1
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Moynihan KD, Kumar MP, Sultan H, Pappas DC, Park T, Chin SM, Bessette P, Lan RY, Nguyen HC, Mathewson ND, Ni I, Chen W, Lee Y, Liao-Chan S, Chen J, Schumacher TNM, Schreiber RD, Yeung YA, Djuretic IM. IL-2 targeted to CD8+ T cells promotes robust effector T cell responses and potent antitumor immunity. Cancer Discov 2024:742835. [PMID: 38563906 DOI: 10.1158/2159-8290.cd-23-1266] [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] [Received: 10/25/2023] [Revised: 02/05/2024] [Accepted: 03/26/2024] [Indexed: 04/04/2024]
Abstract
IL-2 signals pleiotropically on diverse cell types, some of which contribute to therapeutic activity against tumors, while others drive undesired activity, such as immunosuppression or toxicity. We explored the theory that targeting of IL-2 to CD8+ T cells, which are key anti-tumor effectors, could enhance its therapeutic index. To this aim, we developed AB248, CD8 cis-targeted IL-2 that demonstrates over 500-fold preference for CD8+ T cells over NK and Treg cells, which may contribute to toxicity and immunosuppression, respectively. AB248 recapitulated IL-2's effects on CD8+ T cells in vitro and induced selective expansion of CD8+ T cells in primates. In mice, an AB248 surrogate demonstrated superior anti-tumor activity and enhanced tolerability as compared to an untargeted IL-2RBy agonist. Efficacy was associated with expansion and phenotypic enhancement of tumor-infiltrating CD8+ T cells, including the emergence of a "better effector" population. These data support the potential utility of AB248 in clinical settings.
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Affiliation(s)
| | - Manu P Kumar
- Asher Biotherapeutics, South San Franscisco, United States
| | - Hussein Sultan
- Washington University in St. Louis School of Medicine, St. Louis, Missouri, United States
| | | | - Terrence Park
- Asher Biotherapeutics, South San Franscisco, United States
| | - S Michael Chin
- Asher Biotherapeutics, South San Franscisco, United States
| | - Paul Bessette
- Asher Biotherapeutics, South San Franscisco, United States
| | - Ruth Y Lan
- Asher Bio, San Carlos, CA, United States
| | - Henry C Nguyen
- Asher Biotherapeutics, South San Franscisco, United States
| | | | - Irene Ni
- Asher Biotherapeutics, South San Franscisco, United States
| | - Wei Chen
- Asher Biotherapeutics, South San Franscisco, United States
| | - Yonghee Lee
- Asher Biotherapeutics, South San Franscisco, United States
| | | | - Jessie Chen
- Asher Biotherapeutics, South San Franscisco, United States
| | | | - Robert D Schreiber
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Yik A Yeung
- Asher Biotherapeutics, South San Francisco, United States
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2
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Alvarez Calderon F, Kang BH, Kyrysyuk O, Zheng S, Wang H, Mathewson ND, Luoma AM, Ning X, Pyrdol J, Cao X, Suvà ML, Yuan GC, Wittrup KD, Wucherpfennig KW. Targeting of the CD161 inhibitory receptor enhances T-cell-mediated immunity against hematological malignancies. Blood 2024; 143:1124-1138. [PMID: 38153903 DOI: 10.1182/blood.2023022882] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/11/2023] [Accepted: 12/17/2023] [Indexed: 12/30/2023] Open
Abstract
ABSTRACT The CD161 inhibitory receptor is highly upregulated by tumor-infiltrating T cells in multiple human solid tumor types, and its ligand, CLEC2D, is expressed by both tumor cells and infiltrating myeloid cells. Here, we assessed the role of the CD161 receptor in hematological malignancies. Systematic analysis of CLEC2D expression using the Cancer Cell Line Encyclopedia revealed that CLEC2D messenger RNA was most abundant in hematological malignancies, including B-cell and T-cell lymphomas as well as lymphocytic and myelogenous leukemias. CLEC2D protein was detected by flow cytometry on a panel of cell lines representing a diverse set of hematological malignancies. We, therefore, used yeast display to generate a panel of high-affinity, fully human CD161 monoclonal antibodies (mAbs) that blocked CLEC2D binding. These mAbs were specific for CD161 and had a similar affinity for human and nonhuman primate CD161, a property relevant for clinical translation. A high-affinity CD161 mAb enhanced key aspects of T-cell function, including cytotoxicity, cytokine production, and proliferation, against B-cell lines originating from patients with acute lymphoblastic leukemia, diffuse large B-cell lymphoma, and Burkitt lymphoma. In humanized mouse models, this CD161 mAb enhanced T-cell-mediated immunity, resulting in a significant survival benefit. Single cell RNA-seq data demonstrated that CD161 mAb treatment enhanced expression of cytotoxicity genes by CD4 T cells as well as a tissue-residency program by CD4 and CD8 T cells that is associated with favorable survival outcomes in multiple human cancer types. These fully human mAbs, thus, represent potential immunotherapy agents for hematological malignancies.
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Affiliation(s)
- Francesca Alvarez Calderon
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA
- Harvard Medical School, Boston, MA
| | - Byong H Kang
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - Oleksandr Kyrysyuk
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Shiwei Zheng
- Department of Genetics and Genomic Sciences, Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Hao Wang
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Immunology, Harvard Medical School, Boston, MA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Immunology, Harvard Medical School, Boston, MA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | - Adrienne M Luoma
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Immunology, Harvard Medical School, Boston, MA
| | - Xiaohan Ning
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Department of Immunology, Harvard Medical School, Boston, MA
| | - Jason Pyrdol
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Xuan Cao
- Department of Genetics and Genomic Sciences, Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Mario L Suvà
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA
| | - Guo-Cheng Yuan
- Department of Genetics and Genomic Sciences, Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - K Dane Wittrup
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Cambridge, MA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
- Harvard Medical School, Boston, MA
- Department of Immunology, Harvard Medical School, Boston, MA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA
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3
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Hagel KR, Arafeh R, Gang S, Arnoff TE, Larson RC, Doench JG, Mathewson ND, Wucherpfennig KW, Maus MV, Hahn WC. Systematic Interrogation of Tumor Cell Resistance to Chimeric Antigen Receptor T-cell Therapy in Pancreatic Cancer. Cancer Res 2023; 83:613-625. [PMID: 36548402 PMCID: PMC9929516 DOI: 10.1158/0008-5472.can-22-2245] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [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: 07/13/2022] [Revised: 10/18/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022]
Abstract
Chimeric antigen receptor (CAR) T-cell therapy can lead to dramatic clinical responses in B-cell malignancies. However, early clinical trials with CAR T-cell therapy in non-B-cell malignancies have been disappointing to date, suggesting that tumor-intrinsic features contribute to resistance. To investigate tumor-intrinsic modes of resistance, we performed genome scale CRISPR-Cas9 screens in mesothelin (MSLN)-expressing pancreatic cancer cells. Co-culture with MSLN-targeting CAR T cells identified both antigen-dependent and antigen-independent modes of resistance. In particular, loss of the majority of the genes involved in the pathway responsible for GPI-anchor biosynthesis and attachment abrogated the ability of CAR T cells to target pancreatic cancer cells, suggesting that disruption of this pathway may permit MSLN CAR T-cell evasion in the clinic. Antigen-independent mediators of CAR T-cell response included members of the death receptor pathway as well as genes that regulate tumor transcriptional responses, including TFAP4 and INTS12. TFAP4-mediated CAR T resistance depended on the NFκB transcription factor p65, indicating that tumor resistance to CAR T-cell therapy likely involves alterations in tumor-intrinsic states. Overall, this study uncovers multiple antigen-dependent and -independent mechanisms of CAR T-cell evasion by pancreatic cancer, paving the way for overcoming resistance in this disease that is notoriously refractory to immunotherapy. SIGNIFICANCE The identification and validation of key determinants of CAR T-cell response in pancreatic cancer provide insights into the landscape of tumor cell intrinsic resistance mechanisms and into approaches to improve therapeutic efficacy.
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Affiliation(s)
- Kimberly R Hagel
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Rand Arafeh
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sydney Gang
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Taylor E Arnoff
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Rebecca C Larson
- Cellular Immunotherapy Program, Cancer Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - John G Doench
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Nathan D Mathewson
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Kai W Wucherpfennig
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Marcela V Maus
- Cellular Immunotherapy Program, Cancer Center, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - William C Hahn
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Brigham and Women's Hospital, Boston, Massachusetts
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4
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Panditharatna E, Marques JG, Wang T, Trissal MC, Liu I, Jiang L, Beck A, Groves A, Dharia NV, Li D, Hoffman SE, Kugener G, Shaw ML, Mire HM, Hack OA, Dempster JM, Lareau C, Dai L, Sigua LH, Quezada MA, Stanton ACJ, Wyatt M, Kalani Z, Goodale A, Vazquez F, Piccioni F, Doench JG, Root DE, Anastas JN, Jones KL, Conway AS, Stopka S, Regan MS, Liang Y, Seo HS, Song K, Bashyal P, Jerome WP, Mathewson ND, Dhe-Paganon S, Suvà ML, Carcaboso AM, Lavarino C, Mora J, Nguyen QD, Ligon KL, Shi Y, Agnihotri S, Agar NY, Stegmaier K, Stiles CD, Monje M, Golub TR, Qi J, Filbin MG. BAF Complex Maintains Glioma Stem Cells in Pediatric H3K27M Glioma. Cancer Discov 2022; 12:2880-2905. [PMID: 36305736 PMCID: PMC9716260 DOI: 10.1158/2159-8290.cd-21-1491] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 08/03/2022] [Accepted: 09/15/2022] [Indexed: 01/12/2023]
Abstract
Diffuse midline gliomas are uniformly fatal pediatric central nervous system cancers that are refractory to standard-of-care therapeutic modalities. The primary genetic drivers are a set of recurrent amino acid substitutions in genes encoding histone H3 (H3K27M), which are currently undruggable. These H3K27M oncohistones perturb normal chromatin architecture, resulting in an aberrant epigenetic landscape. To interrogate for epigenetic dependencies, we performed a CRISPR screen and show that patient-derived H3K27M-glioma neurospheres are dependent on core components of the mammalian BAF (SWI/SNF) chromatin remodeling complex. The BAF complex maintains glioma stem cells in a cycling, oligodendrocyte precursor cell-like state, in which genetic perturbation of the BAF catalytic subunit SMARCA4 (BRG1), as well as pharmacologic suppression, opposes proliferation, promotes progression of differentiation along the astrocytic lineage, and improves overall survival of patient-derived xenograft models. In summary, we demonstrate that therapeutic inhibition of the BAF complex has translational potential for children with H3K27M gliomas. SIGNIFICANCE Epigenetic dysregulation is at the core of H3K27M-glioma tumorigenesis. Here, we identify the BRG1-BAF complex as a critical regulator of enhancer and transcription factor landscapes, which maintain H3K27M glioma in their progenitor state, precluding glial differentiation, and establish pharmacologic targeting of the BAF complex as a novel treatment strategy for pediatric H3K27M glioma. See related commentary by Beytagh and Weiss, p. 2730. See related article by Mo et al., p. 2906.
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Affiliation(s)
- Eshini Panditharatna
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Joana G. Marques
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Tingjian Wang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Maria C. Trissal
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Ilon Liu
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Li Jiang
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Alexander Beck
- Center for Neuropathology, Ludwig Maximilian University of Munich, Munich, Germany
| | - Andrew Groves
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Neekesh V. Dharia
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Deyao Li
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Samantha E. Hoffman
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Guillaume Kugener
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - McKenzie L. Shaw
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Hafsa M. Mire
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Olivia A. Hack
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Joshua M. Dempster
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Caleb Lareau
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Pathology, Stanford University, Stanford, California
| | - Lingling Dai
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Logan H. Sigua
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Michael A. Quezada
- Department of Neurology, Stanford University School of Medicine, Stanford, California
| | - Ann-Catherine J. Stanton
- Department of Neurosurgery, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Meghan Wyatt
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Zohra Kalani
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Amy Goodale
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Francisca Vazquez
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Federica Piccioni
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
- Merck Research Laboratories, Cambridge, Massachusetts
| | - John G. Doench
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - David E. Root
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Jamie N. Anastas
- Division of Newborn Medicine and Epigenetics Program, Department of Medicine, Boston Children's Hospital, Boston, Massachusetts
- Department of Neurosurgery and Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, Texas
| | - Kristen L. Jones
- Lurie Family Imaging Center, Center for Biomedical Imaging in Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Sylwia Stopka
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Michael S. Regan
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Yu Liang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Hyuk-Soo Seo
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Kijun Song
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Puspalata Bashyal
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - William P. Jerome
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Nathan D. Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
- Department of Microbiology and Immunobiology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
- Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Sirano Dhe-Paganon
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Mario L. Suvà
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Klarman Cell Observatory, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Angel M. Carcaboso
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Cinzia Lavarino
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Jaume Mora
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
| | - Quang-De Nguyen
- Lurie Family Imaging Center, Center for Biomedical Imaging in Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Keith L. Ligon
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Yang Shi
- Division of Newborn Medicine and Epigenetics Program, Department of Medicine, Boston Children's Hospital, Boston, Massachusetts
- Ludwig Institute for Cancer Research, Oxford Branch, Oxford University, Oxford, United Kingdom
| | - Sameer Agnihotri
- Department of Neurosurgery, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Nathalie Y.R. Agar
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Charles D. Stiles
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, California
| | - Todd R. Golub
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Jun Qi
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Mariella G. Filbin
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
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5
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Mathewson ND, Moynihan KD, Sleiman S, Chen W, Bessette P, Kimberlin C, Wigton E, Pappas D, Park T, Schumacher TN, Gill SI, Yeung YA, Djuretic I. Abstract 561: CAR-targeted IL-2 drives selective CAR-T cell expansion and improves anti-tumor efficacy. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-561] [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
Chimeric antigen receptor T cell (CAR-T) therapies have transformed the treatment of some hematological malignancies and are showing promising preliminary results in solid tumors. Recent studies have shown that in vivo expansion and persistence of CAR-Ts are correlated with improved therapeutic outcomes in patients. Administration of IL-2 enhances CAR-T engraftment, persistence, and functionality in preclinical models. However, the clinical potential of IL-2 stimulation with cell therapies is limited using current molecules due to severe toxicity of high-dose IL-2 and the inadequate selectivity of existing engineered IL-2 variants which expand multiple endogenous cells in addition to CAR-T cells. To address this challenge, we have applied our cis-targeting technology to develop CAR-T selective IL-2 fusion molecules that specifically activate CAR-Ts, while exhibiting minimal activity on CAR-negative cells. Cis-targeted IL-2 fusions are comprised of a fusion between a targeting antibody and an IL-2 mutein having attenuated binding to IL2R⍺ and IL2Rβ. The attenuated cytokine selectively binds and activates IL-2 receptors on CAR-Ts via the avidity provided by the targeting arm. We engineered two cis-targeted CAR-T selective IL-2 fusions, CAR-IL2 or EGFRt-IL2. CAR-IL2 targets the FMC63 CAR directly without blocking CD19 antigen recognition, enabling targeting of approved anti-CD19 CAR-T products, and EGFRt-IL2 targets the EGFRt tag co-expressed with the CAR. Molecules were characterized in vitro using primary human CAR-transduced T cells. The in vivo activity was examined using tumor bearing NSG mice infused with human CAR-Ts. The specificity of the CAR-IL2 or EGFRt-IL2 molecules was demonstrated by their ability to selectively induce pSTAT5 signaling resulting in >1000-fold preferential STAT5 activity in CAR-expressing cells compared to CAR-negative cells. The ability of the fusion proteins to selectively expand CAR-Ts in vivo was shown through a substantial and specific expansion of the infused CAR-Ts. The CAR-T fraction increased from approximately 50% of infused T cells, to over 93% of T cells, demonstrating a nearly 40-fold expansion in vivo. Re-expansion of CAR-Ts was demonstrated after allowing the CAR-Ts to rest in vivo >100 days; re-dosing resulted in significant and selective re-expansion of CAR-T cells. Furthermore, treatment with the CAR-IL2 molecule enhanced tumor regression of CD19+ lymphoma-bearing mice infused with suboptimal doses of CAR-Ts. Together, these data demonstrate that our cis-targeted IL-2 molecules selectively activate CAR-Ts in vitro and enhance CAR-T expansion and anti-tumor efficacy in vivo. Cis-targeted IL-2 fusion molecules directed by anti-CAR or anti-tag antibodies represent a promising approach to confer enhanced CAR-T activity in a specific and temporally controlled manner.
Citation Format: Nathan D. Mathewson, Kelly D. Moynihan, Sara Sleiman, Wei Chen, Paul Bessette, Christopher Kimberlin, Eric Wigton, Danielle Pappas, Terrence Park, Ton N. Schumacher, Saar I. Gill, Yik Andy Yeung, Ivana Djuretic. CAR-targeted IL-2 drives selective CAR-T cell expansion and improves anti-tumor efficacy [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 561.
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Affiliation(s)
| | | | | | - Wei Chen
- 1Asher Biotherapeutics, Inc, South San Francisco, CA
| | - Paul Bessette
- 1Asher Biotherapeutics, Inc, South San Francisco, CA
| | | | - Eric Wigton
- 1Asher Biotherapeutics, Inc, South San Francisco, CA
| | | | - Terrence Park
- 1Asher Biotherapeutics, Inc, South San Francisco, CA
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6
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Bachireddy P, Ennis C, Nguyen VN, Gohil SH, Clement K, Shukla SA, Forman J, Barkas N, Freeman S, Bavli N, Elagina L, Leshchiner I, Mohammad AW, Mathewson ND, Keskin DB, Rassenti LZ, Kipps TJ, Brown JR, Getz G, Ho VT, Gnirke A, Neuberg D, Soiffer RJ, Ritz J, Alyea EP, Kharchenko PV, Wu CJ. Distinct evolutionary paths in chronic lymphocytic leukemia during resistance to the graft-versus-leukemia effect. Sci Transl Med 2021; 12:12/561/eabb7661. [PMID: 32938797 DOI: 10.1126/scitranslmed.abb7661] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 07/24/2020] [Indexed: 12/31/2022]
Abstract
Leukemic relapse remains a major barrier to successful allogeneic hematopoietic stem cell transplantation (allo-HSCT) for aggressive hematologic malignancies. The basis for relapse of advanced lymphoid malignancies remains incompletely understood and may involve escape from the graft-versus-leukemia (GvL) effect. We hypothesized that for patients with chronic lymphocytic leukemia (CLL) treated with allo-HSCT, leukemic cell-intrinsic features influence transplant outcomes by directing the evolutionary trajectories of CLL cells. Integrated genetic, transcriptomic, and epigenetic analyses of CLL cells from 10 patients revealed that the clinical kinetics of post-HSCT relapse are shaped by distinct molecular dynamics. Early relapses after allo-HSCT exhibited notable genetic stability; single CLL cell transcriptional analysis demonstrated a cellular heterogeneity that was static over time. In contrast, CLL cells relapsing late after allo-HSCT displayed notable genetic evolution and evidence of neoantigen depletion, consistent with marked single-cell transcriptional shifts that were unique to each patient. We observed a greater rate of epigenetic change for late relapses not seen in early relapses or relapses after chemotherapy alone, suggesting that the selection pressures of the GvL bottleneck are unlike those imposed by chemotherapy. No selective advantage for human leukocyte antigen (HLA) loss was observed, even when present in pretransplant subpopulations. Gain of stem cell modules was a common signature associated with leukemia relapse regardless of posttransplant relapse kinetics. These data elucidate the biological pathways that underlie GvL resistance and posttransplant relapse.
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Affiliation(s)
- Pavan Bachireddy
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Christina Ennis
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Vinhkhang N Nguyen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Satyen H Gohil
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Department of Academic Haematology, University College London, London WC1E 6BT, UK
| | - Kendell Clement
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Center for Cancer Research, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Sachet A Shukla
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Juliet Forman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Nikolaos Barkas
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Samuel Freeman
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Natalie Bavli
- Division of Hematology and Oncology, UT Southwestern, Dallas, TX 75390, USA
| | | | | | | | - Nathan D Mathewson
- Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Derin B Keskin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Laura Z Rassenti
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Thomas J Kipps
- Moores Cancer Center, University of California, San Diego, La Jolla, CA 92037, USA
| | - Jennifer R Brown
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Gad Getz
- Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Center for Cancer Research, Massachusetts General Hospital, Boston, MA 02114, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Vincent T Ho
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Andreas Gnirke
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Donna Neuberg
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Robert J Soiffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Jerome Ritz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Edwin P Alyea
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA.,Harvard Medical School, Boston, MA 02115, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Peter V Kharchenko
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.,Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Catherine J Wu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA. .,Harvard Medical School, Boston, MA 02115, USA.,Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
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7
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Hara T, Chanoch-Myers R, Mathewson ND, Myskiw C, Atta L, Bussema L, Eichhorn SW, Greenwald AC, Kinker GS, Rodman C, Gonzalez Castro LN, Wakimoto H, Rozenblatt-Rosen O, Zhuang X, Fan J, Hunter T, Verma IM, Wucherpfennig KW, Regev A, Suvà ML, Tirosh I. Interactions between cancer cells and immune cells drive transitions to mesenchymal-like states in glioblastoma. Cancer Cell 2021; 39:779-792.e11. [PMID: 34087162 PMCID: PMC8366750 DOI: 10.1016/j.ccell.2021.05.002] [Citation(s) in RCA: 216] [Impact Index Per Article: 72.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 02/19/2021] [Accepted: 05/05/2021] [Indexed: 02/07/2023]
Abstract
The mesenchymal subtype of glioblastoma is thought to be determined by both cancer cell-intrinsic alterations and extrinsic cellular interactions, but remains poorly understood. Here, we dissect glioblastoma-to-microenvironment interactions by single-cell RNA sequencing analysis of human tumors and model systems, combined with functional experiments. We demonstrate that macrophages induce a transition of glioblastoma cells into mesenchymal-like (MES-like) states. This effect is mediated, both in vitro and in vivo, by macrophage-derived oncostatin M (OSM) that interacts with its receptors (OSMR or LIFR) in complex with GP130 on glioblastoma cells and activates STAT3. We show that MES-like glioblastoma states are also associated with increased expression of a mesenchymal program in macrophages and with increased cytotoxicity of T cells, highlighting extensive alterations of the immune microenvironment with potential therapeutic implications.
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Affiliation(s)
- Toshiro Hara
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Rony Chanoch-Myers
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Nathan D Mathewson
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Chad Myskiw
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Lyla Atta
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Lillian Bussema
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Stephen W Eichhorn
- Howard Hughes Medical Institute, Harvard University, Cambridge, MA 02138, USA; Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA 02138, USA
| | - Alissa C Greenwald
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Gabriela S Kinker
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel; Department of Physiology, Institute of Bioscience, University of Sao Paulo, Sao Paulo, Brazil
| | - Christopher Rodman
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - L Nicolas Gonzalez Castro
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Neurology and Center for Neuro-Oncology, Brigham and Women's - Dana-Farber Cancer Center and Harvard Medical School, Boston, MA 02115, USA
| | - Hiroaki Wakimoto
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Orit Rozenblatt-Rosen
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Xiaowei Zhuang
- Howard Hughes Medical Institute, Harvard University, Cambridge, MA 02138, USA; Department of Chemistry and Chemical Biology, Department of Physics, Harvard University, Cambridge, MA 02138, USA
| | - Jean Fan
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Tony Hunter
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Inder M Verma
- Laboratory of Genetics, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Kai W Wucherpfennig
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Koch Institute for Integrative Cancer Research, Department of Biology, MIT, Cambridge, MA 02139, USA
| | - Mario L Suvà
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
| | - Itay Tirosh
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel.
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8
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Chiocca EA, Solomon I, Nakashima H, Lawler SE, Triggs D, Zhang A, Grant J, Reardon DA, Wen PY, Lee EQ, Ligon KL, Pisano W, Rodig SJ, Suva M, Wucherpfennig K, Gritsch S, Mathewson ND, Krisky D, Aguilar-Cordova E, Aguilar LK. First-in-human CAN-3110 (ICP-34.5 expressing HSV-1 oncolytic virus) in patients with recurrent high-grade glioma. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.2009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2009 Background: Recurrent glioma patients have few therapeutic options and an expected survival of only 7 to 10 months. New treatments to improve the prognosis of this patient population are a dire medical need. Oncolytic viruses (OVs) are emerging as important new agents for cancer treatment. The first FDA approved OV was talimogene laherparepvec (Imlygic, T-Vec) for treatment of melanoma. T-Vec, as most other clinical HSV-1 based OVs, is deleted in the ICP34.5 gene, which is responsible for HSV-1 neurovirulence. However, deletion of ICP34.5 also impedes efficient viral replication. CAN-3110 (rQNestin34.5v2) maintains a copy of the HSV1 ICP34.5 gene under transcriptional control of the tumor-specific promoter for nestin to drive robust tumor-selective replication. CAN-3110 replicates in malignant glioma cells far above levels seen with ICP34.5 deleted viruses. This potency also created the hypothetical risk for increased neurovirulence, thus the regulatory advice to conduct a cautious nine-dose-level Phase-1 dose escalation study in patients with recurrent high-grade glioma (HGG). Methods: From September 2017 to February 2020, thirty patients with biopsy-confirmed recurrent high-grade glioma were treated in an open label clinical trial. Patients with multifocal, multicentric, tumors larger than 5 cm, and tumors that had recurred multiple times were eligible. All patients received best standard of care treatments as indicated by their physician. CAN-3110 was injected intratumorally starting at 1x106 plaque forming units (pfu) and dose-escalating (3+3 design) by half log increments up to 1x1010 pfu. Tissue (when possible) and blood samples were obtained before and during treatment for experimental medicine analyses. Results: CAN-3110 was well tolerated with no dose limiting toxicity observed. The initial tissue diagnosis of the recurrent tumor for the 30 subjects was 26 glioblastoma, 3 anaplastic oligodendroglioma, and 1 anaplastic astrocytoma. The median overall survival (mOS) of the entire study group is 13.25 months. Post-treatment tissue is available for 18/30 subjects and revealed persistence of HSV antigen and CD8+ T cell infiltrates. Additional response, immunologic (including T cell receptor repertoire), transcriptomic and single cell RNA sequencing analyses are ongoing. Conclusions: Administration of CAN-3110 into recurrent glioma was well tolerated without evidence of ICP34.5-induced encephalitis/meningitis. Histological and molecular analyses showed evidence of biological activity and that CAN-3110 injection was associated with immune activation and viral antigen persistence. Although definitive clinical efficacy cannot be determined in this small phase 1 study, OS of CAN-3110 treated subjects compares favorably to historical reports and warrants further clinical studies. Clinical trial information: NCT03152318.
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Affiliation(s)
| | | | | | | | | | | | | | - David A. Reardon
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - Patrick Y. Wen
- Dana-Farber/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | | | - Keith L. Ligon
- Dana-Farber/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
| | | | - Scott J. Rodig
- Department of Pathology and Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Mario Suva
- Massachusetts General Hospital, Boston, MA
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9
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Kumar S, Zeng Z, Bagati A, Tay RE, Sanz LA, Hartono SR, Ito Y, Abderazzaq F, Hatchi E, Jiang P, Cartwright ANR, Olawoyin O, Mathewson ND, Pyrdol JW, Li MZ, Doench JG, Booker MA, Tolstorukov MY, Elledge SJ, Chédin F, Liu XS, Wucherpfennig KW. CARM1 Inhibition Enables Immunotherapy of Resistant Tumors by Dual Action on Tumor Cells and T Cells. Cancer Discov 2021; 11:2050-2071. [PMID: 33707234 DOI: 10.1158/2159-8290.cd-20-1144] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 02/05/2021] [Accepted: 03/08/2021] [Indexed: 12/17/2022]
Abstract
A number of cancer drugs activate innate immune pathways in tumor cells but unfortunately also compromise antitumor immune function. We discovered that inhibition of CARM1, an epigenetic enzyme and cotranscriptional activator, elicited beneficial antitumor activity in both cytotoxic T cells and tumor cells. In T cells, Carm1 inactivation substantially enhanced their antitumor function and preserved memory-like populations required for sustained antitumor immunity. In tumor cells, Carm1 inactivation induced a potent type 1 interferon response that sensitized resistant tumors to cytotoxic T cells. Substantially increased numbers of dendritic cells, CD8 T cells, and natural killer cells were present in Carm1-deficient tumors, and infiltrating CD8 T cells expressed low levels of exhaustion markers. Targeting of CARM1 with a small molecule elicited potent antitumor immunity and sensitized resistant tumors to checkpoint blockade. Targeting of this cotranscriptional regulator thus offers an opportunity to enhance immune function while simultaneously sensitizing resistant tumor cells to immune attack. SIGNIFICANCE: Resistance to cancer immunotherapy remains a major challenge. Targeting of CARM1 enables immunotherapy of resistant tumors by enhancing T-cell functionality and preserving memory-like T-cell populations within tumors. CARM1 inhibition also sensitizes resistant tumor cells to immune attack by inducing a tumor cell-intrinsic type 1 interferon response.This article is highlighted in the In This Issue feature, p. 1861.
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Affiliation(s)
- Sushil Kumar
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Zexian Zeng
- Department of Data Sciences, Dana-Farber Cancer Institute, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Archis Bagati
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Rong En Tay
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Lionel A Sanz
- Department of Molecular and Cellular Biology and Genome Center, University of California, Davis, California
| | - Stella R Hartono
- Department of Molecular and Cellular Biology and Genome Center, University of California, Davis, California
| | - Yoshinaga Ito
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Fieda Abderazzaq
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Elodie Hatchi
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Peng Jiang
- Department of Data Sciences, Dana-Farber Cancer Institute, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.,Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Adam N R Cartwright
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Olamide Olawoyin
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Yale School of Medicine, New Haven, Connecticut
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Jason W Pyrdol
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Mamie Z Li
- Department of Genetics, Harvard Medical School and Division of Genetics, Department of Medicine, Howard Hughes Medical Institute, Brigham and Women's Hospital, Boston, Massachusetts
| | - John G Doench
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Matthew A Booker
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Michael Y Tolstorukov
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Stephen J Elledge
- Department of Genetics, Harvard Medical School and Division of Genetics, Department of Medicine, Howard Hughes Medical Institute, Brigham and Women's Hospital, Boston, Massachusetts
| | - Frédéric Chédin
- Department of Molecular and Cellular Biology and Genome Center, University of California, Davis, California
| | - X Shirley Liu
- Department of Data Sciences, Dana-Farber Cancer Institute, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Department of Immunology, Harvard Medical School, Boston, Massachusetts.,Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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10
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Mathewson ND, Ashenberg O, Tirosh I, Gritsch S, Perez EM, Marx S, Jerby-Arnon L, Chanoch-Myers R, Hara T, Richman AR, Ito Y, Pyrdol J, Friedrich M, Schumann K, Poitras MJ, Gokhale PC, Gonzalez Castro LN, Shore ME, Hebert CM, Shaw B, Cahill HL, Drummond M, Zhang W, Olawoyin O, Wakimoto H, Rozenblatt-Rosen O, Brastianos PK, Liu XS, Jones PS, Cahill DP, Frosch MP, Louis DN, Freeman GJ, Ligon KL, Marson A, Chiocca EA, Reardon DA, Regev A, Suvà ML, Wucherpfennig KW. Inhibitory CD161 receptor identified in glioma-infiltrating T cells by single-cell analysis. Cell 2021; 184:1281-1298.e26. [PMID: 33592174 PMCID: PMC7935772 DOI: 10.1016/j.cell.2021.01.022] [Citation(s) in RCA: 189] [Impact Index Per Article: 63.0] [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: 08/28/2019] [Revised: 11/03/2020] [Accepted: 01/19/2021] [Indexed: 12/17/2022]
Abstract
T cells are critical effectors of cancer immunotherapies, but little is known about their gene expression programs in diffuse gliomas. Here, we leverage single-cell RNA sequencing (RNA-seq) to chart the gene expression and clonal landscape of tumor-infiltrating T cells across 31 patients with isocitrate dehydrogenase (IDH) wild-type glioblastoma and IDH mutant glioma. We identify potential effectors of anti-tumor immunity in subsets of T cells that co-express cytotoxic programs and several natural killer (NK) cell genes. Analysis of clonally expanded tumor-infiltrating T cells further identifies the NK gene KLRB1 (encoding CD161) as a candidate inhibitory receptor. Accordingly, genetic inactivation of KLRB1 or antibody-mediated CD161 blockade enhances T cell-mediated killing of glioma cells in vitro and their anti-tumor function in vivo. KLRB1 and its associated transcriptional program are also expressed by substantial T cell populations in other human cancers. Our work provides an atlas of T cells in gliomas and highlights CD161 and other NK cell receptors as immunotherapy targets.
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Affiliation(s)
- Nathan D Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Immunology, Harvard Medical School, Boston, MA, USA; Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Orr Ashenberg
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Itay Tirosh
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Simon Gritsch
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth M Perez
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA; Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Sascha Marx
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Immunology, Harvard Medical School, Boston, MA, USA
| | - Livnat Jerby-Arnon
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Rony Chanoch-Myers
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Toshiro Hara
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Alyssa R Richman
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Yoshinaga Ito
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Immunology, Harvard Medical School, Boston, MA, USA
| | - Jason Pyrdol
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mirco Friedrich
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kathrin Schumann
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA, USA; Institute for Medical Microbiology, Immunology and Hygiene, Technische Universität München (TUM), Munich, Germany
| | - Michael J Poitras
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Prafulla C Gokhale
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - L Nicolas Gonzalez Castro
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Marni E Shore
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Christine M Hebert
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Brian Shaw
- Departments of Neurology and Radiation Oncology, Divisions of Hematology/Oncology and Neuro-Oncology, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA 02114, USA
| | - Heather L Cahill
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Matthew Drummond
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Wubing Zhang
- Department of Data Science, Dana-Farber Cancer Institute, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Olamide Olawoyin
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Hiroaki Wakimoto
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Orit Rozenblatt-Rosen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Genentech, South San Francisco, CA, USA
| | - Priscilla K Brastianos
- Departments of Neurology and Radiation Oncology, Divisions of Hematology/Oncology and Neuro-Oncology, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA 02114, USA
| | - X Shirley Liu
- Department of Data Science, Dana-Farber Cancer Institute, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Pamela S Jones
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Daniel P Cahill
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114 USA
| | - Matthew P Frosch
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - David N Louis
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Gordon J Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Keith L Ligon
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Alexander Marson
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - E Antonio Chiocca
- Department of Neurosurgery, Brigham and Women's Hospital, Boston, MA, USA
| | - David A Reardon
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| | - Aviv Regev
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Genentech, South San Francisco, CA, USA; Howard Hughes Medical Institute, Koch Institute for Integrative Cancer Research, Department of Biology, MIT, Cambridge, MA 02139, USA.
| | - Mario L Suvà
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA.
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Immunology, Harvard Medical School, Boston, MA, USA; Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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11
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Bagati A, Kumar S, Jiang P, Pyrdol J, Zou AE, Godicelj A, Mathewson ND, Cartwright ANR, Cejas P, Brown M, Giobbie-Hurder A, Dillon D, Agudo J, Mittendorf EA, Liu XS, Wucherpfennig KW. Integrin αvβ6-TGFβ-SOX4 Pathway Drives Immune Evasion in Triple-Negative Breast Cancer. Cancer Cell 2021; 39:54-67.e9. [PMID: 33385331 PMCID: PMC7855651 DOI: 10.1016/j.ccell.2020.12.001] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 09/18/2020] [Accepted: 12/01/2020] [Indexed: 02/07/2023]
Abstract
Cancer immunotherapy shows limited efficacy against many solid tumors that originate from epithelial tissues, including triple-negative breast cancer (TNBC). We identify the SOX4 transcription factor as an important resistance mechanism to T cell-mediated cytotoxicity for TNBC cells. Mechanistic studies demonstrate that inactivation of SOX4 in tumor cells increases the expression of genes in a number of innate and adaptive immune pathways important for protective tumor immunity. Expression of SOX4 is regulated by the integrin αvβ6 receptor on the surface of tumor cells, which activates TGFβ from a latent precursor. An integrin αvβ6/8-blocking monoclonal antibody (mAb) inhibits SOX4 expression and sensitizes TNBC cells to cytotoxic T cells. This integrin mAb induces a substantial survival benefit in highly metastatic murine TNBC models poorly responsive to PD-1 blockade. Targeting of the integrin αvβ6-TGFβ-SOX4 pathway therefore provides therapeutic opportunities for TNBC and other highly aggressive human cancers of epithelial origin.
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MESH Headings
- Animals
- Antibodies, Monoclonal/administration & dosage
- Antibodies, Monoclonal/pharmacology
- Antigens, Neoplasm/genetics
- Antigens, Neoplasm/metabolism
- Antineoplastic Agents, Immunological/therapeutic use
- Cell Line, Tumor
- Drug Resistance, Neoplasm
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Integrins/antagonists & inhibitors
- Integrins/genetics
- Integrins/metabolism
- Mice
- Neoplasm Transplantation
- SOXC Transcription Factors/genetics
- SOXC Transcription Factors/metabolism
- Sequence Analysis, RNA
- Signal Transduction/drug effects
- T-Lymphocytes, Cytotoxic/drug effects
- T-Lymphocytes, Cytotoxic/metabolism
- Transforming Growth Factor beta/genetics
- Triple Negative Breast Neoplasms/drug therapy
- Triple Negative Breast Neoplasms/genetics
- Triple Negative Breast Neoplasms/immunology
- Tumor Escape/drug effects
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Archis Bagati
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA; Department of Immunology, Harvard Medical School, Boston, MA 02215, USA; Ludwig Center at Harvard, Harvard Medical School, Boston, MA 02215, USA
| | - Sushil Kumar
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA; Department of Immunology, Harvard Medical School, Boston, MA 02215, USA
| | - Peng Jiang
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jason Pyrdol
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Angela E Zou
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Anze Godicelj
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA; Department of Immunology, Harvard Medical School, Boston, MA 02215, USA
| | - Adam N R Cartwright
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA; Department of Immunology, Harvard Medical School, Boston, MA 02215, USA
| | - Paloma Cejas
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Myles Brown
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Anita Giobbie-Hurder
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Deborah Dillon
- Department of Pathology, Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Judith Agudo
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA; Department of Immunology, Harvard Medical School, Boston, MA 02215, USA
| | - Elizabeth A Mittendorf
- Division of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, MA 02215, USA; Breast Oncology Program, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - X Shirley Liu
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Smith Building, Room 736, 450 Brookline Avenue, Boston, MA 02215, USA; Department of Immunology, Harvard Medical School, Boston, MA 02215, USA; Department of Neurology, Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02215, USA; Ludwig Center at Harvard, Harvard Medical School, Boston, MA 02215, USA.
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12
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Englinger B, Gojo J, Jiang L, Hübner JM, Shaw ML, Hack OA, Madlener S, Kirchhofer D, Liu I, Pyrdol J, Hovestadt V, Mazzola E, Mathewson ND, Trissal M, Lötsch D, Berger W, Dorfer C, Haberler C, Halfmann A, Mayr L, Peyrl A, Geyeregger R, Pajtler KW, Milde T, Geduldig JE, Pelton K, Czech T, Ashenberg O, Wucherpfennig KW, Rozenblatt-Rosen O, Alexandrescu S, Ligon KL, Pfister SM, Regev A, Slavc I, Suva ML, Kool M, Filbin M. EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ. Neuro Oncol 2020. [PMCID: PMC7715721 DOI: 10.1093/neuonc/noaa222.158] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Ependymoma represents a heterogeneous disease affecting the entire neuraxis. Extensive molecular profiling efforts have identified molecular ependymoma subgroups based on DNA methylation. However, the intratumoral heterogeneity and developmental origins of these groups are only partially understood, and effective treatments are still lacking for about 50% of patients with high-risk tumors. We interrogated the cellular architecture of ependymoma using single cell/nucleus RNA-sequencing to analyze 24 tumor specimens across major molecular subgroups and anatomic locations. We additionally analyzed ten patient-derived ependymoma cell models and two patient-derived xenografts (PDXs). Interestingly, we identified an analogous cellular hierarchy across all ependymoma groups, originating from undifferentiated neural stem cell-like populations towards different degrees of impaired differentiation states comprising neuronal precursor-like, astro-glial-like, and ependymal-like tumor cells. While prognostically favorable ependymoma groups predominantly harbored differentiated cell populations, aggressive groups were enriched for undifferentiated subpopulations. Projection of transcriptomic signatures onto an independent bulk RNA-seq cohort stratified patient survival even within known molecular groups, thus refining the prognostic power of DNA methylation-based profiling. Furthermore, we identified novel potentially druggable targets including IGF- and FGF-signaling within poorly prognostic transcriptional programs. Ependymoma-derived cell models/PDXs widely recapitulated the transcriptional programs identified within fresh tumors and are leveraged to validate identified target genes in functional follow-up analyses. Taken together, our analyses reveal a developmental hierarchy and transcriptomic context underlying the biologically and clinically distinct behavior of ependymoma groups. The newly characterized cellular states and underlying regulatory networks could serve as basis for future therapeutic target identification and reveal biomarkers for clinical trials.
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Affiliation(s)
- Bernhard Englinger
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Johannes Gojo
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
| | - Li Jiang
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Jens M Hübner
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, BW, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, BW, Germany
| | - McKenzie L Shaw
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Olivia A Hack
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Sibylle Madlener
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
| | - Dominik Kirchhofer
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Vienna, Austria
| | - Ilon Liu
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Jason Pyrdol
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Volker Hovestadt
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Emanuele Mazzola
- Department of Biostatistics & Computational Biology, Boston, MA, USA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Maria Trissal
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Daniela Lötsch
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Vienna, Austria
| | - Walter Berger
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University of Vienna, Vienna, Vienna, Austria
| | - Christine Haberler
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Vienna, Austria
| | - Angela Halfmann
- Clinical Cell Biology, Children’s Cancer Research Institute (CCRI), St Anna Kinderkrebsforschung, Vienna, Vienna, Austria
| | - Lisa Mayr
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
| | - Rene Geyeregger
- Clinical Cell Biology, Children’s Cancer Research Institute (CCRI), St Anna Kinderkrebsforschung, Vienna, Vienna, Austria
| | - Kristian W Pajtler
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, BW, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, BW, Germany
| | - Till Milde
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, BW, Germany
- Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, Heidelberg, BW, Germany
| | - Jack E Geduldig
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kristine Pelton
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Thomas Czech
- Department of Neurosurgery, Medical University of Vienna, Vienna, Vienna, Austria
| | - Orr Ashenberg
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | | | | | - Keith L Ligon
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Oncologic Pathology, Brigham and Women’s Hospital, Boston Children’s Hospital, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Stefan M Pfister
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, BW, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, BW, Germany
| | - Aviv Regev
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Howard Hughes Medical Institute and Koch Institute of Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Vienna, Austria
| | - Mario L Suva
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Marcel Kool
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, BW, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, BW, Germany
| | - Mariella Filbin
- Department of Pediatric Oncology, Dana-Farber Boston Children’s Cancer and Blood Disorders Center, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
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13
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Gojo J, Englinger B, Jiang L, Hübner JM, Shaw ML, Hack OA, Madlener S, Kirchhofer D, Liu I, Pyrdol J, Hovestadt V, Mazzola E, Mathewson ND, Trissal M, Lötsch D, Dorfer C, Haberler C, Halfmann A, Mayr L, Peyrl A, Geyeregger R, Schwalm B, Mauermann M, Pajtler KW, Milde T, Shore ME, Geduldig JE, Pelton K, Czech T, Ashenberg O, Wucherpfennig KW, Rozenblatt-Rosen O, Alexandrescu S, Ligon KL, Pfister SM, Regev A, Slavc I, Berger W, Suvà ML, Kool M, Filbin MG. Single-Cell RNA-Seq Reveals Cellular Hierarchies and Impaired Developmental Trajectories in Pediatric Ependymoma. Cancer Cell 2020; 38:44-59.e9. [PMID: 32663469 PMCID: PMC7479515 DOI: 10.1016/j.ccell.2020.06.004] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 03/26/2020] [Accepted: 06/03/2020] [Indexed: 02/07/2023]
Abstract
Ependymoma is a heterogeneous entity of central nervous system tumors with well-established molecular groups. Here, we apply single-cell RNA sequencing to analyze ependymomas across molecular groups and anatomic locations to investigate their intratumoral heterogeneity and developmental origins. Ependymomas are composed of a cellular hierarchy initiating from undifferentiated populations, which undergo impaired differentiation toward three lineages of neuronal-glial fate specification. While prognostically favorable groups of ependymoma predominantly harbor differentiated cells, aggressive groups are enriched for undifferentiated cell populations. The delineated transcriptomic signatures correlate with patient survival and define molecular dependencies for targeted treatment approaches. Taken together, our analyses reveal a developmental hierarchy underlying ependymomas relevant to biological and clinical behavior.
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Affiliation(s)
- Johannes Gojo
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Bernhard Englinger
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Li Jiang
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Jens M Hübner
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - McKenzie L Shaw
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Olivia A Hack
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Sibylle Madlener
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Dominik Kirchhofer
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria; Institute of Cancer Research, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Ilon Liu
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Jason Pyrdol
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Volker Hovestadt
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Emanuele Mazzola
- Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Maria Trissal
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Daniela Lötsch
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria; Institute of Cancer Research, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria; Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria
| | - Christine Haberler
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090 Vienna, Austria
| | - Angela Halfmann
- Clinical Cell Biology, Children's Cancer Research Institute (CCRI), 1090 Vienna, Austria
| | - Lisa Mayr
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Rene Geyeregger
- Clinical Cell Biology, Children's Cancer Research Institute (CCRI), 1090 Vienna, Austria
| | - Benjamin Schwalm
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Monica Mauermann
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Marni E Shore
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Jack E Geduldig
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Kristine Pelton
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Thomas Czech
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria
| | - Orr Ashenberg
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Orit Rozenblatt-Rosen
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Sanda Alexandrescu
- Department of Pathology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Keith L Ligon
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Stefan M Pfister
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Paediatric Haematology and Oncology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Aviv Regev
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02140, USA
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Walter Berger
- Institute of Cancer Research, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Mario L Suvà
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Marcel Kool
- Hopp Children's Cancer Center (KiTZ), 69120 Heidelberg, Germany; Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands
| | - Mariella G Filbin
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
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14
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Keskin DB, Anandappa AJ, Sun J, Tirosh I, Mathewson ND, Li S, Oliveira G, Giobbie-Hurder A, Felt K, Gjini E, Shukla SA, Hu Z, Li L, Le PM, Allesøe RL, Richman AR, Kowalczyk MS, Abdelrahman S, Geduldig JE, Charbonneau S, Pelton K, Iorgulescu JB, Elagina L, Zhang W, Olive O, McCluskey C, Olsen LR, Stevens J, Lane WJ, Salazar AM, Daley H, Wen PY, Chiocca EA, Harden M, Lennon NJ, Gabriel S, Getz G, Lander ES, Regev A, Ritz J, Neuberg D, Rodig SJ, Ligon KL, Suvà ML, Wucherpfennig KW, Hacohen N, Fritsch EF, Livak KJ, Ott PA, Wu CJ, Reardon DA. Neoantigen vaccine generates intratumoral T cell responses in phase Ib glioblastoma trial. Nature 2019; 565:234-239. [PMID: 30568305 PMCID: PMC6546179 DOI: 10.1038/s41586-018-0792-9] [Citation(s) in RCA: 821] [Impact Index Per Article: 164.2] [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: 04/26/2018] [Accepted: 10/01/2018] [Indexed: 12/14/2022]
Abstract
Neoantigens, which are derived from tumour-specific protein-coding mutations, are exempt from central tolerance, can generate robust immune responses1,2 and can function as bona fide antigens that facilitate tumour rejection3. Here we demonstrate that a strategy that uses multi-epitope, personalized neoantigen vaccination, which has previously been tested in patients with high-risk melanoma4-6, is feasible for tumours such as glioblastoma, which typically have a relatively low mutation load1,7 and an immunologically 'cold' tumour microenvironment8. We used personalized neoantigen-targeting vaccines to immunize patients newly diagnosed with glioblastoma following surgical resection and conventional radiotherapy in a phase I/Ib study. Patients who did not receive dexamethasone-a highly potent corticosteroid that is frequently prescribed to treat cerebral oedema in patients with glioblastoma-generated circulating polyfunctional neoantigen-specific CD4+ and CD8+ T cell responses that were enriched in a memory phenotype and showed an increase in the number of tumour-infiltrating T cells. Using single-cell T cell receptor analysis, we provide evidence that neoantigen-specific T cells from the peripheral blood can migrate into an intracranial glioblastoma tumour. Neoantigen-targeting vaccines thus have the potential to favourably alter the immune milieu of glioblastoma.
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Affiliation(s)
- Derin B Keskin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Translational Immunogenomics Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Annabelle J Anandappa
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jing Sun
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Itay Tirosh
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Nathan D Mathewson
- Harvard Medical School, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Shuqiang Li
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Translational Immunogenomics Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Giacomo Oliveira
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Anita Giobbie-Hurder
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kristen Felt
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Evisa Gjini
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sachet A Shukla
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Translational Immunogenomics Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zhuting Hu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Letitia Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Phuong M Le
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Rosa L Allesøe
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Bio- and Health Informatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Alyssa R Richman
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | | | - Sara Abdelrahman
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jack E Geduldig
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sarah Charbonneau
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kristine Pelton
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - J Bryan Iorgulescu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Wandi Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Oriol Olive
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Christine McCluskey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Lars R Olsen
- Department of Bio- and Health Informatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Jonathan Stevens
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - William J Lane
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Heather Daley
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Patrick Y Wen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - E Antonio Chiocca
- Harvard Medical School, Boston, MA, USA
- Department of Neurosurgery, Brigham and Women's Hospital, Boston, MA, USA
| | - Maegan Harden
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | - Gad Getz
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Aviv Regev
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jerome Ritz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Donna Neuberg
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Scott J Rodig
- Harvard Medical School, Boston, MA, USA
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Keith L Ligon
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Mario L Suvà
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Kai W Wucherpfennig
- Harvard Medical School, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nir Hacohen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
- Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Edward F Fritsch
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Neon Therapeutics Inc, Cambridge, MA, USA
| | - Kenneth J Livak
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Translational Immunogenomics Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Patrick A Ott
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Catherine J Wu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - David A Reardon
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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15
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Xiong X, Mathewson ND, Li H, Tan M, Fujiwara H, Li H, Reddy P, Sun Y. SAG/RBX2 E3 Ubiquitin Ligase Differentially Regulates Inflammatory Responses of Myeloid Cell Subsets. Front Immunol 2018; 9:2882. [PMID: 30574150 PMCID: PMC6291737 DOI: 10.3389/fimmu.2018.02882] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [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: 09/22/2018] [Accepted: 11/23/2018] [Indexed: 02/03/2023] Open
Abstract
Macrophages form an important component of the innate immune system and serve as first responders against invading pathogens. While pathways critical for initiation of inflammatory responses between macrophages and other LysM+ myeloid cells are largely similar, it remains unknown whether a specific pathway has differential effects on inflammatory responses mediated between these cells. Recent studies demonstrated that depletion of SAG (Sensitive to Apoptosis Gene), an E3 ubiquitin ligase, blocked inflammatory responses generated by macrophages and dendritic cells in response to LPS in cell culture settings. However, the in vivo role of Sag on modulation of macrophages and neutrophil is not known. Here we generated LysM-Cre/Sag fl/fl mice with selective Sag deletion in myeloid lineage, and found that in contrast to in vitro observations, LysM-Cre/Sag fl/fl mice showed increased serum levels of proinflammatory cytokines and enhanced mortality in response to LPS. Interestingly, while Sag -/- macrophages released less proinflammatory cytokines, Sag -/- neutrophils released more. Mechanistically, expression of a list of genes response to LPS was significantly altered in bone marrow cells from LysM-Cre +/Sag fl/fl mice after LPS challenge. Specifically, induction by LPS of myeloperoxidase (Mpo), a key neutrophil enzyme, and Elane, neutrophil expressed elastase, was significantly decreased upon Sag depletion. Collectively, our study revealed that Sag plays a differential role in the activation of macrophages and neutrophils.
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Affiliation(s)
- Xiufang Xiong
- Institute of Translational Medicine, and Cancer Institute of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - Nathan D Mathewson
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, MI, United States.,Graduate Program in Immunology, University of Michigan Medical School, Ann Arbor, MI, United States.,Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute, Harvard Medical School, and Brigham and Women's Hospital, Boston, MA, United States
| | - Hua Li
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - Mingjia Tan
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - Hideaki Fujiwara
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, MI, United States
| | - Haomin Li
- Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Pavan Reddy
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, MI, United States
| | - Yi Sun
- Institute of Translational Medicine, and Cancer Institute of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
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16
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Keskin DB, Tirosh I, Anandappa A, Sun J, Mathewson ND, Shukla SA, Gjini E, Li S, Li L, Giobbie-Hurder A, Le PM, Hu Z, Zhang W, Olive O, McCluskey C, Daley H, Wen PY, Chiocca AE, Harden M, Lennon N, Gabriel S, Getz G, Neuberg D, Ritz J, Lander ES, Regev A, Wucherpfennig K, Suva M, Fritsch EF, Scott R, Ligon KL, Livak KJ, Nir H, Ott PA, Wu CJ, Reardon DA. Abstract 5631: Personal neoantigen-targeting vaccination generates neoepitope-specific T cell responses in tumors of patients with glioblastoma. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5631] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [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
Personal vaccines directed at neoantigens arising from tumor mutations can induce neoepitope-specific T cell responses in patients with highly mutated tumors such as melanoma. It remains unknown if this approach can be successfully applied in tumors with low mutation frequency. We conducted a phase 1/1b study to determine the safety and feasibility of patient-specific neoantigen-targeting vaccination in patients with newly diagnosed, methylguanine methyltransferase (MGMT) unmethylated glioblastoma, administered following maximum surgical resection and conventional radiotherapy. Tumor-specific mutations were identified by whole-exome sequencing. Each vaccine, composed of up to 20 synthetic long peptides containing predicted tumor neoepitopes admixed with poly-ICLC, was administered subcutaneously on a prime-boost schedule. Among 8 treated patients, adverse events were limited to mild injection site reactions. Seven patients (88%) received a vaccine with ≥10 neoepitope peptides (median 12, range, 7-20), with median time to vaccine initiation of 18.6 weeks from surgery. All patients died from progressive disease. Median progression-free and overall survival was 7.5 months (95% CI: 6.2, 9.7) and 16.8 months (90% CI: 9.6, 21.3), respectively. 3 patients dropped out of the study due to disease progression. We analyzed vaccine responses on 5 patients that got at least one booster immunization. All 3 patients who required dexamethasone during vaccine priming failed to generate interferon-γ responses in peripheral blood mononuclear cells. In contrast, 2 patients who did not receive dexamethasone during vaccine priming, generated robust de novo immune responses against multiple personal neoantigens. Circulating vaccine-induced polyfunctional neoantigen-specific CD4+ and CD8+ T cell responses were enriched for memory and activated phenotypes, and increased numbers of tumor-infiltrating CD4+ and CD8+ T cells were detected in these 2 patients. T cell receptor analysis identified identical clonotypes isolated from post-vaccination glioblastoma tissue and peripheral blood including a clonotype specific for ARHGAP35, a neoantigen targeted by vaccination. To our knowledge we provide the first evidence that tumor specific T cells can traffic from the periphery into glioblastoma tumors and that neoantigen-targeting vaccines can favorably alter the tumor immune milieu of glioblastoma. In conclusion, individualized, multi-neoepitope vaccination is feasible, safe, and generates neoantigen-specific T cell responses in the periphery and intracranial tumors of patients with glioblastoma.
Citation Format: Derin B. Keskin, Itay Tirosh, Annabelle Anandappa, Jing Sun, Nathan D. Mathewson, Sachet A. Shukla, Evisa Gjini, Shuqiang Li, Letitia Li, Anita Giobbie-Hurder, Phuong M. Le, Zhuting Hu, Wandi Zhang, Oriol Olive, Christine McCluskey, Heather Daley, Patrick Y. Wen, Antonio E. Chiocca, Maegan Harden, Niall Lennon, Stacey Gabriel, Gad Getz, Donna Neuberg, Jerome Ritz, Eric S. Lander, Aviv Regev, Kai Wucherpfennig, Mario Suva, Edward F. Fritsch, Rodig Scott, Keith L. Ligon, Kenneth J. Livak, Hacohen Nir, Patrick A. Ott, Catherine J. Wu, David A. Reardon. Personal neoantigen-targeting vaccination generates neoepitope-specific T cell responses in tumors of patients with glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5631.
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Affiliation(s)
- Derin B. Keskin
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | | | - Jing Sun
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | - Sachet A. Shukla
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Evisa Gjini
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Shuqiang Li
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Letitia Li
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | - Phuong M. Le
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Zhuting Hu
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Wandi Zhang
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Oriol Olive
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | - Heather Daley
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Patrick Y. Wen
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | | | | | | | | | - Donna Neuberg
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Jerome Ritz
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | | | | | - Mario Suva
- 3Massachusetts General Hospital, Boston, MA
| | | | - Rodig Scott
- 5Brigham And Women's Hospital. Harvard Medical School, Boston, MA
| | - Keith L. Ligon
- 5Brigham And Women's Hospital. Harvard Medical School, Boston, MA
| | - Kenneth J. Livak
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | | | - Patrick A. Ott
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - Catherine J. Wu
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
| | - David A. Reardon
- 1Dana Farber Cancer Institute. Harvard Medical School, Boston, MA
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17
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Reardon DA, Neuberg DS, Keskin DB, Tirosh I, Anandappa A, Mathewson ND, Sun J, Shukla SA, Gjini E, Li S, Giobbie-Hurder A, Wucherpfennig K, Suva M, Fritsch E, Rodig S, Ligon KL, Livak KJ, Hacohen N, Wu CJ, Ott PA. Effect of dexamethasone in glioblastoma (GBM) patients on systemic and intratumoral T-cell responses induced by personalized neoantigen-targeting vaccine. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.2020] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- David A. Reardon
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA
| | | | | | | | | | | | - Jing Sun
- Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | | | - Mario Suva
- Massachusetts General Hospital, Boston, MA
| | | | - Scott Rodig
- Department of Pathology and Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Keith L. Ligon
- Dana-Farber/Brigham and Women's Cancer Center, Harvard Medical School, Boston, MA
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18
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Anandappa AJ, Keskin DB, Hu Z, Sun J, Tirosh I, Mathewson ND, Shukla SA, Li S, Olive O, Neuberg D, Fritsch EF, Livak KJ, Hacohen N, Ott PA, Reardon DA, Wu CJ. Detecting neoepitope-specific intra-tumoral T cell responses in a glioblastoma patient treated with personal neoantigen vaccine. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.181.11] [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
Recent advances in single cell T cell receptor (TCR) sequencing have allowed detailed analysis of TCRαβ pairs. However, efficient methods for probing the specificity of discovered TCRs remain limited. We developed a streamlined approach for cloning and expressing TCRs and screening against candidate antigens. A key innovation was the establishment of a plasmid library to encode all variable (V) regions of the TCR, from which any TCR of interest can be assembled with only custom synthesis of short CDR3 regions. A reporter cell system allows rapid detection of TCR antigen specificity and assessment of functional avidity based on cytokine production.
We applied this pipeline to study the intra-tumoral TCR repertoire of a patient with glioblastoma treated with personal neoantigen vaccine. The vaccine consisted of up to 20 synthetic long peptides containing predicted neoepitopes and poly-ICLC adjuvant. Single cell TCR sequencing of CD3+ tumor infiltrating lymphocytes (TILs) and peripheral T cells in vitro expanded against immunizing peptides showed that 4 CD4+ and 2 CD8+ T cell clonotypes in peripheral blood were identical to TILs. The cloning and expression system was used to test their specificity. We identified a TCR from a CD4+ TIL specific for ARHGAP35, a neoantigen targeted by vaccination, and capable of discriminating between mutant and wildtype peptide. This result provides the first demonstration that neoepitope-sensitized T cells can traffic from the periphery to an intracranial GBM. Overall, we demonstrated our ability to identify TCRαβ pairs, express them on demand, and probe antigen specificity. Ongoing studies are characterizing the functional avidity of neoepitope-specific TCRs and reactivity against autologous tumor.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Edward F. Fritsch
- 1Dana-Farber Cancer Inst
- 3Broad Inst. of MIT and Harvard
- 4Neon Therapeutics, Inc
| | | | - Nir Hacohen
- 3Broad Inst. of MIT and Harvard
- 5Massachusetts Gen. Hosp
| | | | | | - Catherine J. Wu
- 1Dana-Farber Cancer Inst
- 3Broad Inst. of MIT and Harvard
- 6Brigham and Women’s Hosp
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19
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Wu SJ, Niknafs YS, Kim SH, Oravecz-Wilson K, Zajac C, Toubai T, Sun Y, Prasad J, Peltier D, Fujiwara H, Hedig I, Mathewson ND, Khoriaty R, Ginsburg D, Reddy P. A Critical Analysis of the Role of SNARE Protein SEC22B in Antigen Cross-Presentation. Cell Rep 2018; 19:2645-2656. [PMID: 28658614 DOI: 10.1016/j.celrep.2017.06.013] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [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: 12/29/2016] [Revised: 04/05/2017] [Accepted: 05/31/2017] [Indexed: 12/22/2022] Open
Abstract
Cross-presentation initiates immune responses against tumors and viral infections by presenting extracellular antigen on MHC I to activate CD8+ T cell-mediated cytotoxicity. In vitro studies in dendritic cells (DCs) established SNARE protein SEC22B as a specific regulator of cross-presentation. However, the in vivo contribution of SEC22B to cross-presentation has not been tested. To address this, we generated DC-specific Sec22b knockout (CD11c-Cre Sec22bfl/fl) mice. Contrary to the paradigm, SEC22B-deficient DCs efficiently cross-present both in vivo and in vitro. Although in vitro small hairpin RNA (shRNA)-mediated Sec22b silencing in bone-marrow-derived dendritic cells (BMDCs) reduced cross-presentation, treatment of SEC22B-deficient BMDCs with the same shRNA produced a similar defect, suggesting the Sec22b shRNA modulates cross-presentation through off-target effects. RNA sequencing of Sec22b shRNA-treated SEC22B-deficient BMDCs demonstrated several changes in the transcriptome. Our data demonstrate that contrary to the accepted model, SEC22B is not necessary for cross-presentation, cautioning against extrapolating phenotypes from knockdown studies alone.
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Affiliation(s)
- S Julia Wu
- Program in Immunology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Yashar S Niknafs
- Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Cellular and Molecular Biology Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Stephanie H Kim
- Program in Immunology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Katherine Oravecz-Wilson
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Cynthia Zajac
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Tomomi Toubai
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Yaping Sun
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Jayendra Prasad
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Daniel Peltier
- Division of Pediatric Hematology/Oncology, Department of Pediatrics and Communicable Diseases, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Hideaki Fujiwara
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Israel Hedig
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - Nathan D Mathewson
- Dana Farber Cancer Institute, Harvard University, Cambridge, MA 02215, USA
| | - Rami Khoriaty
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA
| | - David Ginsburg
- Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA; Department of Human Genetics, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI 48109, USA; Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
| | - Pavan Reddy
- Program in Immunology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Division of Hematology/Oncology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI 48109, USA.
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20
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Filbin MG, Tirosh I, Hovestadt V, Shaw ML, Escalante LE, Mathewson ND, Neftel C, Frank N, Pelton K, Hebert CM, Haberler C, Yizhak K, Gojo J, Egervari K, Mount C, van Galen P, Bonal DM, Nguyen QD, Beck A, Sinai C, Czech T, Dorfer C, Goumnerova L, Lavarino C, Carcaboso AM, Mora J, Mylvaganam R, Luo CC, Peyrl A, Popović M, Azizi A, Batchelor TT, Frosch MP, Martinez-Lage M, Kieran MW, Bandopadhayay P, Beroukhim R, Fritsch G, Getz G, Rozenblatt-Rosen O, Wucherpfennig KW, Louis DN, Monje M, Slavc I, Ligon KL, Golub TR, Regev A, Bernstein BE, Suvà ML. Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq. Science 2018; 360:331-335. [PMID: 29674595 PMCID: PMC5949869 DOI: 10.1126/science.aao4750] [Citation(s) in RCA: 358] [Impact Index Per Article: 59.7] [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: 08/07/2017] [Accepted: 02/26/2018] [Indexed: 12/14/2022]
Abstract
Gliomas with histone H3 lysine27-to-methionine mutations (H3K27M-glioma) arise primarily in the midline of the central nervous system of young children, suggesting a cooperation between genetics and cellular context in tumorigenesis. Although the genetics of H3K27M-glioma are well characterized, their cellular architecture remains uncharted. We performed single-cell RNA sequencing in 3321 cells from six primary H3K27M-glioma and matched models. We found that H3K27M-glioma primarily contain cells that resemble oligodendrocyte precursor cells (OPC-like), whereas more differentiated malignant cells are a minority. OPC-like cells exhibit greater proliferation and tumor-propagating potential than their more differentiated counterparts and are at least in part sustained by PDGFRA signaling. Our study characterizes oncogenic and developmental programs in H3K27M-glioma at single-cell resolution and across genetic subclones, suggesting potential therapeutic targets in this disease.
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Affiliation(s)
- Mariella G Filbin
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Itay Tirosh
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Volker Hovestadt
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - McKenzie L Shaw
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Leah E Escalante
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Cyril Neftel
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, 1011 Lausanne, Switzerland
| | - Nelli Frank
- Children's Cancer Research Institute (CCRI), St. Anna Kinderspital, Medical University of Vienna, Vienna, Austria
| | - Kristine Pelton
- Department of Oncologic Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Christine M Hebert
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | | | - Keren Yizhak
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Kristof Egervari
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Christopher Mount
- Departments of Neurology, Neurosurgery, Pediatrics, and Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peter van Galen
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Dennis M Bonal
- Center for Biomedical Imaging in Oncology, Lurie Family Imaging Center, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Quang-De Nguyen
- Center for Biomedical Imaging in Oncology, Lurie Family Imaging Center, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Alexander Beck
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Claire Sinai
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Department of Oncologic Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Thomas Czech
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Liliana Goumnerova
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
| | - Cinzia Lavarino
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, 08950 Barcelona, Spain
| | - Angel M Carcaboso
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, 08950 Barcelona, Spain
| | - Jaume Mora
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, 08950 Barcelona, Spain
| | - Ravindra Mylvaganam
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Christina C Luo
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Mara Popović
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Amedeo Azizi
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Tracy T Batchelor
- Departments of Neurology and Radiation Oncology, Division of Hematology/Oncology, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, USA
| | - Matthew P Frosch
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Maria Martinez-Lage
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Mark W Kieran
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
| | - Pratiti Bandopadhayay
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Rameen Beroukhim
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Departments of Cancer Biology and Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02215, USA
| | - Gerhard Fritsch
- Children's Cancer Research Institute (CCRI), St. Anna Kinderspital, Medical University of Vienna, Vienna, Austria
| | - Gad Getz
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Orit Rozenblatt-Rosen
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - David N Louis
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Michelle Monje
- Departments of Neurology, Neurosurgery, Pediatrics, and Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Keith L Ligon
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Oncologic Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Todd R Golub
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Biology, Koch Institute for Integrative Cancer Research, Howard Hughes Medical Institute, MIT, Cambridge, MA 02139, USA
| | - Bradley E Bernstein
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Mario L Suvà
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
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Toubai T, Mathewson ND, Magenau J, Reddy P. Danger Signals and Graft-versus-host Disease: Current Understanding and Future Perspectives. Front Immunol 2016; 7:539. [PMID: 27965667 PMCID: PMC5126092 DOI: 10.3389/fimmu.2016.00539] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [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: 10/29/2016] [Accepted: 11/15/2016] [Indexed: 12/22/2022] Open
Abstract
Graft-versus-host response after allogeneic hematopoietic stem cell transplantation (allo-HCT) represents one of the most intense inflammatory responses observed in humans. Host conditioning facilitates engraftment of donor cells, but the tissue injury caused from it primes the critical first steps in the development of acute graft-versus-host disease (GVHD). Tissue injuries release pro-inflammatory cytokines (such as TNF-α, IL-1β, and IL-6) through widespread stimulation of pattern recognition receptors (PRRs) by the release of danger stimuli, such as damage-associated molecular patterns (DAMPs) and pathogen-associated molecular patterns (PAMPs). DAMPs and PAMPs function as potent stimulators for host and donor-derived antigen presenting cells (APCs) that in turn activate and amplify the responses of alloreactive donor T cells. Emerging data also point towards a role for suppression of DAMP induced inflammation by the APCs and donor T cells in mitigating GVHD severity. In this review, we summarize the current understanding on the role of danger stimuli, such as the DAMPs and PAMPs, in GVHD.
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Affiliation(s)
- Tomomi Toubai
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center , Ann Arbor, MI , USA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute , Boston, MA , USA
| | - John Magenau
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center , Ann Arbor, MI , USA
| | - Pavan Reddy
- Division of Hematology and Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center , Ann Arbor, MI , USA
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22
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Mathewson ND, Fujiwara H, Wu SR, Toubai T, Oravecz-Wilson K, Sun Y, Rossi C, Zajac C, Sun Y, Reddy P. SAG/Rbx2-Dependent Neddylation Regulates T-Cell Responses. Am J Pathol 2016; 186:2679-91. [PMID: 27543965 DOI: 10.1016/j.ajpath.2016.06.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 06/03/2016] [Accepted: 06/10/2016] [Indexed: 11/25/2022]
Abstract
Neddylation is a crucial post-translational modification that depends on the E3 cullin ring ligase (CRL). The E2-adapter component of the CRL, sensitive to apoptosis gene (SAG), is critical for the function of CRL-mediated ubiquitination; thus, the deletion of SAG regulates neddylation. We examined the role of SAG-dependent neddylation in T-cell-mediated immunity using multiple approaches: a novel T-cell-specific, SAG genetic knockout (KO) and chemical inhibition with small-molecule MLN4924. The KO animals were viable and showed phenotypically normal mature T-cell development. However, in vitro stimulation of KO T cells revealed significantly decreased activation, proliferation, and T-effector cytokine release, compared with WT. Using in vivo clinically relevant models of allogeneic bone marrow transplantation also demonstrated reduced proliferation and effector cytokine secretion associated with markedly reduced graft-versus-host disease. Similar in vitro and in vivo results were observed with the small-molecule inhibitor of neddylation, MLN4924. Mechanistic studies demonstrated that SAG-mediated effects in T cells were concomitant with an increase in suppressor of cytokine signaling, but not NF-κB translocation. Our studies suggest that SAG is a novel molecular target that regulates T-cell responses and that inhibiting neddylation with the clinically available small-molecule MLN4924 may represent a novel strategy to mitigate T-cell-mediated immunopathologies, such as graft-versus-host disease.
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Affiliation(s)
- Nathan D Mathewson
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan; Graduate Program in Immunology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Hideaki Fujiwara
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
| | - Shin-Rong Wu
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan; Graduate Program in Immunology, University of Michigan Medical School, Ann Arbor, Michigan
| | - Tomomi Toubai
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
| | - Katherine Oravecz-Wilson
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
| | - Yaping Sun
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
| | - Corinne Rossi
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
| | - Cynthia Zajac
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
| | - Yi Sun
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan; Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China; Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Zhejiang University, Hangzhou, China
| | - Pavan Reddy
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan.
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