Immune-aging is linked to clinical malignancy, racial ancestry, and vaccine responses in myeloma
Open accessAbstract
Myeloma and its precursor, monoclonal gammopathy (MGUS), are more common in individuals with Black ancestry and are associated with immune dysfunction.1 T cells in patients with multiple myeloma (MM) express inhibitory immune checkpoints and were previously implicated to be exhausted, extrapolating from models of chronic viral infection.2 However, functional validation in single-cell transcriptomic/immunophenotypic studies is limited, and the clinical success of T-cell engagers in MM argues against global T-cell exhaustion.3,4 To understand the functional properties of immune cells in patients with plasma cell disorders, we combined functional assays with immune profiling in biospecimens from MGUS, newly diagnosed MM (NDMM), and age-matched healthy controls (patient characteristics in supplemental Table 1; see "Methods" in the supplemental Appendix).The capacity of T cells from blood/marrow to produce cytokines (interferon gamma [IFN-γ], tumor necrosis factor α [TNF-α], interleukin-2 [IL-2], granulocytemacrophage colony-stimulating factor [GM-CSF], and IL-17) was analyzed by mass cytometry after stimulation by anti-CD3/CD2/CD28 antibodies.CD4 and CD8 + T cells from patients with NDMM/ MGUS in both blood and bone marrow retained the capacity to produce all tested cytokines (Figure 1A-B; supplemental Figure 1).T cells in MM marrow exhibited higher production of several inflammatory cytokines (GM-CSF, IL-17, and TNF-α for CD4; and IL-2, TNF-α, and IL-17 for CD8) than MGUS counterparts (Figure 1A-B).Flow cytometry self-organizing map analysis of CD4 T cells identified 3 metaclusters (MCs) enriched in MM marrow: MC2 with CD57 + memory T cells; and 2 cytokineproducing MCs, MC10, which expressed GM-CSF, and MC8 with a polyfunctional phenotype, secreting IL-2, IFN-γ, IL-17, and TNF-α, which also expressed markers such as programmed cell death protein-1, lymphocyte activation gene-3, and T cell immunoreceptor with Ig and ITIM domains, previously linked to T-cell exhaustion (Figure 1C-D).Similar analysis of CD8 T cells identified 3 MCs as enriched in MM marrow, of which MC4 and MC6 had a terminal effector memory RA+ phenotype, whereas MC5 exhibited a polyfunctional phenotype, including IL-17 (Figure 1E-F).Most of the TNF-αand IFN-γ-producing CD8 T cells in MM marrow had a terminal effector phenotype, and KLRG1 + differentiated T cells maintained the capacity for cytokine production (supplemental Figure 2).Both circulating and bone marrow T cells from patients with MGUS/MM also exhibited the capacity for T-cell proliferation in culture, again supporting the lack of global T-cell exhaustion (Figure 1G-H).Together, these data demonstrate that T cells in the MM marrow are enriched for phenotypes of advanced differentiation and exhibit distinct functional phenotypes, such as GM-CSF 5 and IL-17 producers, 6 previously implicated in tissue inflammation or bone disease.Because the functional studies discussed above did not support the global T-cell exhaustion often implicated in cancer, we hypothesized that immunophenotypic changes, such as an increase in terminal
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Several patterns of immune dysregulation have been reported in MGUS and SMM using single cell RNA sequencing.
“Several patterns of dysregulation have been reported using single cell RNA sequencing.82,83,91-93”
From Evolution of Multiple Myeloma from a Genomic Perspective (2026) · cites this paper as [91]
In the paper’s immune-aging analysis (page not available), the authors report using cellular indexing of transcriptomes and epitope sequencing to identify altered immune pathways in MGUS and multiple myeloma. This supports the single-cell profiling and MGUS portions of the claim, but the reported cohorts are MGUS and MM, not SMM. (LLM, conf=0.85)
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Cites
Deep immune phenotyping reveals similarities between aging, Down syndrome, and autoimmunity
Lambert, K., Moo, K. G., Arnett, A., Goel, G., Hu, A., Flynn, K. J., Speake, C., Wiedeman, A. E., Gersuk, V. H., Linsley, P. S., et al. (2022) · Science Translational Medicine · doi:10.1126/scitranslmed.abi4888 · Cited by 64 · see citing works
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Research works printed but not linked: 11
- [1]Kumar SK Rajkumar V Kyle RA Multiple myeloma Nat Rev Dis Primers 3 2017 17046 28726797
- [2]Dhodapkar MV The immune system in multiple myeloma and precursor states: lessons and implications for immunotherapy and interception Am J Hematol 98 suppl 2 2023 S4 S12 36194782 PMC9918687
- [3]Bailur JK McCachren SS Doxie DB Early alterations in stem-like/resident T cells, innate and myeloid cells in the bone marrow in preneoplastic gammopathy JCI Insight 5 11 2019 e127807 PMC6629164 31013254
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- [5]Galli E Hartmann FJ Schreiner B GM-CSF and CXCR4 define a T helper cell signature in multiple sclerosis Nat Med 25 8 2019 1290 1300 31332391 PMC6689469
- [6]Dhodapkar KM Barbuto S Matthews P Dendritic cells mediate the induction of polyfunctional human IL17-producing cells (Th17-1 cells) enriched in the bone marrow of patients with myeloma Blood 112 7 2008 2878 2885 18669891 PMC2556623
- [8]Shen-Orr SS Furman D Kidd BA Defective signaling in the JAK-STAT pathway tracks with chronic inflammation and cardiovascular risk in aging humans Cell Syst 3 4 2016 374 384.e4 27746093 PMC5358544
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- [10]Azeem MI Nooka AK Shanmugasundaram U Impaired SARS-CoV-2 variant neutralization and CD8+ T-cell responses following 3 doses of mRNA vaccines in myeloma: correlation with breakthrough infections Blood Cancer Discov 4 2 2023 106 117 36511813 PMC9975771
- [11]Wang TW Johmura Y Suzuki N Blocking PD-L1-PD-1 improves senescence surveillance and ageing phenotypes Nature 611 7935 2022 358 364 36323784
- [12]Bhutani M Blue BJ Cole C Addressing the disparities: the approach to the African American patient with multiple myeloma Blood Cancer J 13 1 2023 189 38110338 PMC10728116
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Evolution of Multiple Myeloma from a Genomic Perspective
Maura, F., Samur, M., & Munshi, N. (2026) · Blood · doi:10.1182/blood.2024026313 · Cited by 8 · see citing works
- Authors
- Potdar, S. V., Kapadia, S., Azeem, M. I., Radzievski, R., Lakhani, K., Joseph, N. S., Kaufman, J. L., Hofmeister, C. C., Gupta, V. A., Lonial, S., Nooka, A. K., Dhodapkar, K. M., & Dhodapkar, M. V.
- Affiliations
- Emory University (US)
- Corresponding author
- Dhodapkar, Kavita M.
- Dhodapkar, Madhav V.
- ORCID
- Venue
- Blood Advances
- Publisher
- American Society of Hematology
- Published
- 2025-05-16
- Volume
- 9
- Issue
- 10
- Pages
- 2438-2442
- ISSN
- 2473-9529 (ISSN-L)
- 2473-9537
- PMC
- PMC12144498
- OpenAlex
- W4407209739
- Cited by
- 7
- References
- 1
- Citations by year
- 2026: 4 · 2025: 3
- FWCI
- 5.17
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Blood Advances (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Cancer Institute (R01CA289978)
- Topics
- Health Sciences › Medicine › Hematology › Multiple Myeloma Research and Treatments
- Life Sciences › Immunology and Microbiology › Immunology › T-cell and B-cell Immunology
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Keywords
- multiple myeloma, monoclonal gammopathy of undetermined significance, immunosenescence, racial ancestry, Black ancestry, T cell exhaustion, T cell cytokine production, T cell receptor diversity, T-cell receptor clonality, T cell receptor gene usage
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