1
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Minnie SA, Waltner OG, Zhang P, Takahashi S, Nemychenkov NS, Ensbey KS, Schmidt CR, Legg SRW, Comstock M, Boiko JR, Nelson E, Bhise SS, Wilkens AB, Koyama M, Dhodapkar MV, Chesi M, Riddell SR, Green DJ, Spencer A, Furlan SN, Hill GR. TIM-3 + CD8 T cells with a terminally exhausted phenotype retain functional capacity in hematological malignancies. Sci Immunol 2024; 9:eadg1094. [PMID: 38640253 DOI: 10.1126/sciimmunol.adg1094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 03/27/2024] [Indexed: 04/21/2024]
Abstract
Chronic antigen stimulation is thought to generate dysfunctional CD8 T cells. Here, we identify a CD8 T cell subset in the bone marrow tumor microenvironment that, despite an apparent terminally exhausted phenotype (TPHEX), expressed granzymes, perforin, and IFN-γ. Concurrent gene expression and DNA accessibility revealed that genes encoding these functional proteins correlated with BATF expression and motif accessibility. IFN-γ+ TPHEX effectively killed myeloma with comparable efficacy to transitory effectors, and disease progression correlated with numerical deficits in IFN-γ+ TPHEX. We also observed IFN-γ+ TPHEX within CD19-targeted chimeric antigen receptor T cells, which killed CD19+ leukemia cells. An IFN-γ+ TPHEX gene signature was recapitulated in TEX cells from human cancers, including myeloma and lymphoma. Here, we characterize a TEX subset in hematological malignancies that paradoxically retains function and is distinct from dysfunctional TEX found in chronic viral infections. Thus, IFN-γ+ TPHEX represent a potential target for immunotherapy of blood cancers.
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Affiliation(s)
- Simone A Minnie
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Olivia G Waltner
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Ping Zhang
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Shuichiro Takahashi
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Nicole S Nemychenkov
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Kathleen S Ensbey
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Christine R Schmidt
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Samuel R W Legg
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Melissa Comstock
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Julie R Boiko
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Ethan Nelson
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Shruti S Bhise
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Alec B Wilkens
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Motoko Koyama
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Madhav V Dhodapkar
- Department of Hematology/Medical Oncology, Emory University, Atlanta, GA, USA
- Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Marta Chesi
- Department of Medicine, Division of Hematology/Oncology, Mayo Clinic, Scottsdale, AZ, USA
| | - Stanley R Riddell
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
| | - Damian J Green
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
| | - Andrew Spencer
- Australian Center for Blood Diseases, Monash University/Alfred Hospital, Melbourne, VIC, Australia
- Department of Clinical Haematology, Monash University, Melbourne, VIC, Australia
- Malignant Haematology and Stem Cell Transplantation, Alfred Hospital, Melbourne, VIC, Australia
| | - Scott N Furlan
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Geoffrey R Hill
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
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2
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Zhang P, Fleming P, Andoniou CE, Waltner OG, Bhise SS, Martins JP, McEnroe BA, Voigt V, Daly S, Kuns RD, Ekwe AP, Henden AS, Saldan A, Olver S, Varelias A, Smith C, Schmidt CR, Ensbey KS, Legg SR, Sekiguchi T, Minnie SA, Gradwell M, Wagenaar I, Clouston AD, Koyama M, Furlan SN, Kennedy GA, Ward ES, Degli-Esposti MA, Hill GR, Tey SK. IL-6-mediated endothelial injury impairs antiviral humoral immunity after bone marrow transplantation. J Clin Invest 2024; 134:e174184. [PMID: 38557487 PMCID: PMC10977988 DOI: 10.1172/jci174184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 02/09/2024] [Indexed: 04/04/2024] Open
Abstract
Endothelial function and integrity are compromised after allogeneic bone marrow transplantation (BMT), but how this affects immune responses broadly remains unknown. Using a preclinical model of CMV reactivation after BMT, we found compromised antiviral humoral responses induced by IL-6 signaling. IL-6 signaling in T cells maintained Th1 cells, resulting in sustained IFN-γ secretion, which promoted endothelial cell (EC) injury, loss of the neonatal Fc receptor (FcRn) responsible for IgG recycling, and rapid IgG loss. T cell-specific deletion of IL-6R led to persistence of recipient-derived, CMV-specific IgG and inhibited CMV reactivation. Deletion of IFN-γ in donor T cells also eliminated EC injury and FcRn loss. In a phase III clinical trial, blockade of IL-6R with tocilizumab promoted CMV-specific IgG persistence and significantly attenuated early HCMV reactivation. In sum, IL-6 invoked IFN-γ-dependent EC injury and consequent IgG loss, leading to CMV reactivation. Hence, cytokine inhibition represents a logical strategy to prevent endothelial injury, thereby preserving humoral immunity after immunotherapy.
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Affiliation(s)
- Ping Zhang
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Peter Fleming
- Infection and Immunity Program and Department of Microbiology, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
- Centre for Experimental Immunology, Lions Eye Institute, Nedlands, Western Australia, Australia
| | - Christopher E. Andoniou
- Infection and Immunity Program and Department of Microbiology, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
- Centre for Experimental Immunology, Lions Eye Institute, Nedlands, Western Australia, Australia
| | - Olivia G. Waltner
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Shruti S. Bhise
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Jose Paulo Martins
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | | | - Valentina Voigt
- Centre for Experimental Immunology, Lions Eye Institute, Nedlands, Western Australia, Australia
| | - Sheridan Daly
- Centre for Experimental Immunology, Lions Eye Institute, Nedlands, Western Australia, Australia
| | - Rachel D. Kuns
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Adaeze P. Ekwe
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Andrea S. Henden
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
- University of Queensland, St Lucia, Queensland, Australia
- Royal Brisbane and Women’s Hospital, Herston, Queensland, Australia
| | - Alda Saldan
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
- University of Queensland, St Lucia, Queensland, Australia
| | - Stuart Olver
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Antiopi Varelias
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
- University of Queensland, St Lucia, Queensland, Australia
| | - Corey Smith
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Christine R. Schmidt
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Kathleen S. Ensbey
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Samuel R.W. Legg
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Tomoko Sekiguchi
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Simone A. Minnie
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Mark Gradwell
- Cancer Sciences Unit, Centre for Cancer Immunology, University of Southampton, Southampton, United Kingdom
| | - Irma Wagenaar
- Cancer Sciences Unit, Centre for Cancer Immunology, University of Southampton, Southampton, United Kingdom
| | | | - Motoko Koyama
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Scott N. Furlan
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Department of Pediatrics and
| | - Glen A. Kennedy
- University of Queensland, St Lucia, Queensland, Australia
- Royal Brisbane and Women’s Hospital, Herston, Queensland, Australia
| | - E Sally Ward
- Cancer Sciences Unit, Centre for Cancer Immunology, University of Southampton, Southampton, United Kingdom
| | - Mariapia A. Degli-Esposti
- Infection and Immunity Program and Department of Microbiology, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
- Centre for Experimental Immunology, Lions Eye Institute, Nedlands, Western Australia, Australia
| | - Geoffrey R. Hill
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Division of Medical Oncology, University of Washington, Seattle, Washington, USA
| | - Siok-Keen Tey
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
- University of Queensland, St Lucia, Queensland, Australia
- Royal Brisbane and Women’s Hospital, Herston, Queensland, Australia
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3
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Jaeger-Ruckstuhl CA, Lo Y, Fulton E, Waltner OG, Shabaneh TB, Simon S, Muthuraman PV, Correnti CE, Newsom OJ, Engstrom IA, Kanaan SB, Bhise SS, Peralta JMC, Ruff R, Price JP, Stull SM, Stevens AR, Bugos G, Kluesner MG, Voillet V, Muhunthan V, Morrish F, Olson JM, Gottardo R, Sarthy JF, Henikoff S, Sullivan LB, Furlan SN, Riddell SR. Signaling via a CD27-TRAF2-SHP-1 axis during naive T cell activation promotes memory-associated gene regulatory networks. Immunity 2024; 57:287-302.e12. [PMID: 38354704 DOI: 10.1016/j.immuni.2024.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 09/26/2023] [Accepted: 01/11/2024] [Indexed: 02/16/2024]
Abstract
The interaction of the tumor necrosis factor receptor (TNFR) family member CD27 on naive CD8+ T (Tn) cells with homotrimeric CD70 on antigen-presenting cells (APCs) is necessary for T cell memory fate determination. Here, we examined CD27 signaling during Tn cell activation and differentiation. In conjunction with T cell receptor (TCR) stimulation, ligation of CD27 by a synthetic trimeric CD70 ligand triggered CD27 internalization and degradation, suggesting active regulation of this signaling axis. Internalized CD27 recruited the signaling adaptor TRAF2 and the phosphatase SHP-1, thereby modulating TCR and CD28 signals. CD27-mediated modulation of TCR signals promoted transcription factor circuits that induced memory rather than effector associated gene programs, which are induced by CD28 costimulation. CD27-costimulated chimeric antigen receptor (CAR)-engineered T cells exhibited improved tumor control compared with CD28-costimulated CAR-T cells. Thus, CD27 signaling during Tn cell activation promotes memory properties with relevance to T cell immunotherapy.
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Affiliation(s)
- Carla A Jaeger-Ruckstuhl
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA.
| | - Yun Lo
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Elena Fulton
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Olivia G Waltner
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Tamer B Shabaneh
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Sylvain Simon
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Pranav V Muthuraman
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Colin E Correnti
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Oliver J Newsom
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Ian A Engstrom
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Sami B Kanaan
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Shruti S Bhise
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Jobelle M C Peralta
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Raymond Ruff
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Seattle Children's Hospital, Seattle, WA 98105, USA
| | - Jason P Price
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Seattle Children's Hospital, Seattle, WA 98105, USA
| | - Sylvia M Stull
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Andrew R Stevens
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Grace Bugos
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Mitchell G Kluesner
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Valentin Voillet
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Vishaka Muhunthan
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Fionnuala Morrish
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - James M Olson
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Seattle Children's Hospital, Seattle, WA 98105, USA
| | - Raphaël Gottardo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Department of Statistics, University of Washington, Seattle, WA 98195, USA; Swiss Institute of Bioinformatics, University of Lausanne and Lausanne University Hospital, Lausanne 1011, Switzerland
| | - Jay F Sarthy
- Seattle Children's Hospital, Seattle, WA 98105, USA; Basic Science Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Steven Henikoff
- Basic Science Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Howard Hughes Medical Institute, Seattle, WA 98195, USA
| | - Lucas B Sullivan
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Scott N Furlan
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Seattle Children's Hospital, Seattle, WA 98105, USA
| | - Stanley R Riddell
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Department of Medicine, University of Washington, Seattle, WA 98195, USA.
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4
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Wrenn ED, Apfelbaum AA, Rudzinski ER, Deng X, Jiang W, Sud S, Van Noord RA, Newman EA, Garcia NM, Miyaki A, Hoglund VJ, Bhise SS, Kanaan SB, Waltner OG, Furlan SN, Lawlor ER. Cancer-Associated Fibroblast-Like Tumor Cells Remodel the Ewing Sarcoma Tumor Microenvironment. Clin Cancer Res 2023; 29:5140-5154. [PMID: 37471463 PMCID: PMC10801911 DOI: 10.1158/1078-0432.ccr-23-1111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/07/2023] [Accepted: 07/18/2023] [Indexed: 07/22/2023]
Abstract
PURPOSE Despite limited genetic and histologic heterogeneity, Ewing sarcoma (EwS) tumor cells are transcriptionally heterogeneous and display varying degrees of mesenchymal lineage specification in vitro. In this study, we investigated if and how transcriptional heterogeneity of EwS cells contributes to heterogeneity of tumor phenotypes in vivo. EXPERIMENTAL DESIGN Single-cell proteogenomic-sequencing of EwS cell lines was performed and integrated with patient tumor transcriptomic data. Cell subpopulations were isolated by FACS for assessment of gene expression and phenotype. Digital spatial profiling and human whole transcriptome analysis interrogated transcriptomic heterogeneity in EwS xenografts. Tumor cell subpopulations and matrix protein deposition were evaluated in xenografts and patient tumors using multiplex immunofluorescence staining. RESULTS We identified CD73 as a biomarker of highly mesenchymal EwS cell subpopulations in tumor models and patient biopsies. CD73+ tumor cells displayed distinct transcriptional and phenotypic properties, including selective upregulation of genes that are repressed by EWS::FLI1, and increased migratory potential. CD73+ cells were distinguished in vitro and in vivo by increased expression of matrisomal genes and abundant deposition of extracellular matrix (ECM) proteins. In epithelial-derived malignancies, ECM is largely deposited by cancer-associated fibroblasts (CAF), and we thus labeled CD73+ EwS cells, CAF-like tumor cells. Marked heterogeneity of CD73+ EwS cell frequency and distribution was detected in tumors in situ, and CAF-like tumor cells and associated ECM were observed in peri-necrotic regions and invasive foci. CONCLUSIONS EwS tumor cells can adopt CAF-like properties, and these distinct cell subpopulations contribute to tumor heterogeneity by remodeling the tumor microenvironment. See related commentary by Kuo and Amatruda, p. 5002.
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Affiliation(s)
- Emma D. Wrenn
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA
| | - April A. Apfelbaum
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA
- Cancer Biology PhD Program, University of Michigan, Ann Arbor, Michigan
| | - Erin R. Rudzinski
- Pathology Department, Seattle Children’s Hospital, Seattle, Washington
| | - Xuemei Deng
- Pathology Department, Seattle Children’s Hospital, Seattle, Washington
| | - Wei Jiang
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Sudha Sud
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | | | - Erika A. Newman
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Nicolas M. Garcia
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA
| | - Aya Miyaki
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA
| | - Virginia J. Hoglund
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA
| | - Shruti S. Bhise
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Sami B. Kanaan
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Olivia G. Waltner
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Scott N. Furlan
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Pediatrics, University of Washington, Seattle, WA
| | - Elizabeth R. Lawlor
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, WA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Pediatrics, University of Washington, Seattle, WA
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5
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Wrenn ED, Apfelbaum AA, Rudzinski ER, Deng X, Jiang W, Sud S, Van Noord RA, Newman EA, Garcia NM, Hoglund VJ, Bhise SS, Kanaan SB, Waltner OG, Furlan SN, Lawlor ER. Carcinoma-associated fibroblast-like tumor cells remodel the Ewing sarcoma tumor microenvironment. bioRxiv 2023:2023.04.12.536619. [PMID: 37090655 PMCID: PMC10120623 DOI: 10.1101/2023.04.12.536619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
Tumor heterogeneity is a major driver of cancer progression. In epithelial-derived malignancies, carcinoma-associated fibroblasts (CAFs) contribute to tumor heterogeneity by depositing extracellular matrix (ECM) proteins that dynamically remodel the tumor microenvironment (TME). Ewing sarcomas (EwS) are histologically monomorphous, mesenchyme-derived tumors that are devoid of CAFs. Here we identify a previously uncharacterized subpopulation of transcriptionally distinct EwS tumor cells that deposit pro-tumorigenic ECM. Single cell analyses revealed that these CAF-like cells differ from bulk EwS cells by their upregulation of a matrisome-rich gene signature that is normally repressed by EWS::FLI1, the oncogenic fusion transcription factor that underlies EwS pathogenesis. Further, our studies showed that ECM-depositing tumor cells express the cell surface marker CD73, allowing for their isolation ex vivo and detection in situ. Spatial profiling of tumor xenografts and patient biopsies demonstrated that CD73 + EwS cells and tumor cell-derived ECM are prevalent along tumor borders and invasive fronts. Importantly, despite loss of EWS::FLI1-mediated gene repression, CD73 + EwS cells retain expression of EWS::FLI1 and the fusion-activated gene signature, as well as tumorigenic and proliferative capacities. Thus, EwS tumor cells can be reprogrammed to adopt CAF-like properties and these transcriptionally and phenotypically distinct cell subpopulations contribute to tumor heterogeneity by remodeling the TME.
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6
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Minnie SA, Waltner OG, Ensbey KS, Nemychenkov NS, Schmidt CR, Bhise SS, Legg SRW, Campoy G, Samson LD, Kuns RD, Zhou T, Huck JD, Vuckovic S, Zamora D, Yeh A, Spencer A, Koyama M, Markey KA, Lane SW, Boeckh M, Ring AM, Furlan SN, Hill GR. Depletion of exhausted alloreactive T cells enables targeting of stem-like memory T cells to generate tumor-specific immunity. Sci Immunol 2022; 7:eabo3420. [PMID: 36240285 PMCID: PMC10184646 DOI: 10.1126/sciimmunol.abo3420] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Some hematological malignancies such as multiple myeloma are inherently resistant to immune-mediated antitumor responses, the cause of which remains unknown. Allogeneic bone marrow transplantation (alloBMT) is the only curative immunotherapy for hematological malignancies due to profound graft-versus-tumor (GVT) effects, but relapse remains the major cause of death. We developed murine models of alloBMT where the hematological malignancy is either sensitive [acute myeloid leukemia (AML)] or resistant (myeloma) to GVT effects. We found that CD8+ T cell exhaustion in bone marrow was primarily alloantigen-driven, with expression of inhibitory ligands present on myeloma but not AML. Because of this tumor-independent exhaustion signature, immune checkpoint inhibition (ICI) in myeloma exacerbated graft-versus-host disease (GVHD) without promoting GVT effects. Administration of post-transplant cyclophosphamide (PT-Cy) depleted donor T cells with an exhausted phenotype and spared T cells displaying a stem-like memory phenotype with chromatin accessibility present in cytokine signaling genes, including the interleukin-18 (IL-18) receptor. Whereas ICI with anti-PD-1 or anti-TIM-3 remained ineffective after PT-Cy, administration of a decoy-resistant IL-18 (DR-18) strongly enhanced GVT effects in both myeloma and leukemia models, without exacerbation of GVHD. We thus defined mechanisms of resistance to T cell-mediated antitumor effects after alloBMT and described an immunotherapy approach targeting stem-like memory T cells to enhance antitumor immunity.
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Affiliation(s)
- Simone A. Minnie
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Olivia G. Waltner
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Kathleen S. Ensbey
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Nicole S. Nemychenkov
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Christine R. Schmidt
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Shruti S. Bhise
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Samuel RW. Legg
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Gabriela Campoy
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Luke D. Samson
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Rachel D. Kuns
- QIMR Berghofer Medical Research Institute; Brisbane, QLD, 4006, AUSTRALIA
| | - Ting Zhou
- Department of Immunobiology, Yale School of Medicine; New Haven, CT, 06519, UNITED STATES
| | - John D. Huck
- Department of Immunobiology, Yale School of Medicine; New Haven, CT, 06519, UNITED STATES
| | - Slavica Vuckovic
- QIMR Berghofer Medical Research Institute; Brisbane, QLD, 4006, AUSTRALIA
| | - Danniel Zamora
- Department of Medicine, University of Washington; Seattle, WA, 98109, UNITED STATES
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Albert Yeh
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
- Department of Medicine, University of Washington; Seattle, WA, 98109, UNITED STATES
| | - Andrew Spencer
- Australian Center for Blood Diseases, Monash University/The Alfred Hospital; Melbourne, VIC, 3004, AUSTRALIA
- Malignant Haematology and Stem Cell Transplantation, The Alfred Hospital; Melbourne, VIC, 3004, AUSTRALIA
- Department of Clinical Haematology, Monash University; Melbourne, VIC, 3800, AUSTRALIA
| | - Motoko Koyama
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Kate A. Markey
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
- Department of Medicine, University of Washington; Seattle, WA, 98109, UNITED STATES
| | - Steven W. Lane
- QIMR Berghofer Medical Research Institute; Brisbane, QLD, 4006, AUSTRALIA
| | - Michael Boeckh
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
- Department of Medicine, University of Washington; Seattle, WA, 98109, UNITED STATES
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
| | - Aaron M. Ring
- Department of Immunobiology, Yale School of Medicine; New Haven, CT, 06519, UNITED STATES
| | - Scott N. Furlan
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
- Department of Pediatrics, University of Washington; WA, 98105, UNITED STATES
| | - Geoffrey R. Hill
- Clinical Research Division, Fred Hutchinson Cancer Center; Seattle, WA, 98109, UNITED STATES
- Department of Medicine, University of Washington; Seattle, WA, 98109, UNITED STATES
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7
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Minnie SA, Nemychenkov NS, Waltner OG, Ensbey KS, Schmidt CR, Bhise SS, Furlan SN, Hill GR. Abstract 1360: CD8 T cells display distinct trajectories of T cell exhaustion in the bone marrow of mice with multiple myeloma. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Multiple myeloma (MM) is the second most common hematological malignancy and despite the developments of novel therapies, it remains largely incurable. A minority of patients do achieve durable disease control after autologous stem cell transplantation (SCT), and we previously demonstrated the induction of profound T cell-mediated myeloma-specific immunity after SCT in preclinical models. Nonetheless, in both mice and patients, myeloma progression is associated with inhibitory receptor expression on CD8 T cells in the bone marrow (BM). Characterization of CD8 T cell exhaustion and the presence of precursor exhausted T cells (TPEX) has been limited to solid tumor models. Whether CD8 T cells exhibit the same trajectory of exhaustion from TPEX in the MM BM microenvironment after SCT was hitherto unknown. This is an important clinical question as immunotherapies are largely utilized in relapsed/refractory MM and currently do not target this patient population. We performed single cell RNA sequencing in mice with relapsed MM after SCT to provide in-depth characterization of CD8 T cell differentiation and exhaustion. CD8 T cells were sorted via flow cytometry based on CD38 and CD101 expression to capture diverse stages of differentiation. Notably, CD38+CD101+ CD8 T cells have been previously described as irreversibly exhausted and represent over 50% of polyclonal CD8 T cells in our model. We performed unsupervised clustering and identified ten CD8 T cell clusters that spanned T cell differentiation, including a TPEX population with a phenotype akin to solid tumor settings. We also observed two distinct exhausted T cell clusters that both expressed Tox, Pdcd1, and lacked Tcf7 while only one cluster expressed high levels of Prdm1 (Blimp-1), Havcr2 (TIM-3), Maf and Il10. Utilizing flow cytometry, we confirmed expression of TOX and PD-1, with loss of TCF-1, in mice with relapsed MM and expression of c-Maf was largely restricted to the TIM-3+ subset. We next sought to determine whether the exhausted clusters represented degrees of exhaustion or were distinct lineages. Thus, we performed RNA velocity analysis and noted a clear trajectory from the TPEX cluster towards the two exhausted clusters, confirming a common trajectory of CD8 T cell exhaustion states across solid and hematological malignancies. Surprisingly, there was a divergence point between the exhausted clusters suggesting that these could be distinct lineages. To address this, we performed bone marrow aspirates in mice from 3 weeks post-SCT to track exhaustion phenotypes over time in myeloma-bearing mice. We observed concurrent emergence of both exhausted T cell phenotypes from early post-SCT, supporting our hypothesis that these may represent distinct T cell exhaustion lineages. These data highlight a trajectory of CD8 T cell exhaustion from precursor subsets in MM that supports the utilization of immunotherapies in the early stages of disease.
Citation Format: Simone A. Minnie, Nicole S. Nemychenkov, Olivia G. Waltner, Kathleen S. Ensbey, Christine R. Schmidt, Shruti S. Bhise, Scott N. Furlan, Geoffrey R. Hill. CD8 T cells display distinct trajectories of T cell exhaustion in the bone marrow of mice with multiple myeloma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1360.
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