Abstract
Myeloid-derived suppressor cells (MDSCs) are heterogeneous, immature, myeloid progenitor cells, which suppress immune responses against tumors. CD14+HLA-DR−/low monocytic MDSCs (M-MDSC) are increased in patients suffering from multiple myeloma (MM). However, the frequency and function of M-MDSCs with the relationship between the tumor development and outcome of therapy in MM remain unclear. In this study, we analyzed the changes in M-MDSCs in newly diagnosed, relapsed and remission MM patients. In addition, we also assessed the response of M-MDSCs in MM patients treated with a bortezomib-based therapy as well as the impact of bortezomib on the modulation of M-MDSCs in vitro. The levels of M-MDSCs in newly diagnosed and relapsed MM patients were significantly increased compared with those in remission MM patients and healthy donors. Moreover, the levels of M-MDSCs were shown to correlate with tumor progression. The decrease in M-MDSCs after proteasome inhibitory therapy suggested that M-MDSCs could be considered as an indicator for the efficacy of therapy. Finally, we found the plasma from newly diagnosed MM patients, and MM cells were able to induce the accumulation of M-MDSCs in vitro. These results indicated that M-MDSCs could be considered as a prognostic predictor and an important cell type contributing to immune suppressive microenvironment in MM patients. Treatments targeting for M-MDSCs may improve therapeutic outcomes for MM patients.
Similar content being viewed by others
Abbreviations
- Arg-1:
-
Arginase I
- BM:
-
Bone marrow
- BMMCs:
-
Bone marrow mononuclear cells
- CD:
-
Cluster of differentiation
- CFSE:
-
Carboxy fluorescein succinimidyl ester
- CR:
-
Complete remission
- ELISA:
-
Enzyme-linked immunosorbent assay
- FACS:
-
Fluorescence-activated cell sorter
- FBS:
-
Fetal bovine serum
- G-CSF:
-
Granulocyte colony stimulating factor
- HD:
-
Healthy donor
- IC50:
-
50 % inhibiting concentration
- Ig:
-
Immunoglobulin
- iNOS:
-
Inducible nitric oxide synthase
- ISS:
-
International staging system
- MDSCs:
-
Myeloid-derived suppressor cells
- MM:
-
Multiple myeloma
- ND:
-
Newly diagnosed
- PB:
-
Peripheral blood
- PBMCs:
-
Peripheral blood mononuclear cells
- Pre-cul:
-
Pre-culture
- Rel:
-
Relapsed
- Rem:
-
Remission
- ROS:
-
Reactive species oxygen
- TGF-β:
-
Transforming growth factor-β
- Tregs:
-
Regulatory T cells
- VGPR:
-
Very good partial remission
References
Galustian C, Meyer B, Labarthe MC et al (2009) The anti-cancer agents lenalidomide and pomalidomide inhibit the proliferation and function of T regulatory cells. Cancer Immunol Immunother 58:1033–1045. doi:10.1007/s00262-008-0620-4
Scheid C, Sonneveld P, Schmidt-Wolf IG et al (2014) Bortezomib before and after autologous stem cell transplantation overcomes the negative prognostic impact of renal impairment in newly diagnosed multiple myeloma: a subgroup analysis from the HOVON-65/GMMG-HD4 trial. Haematologica 99:148–154. doi:10.3324/haematol.2013.087585
Niesvizky R (2013) Immunomodulatory agents changing the landscape of multiple myeloma treatment. Crit Rev Oncol Hematol 88(Suppl 1):S1–S4. doi:10.1016/j.critrevonc.2012.12.011
Pratt G, Goodyear O, Moss P (2007) Immunodeficiency and immunotherapy in multiple myeloma. Br J Haematol 138:563–579. doi:10.1111/j.1365-2141.2007.06705.x
Nagaraj S, Schrum AG, Cho HI, Celis E, Gabrilovich DI (2010) Mechanism of T cell tolerance induced by myeloid-derived suppressor cells. J Immunol 184:3106–3116. doi:10.4049/jimmunol.0902661
Nagaraj S, Gabrilovich DI (2008) Tumor escape mechanism governed by myeloid-derived suppressor cells. Cancer Res 68:2561–2563. doi:10.1158/0008-5472.CAN-07-6229
Srivastava MK, Zhu L, Harris-White M et al (2012) Myeloid suppressor cell depletion augments antitumor activity in lung cancer. PLoS One 7:e40677. doi:10.1371/journal.pone.0040677
Gabrilovich DI, Nagaraj S (2009) Myeloid-derived suppressor cells as regulators of the immune system. Nat Rev Immunol 9:162–174. doi:10.1038/nri2506
Ostrand-Rosenberg S, Sinha P, Chornoguz O, Ecker C (2012) Regulating the suppressors: apoptosis and inflammation govern the survival of tumor-induced myeloid-derived suppressor cells (MDSC). Cancer Immunol Immunother 61:1319–1325. doi:10.1007/s00262-012-1269-6
Kusmartsev S, Gabrilovich DI (2002) Immature myeloid cells and cancer-associated immune suppression. Cancer Immunol Immunother 51:293–298. doi:10.1007/s00262-002-0280-8
Manjili MH (2012) Phenotypic plasticity of MDSC in cancers. Immunol Investig 41:711–721. doi:10.3109/08820139.2012.673670
Greten TF, Manns MP, Korangy F (2011) Myeloid derived suppressor cells in human diseases. Int Immunopharmacol 11:802–807. doi:10.1016/j.intimp.2011.01.003
Zhao F, Hoechst B, Duffy A, Gamrekelashvili J, Fioravanti S, Manns MP, Greten TF, Korangy F (2012) S100A9 a new marker for monocytic human myeloid-derived suppressor cells. Immunology 136:176–183. doi:10.1111/j.1365-2567.2012.03566.x
Liu CY, Wang YM, Wang CL et al (2010) Population alterations of L-arginase- and inducible nitric oxide synthase-expressed CD11b+/CD14(−)/CD15+/CD33+ myeloid-derived suppressor cells and CD8+ T lymphocytes in patients with advanced-stage non-small cell lung cancer. J Cancer Res Clin Oncol 136:35–45. doi:10.1007/s00432-009-0634-0
Rodriguez PC, Ernstoff MS, Hernandez C, Atkins M, Zabaleta J, Sierra R, Ochoa AC (2009) Arginase I-producing myeloid-derived suppressor cells in renal cell carcinoma are a subpopulation of activated granulocytes. Cancer Res 69:1553–1560. doi:10.1158/0008-5472.CAN-08-1921
Hoechst B, Ormandy LA, Ballmaier M, Lehner F, Kruger C, Manns MP, Greten TF, Korangy F (2008) A new population of myeloid-derived suppressor cells in hepatocellular carcinoma patients induces CD4(+)CD25(+)Foxp3(+) T cells. Gastroenterology 135:234–243. doi:10.1053/j.gastro.2008.03.020
Markowitz J, Wesolowski R, Papenfuss T, Brooks TR, Carson WE 3rd (2013) Myeloid-derived suppressor cells in breast cancer. Breast Cancer Res Treat 140:13–21. doi:10.1007/s10549-013-2618-7
Greipp PR, San Miguel J, Durie BG et al (2005) International staging system for multiple myeloma. J Clin Oncol 23:3412–3420. doi:10.1200/JCO.2005.04.242
Durie BG, Harousseau JL, Miguel JS et al (2006) International uniform response criteria for multiple myeloma. Leukemia 20:1467–1473. doi:10.1038/sj.leu.2404284
Rudolph BM, Loquai C, Gerwe A, Bacher N, Steinbrink K, Grabbe S, Tuettenberg A (2014) Increased frequencies of CD11b(+) CD33(+) CD14(+) HLA-DR(low) myeloid-derived suppressor cells are an early event in melanoma patients. Exp Dermatol 23:202–204. doi:10.1111/exd.12336
Huang A, Zhang B, Wang B, Zhang F, Fan KX, Guo YJ (2013) Increased CD14(+)HLA-DR (−/low) myeloid-derived suppressor cells correlate with extrathoracic metastasis and poor response to chemotherapy in non-small cell lung cancer patients. Cancer Immunol Immunother 62:1439–1451. doi:10.1007/s00262-013-1450-6
Lin Y, Gustafson MP, Bulur PA, Gastineau DA, Witzig TE, Dietz AB (2011) Immunosuppressive CD14+ HLA-DR(low)/− monocytes in B-cell non-Hodgkin lymphoma. Blood 117:872–881. doi:10.1182/blood-2010-05-283820
Meyer C, Cagnon L, Costa-Nunes CM, Baumgaertner P, Montandon N, Leyvraz L, Michielin O, Romano E, Speiser DE (2014) Frequencies of circulating MDSC correlate with clinical outcome of melanoma patients treated with ipilimumab. Cancer Immunol Immunother 63:247–257. doi:10.1007/s00262-013-1508-5
Arihara F, Mizukoshi E, Kitahara M, Takata Y, Arai K, Yamashita T, Nakamoto Y, Kaneko S (2013) Increase in CD14+ HLA-DR −/low myeloid-derived suppressor cells in hepatocellular carcinoma patients and its impact on prognosis. Cancer Immunol Immunother 62:1421–1430. doi:10.1007/s00262-013-1447-1
Payne KK, Zoon CK, Wan W, Marlar K, Keim RC, Kenari MN, Kazim AL, Bear HD, Manjili MH (2013) Peripheral blood mononuclear cells of patients with breast cancer can be reprogrammed to enhance anti-HER-2/neu reactivity and overcome myeloid-derived suppressor cells. Breast Cancer Res Treat 142:45–57. doi:10.1007/s10549-013-2733-5
Diaz-Montero CM, Salem ML, Nishimura MI, Garrett-Mayer E, Cole DJ, Montero AJ (2009) Increased circulating myeloid-derived suppressor cells correlate with clinical cancer stage, metastatic tumor burden, and doxorubicin-cyclophosphamide chemotherapy. Cancer Immunol Immunother 58:49–59. doi:10.1007/s00262-008-0523-4
Talmadge JE, Gabrilovich DI (2013) History of myeloid-derived suppressor cells. Nat Rev Cancer 13:739–752. doi:10.1038/nrc3581
Ostrand-Rosenberg S (2010) Myeloid-derived suppressor cells: more mechanisms for inhibiting antitumor immunity. Cancer Immunol Immunother 59:1593–1600. doi:10.1007/s00262-010-0855-8
Srivastava MK, Sinha P, Clements VK, Rodriguez P, Ostrand-Rosenberg S (2010) Myeloid-derived suppressor cells inhibit T-cell activation by depleting cystine and cysteine. Cancer Res 70:68–77. doi:10.1158/0008-5472.CAN-09-2587
Schmidt H, Bastholt L, Geertsen P, Christensen IJ, Larsen S, Gehl J, von der Maase H (2005) Elevated neutrophil and monocyte counts in peripheral blood are associated with poor survival in patients with metastatic melanoma: a prognostic model. Br J Cancer 93:273–278. doi:10.1038/sj.bjc.6602702
Yan-Li L, Kang-Sheng G, Yue-Yin P, Yang J, Zhi-Min Z (2014) The lower peripheral blood lymphocyte/monocyte ratio assessed during routine follow-up after standard first-line chemotherapy is a risk factor for predicting relapse in patients with diffuse large B-cell lymphoma. Leuk Res 38:323–328. doi:10.1016/j.leukres.2013.12.005
Gorgun GT, Whitehill G, Anderson JL et al (2013) Tumor-promoting immune-suppressive myeloid-derived suppressor cells in the multiple myeloma microenvironment in humans. Blood 121:2975–2987. doi:10.1182/blood-2012-08-448548
Favaloro J, Liyadipitiya T, Brown R et al (2014) Myeloid derived suppressor cells are numerically, functionally and phenotypically different in patients with multiple myeloma. Leuk Lymphoma. doi:10.3109/10428194.2014.904511
Yuan XK, Zhao XK, Xia YC, Zhu X, Xiao P (2011) Increased circulating immunosuppressive CD14(+)HLA-DR(−/low) cells correlate with clinical cancer stage and pathological grade in patients with bladder carcinoma. J Int Med Res 39:1381–1391
Lechner MG, Liebertz DJ, Epstein AL (2010) Characterization of cytokine-induced myeloid-derived suppressor cells from normal human peripheral blood mononuclear cells. J Immunol 185:2273–2284. doi:10.4049/jimmunol.1000901
Wu CT, Hsieh CC, Lin CC, Chen WC, Hong JH, Chen MF (2012) Significance of IL-6 in the transition of hormone-resistant prostate cancer and the induction of myeloid-derived suppressor cells. J Mol Med (Berl) 90:1343–1355. doi:10.1007/s00109-012-0916-x
Schafer ZT, Brugge JS (2007) IL-6 involvement in epithelial cancers. J Clin Investig 117:3660–3663. doi:10.1172/JCI34237
Letterio JJ, Roberts AB (1998) Regulation of immune responses by TGF-beta. Annu Rev Immunol 16:137–161. doi:10.1146/annurev.immunol.16.1.137
Chikamatsu K, Sakakura K, Toyoda M, Takahashi K, Yamamoto T, Masuyama K (2012) Immunosuppressive activity of CD14+ HLA-DR- cells in squamous cell carcinoma of the head and neck. Cancer Sci 103:976–983. doi:10.1111/j.1349-7006.2012.02248.x
Li H, Han Y, Guo Q, Zhang M, Cao X (2009) Cancer-expanded myeloid-derived suppressor cells induce anergy of NK cells through membrane-bound TGF-beta 1. J Immunol 182:240–249
Rodriguez PC, Zea AH, Culotta KS, Zabaleta J, Ochoa JB, Ochoa AC (2002) Regulation of T cell receptor CD3zeta chain expression by l-arginine. J Biol Chem 277:21123–21129. doi:10.1074/jbc.M110675200
Raber P, Ochoa AC, Rodriguez PC (2012) Metabolism of L-arginine by myeloid-derived suppressor cells in cancer: mechanisms of T cell suppression and therapeutic perspectives. Immunol Investig 41:614–634. doi:10.3109/08820139.2012.680634
McBride A, Ryan PY (2013) Proteasome inhibitors in the treatment of multiple myeloma. Expert Rev Anticancer Ther 13:339–358. doi:10.1586/era.13.9
Acknowledgments
This work was supported by Natural Science Foundation of China (81272259, 81401293) and Natural Science Foundation of Anhui Province (KJ2014Z017, KJ2013Z121). We are grateful to the volunteers who participated in this study.
Conflict of interest
The authors declare that they have no conflict of interest.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Wang, Z., Zhang, L., Wang, H. et al. Tumor-induced CD14+HLA-DR−/low myeloid-derived suppressor cells correlate with tumor progression and outcome of therapy in multiple myeloma patients. Cancer Immunol Immunother 64, 389–399 (2015). https://doi.org/10.1007/s00262-014-1646-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00262-014-1646-4