem K., Bruins L.A., Schmidt J.E., Chang X., Langlais P., Luo M., Jedlowski P., et al. Identification of cereblon-binding proteins and relationship with response and survival after IMiDs in multiple myeloma. Blood. 2014;124:536–545. doi: 10.1182/blood-2014-02-557819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Pourabdollah M., Bahmanyar M., Atenafu E.G., Reece D., Hou J., Chang H. High IKZF1/3 protein expression is a favorable prognostic factor for survival of relapsed/refractory multiple myeloma patients treated with lenalidomide. J. Hematol. Oncol. 2016;9:123. doi: 10.1186/s13045-016-0354-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Kawano Y., Moschetta M., Manier S., Glavey S., Görgün G.T., Roccaro A., Anderson K.C., Ghobrial I.M. Targeting the bone marrow microenvironment in multiple myeloma. Immunol. Rev. 2015;263:160–172. doi: 10.1111/imr.12233. [DOI] [PubMed] [Google Scholar]
- 26.Ghiringhelli F., Menard C., Puig P.E., Ladoire S., Roux S., Martin F., Solary E., Le Cesne A., Zitvogel L., Chauffert B. Metronomic cyclophosphamide regimen selectively deplates CD4+CD25+ regulatory T cells and restores T and NK effector functions in end stage cancer patients. Cancer Immunol. Immunother. 2007;56:641–648. doi: 10.1007/s00262-006-0225-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Giuliani M., Janji B., Berchem G. Activation of NK cells and disruption of PD-L1/PD-1 axis: Two different ways for lenalidomide to block myeloma progression. Oncotarget. 2017;8:24031–24044. doi: 10.18632/oncotarget.15234. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Benson D.M., Jr., Bakan C.E., Mishra A., Hofmeister C.C., Efebera Y., Becknell B., Baiocchi R.A., Zhang J., Yu J., Smith M.K., et al. The PD-1/PD-L1 axis modulates the natural killer cell versus multiple myeloma effect: A therapeutic target for CT-011, a novel monoclonal anti-PD-1 antibody. Blood. 2010;116:2286–2294. doi: 10.1182/blood-2010-02-271874. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Terpos E., International Myeloma Society Multiple myeloma: Clinical updates from the American Society of Hematology annual meeting 2016. Clin. Lymphoma Myeloma Leuk. 2017;17:329–339. doi: 10.1016/j.clml.2017.02.010. [DOI] [PubMed] [Google Scholar]
- 30.Seckinger A., Hillengass J., Emde M., Beck S., Kimmich C., Dittrich T., Hundemer M., Jauch A., Hegenbart U., Raab M.-S., et al. CD38 as Immunotherapeutic Target in Light Chain Amyloidosis and Multiple Myeloma—Association With Molecular Entities, Risk, Survival, and Mechanisms of Upfront Resistance. Front. Immunol. 2018;9:1676. doi: 10.3389/fimmu.2018.01676. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Zagouri F., Terpos E., Kastritis E., Dimopoulos M. Emerging antibodies for the treatment of multiple myeloma. Expert Opin. Emerg. Drugs. 2016;21:225–237. doi: 10.1080/14728214.2016.1186644. [DOI] [PubMed] [Google Scholar]
- 32.Krejcik J., Casneuf T., Nijhof I.S., Verbist B., Bald J., Plesner T., Syed K., Liu K., Van De Donk N.W.C.J., Weiss B.M., et al. Daratumumab depletes CD38+ immune regulatory cells, promotes T-cell expansion, and skews T-cell repertoire in multiple myeloma. Blood. 2016;128:384–394. doi: 10.1182/blood-2015-12-687749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Horenstein A.L., Quarona V., Toscani D., Costa F., Chillemi A., Pistoia V., Giuliani N., Malavasi F. Adenosine Generated in the Bone Marrow Niche Through a CD38-Mediated Pathway Correlates with Progression of Human Myeloma. Mol. Med. 2016;22:694–704. doi: 10.2119/molmed.2016.00198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Ghose J., Viola D., Terrazas C., Caserta E., Troadec E., Khalife J., Gunes E.G., Sanchez J., McDonald T., Marcucci G., et al. Daratumumab induces CD38 internalization and impairs myeloma cell adhesion. OncoImmunology. 2018;7:e1486948. doi: 10.1080/2162402X.2018.1486948. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Jasrotia S., Gupta R., Sharma A., Halder A., Kumar L. Cytokine profile in multiple myeloma. Cytokine. 2020;136:155271. doi: 10.1016/j.cyto.2020.155271. [DOI] [PubMed] [Google Scholar]
- 36.Chaidos A., Barnes C., Cowan G., May P., Melo V., Hatjiharissi E., Papaioannou M., Harrington H., Doolittle H., Terpos E., et al. Clinical drug resistance linked to interconvertible phenotypic and functional states of tumor-propagating cells in multiple myeloma. Blood. 2013;121:318–328. doi: 10.1182/blood-2012-06-436220. [DOI] [PubMed] [Google Scholar]
- 37.Usmani S.Z., Schjesvold F., Oriol A., Karlin L., Cavo M., Rifkin R.M., Yimer H.A., LeBlanc R., Takezako N., McCroskey R.D., et al. Pembrolizumab plus lenalidomide and dexamethasone for patients with treatment-naive multiple myeloma (KEYNOTE-185): A randomised, open-label, phase 3 trial. Lancet Haematol. 2019;6:e448–e458. doi: 10.1016/S2352-3026(19)30109-7. [DOI] [PubMed] [Google Scholar]
- 38.Mateos M.V., Blacklock H., Schjesvold F., Oriol A., Simpson D., George A., Goldschmidt H., Larocca A., Chanan-Khan A., Sherbenou D., et al. Pembrolizumab plus pomalidomide and dexamethasone for patients with relapsed or refractory multiple myeloma (KEYNOTE-183): A randomised, open-label, phase 3 trial. Lancet Haematol. 2019;6:e459–e469. doi: 10.1016/S2352-3026(19)30110-3. [DOI] [PubMed] [Google Scholar]
- 39.Gavriatopoulou M., Dimopoulos M.A., Kastritis E., Terpos E. Emerging treatment approaches for myeloma-related bone disease. Expert Rev. Hematol. 2017;10:217–228. doi: 10.1080/17474086.2017.1283213. [DOI] [PubMed] [Google Scholar]
- 40.Terpos E., Ntanasis-Stathopoulos I., Dimopoulos M.A. Myeloma bone disease: From biology findings to treatment approaches. Blood. 2019;133:1534–1539. doi: 10.1182/blood-2018-11-852459. [DOI] [PubMed] [Google Scholar]
- 41.Terpos E., Raje N., Croucher P., Garcia-Sanz R., Leleu X., Pasteiner W., Wang Y., Glennane A., Canon J., Pawlyn C. Denosumab compared with zoledronic acid on PFS in multiple myeloma: Exploratory results of an international phase 3 study. Blood Adv. 2021;5:725–736. doi: 10.1182/bloodadvances.2020002378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Cavo M., Rajkumar S.V., Palumbo A., Moreau P., Orlowski R., Bladé J., Sezer O., Ludwig H., Dimopoulos M., Attal M., et al. International Myeloma Working Group consensus approach to the treatment of multiple myeloma patients who are candidates for autologous stem cell transplantation. Blood. 2011;117:6063–6073. doi: 10.1182/blood-2011-02-297325. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Calandra G., Mccarty J., McGuirk J.P., Tricot G., Crocker S.-A., Badel K., Grove B., Dye A., Bridger G.J. AMD3100 plus G-CSF can successfully mobilize CD34+ cells from non-Hodgkin’s lymphoma, Hodgkin’s disease and multiple myeloma patients previously failing mobilization with chemotherapy and/or cytokine treatment: Compassionate use data. Bone Marrow Transplant. 2007;41:331–338. doi: 10.1038/sj.bmt.1705908. [DOI] [PubMed] [Google Scholar]
- 44.Wang H., Hu W.M., Xia Z.J., Liang Y., Lu Y., Lin S.X., Tang H. High numbers of CD163+ tumor-associated macrophages correlate with poor prognosis in multiple myeloma patients receiving bortezomib-based regimens. J. Cancer. 2019;10:3239–3245. doi: 10.7150/jca.30102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Attal M., Lauwers-Cances V., Hulin C., Leleu X., Caillot D., Escoffre M., Arnulf B., Macro M., Belhadj K., Garderet L., et al. Lenalidomide, Bortezomib, and Dexamethasone with Transplantation for Myeloma. N. Engl. J. Med. 2017;376:1311–1320. doi: 10.1056/NEJMoa1611750. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Cavo M., Gay F., Beksac M., Pantani L., Petrucci M.T., Dimopoulos M.A., Dozza L., van der Holt B., Zweegman S., Oliva S., et al. Autologous haematopoietic stem-cell transplantation versus bortezomib-melphalan-prednisone, with or without bortezomib-lenalidomide-dexamethasone consolidation therapy, and lenalidomide maintenance for newly diagnosed multiple myeloma (EMN02/HO95): A multicentre, randomised, open-label, phase 3 study. Lancet Haematol. 2020;7:e456–e468. doi: 10.1016/s2352-3026(20)30099-5. [DOI] [PubMed] [Google Scholar]
- 47.Joseph N.S., Kaufman J.L., Dhodapkar M.V., Hofmeister C.C., Almaula D.K., Heffner L.T., Gupta V.A., Boise L.H., Lonial S., Nooka A.K. Long-term follow-up results of lenalidomide, bortezomib, and dexamethasone induction therapy and risk-adapted maintenance approach in newly diagnosed multiple myeloma. J. Clin. Oncol. 2020;38:1928–1937. doi: 10.1200/JCO.19.02515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Ntanasis-Stathopoulos I., Gavriatopoulou M., Kastritis E., Terpos E., Dimopoulos M.A. Multiple myeloma: Role of autologous transplantation. Cancer Treat. Rev. 2020;82:101929. doi: 10.1016/j.ctrv.2019.101929. [DOI] [PubMed] [Google Scholar]
- 49.Usmani S.Z., Hoering A., Cavo M., San Miguel J., Goldschimdt H., Hajek R., Turesson I., Lahuerta J.J., Attal M., Barlogie B., et al. Clinical predictors of long-term survival in newly diagnosed transplant eligible multiple myeloma—An IMWG Research Project. Blood Cancer J. 2018;8:123. doi: 10.1038/s41408-018-0155-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Moreau P., Miguel J.S., Sonneveld P., Mateos M.V., Zamagni E., Avet-Loiseau H., Hajek R., Dimopoulos M., Ludwig H., Einsele H., et al. Multiple myeloma: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann. Oncol. 2017;28:iv52–iv61. doi: 10.1093/annonc/mdx096. [DOI] [PubMed] [Google Scholar]
- 51.Sonneveld P., Avet-Loiseau H., Lonial S., Usmani S., Siegel D., Anderson K.C., Chng W.-J., Moreau P., Attal M., Kyle R., et al. Treatment of multiple myeloma with high-risk cytogenetics: A consensus of the International Myeloma Working Group. Blood. 2016;127:2955–2962. doi: 10.1182/blood-2016-01-631200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Goldschmidt H., Ashcroft J., Szabo Z., Garderet L. Navigating the treatment landscape in multiple myeloma: Which combinations to use and when? Ann. Hematol. 2019;98:1–18. doi: 10.1007/s00277-018-3546-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Bila J., Jelicic J., Djurasinovic V., Vukovic V., Sretenovic A., Andjelic B., Antic D., Todorovic M., Mihaljevic B. Prognostic Effect of Comorbidity Indices in Elderly Patients with Multiple Myeloma. Clin. Lymphoma Myeloma Leuk. 2015;15:416–419. doi: 10.1016/j.clml.2015.03.004. [DOI] [PubMed] [Google Scholar]
- 54.Ling S.C., Lau E.K., Al-Shabeeb A., Nikolic A., Catalano A., Iland H., Horvath N., Ho P.J., Harrison S., Fleming S. Response of myeloma to the proteasome inhibitor bortezomib is correlated with the unfolded protein response regulator XBP-1. Haematologica. 2012;97:64–72. doi: 10.3324/haematol.2011.043331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Shi J., Tricot G.J., Garg T.K., Malaviarachchi P.A., Szmania S.M., Kellum R.E., Storrie B., Mulder A., Shaughnessy J.J.D., Barlogie B., et al. Bortezomib down-regulates the cell-surface expression of HLA class I and enhances natural killer cell–mediated lysis of myeloma. Blood. 2008;111:1309–1317. doi: 10.1182/blood-2007-03-078535. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Van de Donk N., Pawlyn C., Yong K.L. Multiple myeloma. Lancet. 2021;397:410–427. doi: 10.1016/S0140-6736(21)00135-5. [DOI] [PubMed] [Google Scholar]
- 57.Palumbo A., Hajek R., Delforge M., Kropff M., Petrucci M.T., Catalano J., Gisslinger H., Wiktor-Jędrzejczak W., Zodelava M., Weisel K., et al. Continous lenalidomide treatment for newly diagnosed multiple myeloma. N. Engl. J. Med. 2012;366:1759–1769. doi: 10.1056/NEJMoa1112704. [DOI] [PubMed] [Google Scholar]
- 58.Katodritou E., Vadikolia C., Lalagianni C., Kotsopoulou M., Papageorgiou G., Kyrtsonis M.-C., Matsouka P., Giannakoulas N., Kyriakou D., Karras G., et al. “Real-world” data on the efficacy and safety of lenalidomide and dexamethasone in patients with relapsed/refractory multiple myeloma who were treated according to the standard clinical practice: A study of the Greek Myeloma Study Group. Ann. Hematol. 2014;93:129–139. doi: 10.1007/s00277-013-1841-y. [DOI] [PubMed] [Google Scholar]
- 59.Dingli D., Ailawadhi S., Bergsagel P.L. Therapy for Relapsed Multiple Myeloma: Guidelines from the Mayo Stratification for Myeloma and Risk-Adapted Therapy. Mayo Clin. Proc. 2017;92:578–598. doi: 10.1016/j.mayocp.2017.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Laubach J., Garderet L., Mahindra A., Gahrton G., Caers J., Sezer O., Voorhees P., Leleu X., Johnsen H.E., Streetly M., et al. Management of relapsed multiple myeloma: Recommendations of the International Myeloma Working Group. Leukemia. 2016;30:1005–1017. doi: 10.1038/leu.2015.356. [DOI] [PubMed] [Google Scholar]
- 61.Sonneveld P., Broijl A. Treatment of relapsed and refractory multiple myeloma. Haematologica. 2016;101:396–406. doi: 10.3324/haematol.2015.129189. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Franssen L.E., Mutis T., Lokhorst H.M., van de Donk N. Immunotherapy in myeloma: How far have we come? Ther. Adv. Hematol. 2019;10:2040620718822660. doi: 10.1177/2040620718822660. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Holthof L.C., Mutis T. Challenges for Immunotherapy in Multiple Myeloma: Bone Marrow Microenvironment-Mediated Immune Suppression and Immune Resistance. Cancers. 2020;12:988. doi: 10.3390/cancers12040988. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Görgün G.T., Whitehill G., Anderson J.L., Hideshima T., Maguire C., Laubach J., Raje N., Munshi N.C., Richardson P.G., Anderson K.C., et al. Tumor-promoting immune-suppressive myeloid-derived suppressor cells in the multiple myeloma microenvironment in humans. Blood. 2013;121:2975–2987. doi: 10.1182/blood-2012-08-448548. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Ramachandran I.R., Martner A., Pisklakova A., Condamine T., Chase T., Vogl T., Roth J., Gabrilovich D., Nefedova Y. Myeloid-derived suppressor cells regulate growth of multiple myeloma by inhibiting T cells in bone marrow. J. Immunol. 2013;190:3815–3823. doi: 10.4049/jimmunol.1203373. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Mikkilineni L., Kochenderfer J.N. Chimeric antigen receptor T-cell therapies for multiple myeloma. Blood. 2017;130:2594–2602. doi: 10.1182/blood-2017-06-793869. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Timmers M., Roex G., Wang Y., Campillo-Davo D., Van Tendeloo V.F.I., Chu Y., Berneman Z., Luo F., Van Acker H.H., Anguille S. Chimeric Antigen Receptor-Modified T Cell Therapy in Multiple Myeloma: Beyond B Cell Maturation Antigen. Front. Immunol. 2019;10:1613. doi: 10.3389/fimmu.2019.01613. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Cohen A.D., Garfall A.L., Stadtmauer E.A., Melenhorst J.J., Lacey S.F., Lancaster E., Vogl D.T., Weiss B.M., Dengel K., Nelson A., et al. B cell maturation antigen-specific CAR T cells are clinically active in multiple myeloma. J. Clin. Invest. 2019;129:2210–2221. doi: 10.1172/JCI126397. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Tolcher A.W. Antibody drug conjugates: Lessons from 20 years of clinical experience. Ann. Oncol. 2016;27:2168–2172. doi: 10.1093/annonc/mdw424. [DOI] [PubMed] [Google Scholar]
- 70.Trudel S., Lendvai N., Popat R., Voorhees P.M., Reeves B., Libby E.N., Richardson P.G., Anderson L., Sutherland H.J., Yong K., et al. Targeting B-cell maturation antigen with GSK2857916 antibody–drug conjugate in relapsed or refractory multiple myeloma (BMA117159): A dose escalation and expansion phase 1 trial. Lancet Oncol. 2018;19:1641–1653. doi: 10.1016/S1470-2045(18)30576-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Klinger M., Benjamin J., Kischel R., Stienen S., Zugmaier G. Harnessing T cells to fight cancer with BiTE® antibody constructs—Past developments and future directions. Immunol. Rev. 2016;270:193–208. doi: 10.1111/imr.12393. [DOI] [PubMed] [Google Scholar]
- 72.Hipp S., Tai Y.-T., Blanset D., Deegen P., Wahl J., Thomas O., Rattel B., Adam P.J., Anderson K.C., Friedrich M. A novel BCMA/CD3 bispecific T-cell engager for the treatment of multiple myeloma induces selective lysis in vitro and in vivo. Leukemia. 2016;31:1743–1751. doi: 10.1038/leu.2016.388. [DOI] [PubMed] [Google Scholar]
- 73.Topp M.S., Duell J., Zugmaier G., Attal M., Moreau P., Langer C., Krönke J., Facon T., Salnikov A.V., Lesley R., et al. Anti-B-Cell Maturation Antigen BiTE Molecule AMG 420 Induces Responses in Multiple Myeloma. J. Clin. Oncol. 2020;38:775–783. doi: 10.1200/JCO.19.02657. [DOI] [PubMed] [Google Scholar]
- 74.Uckun F.M. Overcoming the immunosuppressive tumor microenvironment in multiple myeloma. Cancers. 2021;13:2018. doi: 10.3390/cancers13092018. [DOI] [PMC free article] [PubMed] [Google Scholar]