1
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Bu X, Juneja VR, Reynolds CG, Mahoney KM, Bu MT, McGuire KA, Maleri S, Hua P, Zhu B, Klein SR, Greenfield EA, Armand P, Ritz J, Sharpe AH, Freeman GJ. Monitoring PD-1 Phosphorylation to Evaluate PD-1 Signaling during Antitumor Immune Responses. Cancer Immunol Res 2021; 9:1465-1475. [PMID: 34635486 DOI: 10.1158/2326-6066.cir-21-0493] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/30/2021] [Accepted: 10/08/2021] [Indexed: 12/17/2022]
Abstract
PD-1 expression marks activated T cells susceptible to PD-1-mediated inhibition but not whether a PD-1-mediated signal is being delivered. Molecular predictors of response to PD-1 immune checkpoint blockade (ICB) are needed. We describe a monoclonal antibody (mAb) that detects PD-1 signaling through the detection of phosphorylation of the immunotyrosine switch motif (ITSM) in the intracellular tail of mouse and human PD-1 (phospho-PD-1). We showed PD-1+ tumor-infiltrating lymphocytes (TILs) in MC38 murine tumors had high phosphorylated PD-1, particularly in PD-1+TIM-3+ TILs. Upon PD-1 blockade, PD-1 phosphorylation was decreased in CD8+ TILs. Phospho-PD-1 increased in T cells from healthy human donors after PD-1 engagement and decreased in patients with Hodgkin lymphoma following ICB. These data demonstrate that phosphorylation of the ITSM motif of PD-1 marks dysfunctional T cells that may be rescued with PD-1 blockade. Detection of phospho-PD-1 in TILs is a potential biomarker for PD-1 immunotherapy responses.
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Affiliation(s)
- Xia Bu
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Vikram R Juneja
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, Massachusetts.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Carol G Reynolds
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Kathleen M Mahoney
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Melissa T Bu
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Kathleen A McGuire
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Seth Maleri
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Ping Hua
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Baogong Zhu
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Sarah R Klein
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Edward A Greenfield
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Philippe Armand
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Jerome Ritz
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Arlene H Sharpe
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Gordon J Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Harvard Medical School, Boston, Massachusetts.
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2
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Choi J, Goulding SP, Conn BP, McGann CD, Dietze JL, Kohler J, Lenkala D, Boudot A, Rothenberg DA, Turcott PJ, Srouji JR, Foley KC, Rooney MS, van Buuren MM, Gaynor RB, Abelin JG, Addona TA, Juneja VR. Systematic discovery and validation of T cell targets directed against oncogenic KRAS mutations. Cell Rep Methods 2021; 1:100084. [PMID: 35474673 PMCID: PMC9017224 DOI: 10.1016/j.crmeth.2021.100084] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 08/04/2021] [Accepted: 08/20/2021] [Indexed: 12/27/2022]
Abstract
Oncogenic mutations in KRAS can be recognized by T cells on specific class I human leukocyte antigen (HLA-I) molecules, leading to tumor control. To date, the discovery of T cell targets from KRAS mutations has relied on occasional T cell responses in patient samples or the use of transgenic mice. To overcome these limitations, we have developed a systematic target discovery and validation pipeline. We evaluate the presentation of mutant KRAS peptides on individual HLA-I molecules using targeted mass spectrometry and identify 13 unpublished KRASG12C/D/R/V mutation/HLA-I pairs and nine previously described pairs. We assess immunogenicity, generating T cell responses to nearly all targets. Using cytotoxicity assays, we demonstrate that KRAS-specific T cells and T cell receptors specifically recognize endogenous KRAS mutations. The discovery and validation of T cell targets from KRAS mutations demonstrate the potential for this pipeline to aid the development of immunotherapies for important cancer targets.
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Affiliation(s)
- Jaewon Choi
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Scott P. Goulding
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Brandon P. Conn
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | | | - Jared L. Dietze
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Jessica Kohler
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Divya Lenkala
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Antoine Boudot
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | | | - Paul J. Turcott
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - John R. Srouji
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Kendra C. Foley
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Michael S. Rooney
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | | | - Richard B. Gaynor
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | | | - Terri A. Addona
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
| | - Vikram R. Juneja
- BioNTech US Inc., 40 Erie Street, Suite 110, Cambridge, MA 02139, USA
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3
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Tan CL, Kuchroo JR, Sage PT, Liang D, Francisco LM, Buck J, Thaker YR, Zhang Q, McArdel SL, Juneja VR, Lee SJ, Lovitch SB, Lian C, Murphy GF, Blazar BR, Vignali DAA, Freeman GJ, Sharpe AH. PD-1 restraint of regulatory T cell suppressive activity is critical for immune tolerance. J Exp Med 2021; 218:191205. [PMID: 33045061 PMCID: PMC7543091 DOI: 10.1084/jem.20182232] [Citation(s) in RCA: 133] [Impact Index Per Article: 44.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 06/30/2020] [Accepted: 08/26/2020] [Indexed: 12/11/2022] Open
Abstract
Inhibitory signals through the PD-1 pathway regulate T cell activation, T cell tolerance, and T cell exhaustion. Studies of PD-1 function have focused primarily on effector T cells. Far less is known about PD-1 function in regulatory T (T reg) cells. To study the role of PD-1 in T reg cells, we generated mice that selectively lack PD-1 in T reg cells. PD-1–deficient T reg cells exhibit an activated phenotype and enhanced immunosuppressive function. The in vivo significance of the potent suppressive capacity of PD-1–deficient T reg cells is illustrated by ameliorated experimental autoimmune encephalomyelitis (EAE) and protection from diabetes in nonobese diabetic (NOD) mice lacking PD-1 selectively in T reg cells. We identified reduced signaling through the PI3K–AKT pathway as a mechanism underlying the enhanced suppressive capacity of PD-1–deficient T reg cells. Our findings demonstrate that cell-intrinsic PD-1 restraint of T reg cells is a significant mechanism by which PD-1 inhibitory signals regulate T cell tolerance and autoimmunity.
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Affiliation(s)
- Catherine L Tan
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Juhi R Kuchroo
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Peter T Sage
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Dan Liang
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Loise M Francisco
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Jessica Buck
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Youg Raj Thaker
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.,School of Life Sciences, University of Essex, Wivenhoe Park, Colchester, UK
| | - Qianxia Zhang
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA.,Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA
| | - Shannon L McArdel
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Vikram R Juneja
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Sun Jung Lee
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
| | - Scott B Lovitch
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Christine Lian
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - George F Murphy
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Bruce R Blazar
- Department of Pediatrics, University of Minnesota Medical School, Twin Cities, MN
| | - Dario A A Vignali
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA.,Tumor Microenvironment Center, UPMC Hillman Cancer Center, Pittsburgh, PA.,Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh PA
| | - Gordon J Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.,Harvard Medical School, Boston, MA
| | - Arlene H Sharpe
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.,Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
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4
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Lo JA, Kawakubo M, Juneja VR, Su MY, Erlich TH, LaFleur MW, Kemeny LV, Rashid M, Malehmir M, Rabi SA, Raghavan R, Allouche J, Kasumova G, Frederick DT, Pauken KE, Weng QY, Pereira da Silva M, Xu Y, van der Sande AAJ, Silkworth W, Roider E, Browne EP, Lieb DJ, Wang B, Garraway LA, Wu CJ, Flaherty KT, Brinckerhoff CE, Mullins DW, Adams DJ, Hacohen N, Hoang MP, Boland GM, Freeman GJ, Sharpe AH, Manstein D, Fisher DE. Epitope spreading toward wild-type melanocyte-lineage antigens rescues suboptimal immune checkpoint blockade responses. Sci Transl Med 2021; 13:13/581/eabd8636. [PMID: 33597266 DOI: 10.1126/scitranslmed.abd8636] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 01/13/2021] [Indexed: 12/13/2022]
Abstract
Although immune checkpoint inhibitors (ICIs), such as anti-programmed cell death protein-1 (PD-1), can deliver durable antitumor effects, most patients with cancer fail to respond. Recent studies suggest that ICI efficacy correlates with a higher load of tumor-specific neoantigens and development of vitiligo in patients with melanoma. Here, we report that patients with low melanoma neoantigen burdens who responded to ICI had tumors with higher expression of pigmentation-related genes. Moreover, expansion of peripheral blood CD8+ T cell populations specific for melanocyte antigens was observed only in patients who responded to anti-PD-1 therapy, suggesting that ICI can promote breakdown of tolerance toward tumor-lineage self-antigens. In a mouse model of poorly immunogenic melanomas, spreading of epitope recognition toward wild-type melanocyte antigens was associated with markedly improved anti-PD-1 efficacy in two independent approaches: introduction of neoantigens by ultraviolet (UV) B radiation mutagenesis or the therapeutic combination of ablative fractional photothermolysis plus imiquimod. Complete responses against UV mutation-bearing tumors after anti-PD-1 resulted in protection from subsequent engraftment of melanomas lacking any shared neoantigens, as well as pancreatic adenocarcinomas forcibly overexpressing melanocyte-lineage antigens. Our data demonstrate that somatic mutations are sufficient to provoke strong antitumor responses after checkpoint blockade, but long-term responses are not restricted to these putative neoantigens. Epitope spreading toward T cell recognition of wild-type tumor-lineage self-antigens represents a common pathway for successful response to ICI, which can be evoked in neoantigen-deficient tumors by combination therapy with ablative fractional photothermolysis and imiquimod.
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Affiliation(s)
- Jennifer A Lo
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Masayoshi Kawakubo
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Vikram R Juneja
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Mack Y Su
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Tal H Erlich
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Martin W LaFleur
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA 02115, USA
| | - Lajos V Kemeny
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Mamunur Rashid
- Experimental Cancer Genetics, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Mohsen Malehmir
- Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - S Alireza Rabi
- Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Rumya Raghavan
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Harvard-MIT Health Sciences and Technology Program, Cambridge, MA 02139, USA
| | - Jennifer Allouche
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Gyulnara Kasumova
- Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Dennie T Frederick
- Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Kristen E Pauken
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Qing Yu Weng
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Marcelo Pereira da Silva
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Yu Xu
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Anita A J van der Sande
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Whitney Silkworth
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Elisabeth Roider
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA.,Department of Dermatology and Allergology, University of Szeged, Szeged 6727, Hungary.,Department of Dermatology, Venerology, and Allergology, Kantonsspital St. Gallen, St. Gallen 9000, Switzerland.,University of Zurich, Zurich 8006, Switzerland
| | - Edward P Browne
- Department of Medicine, UNC-Chapel Hill, Chapel Hill, NC 27599, USA
| | - David J Lieb
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Belinda Wang
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Levi A Garraway
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Catherine J Wu
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Keith T Flaherty
- Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
| | - Constance E Brinckerhoff
- Departments of Medicine and Biochemistry, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - David W Mullins
- Departments of Medical Education and Microbiology/Immunology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
| | - Nir Hacohen
- Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA.,Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Mai P Hoang
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Genevieve M Boland
- Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.
| | - Gordon J Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA. .,Harvard Medical School, Boston, MA 02115, USA
| | - Arlene H Sharpe
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA. .,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA.,Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Dieter Manstein
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - David E Fisher
- Cutaneous Biology Research Center, Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA. .,Massachusetts General Hospital Cancer Center, Boston, MA 02114, USA
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5
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Drijvers JM, Gillis JE, Muijlwijk T, Nguyen TH, Gaudiano EF, Harris IS, LaFleur MW, Ringel AE, Yao CH, Kurmi K, Juneja VR, Trombley JD, Haigis MC, Sharpe AH. Pharmacologic Screening Identifies Metabolic Vulnerabilities of CD8 + T Cells. Cancer Immunol Res 2021; 9:184-199. [PMID: 33277233 PMCID: PMC7864883 DOI: 10.1158/2326-6066.cir-20-0384] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 08/19/2020] [Accepted: 11/24/2020] [Indexed: 11/16/2022]
Abstract
Metabolic constraints in the tumor microenvironment constitute a barrier to effective antitumor immunity and similarities in the metabolic properties of T cells and cancer cells impede the specific therapeutic targeting of metabolism in either population. To identify distinct metabolic vulnerabilities of CD8+ T cells and cancer cells, we developed a high-throughput in vitro pharmacologic screening platform and used it to measure the cell type-specific sensitivities of activated CD8+ T cells and B16 melanoma cells to a wide array of metabolic perturbations during antigen-specific killing of cancer cells by CD8+ T cells. We illustrated the applicability of this screening platform by showing that CD8+ T cells were more sensitive to ferroptosis induction by inhibitors of glutathione peroxidase 4 (GPX4) than B16 and MC38 cancer cells. Overexpression of ferroptosis suppressor protein 1 (FSP1) or cytosolic GPX4 yielded ferroptosis-resistant CD8+ T cells without compromising their function, while genetic deletion of the ferroptosis sensitivity-promoting enzyme acyl-CoA synthetase long-chain family member 4 (ACSL4) protected CD8+ T cells from ferroptosis but impaired antitumor CD8+ T-cell responses. Our screen also revealed high T cell-specific vulnerabilities for compounds targeting NAD+ metabolism or autophagy and endoplasmic reticulum (ER) stress pathways. We focused the current screening effort on metabolic agents. However, this in vitro screening platform may also be valuable for rapid testing of other types of compounds to identify regulators of antitumor CD8+ T-cell function and potential therapeutic targets.
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Affiliation(s)
- Jefte M Drijvers
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Jacob E Gillis
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Tara Muijlwijk
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Thao H Nguyen
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Emily F Gaudiano
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Isaac S Harris
- Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
| | - Martin W LaFleur
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Alison E Ringel
- Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
| | - Cong-Hui Yao
- Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
| | - Kiran Kurmi
- Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
| | - Vikram R Juneja
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Justin D Trombley
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Marcia C Haigis
- Department of Cell Biology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
| | - Arlene H Sharpe
- Department of Immunology, Blavatnik Institute and Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts.
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
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6
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Ringel AE, Drijvers JM, Baker GJ, Catozzi A, García-Cañaveras JC, Gassaway BM, Miller BC, Juneja VR, Nguyen TH, Joshi S, Yao CH, Yoon H, Sage PT, LaFleur MW, Trombley JD, Jacobson CA, Maliga Z, Gygi SP, Sorger PK, Rabinowitz JD, Sharpe AH, Haigis MC. Obesity Shapes Metabolism in the Tumor Microenvironment to Suppress Anti-Tumor Immunity. Cell 2020; 183:1848-1866.e26. [PMID: 33301708 DOI: 10.1016/j.cell.2020.11.009] [Citation(s) in RCA: 310] [Impact Index Per Article: 77.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 07/27/2020] [Accepted: 11/04/2020] [Indexed: 01/12/2023]
Abstract
Obesity is a major cancer risk factor, but how differences in systemic metabolism change the tumor microenvironment (TME) and impact anti-tumor immunity is not understood. Here, we demonstrate that high-fat diet (HFD)-induced obesity impairs CD8+ T cell function in the murine TME, accelerating tumor growth. We generate a single-cell resolution atlas of cellular metabolism in the TME, detailing how it changes with diet-induced obesity. We find that tumor and CD8+ T cells display distinct metabolic adaptations to obesity. Tumor cells increase fat uptake with HFD, whereas tumor-infiltrating CD8+ T cells do not. These differential adaptations lead to altered fatty acid partitioning in HFD tumors, impairing CD8+ T cell infiltration and function. Blocking metabolic reprogramming by tumor cells in obese mice improves anti-tumor immunity. Analysis of human cancers reveals similar transcriptional changes in CD8+ T cell markers, suggesting interventions that exploit metabolism to improve cancer immunotherapy.
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Affiliation(s)
- Alison E Ringel
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Jefte M Drijvers
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Gregory J Baker
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Alessia Catozzi
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Lewis Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Juan C García-Cañaveras
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA; Biomarkers and Precision Medicine Unit, Instituto de Investigación Sanitaria Fundación Hospital La Fe, València 46026, Spain
| | - Brandon M Gassaway
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Brian C Miller
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Vikram R Juneja
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Thao H Nguyen
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Shakchhi Joshi
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Cong-Hui Yao
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Haejin Yoon
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Peter T Sage
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Martin W LaFleur
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Justin D Trombley
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Connor A Jacobson
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Zoltan Maliga
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Steven P Gygi
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Peter K Sorger
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Joshua D Rabinowitz
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA; Biomarkers and Precision Medicine Unit, Instituto de Investigación Sanitaria Fundación Hospital La Fe, València 46026, Spain
| | - Arlene H Sharpe
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA; Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115, USA.
| | - Marcia C Haigis
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.
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7
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Bu X, Juneja VR, Mahoney KM, Renolds CG, Mcguire KA, Maleri S, Hua P, Zhu B, Klein SR, Greenfield E, Armand P, Ritz J, Sharpe A, Freeman GJ. Monitoring PD-1 Signaling in Tumor Infiltrating Lymphocytes. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.195.31] [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] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Programmed death (PD)-1 pathway blockade is a successful strategy for cancer immunotherapy. However, only a limited number of patients respond. There is great need to identify predictors of therapeutic response to PD-1 immunotherapy. One challenge is that PD-1 expression can mark activated T cells, which are susceptible to PD-1-mediated inhibition, but does not indicate whether a PD-1-mediated immunoinhibitory signal is being delivered. Currently there are no methods to detect active PD-1 signaling and, in turn, successful PD-1 inhibition. Here, we describe a novel antibody that detects PD-1 signaling. This antibody detects phosphorylation of the immunotyrosine switch motif (ITSM) in the intracellular tail of both human and mouse PD-1 (phospho-PD-1). Using this anti-phospho-PD-1 mAb, we show that PD-1+ tumor infiltrating lymphocytes (TILs) in MC38 murine colorectal tumors have high levels of phosphorylated PD-1, particularly in PD-1+TIM-3+TILs. Upon PD-1 blockade, PD-1 phosphorylation is markedly decreased in TIM-3+CD8+ TILs prior to tumor clearance. We also observed decreased phospho PD-1 levels in T cells from peripheral blood of human lymphoma patients following treatment with PD-1 and LAG-3 mAb. These data demonstrate that phosphorylation of the ITSM of PD-1 marks dysfunctional T cells that may be rescued with PD-1 blockade. Analysis of phospho-PD-1 may serve as a potential biomarker for effective PD-1 immunotherapy.
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Affiliation(s)
- Xia Bu
- 1Dana-Farber Cancer Institute
| | - Vikram R. Juneja
- 2Harvard-MIT Division of Health Sciences and Technology
- 3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital
- 4Department of Immunology, Harvard Medical School
| | | | | | - Kathleen A. Mcguire
- 3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital
- 4Department of Immunology, Harvard Medical School
| | - Seth Maleri
- 3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital
- 4Department of Immunology, Harvard Medical School
| | | | | | | | | | | | | | - Arlene Sharpe
- 3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital
- 4Department of Immunology, Harvard Medical School
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8
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Manguso RT, Pope HW, Zimmer MD, Brown FD, Yates KB, Miller BC, Collins NB, Bi K, LaFleur MW, Juneja VR, Weiss SA, Lo J, Fisher DE, Miao D, Van Allen E, Root DE, Sharpe AH, Doench JG, Haining WN. In vivo CRISPR screening identifies Ptpn2 as a cancer immunotherapy target. Nature 2017; 547:413-418. [PMID: 28723893 PMCID: PMC5924693 DOI: 10.1038/nature23270] [Citation(s) in RCA: 672] [Impact Index Per Article: 96.0] [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: 04/08/2017] [Accepted: 06/06/2017] [Indexed: 12/27/2022]
Abstract
Immunotherapy with PD-1 checkpoint blockade is effective in only a minority of patients with cancer, suggesting that additional treatment strategies are needed. Here we use a pooled in vivo genetic screening approach using CRISPR-Cas9 genome editing in transplantable tumours in mice treated with immunotherapy to discover previously undescribed immunotherapy targets. We tested 2,368 genes expressed by melanoma cells to identify those that synergize with or cause resistance to checkpoint blockade. We recovered the known immune evasion molecules PD-L1 and CD47, and confirmed that defects in interferon-γ signalling caused resistance to immunotherapy. Tumours were sensitized to immunotherapy by deletion of genes involved in several diverse pathways, including NF-κB signalling, antigen presentation and the unfolded protein response. In addition, deletion of the protein tyrosine phosphatase PTPN2 in tumour cells increased the efficacy of immunotherapy by enhancing interferon-γ-mediated effects on antigen presentation and growth suppression. In vivo genetic screens in tumour models can identify new immunotherapy targets in unanticipated pathways.
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Affiliation(s)
- Robert T Manguso
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Hans W Pope
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Margaret D Zimmer
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Flavian D Brown
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Kathleen B Yates
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Brian C Miller
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Natalie B Collins
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
- Division of Pediatric Hematology and Oncology, Children's Hospital, Boston, Massachusetts 02115, USA
| | - Kevin Bi
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Martin W LaFleur
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Vikram R Juneja
- Department of Microbiology and Immunology, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Sarah A Weiss
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Jennifer Lo
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149, 13th Street, Charlestown, Massachusetts 02129, USA
| | - David E Fisher
- Cutaneous Biology Research Center, Massachusetts General Hospital and Harvard Medical School, Building 149, 13th Street, Charlestown, Massachusetts 02129, USA
| | - Diana Miao
- Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Eliezer Van Allen
- Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - David E Root
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Arlene H Sharpe
- Division of Pediatric Hematology and Oncology, Children's Hospital, Boston, Massachusetts 02115, USA
- Evergrande Center for Immunologic Diseases, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - John G Doench
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - W Nicholas Haining
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
- Division of Pediatric Hematology and Oncology, Children's Hospital, Boston, Massachusetts 02115, USA
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9
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Manguso RT, Pope HW, Zimmer MD, Brown FD, Yates KB, Miller BC, Collins NB, Bi K, Lafleur MW, Juneja VR, Weiss SA, Fisher DE, Root DE, Sharpe AH, Doench JG, Haining WN. Abstract 1019: In vivo CRISPR screening identifies Ptpn2 as a target for cancer immunotherapy. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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
Despite the dramatic clinical success of cancer immunotherapy with PD-1 checkpoint blockade, most patients don’t experience sustained clinical benefit, suggesting that additional therapeutic strategies are needed. Functional genomic screens in cancer cells to discover new therapeutic targets are usually carried out in vitro where interaction with the immune system is absent. Here we report a pooled, loss-of-function genetic screening approach using CRISPR/Cas9 genome editing that is conducted in vivo in mouse transplantable tumors treated with vaccination and PD-1 checkpoint blockade. We tested 2,400 genes expressed by melanoma cells for those that synergize with or cause resistance to checkpoint blockade, and recovered the known immune evasion molecules, PD-L1 and CD47. Loss of function of multiple genes required to sense interferon-y caused resistance to immunotherapy. Deletion of Ptpn2, a pleotropic protein tyrosine phosphatase improved response to immunotherapy. In vivo, Ptpn2 deficient tumors showed increased infiltration of activated CD8+T cells. In vitro, Ptpn2 loss by tumor cells increased antigen presentation to T cells. Biochemical, transcriptional and genetic epistasis experiments demonstrated that loss of function of Ptpn2 sensitizes tumors to immunotherapy by enhancing interferon-y-mediated effects on the tumor cell. Thus, augmenting interferon-y signaling in tumor cells could increase the efficacy of immunotherapy. More generally, in vivo genetic screens in tumor models can identify new immunotherapy targets and rationally prioritize combination therapies.
Citation Format: Robert T. Manguso, Hans W. Pope, Margaret D. Zimmer, Flavian D. Brown, Kathleen B. Yates, Brian C. Miller, Natalie B. Collins, Kevin Bi, Martin W. Lafleur, Vikram R. Juneja, Sarah A. Weiss, David E. Fisher, David E. Root, Arlene H. Sharpe, John G. Doench, W Nicholas Haining. In vivo CRISPR screening identifies Ptpn2 as a target for cancer immunotherapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1019. doi:10.1158/1538-7445.AM2017-1019
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Affiliation(s)
| | - Hans W. Pope
- 1Dana-Farber Cancer Institute/Harvard Medical School, Boston, MA
| | | | - Flavian D. Brown
- 1Dana-Farber Cancer Institute/Harvard Medical School, Boston, MA
| | | | - Brian C. Miller
- 1Dana-Farber Cancer Institute/Harvard Medical School, Boston, MA
| | | | - Kevin Bi
- 1Dana-Farber Cancer Institute/Harvard Medical School, Boston, MA
| | | | | | - Sarah A. Weiss
- 1Dana-Farber Cancer Institute/Harvard Medical School, Boston, MA
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10
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Juneja VR, McGuire KA, Manguso RT, LaFleur MW, Collins N, Haining WN, Freeman GJ, Sharpe AH. PD-L1 on tumor cells is sufficient for immune evasion in immunogenic tumors and inhibits CD8 T cell cytotoxicity. J Exp Med 2017; 214:895-904. [PMID: 28302645 PMCID: PMC5379970 DOI: 10.1084/jem.20160801] [Citation(s) in RCA: 557] [Impact Index Per Article: 79.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 12/12/2016] [Accepted: 02/14/2017] [Indexed: 12/19/2022] Open
Abstract
Both tumor- and host-derived PD-L1 can play critical roles in immunosuppression; differences in tumor immunogenicity appear to underlie their relative contributions. Juneja et al. show that in immunogenic MC38 tumors, PD-L1 on tumor cells dominates in suppressing tumor immunity by inhibiting CD8 T cell cytotoxicity. It is unclear whether PD-L1 on tumor cells is sufficient for tumor immune evasion or simply correlates with an inflamed tumor microenvironment. We used three mouse tumor models sensitive to PD-1 blockade to evaluate the significance of PD-L1 on tumor versus nontumor cells. PD-L1 on nontumor cells is critical for inhibiting antitumor immunity in B16 melanoma and a genetically engineered melanoma. In contrast, PD-L1 on MC38 colorectal adenocarcinoma cells is sufficient to suppress antitumor immunity, as deletion of PD-L1 on highly immunogenic MC38 tumor cells allows effective antitumor immunity. MC38-derived PD-L1 potently inhibited CD8+ T cell cytotoxicity. Wild-type MC38 cells outcompeted PD-L1–deleted MC38 cells in vivo, demonstrating tumor PD-L1 confers a selective advantage. Thus, both tumor- and host-derived PD-L1 can play critical roles in immunosuppression. Differences in tumor immunogenicity appear to underlie their relative importance. Our findings establish reduced cytotoxicity as a key mechanism by which tumor PD-L1 suppresses antitumor immunity and demonstrate that tumor PD-L1 is not just a marker of suppressed antitumor immunity.
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Affiliation(s)
- Vikram R Juneja
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA 02139.,Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Kathleen A McGuire
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Robert T Manguso
- Division of Medical Sciences, Harvard Medical School, Boston, MA 02115.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
| | - Martin W LaFleur
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115.,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
| | - Natalie Collins
- Division of Hematology/Oncology, Children's Hospital, Harvard Medical School, Boston, MA 02115.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115.,Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | - W Nicholas Haining
- Division of Hematology/Oncology, Children's Hospital, Harvard Medical School, Boston, MA 02115.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115.,Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | - Gordon J Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
| | - Arlene H Sharpe
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 .,Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
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11
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McGuire KA, Juneja VR, Manguso RT, LaFleur MW, Collins N, Haining WN, Freeman GJ, Sharpe AH. Abstract A097: Tumor PDL1 blocks CTL cytotoxicity. Cancer Immunol Res 2016. [DOI: 10.1158/2326-6066.imm2016-a097] [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
The programmed cell death (PD)-1 pathway has become an attractive therapeutic target in multiple cancers. Blocking the interaction of PD-1 with its ligands, PD-L1 and PD-L2, leads to impressive anti-tumor responses and clinical benefit in a subset of patients. However, the precise cellular and molecular mechanisms underlying this efficacy are not well understood. To better understand why PD-1/PD-L1 blockade works in some patients but not in others, it is critical to first understand how the PD-1 pathway inhibits anti-tumor immunity. Previous studies demonstrate that clinical responses to PD-1 immunotherapy positively correlate with tumor PD-L1 expression along with other predictive biomarkers such as pre-existing CD8+ T cell infiltration and mutational/neoantigen burden. This has led to the speculation that PD-L1 on tumor cells may act as a “molecular shield” to protect PD-L1+ tumor cells from T cell lysis. We sought to determine whether PD-L1 on tumor cells contributed to the suppression of T cells or simply correlated with an inflamed tumor microenvironment. Using two mouse tumor models that are sensitive to PD-1 pathway blockade, MC38 colorectal adenocarcinoma (MC38) and BRAF.PTEN melanoma (BP), we demonstrate that PD-1 pathway blockade is more effective in MC38 despite similar PD-L1 expression by both tumors. Furthermore, by comparing growth of each tumor cell line in PD-L1 or PD-1 deficient mice to wild-type (WT) mice, we found that host (non-tumor) PD-L1 plays a role in immunosuppression in BP tumors, while PD-L1 on MC38 tumor cells largely mediates suppression of anti-tumor immunity. Thus, the role of PD-L1 on the tumor is tumor-dependent. To further examine the role of MC38 PD-L1 in suppressing the anti-tumor immune response we generated PD-L1-deficient MC38 tumor cells using the CRISPR/Cas9 system. Deletion of PD-L1 on MC38 tumors cells alone leads to effective anti-tumor immunity in mice, analogous to the efficacious anti-tumor immunity seen with PD-1 pathway blockade or in PD-1 deficient mice. Further, wild-type MC38 cells outcompete PD-L1-deleted MC38 cells in vivo, demonstrating MC38-derived PD-L1 is sufficient to mediate immunosuppression. We also found that PD-L1 on MC38 cells potently inhibits CD8+ T cell cytotoxic molecule production. Taken together, our data indicate that PD-L1 expression on MC38 cells alone is sufficient to directly suppress CD8+ T cell cytotoxicity in the tumor microenvironment. These findings demonstrate a direct causal relationship between tumor-derived PD-L1 and inhibition of T cell function and establish a key mechanism by which PD-L1 on tumor cells can suppress T cells. Thus, PD-L1 on tumor cells functions to suppress anti-tumor immunity and is not just a marker of suppressed anti-tumor immunity.
Citation Format: Kathleen A. McGuire, Vikram R. Juneja, Robert T. Manguso, Martin W. LaFleur, Natalie Collins, W. Nicholas Haining, Gordon J. Freeman, Arlene H. Sharpe. Tumor PDL1 blocks CTL cytotoxicity [abstract]. In: Proceedings of the Second CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; 2016 Sept 25-28; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2016;4(11 Suppl):Abstract nr A097.
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Affiliation(s)
| | - Vikram R. Juneja
- 2Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA
| | - Robert T. Manguso
- 3Department of Pediatric Oncology, Dana-Farber Cancer Institute, Division of Hematology/Oncology, Children's Hospital, Harvard Medical School, Boston, MA
| | | | - Natalie Collins
- 3Department of Pediatric Oncology, Dana-Farber Cancer Institute, Division of Hematology/Oncology, Children's Hospital, Harvard Medical School, Boston, MA
| | - W. Nicholas Haining
- 3Department of Pediatric Oncology, Dana-Farber Cancer Institute, Division of Hematology/Oncology, Children's Hospital, Harvard Medical School, Boston, MA
| | - Gordon J. Freeman
- 4Harvard Medical School, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Arlene H. Sharpe
- 5Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA
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12
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Paterson AM, Lovitch SB, Sage PT, Juneja VR, Lee Y, Trombley JD, Arancibia-Cárcamo CV, Sobel RA, Rudensky AY, Kuchroo VK, Freeman GJ, Sharpe AH. Deletion of CTLA-4 on regulatory T cells during adulthood leads to resistance to autoimmunity. ACTA ACUST UNITED AC 2015; 212:1603-21. [PMID: 26371185 PMCID: PMC4577848 DOI: 10.1084/jem.20141030] [Citation(s) in RCA: 162] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Accepted: 08/11/2015] [Indexed: 12/31/2022]
Abstract
Paterson et al. demonstrate that, in contrast to CTLA-4 germline knockout mice, conditional deletion on T reg cells during adulthood confers protection from EAE and does not increase resistance to tumors. Cytotoxic T lymphocyte antigen-4 (CTLA-4) is an essential negative regulator of T cell responses. Germline Ctla4 deficiency is lethal, making investigation of the function of CTLA-4 on mature T cells challenging. To elucidate the function of CTLA-4 on mature T cells, we have conditionally ablated Ctla4 in adult mice. We show that, in contrast to germline knockout mice, deletion of Ctla4 during adulthood does not precipitate systemic autoimmunity, but surprisingly confers protection from experimental autoimmune encephalomyelitis (EAE) and does not lead to increased resistance to MC38 tumors. Deletion of Ctla4 during adulthood was accompanied by activation and expansion of both conventional CD4+Foxp3− (T conv) and regulatory Foxp3+ (T reg cells) T cell subsets; however, deletion of CTLA-4 on T reg cells was necessary and sufficient for protection from EAE. CTLA-4 deleted T reg cells remained functionally suppressive. Deletion of Ctla4 on T reg cells alone or on all adult T cells led to major changes in the Ctla4 sufficient T conv cell compartment, including up-regulation of immunoinhibitory molecules IL-10, LAG-3 and PD-1, thereby providing a compensatory immunosuppressive mechanism. Collectively, our findings point to a profound role for CTLA-4 on T reg cells in limiting their peripheral expansion and activation, thereby regulating the phenotype and function of T conv cells.
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Affiliation(s)
- Alison M Paterson
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Scott B Lovitch
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115 Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115
| | - Peter T Sage
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Vikram R Juneja
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Youjin Lee
- Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Justin D Trombley
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Carolina V Arancibia-Cárcamo
- Translational Gastroenterology Unit, Nuffield Department of Clinical Medicine, Experimental Medicine Division, University of Oxford, Oxford OX3 9DU, England, UK
| | - Raymond A Sobel
- Department of Pathology, Stanford University, Stanford, CA 94304
| | - Alexander Y Rudensky
- Howard Hughes Medical Institute and Immunology Program, Sloan-Kettering Institute for Cancer Research; Ludwig Center at Memorial Sloan-Kettering Cancer Center, New York, NY 10065
| | - Vijay K Kuchroo
- Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
| | - Gordon J Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
| | - Arlene H Sharpe
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA 02115 Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA 02115
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13
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Cooper ZA, Juneja VR, Sage PT, Frederick DT, Piris A, Mitra D, Lo JA, Hodi FS, Freeman GJ, Bosenberg MW, McMahon M, Flaherty KT, Fisher DE, Sharpe AH, Wargo JA. Response to BRAF inhibition in melanoma is enhanced when combined with immune checkpoint blockade. Cancer Immunol Res 2014; 2:643-54. [PMID: 24903021 DOI: 10.1158/2326-6066.cir-13-0215] [Citation(s) in RCA: 203] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BRAF-targeted therapy results in objective responses in the majority of patients; however, the responses are short lived (∼6 months). In contrast, treatment with immune checkpoint inhibitors results in a lower response rate, but the responses tend to be more durable. BRAF inhibition results in a more favorable tumor microenvironment in patients, with an increase in CD8(+) T-cell infiltrate and a decrease in immunosuppressive cytokines. There is also increased expression of the immunomodulatory molecule PDL1, which may contribute to the resistance. On the basis of these findings, we hypothesized that BRAF-targeted therapy may synergize with the PD1 pathway blockade to enhance antitumor immunity. To test this hypothesis, we developed a BRAF(V600E)/Pten(-/-) syngeneic tumor graft immunocompetent mouse model in which BRAF inhibition leads to a significant increase in the intratumoral CD8(+) T-cell density and cytokine production, similar to the effects of BRAF inhibition in patients. In this model, CD8(+) T cells were found to play a critical role in the therapeutic effect of BRAF inhibition. Administration of anti-PD1 or anti-PDL1 together with a BRAF inhibitor led to an enhanced response, significantly prolonging survival and slowing tumor growth, as well as significantly increasing the number and activity of tumor-infiltrating lymphocytes. These results demonstrate synergy between combined BRAF-targeted therapy and immune checkpoint blockade. Although clinical trials combining these two strategies are ongoing, important questions still remain unanswered. Further studies using this new melanoma mouse model may provide therapeutic insights, including optimal timing and sequence of therapy.
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Affiliation(s)
- Zachary A Cooper
- Authors' Affiliations: Departments of Surgical Oncology and Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Vikram R Juneja
- Harvard-MIT Division of Health Sciences and Technology, Cambridge; Department of Microbiology and Immunobiology; Harvard Medical School; Divisions of
| | - Peter T Sage
- Department of Microbiology and Immunobiology; Harvard Medical School; Divisions of
| | | | - Adriano Piris
- Harvard Medical School; Divisions of Dermatopathology, and
| | | | | | - F Stephen Hodi
- Harvard Medical School; Divisions of Department of Medical Oncology, Dana-Farber Cancer Institute
| | - Gordon J Freeman
- Harvard Medical School; Divisions of Department of Medical Oncology, Dana-Farber Cancer Institute
| | - Marcus W Bosenberg
- Department of Dermatology, Yale University School of Medicine, New Haven, Connecticut
| | - Martin McMahon
- Helen Diller Family Comprehensive Cancer Center; and Department of Cell and Molecular Pharmacology, University of California San Francisco, San Francisco, California
| | | | - David E Fisher
- Harvard Medical School; Divisions of Dermatology, Massachusetts General Hospital
| | - Arlene H Sharpe
- Department of Microbiology and Immunobiology; Harvard Medical School; Divisions of Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Jennifer A Wargo
- Authors' Affiliations: Departments of Surgical Oncology and Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas;
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Cooper ZA, Frederick DT, Juneja VR, Sullivan RJ, Lawrence DP, Piris A, Sharpe AH, Fisher DE, Flaherty KT, Wargo JA. BRAF inhibition is associated with increased clonality in tumor-infiltrating lymphocytes. Oncoimmunology 2013; 2:e26615. [PMID: 24251082 PMCID: PMC3827093 DOI: 10.4161/onci.26615] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Revised: 09/24/2013] [Accepted: 09/26/2013] [Indexed: 11/19/2022] Open
Abstract
There have been significant advances with regard to BRAF-targeted therapies against metastatic melanoma. However, the majority of patients receiving BRAF inhibitors (BRAFi) manifest disease progression within a year. We have recently shown that melanoma patients treated with BRAFi exhibit an increase in melanoma-associated antigens and in CD8+ tumor-infiltrating lymphocytes in response to therapy. To characterize such a T-cell infiltrate, we analyzed the complementarity-determining region 3 (CDR3) of rearranged T-cell receptor (TCR) β chain-coding genes in tumor biopsies obtained before the initiation of BRAFi and 10-14 d later. We observed an increase in the clonality of tumor-infiltrating lymphocytes in 7 of 8 patients receiving BRAFi, with a statistically significant 21% aggregate increase in clonality. Over 80% of individual T-cell clones detected after initiation of BRAFi treatment were new clones. Interestingly, the comparison of tumor infiltrates with clinical responses revealed that patients who had a high proportion of pre-existing dominant clones after the administration of BRAFi responded better to therapy than patients who had a low proportion of such pre-existing dominant clones following BRAFi. These data suggest that although the inhibition of BRAF in melanoma patients results in tumor infiltration by new lymphocytes, the response to treatment appears to be related to the presence of a pre-existing population of tumor-infiltrating T-cell clones.
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Affiliation(s)
- Zachary A Cooper
- Department of Surgical Oncology; University of Texas MD Anderson Cancer Center; Houston, TX USA ; Department of Genomic Medicine; University of Texas MD Anderson Cancer Center; Houston, TX USA
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Ahmad ZK, Altuna X, Lopez JP, An Y, Wang-Rodriguez J, Juneja VR, Chen JS, Arandazi MJ, Aguilera J, Harris JP, Ongkeko WM. p73 expression and function in vestibular schwannoma. ACTA ACUST UNITED AC 2009; 135:662-9. [PMID: 19620587 DOI: 10.1001/archoto.2009.79] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVES To determine the expression of the p53 family member p73 in vestibular schwannoma (VS) and to determine the potential role of this tumor suppressor in regulating the proliferation of HEI193, a human papillomavirus E6-E7 immortalized VS cell line. METHODS Immunohistochemical staining was used to investigate the expression of p73 in 34 cases of archived VS tissue, while Western blot analysis and immunofluorescence were performed to demonstrate the expression and localization of p73 in HEI193. After transfection of a full-length p73 plasmid (TAp73alpha), flow cytometry analysis was performed to determine the effect of p73 expression on cell cycle distribution, while annexin V-FITC (fluorescein isothiocyanate) analysis and TUNEL (terminal deoxynucleotidyltransferase-mediated dUTP nick-end labeling) assay were used to measure apoptosis. The effect of p73 expression on ionizing radiation-induced cell death was also investigated with annexin V staining, TUNEL assay, and flow cytometry analysis. RESULTS Of the 34 vestibular schwannoma tissues examined, p73 was expressed in 14 (41%) but was not expressed in HEI193. Transfection of p73 alone resulted in increased apoptosis and necrosis, and G(1) accumulation with concomitant induction of p21. The presence of p73 also significantly increased early apoptosis (P = .046), late apoptosis (P < .001), and necrosis (P = .009) on exposure of the HEI193 cells to ionizing radiation. CONCLUSION Forced expression of p73, perhaps by gene therapy, to induce apoptosis directly or to sensitize VS tumors to ionizing radiation may have relevant therapeutic applications.
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Affiliation(s)
- Zana K Ahmad
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of California, San Diego, La Jolla, CA 92093-0612, USA
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