1
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Soul J, Carlsson E, Hofmann SR, Russ S, Hawkes J, Schulze F, Sergon M, Pablik J, Abraham S, Hedrich CM. Tissue gene expression profiles and communication networks inform candidate blood biomarker identification in psoriasis and atopic dermatitis. Clin Immunol 2024; 265:110283. [PMID: 38880200 DOI: 10.1016/j.clim.2024.110283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 05/24/2024] [Accepted: 06/10/2024] [Indexed: 06/18/2024]
Abstract
Overlapping clinical and pathomechanistic features can complicate the diagnosis and treatment of inflammatory skin diseases, including psoriasis and atopic dermatitis (AD). Spatial transcriptomics allows the identification of disease- and cell-specific molecular signatures that may advance biomarker development and future treatments. This study identified transcriptional signatures in keratinocytes and sub-basal CD4+ and CD8+ T lymphocytes from patients with psoriasis and AD. In silico prediction of ligand:receptor interactions delivered key signalling pathways (interferon, effector T cells, stroma cell and matrix biology, neuronal development, etc.). Targeted validation of selected transcripts, including CCL22, RELB, and JUND, in peripheral blood T cells suggests the chosen approach as a promising tool also in other inflammatory diseases. Psoriasis and AD are characterized by transcriptional dysregulation in T cells and keratinocytes that may be targeted therapeutically. Spatial transcriptomics is a valuable tool in the search for molecular signatures that can be used as biomarkers and/or therapeutic targets.
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Affiliation(s)
- J Soul
- Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - E Carlsson
- Department of Women's & Children's Health, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - S R Hofmann
- Department of Pediatrics, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - S Russ
- Department of Pediatrics, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - J Hawkes
- Department of Women's & Children's Health, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - F Schulze
- Department of Pediatrics, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - M Sergon
- Institut of Pathology, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - J Pablik
- Institut of Pathology, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - S Abraham
- Department of Dermatology, Universitätsklinikum Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - C M Hedrich
- Department of Women's & Children's Health, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom; Department of Paediatric Rheumatology, Alder Hey Children's NHS Foundation Trust Hospital, Liverpool, United Kingdom.
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2
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Zandhuis ND, Guislain A, Popalzij A, Engels S, Popović B, Turner M, Wolkers MC. Regulation of IFN-γ production by ZFP36L2 in T cells is time-dependent. Eur J Immunol 2024:e2451018. [PMID: 38980256 DOI: 10.1002/eji.202451018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 07/10/2024]
Abstract
CD8+ T cells kill target cells by releasing cytotoxic molecules and proinflammatory cytokines, such as TNF and IFN-γ. The magnitude and duration of cytokine production are defined by posttranscriptional regulation, and critical regulator herein are RNA-binding proteins (RBPs). Although the functional importance of RBPs in regulating cytokine production is established, the kinetics and mode of action through which RBPs control cytokine production are not well understood. Previously, we showed that the RBP ZFP36L2 blocks the translation of preformed cytokine encoding mRNA in quiescent memory T cells. Here, we uncover that ZFP36L2 regulates cytokine production in a time-dependent manner. T cell-specific deletion of ZFP36L2 (CD4-cre) had no effect on T-cell development or cytokine production during early time points (2-6 h) of T-cell activation. In contrast, ZFP36L2 specifically dampened the production of IFN-γ during prolonged T-cell activation (20-48 h). ZFP36L2 deficiency also resulted in increased production of IFN-γ production in tumor-infiltrating T cells that are chronically exposed to antigens. Mechanistically, ZFP36L2 regulates IFN-γ production at late time points of activation by destabilizing Ifng mRNA in an AU-rich element-dependent manner. Together, our results reveal that ZFP36L2 employs different regulatory nodules in effector and memory T cells to regulate cytokine production.
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Affiliation(s)
- Nordin D Zandhuis
- Sanquin Blood Supply Foundation, Department of Research, T cell differentiation Lab, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Landsteiner Laboratory, Amsterdam, The Netherlands
- Amsterdam Institute for Infection & Immunity, Cancer center Amsterdam, Cancer Immunology, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Aurélie Guislain
- Sanquin Blood Supply Foundation, Department of Research, T cell differentiation Lab, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Landsteiner Laboratory, Amsterdam, The Netherlands
- Amsterdam Institute for Infection & Immunity, Cancer center Amsterdam, Cancer Immunology, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Abeera Popalzij
- Sanquin Blood Supply Foundation, Department of Research, T cell differentiation Lab, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Landsteiner Laboratory, Amsterdam, The Netherlands
- Amsterdam Institute for Infection & Immunity, Cancer center Amsterdam, Cancer Immunology, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Sander Engels
- Sanquin Blood Supply Foundation, Department of Research, T cell differentiation Lab, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Landsteiner Laboratory, Amsterdam, The Netherlands
- Amsterdam Institute for Infection & Immunity, Cancer center Amsterdam, Cancer Immunology, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Branka Popović
- Sanquin Blood Supply Foundation, Department of Research, T cell differentiation Lab, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Landsteiner Laboratory, Amsterdam, The Netherlands
- Amsterdam Institute for Infection & Immunity, Cancer center Amsterdam, Cancer Immunology, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Martin Turner
- Immunology Programme, The Babraham Institute, Cambridge, UK
| | - Monika C Wolkers
- Sanquin Blood Supply Foundation, Department of Research, T cell differentiation Lab, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Landsteiner Laboratory, Amsterdam, The Netherlands
- Amsterdam Institute for Infection & Immunity, Cancer center Amsterdam, Cancer Immunology, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
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3
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Chen ACY, Jaiswal S, Martinez D, Yerinde C, Ji K, Miranda V, Fung ME, Weiss SA, Zschummel M, Taguchi K, Garris CS, Mempel TR, Hacohen N, Sen DR. The aged tumor microenvironment limits T cell control of cancer. Nat Immunol 2024; 25:1033-1045. [PMID: 38745085 DOI: 10.1038/s41590-024-01828-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 03/27/2024] [Indexed: 05/16/2024]
Abstract
The etiology and effect of age-related immune dysfunction in cancer is not completely understood. Here we show that limited priming of CD8+ T cells in the aged tumor microenvironment (TME) outweighs cell-intrinsic defects in limiting tumor control. Increased tumor growth in aging is associated with reduced CD8+ T cell infiltration and function. Transfer of T cells from young mice does not restore tumor control in aged mice owing to rapid induction of T cell dysfunction. Cell-extrinsic signals in the aged TME drive a tumor-infiltrating age-associated dysfunctional (TTAD) cell state that is functionally, transcriptionally and epigenetically distinct from canonical T cell exhaustion. Altered natural killer cell-dendritic cell-CD8+ T cell cross-talk in aged tumors impairs T cell priming by conventional type 1 dendritic cells and promotes TTAD cell formation. Aged mice are thereby unable to benefit from therapeutic tumor vaccination. Critically, myeloid-targeted therapy to reinvigorate conventional type 1 dendritic cells can improve tumor control and restore CD8+ T cell immunity in aging.
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Affiliation(s)
- Alex C Y Chen
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Sneha Jaiswal
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Carnegie Mellon University, Pittsburgh, PA, USA
| | - Daniela Martinez
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Cansu Yerinde
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Keely Ji
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Velita Miranda
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Megan E Fung
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Sarah A Weiss
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Maria Zschummel
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Kazuhiro Taguchi
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher S Garris
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
| | - Thorsten R Mempel
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Nir Hacohen
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Debattama R Sen
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, USA.
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4
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Wienke J, Visser LL, Kholosy WM, Keller KM, Barisa M, Poon E, Munnings-Tomes S, Himsworth C, Calton E, Rodriguez A, Bernardi R, van den Ham F, van Hooff SR, Matser YAH, Tas ML, Langenberg KPS, Lijnzaad P, Borst AL, Zappa E, Bergsma FJ, Strijker JGM, Verhoeven BM, Mei S, Kramdi A, Restuadi R, Sanchez-Bernabeu A, Cornel AM, Holstege FCP, Gray JC, Tytgat GAM, Scheijde-Vermeulen MA, Wijnen MHWA, Dierselhuis MP, Straathof K, Behjati S, Wu W, Heck AJR, Koster J, Nierkens S, Janoueix-Lerosey I, de Krijger RR, Baryawno N, Chesler L, Anderson J, Caron HN, Margaritis T, van Noesel MM, Molenaar JJ. Integrative analysis of neuroblastoma by single-cell RNA sequencing identifies the NECTIN2-TIGIT axis as a target for immunotherapy. Cancer Cell 2024; 42:283-300.e8. [PMID: 38181797 PMCID: PMC10864003 DOI: 10.1016/j.ccell.2023.12.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 11/10/2023] [Accepted: 12/11/2023] [Indexed: 01/07/2024]
Abstract
Pediatric patients with high-risk neuroblastoma have poor survival rates and urgently need more effective treatment options with less side effects. Since novel and improved immunotherapies may fill this need, we dissect the immunoregulatory interactions in neuroblastoma by single-cell RNA-sequencing of 24 tumors (10 pre- and 14 post-chemotherapy, including 5 pairs) to identify strategies for optimizing immunotherapy efficacy. Neuroblastomas are infiltrated by natural killer (NK), T and B cells, and immunosuppressive myeloid populations. NK cells show reduced cytotoxicity and T cells have a dysfunctional profile. Interaction analysis reveals a vast immunoregulatory network and identifies NECTIN2-TIGIT as a crucial immune checkpoint. Combined blockade of TIGIT and PD-L1 significantly reduces neuroblastoma growth, with complete responses (CR) in vivo. Moreover, addition of TIGIT+PD-L1 blockade to standard relapse treatment in a chemotherapy-resistant Th-ALKF1174L/MYCN 129/SvJ syngeneic model induces CR. In conclusion, our integrative analysis provides promising targets and a rationale for immunotherapeutic combination strategies.
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Affiliation(s)
- Judith Wienke
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.
| | - Lindy L Visser
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Waleed M Kholosy
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Kaylee M Keller
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Marta Barisa
- Cancer Section, Developmental Biology and Cancer Programme, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Evon Poon
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - Sophie Munnings-Tomes
- Cancer Section, Developmental Biology and Cancer Programme, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Courtney Himsworth
- Cancer Section, Developmental Biology and Cancer Programme, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Elizabeth Calton
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | | | - Ronald Bernardi
- Genentech, A Member of the Roche Group, South San Francisco, CA, USA
| | - Femke van den Ham
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | - Yvette A H Matser
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Michelle L Tas
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | - Philip Lijnzaad
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Anne L Borst
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Elisa Zappa
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | | | - Bronte M Verhoeven
- Childhood Cancer Research Unit, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
| | - Shenglin Mei
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Amira Kramdi
- Institut Curie, Inserm U830, PSL Research University, Diversity and Plasticity of Childhood Tumors Lab, Paris, France; SIREDO: Care, Innovation and Research for Children, Adolescents and Young Adults with Cancer, Institut Curie, Paris, France
| | - Restuadi Restuadi
- Infection, Immunity and Inflammation Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, London, UK; NIHR Biomedical Research Centre, Great Ormond Street Hospital, London, UK
| | - Alvaro Sanchez-Bernabeu
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands; Netherlands Proteomics Centre, Utrecht University, Utrecht, the Netherlands
| | - Annelisa M Cornel
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Center for Translational Immunology, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | - Juliet C Gray
- Centre for Cancer Immunology, University of Southampton, Southampton, UK
| | | | | | - Marc H W A Wijnen
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | - Karin Straathof
- University College London (UCL) Great Ormond Street Institute of Child Health, London, UK; UCL Cancer Institute, London, UK
| | - Sam Behjati
- Wellcome Sanger Institute, Hinxton, UK; Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK; Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Wei Wu
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands; Netherlands Proteomics Centre, Utrecht University, Utrecht, the Netherlands; Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore; Department of Pharmacy, National University of Singapore, Singapore, Singapore
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands; Netherlands Proteomics Centre, Utrecht University, Utrecht, the Netherlands
| | - Jan Koster
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Amsterdam, the Netherlands
| | - Stefan Nierkens
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Center for Translational Immunology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Isabelle Janoueix-Lerosey
- Institut Curie, Inserm U830, PSL Research University, Diversity and Plasticity of Childhood Tumors Lab, Paris, France; SIREDO: Care, Innovation and Research for Children, Adolescents and Young Adults with Cancer, Institut Curie, Paris, France
| | - Ronald R de Krijger
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Ninib Baryawno
- Childhood Cancer Research Unit, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
| | - Louis Chesler
- Division of Clinical Studies, The Institute of Cancer Research, London, UK
| | - John Anderson
- Cancer Section, Developmental Biology and Cancer Programme, UCL Great Ormond Street Institute of Child Health, London, UK; Department of Oncology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, England, UK
| | | | | | - Max M van Noesel
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Division Imaging & Cancer, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jan J Molenaar
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands
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5
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Mai D, Boyce T, Mehta A, Reff J, Scholler J, Sheppard NC, June CH. ZFP36 disruption is insufficient to enhance the function of mesothelin-targeting human CAR-T cells. Sci Rep 2024; 14:3113. [PMID: 38326511 PMCID: PMC10850500 DOI: 10.1038/s41598-024-53769-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 02/05/2024] [Indexed: 02/09/2024] Open
Abstract
Loss of inflammatory effector function, such as cytokine production and proliferation, is a fundamental driver of failure in T cell therapies against solid tumors. Here, we used CRISPR/Cas9 to genetically disrupt ZFP36, an RNA binding protein that regulates the stability of mRNAs involved in T cell inflammatory function, such as the cytokines IL2 and IFNγ, in human T cells engineered with a clinical-stage mesothelin-targeting CAR to determine whether its disruption could enhance antitumor responses. ZFP36 disruption slightly increased antigen-independent activation and cytokine responses but did not enhance overall performance in vitro or in vivo in a xenograft tumor model with NSG mice. While ZFP36 disruption does not reduce the function of CAR-T cells, these results suggest that singular disruption of ZFP36 is not sufficient to improve their function and may benefit from a multiplexed approach.
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Affiliation(s)
- David Mai
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
- Center for Cellular Immunotherapies, Perelman School of Medicine, Philadelphia, PA, USA.
| | - Tifara Boyce
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Aakash Mehta
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
- The Wharton School, University of Pennsylvania, Philadelphia, PA, USA
| | - Jordan Reff
- Center for Cellular Immunotherapies, Perelman School of Medicine, Philadelphia, PA, USA
| | - John Scholler
- Center for Cellular Immunotherapies, Perelman School of Medicine, Philadelphia, PA, USA
| | - Neil C Sheppard
- Center for Cellular Immunotherapies, Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Lab Medicine, Perelman School of Medicine, Philadelphia, PA, USA
| | - Carl H June
- Center for Cellular Immunotherapies, Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Lab Medicine, Perelman School of Medicine, Philadelphia, PA, USA
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6
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Petkau G, Mitchell TJ, Evans MJ, Matheson L, Salerno F, Turner M. Zfp36l1 establishes the high-affinity CD8 T-cell response by directly linking TCR affinity to cytokine sensing. Eur J Immunol 2024; 54:e2350700. [PMID: 38039407 PMCID: PMC11146077 DOI: 10.1002/eji.202350700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/29/2023] [Accepted: 11/30/2023] [Indexed: 12/03/2023]
Abstract
How individual T cells compete for and respond to IL-2 at the molecular level, and, as a consequence, how this shapes population dynamics and the selection of high-affinity clones is still poorly understood. Here we describe how the RNA binding protein ZFP36L1, acts as a sensor of TCR affinity to promote clonal expansion of high-affinity CD8 T cells. As part of an incoherent feed-forward loop, ZFP36L1 has a nonredundant role in suppressing multiple negative regulators of cytokine signaling and mediating a selection mechanism based on competition for IL-2. We suggest that ZFP36L1 acts as a sensor of antigen affinity and establishes the dominance of high-affinity T cells by installing a hierarchical response to IL-2.
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Affiliation(s)
- Georg Petkau
- The Babraham InstituteBabraham Research CampusCambridgeUnited Kingdom
| | - Twm J. Mitchell
- The Babraham InstituteBabraham Research CampusCambridgeUnited Kingdom
| | | | - Louise Matheson
- The Babraham InstituteBabraham Research CampusCambridgeUnited Kingdom
| | - Fiamma Salerno
- The Babraham InstituteBabraham Research CampusCambridgeUnited Kingdom
| | - Martin Turner
- The Babraham InstituteBabraham Research CampusCambridgeUnited Kingdom
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7
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Freen-van Heeren JJ. Posttranscriptional Events Orchestrate Immune Homeostasis of CD8 + T Cells. Methods Mol Biol 2024; 2782:65-80. [PMID: 38622392 DOI: 10.1007/978-1-0716-3754-8_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
Maintaining immune homeostasis is instrumental for host health. Immune cells, such as T cells, are instrumental for the eradication of pathogenic bacteria, fungi and viruses. Furthermore, T cells also play a major role in the fight against cancer. Through the formation of immunological memory, a pool of antigen-experienced T cells remains in the body to rapidly protect the host upon reinfection or retransformation. In order to perform their protective function, T cells produce cytolytic molecules, such as granzymes and perforin, and cytokines such as interferon γ and tumor necrosis factor α. Recently, it has become evident that posttranscriptional regulatory events dictate the kinetics and magnitude of cytokine production by murine and human CD8+ T cells. Here, the recent literature regarding the role posttranscriptional regulation plays in maintaining immune homeostasis of antigen-experienced CD8+ T cells is reviewed.
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8
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Hsu J, Donahue RN, Katragadda M, Lowry J, Huang W, Srinivasan K, Guntas G, Tang J, Servattalab R, Moisan J, Tsai YT, Stoop A, Palakurthi S, Chopra R, Liu K, Wherry EJ, Su Z, Gulley JL, Bayliffe A, Schlom J. A T cell receptor β chain-directed antibody fusion molecule activates and expands subsets of T cells to promote antitumor activity. Sci Transl Med 2023; 15:eadi0258. [PMID: 38019931 DOI: 10.1126/scitranslmed.adi0258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023]
Abstract
Despite the success of programmed cell death-1 (PD-1) and PD-1 ligand (PD-L1) inhibitors in treating solid tumors, only a proportion of patients respond. Here, we describe a first-in-class bifunctional therapeutic molecule, STAR0602, that comprises an antibody targeting germline Vβ6 and Vβ10 T cell receptors (TCRs) fused to human interleukin-2 (IL-2) and simultaneously engages a nonclonal mode of TCR activation with costimulation to promote activation and expansion of αβ T cell subsets expressing distinct variable β (Vβ) TCR chains. In solution, STAR0602 binds IL-2 receptors in cis with Vβ6/Vβ10 TCRs on the same T cell, promoting expansion of human Vβ6 and Vβ10 CD4+ and CD8+ T cells that acquire an atypical central memory phenotype. Monotherapy with a mouse surrogate molecule induced durable tumor regression across six murine solid tumor models, including several refractory to anti-PD-1. Analysis of murine tumor-infiltrating lymphocyte (TIL) transcriptomes revealed that expanded Vβ T cells acquired a distinct effector memory phenotype with suppression of genes associated with T cell exhaustion and TCR signaling repression. Sequencing of TIL TCRs also revealed an increased T cell repertoire diversity within targeted Vβ T cell subsets, suggesting clonal revival of tumor T cell responses. These immunological and antitumor effects in mice were recapitulated in studies of STAR0602 in nonhuman primates and human ex vivo models, wherein STAR0602 boosted human antigen-specific T cell responses and killing of tumor organoids. Thus, STAR0602 represents a distinct class of T cell-activating molecules with the potential to deliver enhanced antitumor activity in checkpoint inhibitor-refractory settings.
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Affiliation(s)
| | - Renee N Donahue
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | | | | | - Wei Huang
- Marengo Therapeutics, Cambridge, MA 02139, USA
| | | | | | - Jian Tang
- Marengo Therapeutics, Cambridge, MA 02139, USA
| | | | | | - Yo-Ting Tsai
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | | | | | - Raj Chopra
- Marengo Therapeutics, Cambridge, MA 02139, USA
| | - Ke Liu
- Marengo Therapeutics, Cambridge, MA 02139, USA
| | - E John Wherry
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, PA 19104, USA
- Institute for Immunology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Zhen Su
- Marengo Therapeutics, Cambridge, MA 02139, USA
| | - James L Gulley
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | | | - Jeffrey Schlom
- Center for Immuno-Oncology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892, USA
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9
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Richard AC, Ma CY, Marioni JC, Griffiths GM. Cytotoxic T lymphocytes require transcription for infiltration but not target cell lysis. EMBO Rep 2023; 24:e57653. [PMID: 37860838 PMCID: PMC10626425 DOI: 10.15252/embr.202357653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 09/19/2023] [Accepted: 09/25/2023] [Indexed: 10/21/2023] Open
Abstract
Effector cytotoxic T lymphocytes (CTLs) are critical for ridding the body of infected or cancerous cells. CTL T cell receptor (TCR) ligation not only drives the delivery and release of cytolytic granules but also initiates a new wave of transcription. In order to address whether TCR-induced transcriptomic changes impact the ability of CTLs to kill, we asked which genes are expressed immediately after CTLs encounter targets and how CTL responses change when inhibiting transcription. Our data demonstrate that while expression of cytokines/chemokines and transcriptional machinery depend on transcription, cytotoxic protein expression and cytolytic activity are relatively robust to transcription blockade, with CTLs lysing nearby target cells for several hours after actinomycin D treatment. Monitoring CTL movement among target cells after inhibiting transcription demonstrates an infiltration defect that is not rectified by provision of exogenous cytokine/chemokine gradients, indicating a cell-intrinsic transcriptional requirement for infiltration. Together, our results reveal differential molecular control of CTL functions, separating recruitment and infiltration from cytolysis.
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Affiliation(s)
- Arianne C Richard
- Cambridge Institute for Medical ResearchUniversity of CambridgeCambridgeUK
- Cancer Research UK Cambridge InstituteUniversity of CambridgeCambridgeUK
- Present address:
Immunology ProgrammeThe Babraham InstituteCambridgeUK
| | - Claire Y Ma
- Cambridge Institute for Medical ResearchUniversity of CambridgeCambridgeUK
| | - John C Marioni
- Cancer Research UK Cambridge InstituteUniversity of CambridgeCambridgeUK
- European Molecular Biology LaboratoryEuropean Bioinformatics Institute (EMBL‐EBI)HinxtonUK
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10
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Zhu WS, Wheeler BD, Ansel KM. RNA circuits and RNA-binding proteins in T cells. Trends Immunol 2023; 44:792-806. [PMID: 37599172 PMCID: PMC10890840 DOI: 10.1016/j.it.2023.07.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 07/13/2023] [Accepted: 07/17/2023] [Indexed: 08/22/2023]
Abstract
RNA is integral to the regulatory circuits that control cell identity and behavior. Cis-regulatory elements in mRNAs interact with RNA-binding proteins (RBPs) that can alter RNA sequence, stability, and translation into protein. Similarly, long noncoding RNAs (lncRNAs) scaffold ribonucleoprotein complexes that mediate transcriptional and post-transcriptional regulation of gene expression. Indeed, cell programming is fundamental to multicellular life and, in this era of cellular therapies, it is of particular interest in T cells. Here, we review key concepts and recent advances in our understanding of the RNA circuits and RBPs that govern mammalian T cell differentiation and immune function.
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Affiliation(s)
- Wandi S Zhu
- Department of Microbiology & Immunology, Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA 94143, USA
| | - Benjamin D Wheeler
- Department of Microbiology & Immunology, Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA 94143, USA
| | - K Mark Ansel
- Department of Microbiology & Immunology, Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA 94143, USA.
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11
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Feng Y, Wang S, Xie J, Ding B, Wang M, Zhang P, Mi P, Wang C, Liu R, Zhang T, Yu X, Yuan D, Zhang C. Spatial transcriptomics reveals heterogeneity of macrophages in the tumor microenvironment of granulomatous slack skin. J Pathol 2023; 261:105-119. [PMID: 37550813 DOI: 10.1002/path.6151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 04/30/2023] [Accepted: 06/01/2023] [Indexed: 08/09/2023]
Abstract
Granulomatous slack skin (GSS) is an extremely rare subtype of cutaneous T-cell lymphoma accompanied by an abundant number of macrophages and is clinically characterized by the development of pendulous skin folds. However, the characteristics of these macrophages in GSS remain unclear. Here, we conducted a spatial transcriptomic study on one frozen GSS sample and drew transcriptomic maps of GSS for the first time. Gene expression analysis revealed the enrichment of three clusters with macrophage transcripts, each exhibiting distinct characteristics suggesting that their primary composition consists of different subpopulations of macrophages. The CD163+ /CD206+ cluster showed a tumor-associated macrophage (TAM) M2-like phenotype and highly expressed ZFP36, CCL2, TNFAIP6, and KLF2, which are known to be involved in T-cell interaction and tumor progression. The APOC1+ /APOE+ cluster presented a non-M1 or -M2 phenotype and may be related to lipid metabolism. The CD11c+ /LYZ+ cluster exhibited an M1-like phenotype. Notably, these cells strongly expressed MMP9, MMP12, CHI3L1, CHIT1, COL1A1, TIMP1, and SPP1, which are responsible for extracellular matrix (ECM) degradation and tissue remodeling. This may partially explain the symptoms of cutaneous relaxation in GSS. Further immunohistochemistry on four GSS cases demonstrated that CD11c predominantly marked granulomas and multinucleated giant cells, whereas CD163 was mainly expressed on scattered macrophages, appearing as a mutually exclusive pattern. The expression pattern of MMP9 overlapped with that of CD11c, implying that CD11c+ macrophages may be a source of MMP9. Our data shed light on the characteristics of macrophages in the GSS microenvironment and provide a theoretical basis for the application of MMP9 inhibitors to prevent cutaneous relaxation of GSS. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Yawei Feng
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Shiguan Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Jianjun Xie
- Department of Pathology, Qingdao Chengyang People's Hospital, Qingdao, PR China
| | - Bin Ding
- Department of Pathology, Affiliated Qingdao Central Hospital, Qingdao University, Qingdao, PR China
| | - Min Wang
- Department of Pathology, The Second People's Hospital of Liaocheng, Linqing, PR China
| | - Peng Zhang
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Ping Mi
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Chunxue Wang
- Institute of Pathology and Pathophysiology, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Ruirui Liu
- Institute of Pathology and Pathophysiology, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Tingguo Zhang
- Institute of Pathology and Pathophysiology, Cheeloo College of Medicine, Shandong University, Jinan, PR China
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, PR China
| | - Xiaojing Yu
- Department of Dermatology, Qilu Hospital of Shandong University, Jinan, PR China
| | - Detian Yuan
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, PR China
| | - Cuijuan Zhang
- Institute of Pathology and Pathophysiology, Cheeloo College of Medicine, Shandong University, Jinan, PR China
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, PR China
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12
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Bechara R, Vagner S, Mariette X. Post-transcriptional checkpoints in autoimmunity. Nat Rev Rheumatol 2023; 19:486-502. [PMID: 37311941 DOI: 10.1038/s41584-023-00980-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2023] [Indexed: 06/15/2023]
Abstract
Post-transcriptional regulation is a fundamental process in gene expression that has a role in diverse cellular processes, including immune responses. A core concept underlying post-transcriptional regulation is that protein abundance is not solely determined by transcript abundance. Indeed, transcription and translation are not directly coupled, and intervening steps occur between these processes, including the regulation of mRNA stability, localization and alternative splicing, which can impact protein abundance. These steps are controlled by various post-transcription factors such as RNA-binding proteins and non-coding RNAs, including microRNAs, and aberrant post-transcriptional regulation has been implicated in various pathological conditions. Indeed, studies on the pathogenesis of autoimmune and inflammatory diseases have identified various post-transcription factors as important regulators of immune cell-mediated and target effector cell-mediated pathological conditions. This Review summarizes current knowledge regarding the roles of post-transcriptional checkpoints in autoimmunity, as evidenced by studies in both haematopoietic and non-haematopoietic cells, and discusses the relevance of these findings for developing new anti-inflammatory therapies.
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Affiliation(s)
- Rami Bechara
- Université Paris-Saclay, Inserm, CEA, Immunologie des maladies virales, auto-immunes, hématologiques et bactériennes (IMVA-HB/IDMIT/UMR1184), Le Kremlin Bicêtre, France.
| | - Stephan Vagner
- Institut Curie, CNRS UMR3348, INSERM U1278, PSL Research University, Université Paris-Saclay, Orsay, France
| | - Xavier Mariette
- Université Paris-Saclay, Inserm, CEA, Immunologie des maladies virales, auto-immunes, hématologiques et bactériennes (IMVA-HB/IDMIT/UMR1184), Le Kremlin Bicêtre, France
- Assistance Publique - Hôpitaux de Paris, Hôpital Bicêtre, Department of Rheumatology, Le Kremlin Bicêtre, France
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13
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Louis TL, Wong WH, Yao P, Kurd NS, Tysl T, Indralingam CS, Ma S, Huang WJM, Chang JT. Regulation of CD8 T Cell Differentiation by the RNA-Binding Protein DDX5. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2023; 211:241-251. [PMID: 37265401 PMCID: PMC10373580 DOI: 10.4049/jimmunol.2200778] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 05/05/2023] [Indexed: 06/03/2023]
Abstract
The RNA-binding protein DEAD-box protein 5 (DDX5) is a polyfunctional regulator of gene expression, but its role in CD8+ T cell biology has not been extensively investigated. In this study, we demonstrate that deletion of DDX5 in murine CD8+ T cells reduced the differentiation of terminal effector, effector memory T, and terminal effector memory cells while increasing the generation of central memory T cells, whereas forced expression of DDX5 elicited the opposite phenotype. DDX5-deficient CD8+ T cells exhibited increased expression of genes that promote central memory T cell differentiation, including Tcf7 and Eomes. Taken together, these findings reveal a role for DDX5 in regulating the differentiation of effector and memory CD8+ T cell subsets in response to microbial infection.
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Affiliation(s)
- Tiani L. Louis
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - William H. Wong
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Priscilla Yao
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Nadia S. Kurd
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Tiffani Tysl
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | | | - Shengyun Ma
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - Wendy Jia Men Huang
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - John T. Chang
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
- Department of Medicine, Jennifer Moreno Department of Veteran Affairs Medical Center, San Diego, CA, USA
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14
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Cicchetto AC, Jacobson EC, Sunshine H, Wilde BR, Krall AS, Jarrett KE, Sedgeman L, Turner M, Plath K, Iruela-Arispe ML, de Aguiar Vallim TQ, Christofk HR. ZFP36-mediated mRNA decay regulates metabolism. Cell Rep 2023; 42:112411. [PMID: 37086408 PMCID: PMC10332406 DOI: 10.1016/j.celrep.2023.112411] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 02/17/2023] [Accepted: 04/04/2023] [Indexed: 04/23/2023] Open
Abstract
Cellular metabolism is tightly regulated by growth factor signaling, which promotes metabolic rewiring to support growth and proliferation. While growth factor-induced transcriptional and post-translational modes of metabolic regulation have been well defined, whether post-transcriptional mechanisms impacting mRNA stability regulate this process is less clear. Here, we present the ZFP36/L1/L2 family of RNA-binding proteins and mRNA decay factors as key drivers of metabolic regulation downstream of acute growth factor signaling. We quantitatively catalog metabolic enzyme and nutrient transporter mRNAs directly bound by ZFP36 following growth factor stimulation-many of which encode rate-limiting steps in metabolic pathways. Further, we show that ZFP36 directly promotes the mRNA decay of Enolase 2 (Eno2), altering Eno2 protein expression and enzymatic activity, and provide evidence of a ZFP36/Eno2 axis during VEGF-stimulated developmental retinal angiogenesis. Thus, ZFP36-mediated mRNA decay serves as an important mode of metabolic regulation downstream of growth factor signaling within dynamic cell and tissue states.
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Affiliation(s)
- Andrew C Cicchetto
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Elsie C Jacobson
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Hannah Sunshine
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Blake R Wilde
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Abigail S Krall
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Kelsey E Jarrett
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA; Department of Medicine, Division of Cardiology, UCLA, Los Angeles, CA, USA
| | - Leslie Sedgeman
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA; Department of Medicine, Division of Cardiology, UCLA, Los Angeles, CA, USA
| | - Martin Turner
- Immunology Programme, The Babraham Institute, Cambridge, UK
| | - Kathrin Plath
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA, USA
| | - M Luisa Iruela-Arispe
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Thomas Q de Aguiar Vallim
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA; Department of Medicine, Division of Cardiology, UCLA, Los Angeles, CA, USA; Molecular Biology Institute, UCLA, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA, USA
| | - Heather R Christofk
- Department of Biological Chemistry, University of California, Los Angeles (UCLA), Los Angeles, CA, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA, USA.
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15
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Duong HG, Choi EJ, Hsu P, Chiang NR, Patel SA, Olvera JG, Liu YC, Lin YH, Yao P, Wong WH, Indralingam CS, Tsai MS, Boland BS, Wang W, Chang JT. Identification of CD8 + T-Cell-Immune Cell Communications in Ileal Crohn's Disease. Clin Transl Gastroenterol 2023; 14:e00576. [PMID: 36854061 PMCID: PMC10208704 DOI: 10.14309/ctg.0000000000000576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 02/10/2023] [Indexed: 03/02/2023] Open
Abstract
INTRODUCTION Crohn's disease (CD) is a major subtype of inflammatory bowel disease (IBD), a spectrum of chronic intestinal disorders caused by dysregulated immune responses to gut microbiota. Although transcriptional and functional changes in a number of immune cell types have been implicated in the pathogenesis of IBD, the cellular interactions and signals that drive these changes have been less well-studied. METHODS We performed Cellular Indexing of Transcriptomes and Epitopes by sequencing on peripheral blood, colon, and ileal immune cells derived from healthy subjects and patients with CD. We applied a previously published computational approach, NicheNet, to predict immune cell types interacting with CD8 + T-cell subsets, revealing putative ligand-receptor pairs and key transcriptional changes downstream of these cell-cell communications. RESULTS As a number of recent studies have revealed a potential role for CD8 + T-cell subsets in the pathogenesis of IBD, we focused our analyses on identifying the interactions of CD8 + T-cell subsets with other immune cells in the intestinal tissue microenvironment. We identified ligands and signaling pathways that have implicated in IBD, such as interleukin-1β, supporting the validity of the approach, along with unexpected ligands, such as granzyme B, which may play previously unappreciated roles in IBD. DISCUSSION Overall, these findings suggest that future efforts focused on elucidating cell-cell communications among immune and nonimmune cell types may further our understanding of IBD pathogenesis.
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Affiliation(s)
- Han G. Duong
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Eunice J. Choi
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, USA;
| | - Paul Hsu
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Natalie R. Chiang
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Shefali A. Patel
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Jocelyn G. Olvera
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Yi Chia Liu
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Yun Hsuan Lin
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Priscilla Yao
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - William H. Wong
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | | | - Matthew S. Tsai
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
- Department of Medicine, Jennifer Moreno Department of Veteran Affairs Medical Center, San Diego, California, USA
| | - Brigid S. Boland
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
| | - Wei Wang
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, USA;
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, California, USA.
| | - John T. Chang
- Department of Medicine, University of California San Diego, La Jolla, California, USA;
- Department of Medicine, Jennifer Moreno Department of Veteran Affairs Medical Center, San Diego, California, USA
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16
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Popović B, Nicolet BP, Guislain A, Engels S, Jurgens AP, Paravinja N, Freen-van Heeren JJ, van Alphen FPJ, van den Biggelaar M, Salerno F, Wolkers MC. Time-dependent regulation of cytokine production by RNA binding proteins defines T cell effector function. Cell Rep 2023; 42:112419. [PMID: 37074914 DOI: 10.1016/j.celrep.2023.112419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 02/26/2023] [Accepted: 04/04/2023] [Indexed: 04/20/2023] Open
Abstract
Potent T cell responses against infections and malignancies require a rapid yet tightly regulated production of toxic effector molecules. Their production level is defined by post-transcriptional events at 3' untranslated regions (3' UTRs). RNA binding proteins (RBPs) are key regulators in this process. With an RNA aptamer-based capture assay, we identify >130 RBPs interacting with IFNG, TNF, and IL2 3' UTRs in human T cells. RBP-RNA interactions show plasticity upon T cell activation. Furthermore, we uncover the intricate and time-dependent regulation of cytokine production by RBPs: whereas HuR supports early cytokine production, ZFP36L1, ATXN2L, and ZC3HAV1 dampen and shorten the production duration, each at different time points. Strikingly, even though ZFP36L1 deletion does not rescue the dysfunctional phenotype, tumor-infiltrating T cells produce more cytokines and cytotoxic molecules, resulting in superior anti-tumoral T cell responses. Our findings thus show that identifying RBP-RNA interactions reveals key modulators of T cell responses in health and disease.
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Affiliation(s)
- Branka Popović
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Benoît P Nicolet
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Aurélie Guislain
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Sander Engels
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Anouk P Jurgens
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Natali Paravinja
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Julian J Freen-van Heeren
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Floris P J van Alphen
- Department of Molecular Hematology, Sanquin Research, 1066 CX Amsterdam, the Netherlands
| | | | - Fiamma Salerno
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands
| | - Monika C Wolkers
- Department of Hematopoiesis, Sanquin Research, 1066 CX Amsterdam, the Netherlands; Landsteiner Laboratory, Amsterdam Immunity and Infection and Cancer Center Amsterdam, the Amsterdam University Medical Center, 1066 CX Amsterdam, the Netherlands; Oncode Institute, 3521 AL Utrecht, the Netherlands.
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17
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Zhu P, Liu W, Zhang X, Li M, Liu G, Yu Y, Li Z, Li X, Du J, Wang X, Grueter CC, Li M, Zhou X. Correlated evolution of social organization and lifespan in mammals. Nat Commun 2023; 14:372. [PMID: 36720880 PMCID: PMC9889386 DOI: 10.1038/s41467-023-35869-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 01/05/2023] [Indexed: 02/02/2023] Open
Abstract
Discerning the relationship between sociality and longevity would permit a deeper understanding of how animal life history evolved. Here, we perform a phylogenetic comparative analysis of ~1000 mammalian species on three states of social organization (solitary, pair-living, and group-living) and longevity. We show that group-living species generally live longer than solitary species, and that the transition rate from a short-lived state to a long-lived state is higher in group-living than non-group-living species, altogether supporting the correlated evolution of social organization and longevity. The comparative brain transcriptomes of 94 mammalian species identify 31 genes, hormones and immunity-related pathways broadly involved in the association between social organization and longevity. Further selection features reveal twenty overlapping pathways under selection for both social organization and longevity. These results underscore a molecular basis for the influence of the social organization on longevity.
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Affiliation(s)
- Pingfen Zhu
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China
| | - Weiqiang Liu
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xiaoxiao Zhang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Meng Li
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China
| | - Gaoming Liu
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China
| | - Yang Yu
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.,Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230026, China
| | - Zihao Li
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xuanjing Li
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Juan Du
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xiao Wang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China
| | - Cyril C Grueter
- School of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia.,Centre for Evolutionary Biology, School of Biological Sciences, The University of Western Australia, Perth, WA, 6009, Australia.,International Center of Biodiversity and Primate Conservation, Dali University, Dali, Yunnan, 671003, China
| | - Ming Li
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China. .,Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, 650223, China.
| | - Xuming Zhou
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Beijing, 100101, China.
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18
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Sun M, Cao Y, Okada R, Reyes-González JM, Stack HG, Qin H, Li N, Seibert C, Kelly MC, Ruppin E, Ho M, Thiele CJ, Nguyen R. Preclinical optimization of a GPC2-targeting CAR T-cell therapy for neuroblastoma. J Immunother Cancer 2023; 11:e005881. [PMID: 36631162 PMCID: PMC9835961 DOI: 10.1136/jitc-2022-005881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Although most patients with newly diagnosed high-risk neuroblastoma (NB) achieve remission after initial therapy, more than 50% experience late relapses caused by minimal residual disease (MRD) and succumb to their cancer. Therapeutic strategies to target MRD may benefit these children. We developed a new chimeric antigen receptor (CAR) targeting glypican-2 (GPC2) and conducted iterative preclinical engineering of the CAR structure to maximize its anti-tumor efficacy before clinical translation. METHODS We evaluated different GPC2-CAR constructs by measuring the CAR activity in vitro. NOD-SCID mice engrafted orthotopically with human NB cell lines or patient-derived xenografts and treated with human CAR T cells served as in vivo models. Mechanistic studies were performed using single-cell RNA-sequencing. RESULTS Applying stringent in vitro assays and orthotopic in vivo NB models, we demonstrated that our single-chain variable fragment, CT3, integrated into a CAR vector with a CD28 hinge, CD28 transmembrane, and 4-1BB co-stimulatory domain (CT3.28H.BBζ) elicits the best preclinical anti-NB activity compared with other tested CAR constructs. This enhanced activity was associated with an enrichment of CD8+ effector T cells in the tumor-microenvironment and upregulation of several effector molecules such as GNLY, GZMB, ZNF683, and HMGN2. Finally, we also showed that the CT3.28H.BBζ CAR we developed was more potent than a recently clinically tested GD2-targeted CAR to control NB growth in vivo. CONCLUSION Given the robust preclinical activity of CT3.28H.BBζ, these results form a promising basis for further clinical testing in children with NB.
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Affiliation(s)
- Ming Sun
- Pediatric Oncology Branch, NCI, Bethesda, Maryland, USA
| | - Yingying Cao
- Cancer Data Science Laboratory, NCI, Bethesda, Maryland, USA
| | - Reona Okada
- Pediatric Oncology Branch, NCI, Bethesda, Maryland, USA
| | | | | | - Haiying Qin
- Pediatric Oncology Branch, NCI, Bethesda, Maryland, USA
| | - Nan Li
- Laboratory of Molecular Biology, National Institutes of Health, Bethesda, Maryland, USA
| | - Charlie Seibert
- Center for Cancer Research Single Cell Analysis Facility, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Michael C Kelly
- Single Cell Analysis Facility, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Eytan Ruppin
- Cancer Data Science Laboratory, NCI, Bethesda, Maryland, USA
| | - Mitchell Ho
- Laboratory of Molecular Biology, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Rosa Nguyen
- Pediatric Oncology Branch, NCI, Bethesda, Maryland, USA
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19
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Roles of RNA-binding proteins in neurological disorders, COVID-19, and cancer. Hum Cell 2023; 36:493-514. [PMID: 36528839 PMCID: PMC9760055 DOI: 10.1007/s13577-022-00843-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022]
Abstract
RNA-binding proteins (RBPs) have emerged as important players in multiple biological processes including transcription regulation, splicing, R-loop homeostasis, DNA rearrangement, miRNA function, biogenesis, and ribosome biogenesis. A large number of RBPs had already been identified by different approaches in various organisms and exhibited regulatory functions on RNAs' fate. RBPs can either directly or indirectly interact with their target RNAs or mRNAs to assume a key biological function whose outcome may trigger disease or normal biological events. They also exert distinct functions related to their canonical and non-canonical forms. This review summarizes the current understanding of a wide range of RBPs' functions and highlights their emerging roles in the regulation of diverse pathways, different physiological processes, and their molecular links with diseases. Various types of diseases, encompassing colorectal carcinoma, non-small cell lung carcinoma, amyotrophic lateral sclerosis, and Severe acute respiratory syndrome coronavirus 2, aberrantly express RBPs. We also highlight some recent advances in the field that could prompt the development of RBPs-based therapeutic interventions.
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20
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Matheson LS, Petkau G, Sáenz-Narciso B, D'Angeli V, McHugh J, Newman R, Munford H, West J, Chakraborty K, Roberts J, Łukasiak S, Díaz-Muñoz MD, Bell SE, Dimeloe S, Turner M. Multiomics analysis couples mRNA turnover and translational control of glutamine metabolism to the differentiation of the activated CD4 + T cell. Sci Rep 2022; 12:19657. [PMID: 36385275 PMCID: PMC9669047 DOI: 10.1038/s41598-022-24132-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 11/10/2022] [Indexed: 11/17/2022] Open
Abstract
The ZFP36 family of RNA-binding proteins acts post-transcriptionally to repress translation and promote RNA decay. Studies of genes and pathways regulated by the ZFP36 family in CD4+ T cells have focussed largely on cytokines, but their impact on metabolic reprogramming and differentiation is unclear. Using CD4+ T cells lacking Zfp36 and Zfp36l1, we combined the quantification of mRNA transcription, stability, abundance and translation with crosslinking immunoprecipitation and metabolic profiling to determine how they regulate T cell metabolism and differentiation. Our results suggest that ZFP36 and ZFP36L1 act directly to limit the expression of genes driving anabolic processes by two distinct routes: by targeting transcription factors and by targeting transcripts encoding rate-limiting enzymes. These enzymes span numerous metabolic pathways including glycolysis, one-carbon metabolism and glutaminolysis. Direct binding and repression of transcripts encoding glutamine transporter SLC38A2 correlated with increased cellular glutamine content in ZFP36/ZFP36L1-deficient T cells. Increased conversion of glutamine to α-ketoglutarate in these cells was consistent with direct binding of ZFP36/ZFP36L1 to Gls (encoding glutaminase) and Glud1 (encoding glutamate dehydrogenase). We propose that ZFP36 and ZFP36L1 as well as glutamine and α-ketoglutarate are limiting factors for the acquisition of the cytotoxic CD4+ T cell fate. Our data implicate ZFP36 and ZFP36L1 in limiting glutamine anaplerosis and differentiation of activated CD4+ T cells, likely mediated by direct binding to transcripts of critical genes that drive these processes.
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Affiliation(s)
- Louise S Matheson
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.
| | - Georg Petkau
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK
| | - Beatriz Sáenz-Narciso
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK
| | - Vanessa D'Angeli
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.,Present Address: IONTAS, The Works, Unity Campus, Cambridge, CB22 3EF, UK
| | - Jessica McHugh
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.,Present Address: Nature Reviews Rheumatology, The Campus, 4 Crinan Street, London, N1 9XW, UK
| | - Rebecca Newman
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.,Present Address: Immunology Research Unit, GlaxoSmithKline, Gunnels Wood Road, Stevenage, SG1 2NY, Herts, UK
| | - Haydn Munford
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, IBR, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - James West
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Krishnendu Chakraborty
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.,Present Address: Bioanalysis, Immunogenicity and Biomarkers (BIB), IVIVT, GSK, Stevenage, SG1 2NY, UK
| | - Jennie Roberts
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
| | - Sebastian Łukasiak
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.,Present Address: Discovery Biology, Discovery Science, R&D, AstraZeneca, Cambridge, UK
| | - Manuel D Díaz-Muñoz
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.,Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), Inserm UMR1291, CNRS UMR5051, University Paul Sabatier, CHU Purpan, BP3028, 31024, Toulouse, France
| | - Sarah E Bell
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK
| | - Sarah Dimeloe
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, IBR, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.,Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
| | - Martin Turner
- Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge, CB22 3AT, UK.
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21
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Pan M, Li B. T cell receptor convergence is an indicator of antigen-specific T cell response in cancer immunotherapies. eLife 2022; 11:e81952. [PMID: 36350695 PMCID: PMC9683788 DOI: 10.7554/elife.81952] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 11/08/2022] [Indexed: 11/11/2022] Open
Abstract
T cells are potent at eliminating pathogens and playing a crucial role in the adaptive immune response. T cell receptor (TCR) convergence describes T cells that share identical TCRs with the same amino acid sequences but have different DNA sequences due to codon degeneracy. We conducted a systematic investigation of TCR convergence using single-cell immune profiling and bulk TCRβ-sequence (TCR-seq) data obtained from both mouse and human samples and uncovered a strong link between antigen-specificity and convergence. This association was stronger than T cell expansion, a putative indicator of antigen-specific T cells. By using flow-sorted tetramer+ single T cell data, we discovered that convergent T cells were enriched for a neoantigen-specific CD8+ effector phenotype in the tumor microenvironment. Moreover, TCR convergence demonstrated better prediction accuracy for immunotherapy response than the existing TCR repertoire indexes. In conclusion, convergent T cells are likely to be antigen-specific and might be a novel prognostic biomarker for anti-cancer immunotherapy.
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Affiliation(s)
- Mingyao Pan
- Lyda Hill Department of Bioinformatics, The University of Texas Southwestern Medical CenterDallasUnited States
| | - Bo Li
- Lyda Hill Department of Bioinformatics, The University of Texas Southwestern Medical CenterDallasUnited States
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22
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Cook ME, Bradstreet TR, Webber AM, Kim J, Santeford A, Harris KM, Murphy MK, Tran J, Abdalla NM, Schwarzkopf EA, Greco SC, Halabi CM, Apte RS, Blackshear PJ, Edelson BT. The ZFP36 family of RNA binding proteins regulates homeostatic and autoreactive T cell responses. Sci Immunol 2022; 7:eabo0981. [PMID: 36269839 PMCID: PMC9832469 DOI: 10.1126/sciimmunol.abo0981] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
RNA binding proteins are important regulators of T cell activation, proliferation, and cytokine production. The zinc finger protein 36 (ZFP36) family genes (Zfp36, Zfp36l1, and Zfp36l2) encode RNA binding proteins that promote the degradation of transcripts containing AU-rich elements. Numerous studies have demonstrated both individual and shared functions of the ZFP36 family in immune cells, but their collective function in T cells remains unclear. Here, we found a redundant and critical role for the ZFP36 proteins in regulating T cell quiescence. T cell-specific deletion of all three ZFP36 family members in mice resulted in early lethality, immune cell activation, and multiorgan pathology characterized by inflammation of the eyes, central nervous system, kidneys, and liver. Mice with T cell-specific deletion of any two Zfp36 genes were protected from this spontaneous syndrome. Triply deficient T cells overproduced proinflammatory cytokines, including IFN-γ, TNF, and GM-CSF, due to increased mRNA stability of these transcripts. Unexpectedly, T cell-specific deletion of both Zfp36l1 and Zfp36l2 rendered mice resistant to experimental autoimmune encephalomyelitits due to failed priming of antigen-specific CD4+ T cells. ZFP36L1 and ZFP36L2 double-deficient CD4+ T cells had poor proliferation during in vitro T helper cell polarization. Thus, the ZFP36 family redundantly regulates T cell quiescence at homeostasis, but ZFP36L1 and ZFP36L2 are specifically required for antigen-specific T cell clonal expansion.
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Affiliation(s)
- Melissa E. Cook
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
| | - Tara R. Bradstreet
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
| | - Ashlee M. Webber
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
| | - Jongshin Kim
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine; St. Louis, MO, USA
- Current address: Medical Science and Engineering Program, School of Convergence Science and Technology, Pohang University of Science and Technology; Pohang, Korea
| | - Andrea Santeford
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine; St. Louis, MO, USA
| | - Kevin M. Harris
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
| | - Maegan K. Murphy
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
| | - Jennifer Tran
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
- Department of Medicine, Washington University School of Medicine; St. Louis, MO, USA
| | - Nada M. Abdalla
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
| | - Elizabeth A. Schwarzkopf
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
- Current address: Wugen, Inc.; St. Louis, MO, USA
| | - Suellen C. Greco
- Division of Comparative Medicine, Washington University School of Medicine; St. Louis, MO, USA
| | - Carmen M. Halabi
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Rajendra S. Apte
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine; St. Louis, MO, USA
- Department of Medicine, Washington University School of Medicine; St. Louis, MO, USA
- Department of Developmental Biology, Washington University School of Medicine; St. Louis, MO, USA
| | - Perry J. Blackshear
- Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health; Research Triangle Park, NC, USA
- Departments of Medicine and Biochemistry, Duke University Medical Center; Durham, NC, USA
| | - Brian T. Edelson
- Department of Pathology and Immunology, Washington University School of Medicine; St. Louis, MO, USA
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23
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Richard AC. Divide and Conquer: Phenotypic and Temporal Heterogeneity Within CD8+ T Cell Responses. Front Immunol 2022; 13:949423. [PMID: 35911755 PMCID: PMC9334874 DOI: 10.3389/fimmu.2022.949423] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/22/2022] [Indexed: 11/23/2022] Open
Abstract
The advent of technologies that can characterize the phenotypes, functions and fates of individual cells has revealed extensive and often unexpected levels of diversity between cells that are nominally of the same subset. CD8+ T cells, also known as cytotoxic T lymphocytes (CTLs), are no exception. Investigations of individual CD8+ T cells both in vitro and in vivo have highlighted the heterogeneity of cellular responses at the levels of activation, differentiation and function. This review takes a broad perspective on the topic of heterogeneity, outlining different forms of variation that arise during a CD8+ T cell response. Specific attention is paid to the impact of T cell receptor (TCR) stimulation strength on heterogeneity. In particular, this review endeavors to highlight connections between variation at different cellular stages, presenting known mechanisms and key open questions about how variation between cells can arise and propagate.
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