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Abstract
Cells of the mammalian innate immune system have evolved to protect the host from various environmental or internal insults and injuries which perturb the homeostatic state of the organism. Among the lymphocytes of the innate immune system are natural killer (NK) cells, which circulate and survey host tissues for signs of stress, including infection or transformation. NK cells rapidly eliminate damaged cells in the blood or within tissues through secretion of cytolytic machinery and production of proinflammatory cytokines. To perform these effector functions while traversing between the blood and tissues, patrolling NK cells require sufficient fuel to meet their energetic demands. Here, we highlight the ability of NK cells to metabolically adapt across tissues, during times of nutrient deprivation and within tumor microenvironments. Whether at steady state, or during viral infection and cancer, NK cells readily shift their nutrient uptake and usage in order to maintain metabolism, survival, and function.
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Affiliation(s)
- Rebecca B. Delconte
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Joseph C. Sun
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of Immunology and Microbial Pathogenesis, Weill Cornell Medical College, New York, NY 10065, USA
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2
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Zhang J, Li AM, Kansler ER, Li MO. Cancer immunity by tissue-resident type 1 innate lymphoid cells and killer innate-like T cells. Immunol Rev 2024; 323:150-163. [PMID: 38506480 PMCID: PMC11102320 DOI: 10.1111/imr.13319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
Cancer progression can be restrained by tumor-infiltrating lymphocytes in a process termed cancer immunosurveillance. Based on how lymphocytes are activated and recruited to the tumor tissue, cancer immunity is either pre-wired, in which innate lymphocytes and innate-like T cells are directly recruited to and activated in tumors following their differentiation in primary lymphoid organs; or priming-dependent, in which conventional adaptive T cells are first primed by cognate antigens in secondary lymphoid organs before homing to and reactivated in tumors. While priming-dependent cancer immunity has been a focus of cancer immunology research for decades, in part due to historical preconception of cancer theory and tumor model choice as well as clinical success of conventional adaptive T cell-directed therapeutic programs, recent studies have revealed that pre-wired cancer immunity mediated by tissue-resident type 1 innate lymphoid cells (ILC1s) and killer innate-like T cells (ILTCKs) is an integral component of the cancer immunosurveillance process. Herein we review the distinct ontogenies and cancer-sensing mechanisms of ILC1s and ILTCKs in murine genetic cancer models as well as the conspicuously conserved responses in human malignancies. How ILC1s and ILTCKs may be targeted to broaden the scope of cancer immunotherapy beyond conventional adaptive T cells is also discussed.
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Affiliation(s)
- Jing Zhang
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Albert M. Li
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emily R. Kansler
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ming O. Li
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Louis V. Gerstner Jr. Graduate School of Biomedical Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunology and Microbial Pathogenesis Graduate Program, Weill Cornell Graduate School of Biomedical Sciences, Cornell University, New York, NY, USA
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3
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Girardo B, Schopfer LM, Yue Y, Lockridge O, Larson MA. Polyaminated, acetylated and stop codon readthrough of recombinant Francisella tularensis universal stress protein in Escherichia coli. PLoS One 2024; 19:e0299701. [PMID: 38683788 PMCID: PMC11057771 DOI: 10.1371/journal.pone.0299701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/14/2024] [Indexed: 05/02/2024] Open
Abstract
Recombinant Francisella tularensis universal stress protein with a C-terminal histidine-tag (rUsp/His6) was expressed in Escherichia coli. Endogenous F. tularensis Usp has a predicted molecular mass of 30 kDa, but rUsp/His6 had an apparent molecular weight of 33 kDa based on Western blot analyses. To determine the source of the higher molecular weight for rUsp/His6, post translational modifications were examined. Tryptic peptides of purified rUsp/His6 were subjected to liquid chromatography tandem mass spectrometry (LC-MS/MS) and fragmentation spectra were searched for acetylated lysines and polyaminated glutamines. Of the 24 lysines in rUsp/His6, 10 were acetylated (K63, K68, K72, K129, K175, K201, K208, K212, K233, and K238) and three of the four glutamines had putrescine, spermidine and spermine adducts (Q55, Q60 and Q267). The level of post-translational modification was substoichiometric, eliminating the possibility that these modifications were the sole contributor to the 3 kDa extra mass of rUsp/His6. LC-MS/MS revealed that stop codon readthrough had occurred resulting in the unexpected addition of 20 extra amino acids at the C-terminus of rUsp/His6, after the histidine tag. Further, the finding of polyaminated glutamines in rUsp/His6 indicated that E. coli is capable of transglutaminase activity.
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Affiliation(s)
- Benjamin Girardo
- Pathology and Microbiology Department, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Lawrence M. Schopfer
- Eppley Institute, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Yinshi Yue
- Pathology and Microbiology Department, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Oksana Lockridge
- Eppley Institute, University of Nebraska Medical Center, Omaha, NE, United States of America
| | - Marilynn A. Larson
- Pathology and Microbiology Department, University of Nebraska Medical Center, Omaha, NE, United States of America
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Lima AR, Sammarro Silva KJ, Aguiar ASN, de Souza M, Lima THN, Blanco KC, Bagnato VS, Dias LD. Impact of PVC microplastics in photodynamic inactivation of Staphylococcus aureus and MRSA. Water Sci Technol 2024; 89:2105-2117. [PMID: 38678412 DOI: 10.2166/wst.2024.104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 03/17/2024] [Indexed: 04/30/2024]
Abstract
Photodynamic processes have found widespread application in therapies. These processes involve photosensitizers (PSs) that, when excited by specific light wavelengths and in the presence of molecular oxygen, generate reactive oxygen species (ROS), that target cells leading to inactivation. Photodynamic action has gained notable attention in environmental applications, particularly against pathogens and antibiotic-resistant bacteria (ARB) that pose a significant challenge to public health. However, environmental matrices frequently encompass additional contaminants and interferents, including microplastics (MPs), which are pollutants of current concern. Their presence in water and effluents has been extensively documented, highlighting their impact on conventional treatment methods, but this information remains scarce in the context of photodynamic inactivation (PDI) setups. Here, we described the effects of polyvinyl chloride (PVC) microparticles in PDI targeting Staphylococcus aureus and its methicillin-resistant strain (MRSA), using curcumin as a PS under blue light. The presence of PVC microparticles does not hinder ROS formation; however, depending on its concentration, it can impact bacterial inactivation. Our results underscore that PDI remains a potent method for reducing bacterial concentrations in water and wastewater containing ARB, even in highly contaminated scenarios with MPs.
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Affiliation(s)
- Alessandra Ramos Lima
- Laboratory of Environmental Biophotonics, São Carlos Institute of Physics, University of São Paulo, São Carlos, SP, Brazil E-mail:
| | - Kamila Jessie Sammarro Silva
- Laboratory of Environmental Biophotonics, São Carlos Institute of Physics, University of São Paulo, São Carlos, SP, Brazil
| | - Antônio Sérgio Nakao Aguiar
- Grupo de Química Teórica e Estrutural de Anápolis, Universidade Estadual de Goiás, Anápolis, GO, Brazil; Laboratório de Novos Materiais, Universidade Evangélica de Goiás, Anápolis, GO, Brazil
| | - Mariana de Souza
- Laboratory of Environmental Biophotonics, São Carlos Institute of Physics, University of São Paulo, São Carlos, SP, Brazil
| | - Thalita Hellen Nunes Lima
- Laboratory of Environmental Biophotonics, São Carlos Institute of Physics, University of São Paulo, São Carlos, SP, Brazil
| | - Kate Cristina Blanco
- Laboratory of Environmental Biophotonics, São Carlos Institute of Physics, University of São Paulo, São Carlos, SP, Brazil
| | - Vanderlei Salvador Bagnato
- Laboratory of Environmental Biophotonics, São Carlos Institute of Physics, University of São Paulo, São Carlos, SP, Brazil; Department of Biomedical Engineering, Texas A&M University, College Station, TX, USA
| | - Lucas Danilo Dias
- Laboratório de Novos Materiais, Universidade Evangélica de Goiás, Anápolis, GO, Brazil
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Gracia-Hernandez M, Yende AS, Gajendran N, Alahmadi Z, Li X, Munoz Z, Tan K, Noonepalle S, Shibata M, Villagra A. Targeting HDAC6 improves anti-CD47 immunotherapy. J Exp Clin Cancer Res 2024; 43:60. [PMID: 38414061 PMCID: PMC10898070 DOI: 10.1186/s13046-024-02982-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 02/12/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND Cancer cells can overexpress CD47, an innate immune checkpoint that prevents phagocytosis upon interaction with signal regulatory protein alpha (SIRPα) expressed in macrophages and other myeloid cells. Several clinical trials have reported that CD47 blockade reduces tumor growth in hematological malignancies. However, CD47 blockade has shown modest results in solid tumors, including melanoma. Our group has demonstrated that histone deacetylase 6 inhibitors (HDAC6is) have immunomodulatory properties, such as controlling macrophage phenotype and inflammatory properties. However, the molecular and cellular mechanisms controlling these processes are not fully understood. In this study, we evaluated the role of HDAC6 in regulating the CD47/SIRPα axis and phagocytosis in macrophages. METHODS We tested the role of HDAC6is, especially Nexturastat A, in regulating macrophage phenotype and phagocytic function using bone marrow-derived macrophages and macrophage cell lines. The modulation of the CD47/SIRPα axis and phagocytosis by HDAC6is was investigated using murine and human melanoma cell lines and macrophages. Phagocytosis was evaluated via coculture assays of macrophages and melanoma cells by flow cytometry and immunofluorescence. Lastly, to evaluate the antitumor activity of Nexturastat A in combination with anti-CD47 or anti-SIRPα antibodies, we performed in vivo studies using the SM1 and/or B16F10 melanoma mouse models. RESULTS We observed that HDAC6is enhanced the phenotype of antitumoral M1 macrophages while decreasing the protumoral M2 phenotype. In addition, HDAC6 inhibition diminished the expression of SIRPα, increased the expression of other pro-phagocytic signals in macrophages, and downregulated CD47 expression in mouse and human melanoma cells. This regulatory role on the CD47/SIRPα axis translated into enhanced antitumoral phagocytic capacity of macrophages treated with Nexturastat A and anti-CD47. We also observed that the systemic administration of HDAC6i enhanced the in vivo antitumor activity of anti-CD47 blockade in melanoma by modulating macrophage and natural killer cells in the tumor microenvironment. However, Nexturastat A did not enhance the antitumor activity of anti-SIRPα despite its modulation of macrophage populations in the SM1 tumor microenvironment. CONCLUSIONS Our results demonstrate the critical regulatory role of HDAC6 in phagocytosis and innate immunity for the first time, further underscoring the use of these inhibitors to potentiate CD47 immune checkpoint blockade therapeutic strategies.
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Affiliation(s)
- Maria Gracia-Hernandez
- Department of Biochemistry and Molecular Medicine, The George Washington University, Washington, DC, USA
| | - Ashutosh S Yende
- Department of Anatomy and Cell Biology, The George Washington University, Washington, DC, USA
| | - Nithya Gajendran
- Oncology Department, Georgetown University Medical Center, Washington, DC, USA
| | - Zubaydah Alahmadi
- Department of Biochemistry and Molecular Medicine, The George Washington University, Washington, DC, USA
| | - Xintang Li
- Oncology Department, Georgetown University Medical Center, Washington, DC, USA
| | - Zuleima Munoz
- Department of Biochemistry and Molecular Medicine, The George Washington University, Washington, DC, USA
| | - Karen Tan
- Oncology Department, Georgetown University Medical Center, Washington, DC, USA
| | - Satish Noonepalle
- Oncology Department, Georgetown University Medical Center, Washington, DC, USA
| | - Maho Shibata
- Department of Anatomy and Cell Biology, The George Washington University, Washington, DC, USA
| | - Alejandro Villagra
- Oncology Department, Georgetown University Medical Center, Washington, DC, USA.
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Kim J, Qin S, Zhou HX, Rosen MK. Surface Charge Can Modulate Phase Separation of Multidomain Proteins. J Am Chem Soc 2024; 146:3383-3395. [PMID: 38262618 PMCID: PMC10859935 DOI: 10.1021/jacs.3c12789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 12/28/2023] [Accepted: 12/29/2023] [Indexed: 01/25/2024]
Abstract
Phase separation has emerged as an important mechanism explaining the formation of certain biomolecular condensates. Biological phase separation is often driven by the multivalent interactions of modular protein domains. Beyond valency, the physical features of folded domains that promote phase separation are poorly understood. We used a model system─the small ubiquitin modifier (SUMO) and its peptide ligand, the SUMO interaction motif (SIM)─to examine how domain surface charge influences multivalency-driven phase separation. Phase separation of polySUMO and polySIM was altered by pH via a change in the protonation state of SUMO surface histidines. These effects were recapitulated by histidine mutations, which modulated SUMO solubility and polySUMO-polySIM phase separation in parallel and were quantitatively explained by atomistic modeling of weak interactions among proteins in the system. Thus, surface charge can tune the phase separation of multivalent proteins, suggesting a means of controlling phase separation biologically, evolutionarily, and therapeutically.
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Affiliation(s)
- Jonggul Kim
- Department
of Biophysics, University of Texas Southwestern
Medical Center, Dallas, Texas 75390, United States
- Howard
Hughes Medical Institute, Dallas, Texas 75390, United States
| | - Sanbo Qin
- Department
of Chemistry, University of Illinois Chicago, Chicago, Illinois 60607, United States
| | - Huan-Xiang Zhou
- Department
of Chemistry, University of Illinois Chicago, Chicago, Illinois 60607, United States
- Department
of Physics, University of Illinois Chicago, Chicago, Illinois 60607, United States
| | - Michael K. Rosen
- Department
of Biophysics, University of Texas Southwestern
Medical Center, Dallas, Texas 75390, United States
- Howard
Hughes Medical Institute, Dallas, Texas 75390, United States
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Eaglesham JB, Kranzusch PJ. Tracing the evolutionary origins of antiviral immunity. PLoS Biol 2024; 22:e3002481. [PMID: 38319913 PMCID: PMC10846735 DOI: 10.1371/journal.pbio.3002481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024] Open
Abstract
Animal and bacterial cells use shared mechanisms to defend against viruses. Analyzing 3 families of immune genes, a new study in PLOS Biology illuminates this evolutionary connection and traces the emergence of antiviral signaling across domains of life.
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Affiliation(s)
| | - Philip J. Kranzusch
- Department of Microbiology, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
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Zhu Q, Conrad DN, Gartner ZJ. deMULTIplex2: robust sample demultiplexing for scRNA-seq. Genome Biol 2024; 25:37. [PMID: 38291503 PMCID: PMC10829271 DOI: 10.1186/s13059-024-03177-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 01/18/2024] [Indexed: 02/01/2024] Open
Abstract
Sample multiplexing enables pooled analysis during single-cell RNA sequencing workflows, thereby increasing throughput and reducing batch effects. A challenge for all multiplexing techniques is to link sample-specific barcodes with cell-specific barcodes, then demultiplex sample identity post-sequencing. However, existing demultiplexing tools fail under many real-world conditions where barcode cross-contamination is an issue. We therefore developed deMULTIplex2, an algorithm inspired by a mechanistic model of barcode cross-contamination. deMULTIplex2 employs generalized linear models and expectation-maximization to probabilistically determine the sample identity of each cell. Benchmarking reveals superior performance across various experimental conditions, particularly on large or noisy datasets with unbalanced sample compositions.
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Affiliation(s)
- Qin Zhu
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, 94158, USA.
| | - Daniel N Conrad
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Zev J Gartner
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, 94158, USA.
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA.
- Center for Cellular Construction, University of California, San Francisco, CA, 94158, USA.
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9
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Kim HJ, Nakagawa H, Choi JY, Che X, Divris A, Liu Q, Wight AE, Zhang H, Saad A, Solhjou Z, Deban C, Azzi JR, Cantor H. A narrow T cell receptor repertoire instructs thymic differentiation of MHC class Ib-restricted CD8+ regulatory T cells. J Clin Invest 2024; 134:e170512. [PMID: 37934601 PMCID: PMC10760956 DOI: 10.1172/jci170512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 11/02/2023] [Indexed: 11/09/2023] Open
Abstract
Although most CD8+ T cells are equipped to kill infected or transformed cells, a subset may regulate immune responses and preserve self-tolerance. Here, we describe a CD8 lineage that is instructed to differentiate into CD8 T regulatory cells (Tregs) by a surprisingly restricted set of T cell receptors (TCRs) that recognize MHC-E (mouse Qa-1) and several dominant self-peptides. Recognition and elimination of pathogenic target cells that express these Qa-1-self-peptide complexes selectively inhibits pathogenic antibody responses without generalized immune suppression. Immunization with synthetic agonist peptides that mobilize CD8 Tregs in vivo efficiently inhibit antigraft antibody responses and markedly prolong heart and kidney organ graft survival. Definition of TCR-dependent differentiation and target recognition by this lineage of CD8 Tregs may open the way to new therapeutic approaches to inhibit pathogenic antibody responses.
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Affiliation(s)
- Hye-Jung Kim
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Immunology and
| | - Hidetoshi Nakagawa
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Immunology and
| | - John Y. Choi
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Transplant Research Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Xuchun Che
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Immunology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Andrew Divris
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
| | - Qingshi Liu
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Immunology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Andrew E. Wight
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Immunology and
| | - Hengcheng Zhang
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Transplant Research Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Anis Saad
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Transplant Research Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Zhabiz Solhjou
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Transplant Research Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Christa Deban
- Transplant Research Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Jamil R. Azzi
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Transplant Research Center, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Harvey Cantor
- Department of Cancer Immunology & Virology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Immunology and
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Lui VG, Hoenig M, Cabrera-Martinez B, Baxter RM, Garcia-Perez JE, Bailey O, Acharya A, Lundquist K, Capera J, Matusewicz P, Hartl FA, D’Abramo M, Alba J, Jacobsen EM, Niewolik D, Lorenz M, Pannicke U, Schulz AS, Debatin KM, Schamel WW, Minguet S, Gumbart JC, Dustin ML, Cambier JC, Schwarz K, Hsieh EW. A partial human LCK defect causes a T cell immunodeficiency with intestinal inflammation. J Exp Med 2024; 221:e20230927. [PMID: 37962568 PMCID: PMC10644909 DOI: 10.1084/jem.20230927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 09/09/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
Lymphocyte-specific protein tyrosine kinase (LCK) is essential for T cell antigen receptor (TCR)-mediated signal transduction. Here, we report two siblings homozygous for a novel LCK variant (c.1318C>T; P440S) characterized by T cell lymphopenia with skewed memory phenotype, infant-onset recurrent infections, failure to thrive, and protracted diarrhea. The patients' T cells show residual TCR signal transduction and proliferation following anti-CD3/CD28 and phytohemagglutinin (PHA) stimulation. We demonstrate in mouse models that complete (Lck-/-) versus partial (LckP440S/P440S) loss-of-function LCK causes disease with differing phenotypes. While both Lck-/- and LckP440S/P440S mice exhibit arrested thymic T cell development and profound T cell lymphopenia, only LckP440S/P440S mice show residual T cell proliferation, cytokine production, and intestinal inflammation. Furthermore, the intestinal disease in the LckP440S/P440S mice is prevented by CD4+ T cell depletion or regulatory T cell transfer. These findings demonstrate that P440S LCK spares sufficient T cell function to allow the maturation of some conventional T cells but not regulatory T cells-leading to intestinal inflammation.
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Affiliation(s)
- Victor G. Lui
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Manfred Hoenig
- Department of Pediatrics, University Medical Center Ulm, Ulm, Germany
| | - Berenice Cabrera-Martinez
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Ryan M. Baxter
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Josselyn E. Garcia-Perez
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Olivia Bailey
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Atanu Acharya
- School of Physics, Georgia Institute of Technology, Atlanta, GA, USA
- BioInspired Syracuse and Department of Chemistry, Syracuse University, Syracuse, NY, USA
| | - Karl Lundquist
- School of Physics, Georgia Institute of Technology, Atlanta, GA, USA
| | - Jesusa Capera
- Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Paul Matusewicz
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- BIOSS Centre for Biological Signalling Studies and CIBSS Centre for Integrative Biological Signalling Studies, University of Freiburg, Freiburg, Germany
- Center of Chronic Immunodeficiency, University Clinics and Medical Faculty, University, Freiburg, Germany
| | - Frederike A. Hartl
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- BIOSS Centre for Biological Signalling Studies and CIBSS Centre for Integrative Biological Signalling Studies, University of Freiburg, Freiburg, Germany
- Center of Chronic Immunodeficiency, University Clinics and Medical Faculty, University, Freiburg, Germany
| | - Marco D’Abramo
- Department of Chemistry, Sapienza University of Rome, Rome, Italy
| | - Josephine Alba
- Department of Biology, Université de Fribourg, Fribourg, Switzerland
| | | | - Doris Niewolik
- Institute for Transfusion Medicine, University of Ulm, Ulm, Germany
| | - Myriam Lorenz
- Institute for Transfusion Medicine, University of Ulm, Ulm, Germany
| | - Ulrich Pannicke
- Institute for Transfusion Medicine, University of Ulm, Ulm, Germany
| | - Ansgar S. Schulz
- Department of Pediatrics, University Medical Center Ulm, Ulm, Germany
| | | | - Wolfgang W. Schamel
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- BIOSS Centre for Biological Signalling Studies and CIBSS Centre for Integrative Biological Signalling Studies, University of Freiburg, Freiburg, Germany
- Center of Chronic Immunodeficiency, University Clinics and Medical Faculty, University, Freiburg, Germany
| | - Susana Minguet
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- BIOSS Centre for Biological Signalling Studies and CIBSS Centre for Integrative Biological Signalling Studies, University of Freiburg, Freiburg, Germany
- Center of Chronic Immunodeficiency, University Clinics and Medical Faculty, University, Freiburg, Germany
| | - James C. Gumbart
- School of Physics, Georgia Institute of Technology, Atlanta, GA, USA
| | - Michael L. Dustin
- Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, The Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - John C. Cambier
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Human Immunology and Immunotherapy Initiative, University of Colorado Anschutz School of Medicine, Aurora, CO, USA
| | - Klaus Schwarz
- Institute for Transfusion Medicine, University of Ulm, Ulm, Germany
- Institute for Clinical Transfusion Medicine and Immunogenetics Ulm, German Red Cross Blood Service Baden-Wuerttemberg-Hessen, Ulm, Germany
| | - Elena W.Y. Hsieh
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Human Immunology and Immunotherapy Initiative, University of Colorado Anschutz School of Medicine, Aurora, CO, USA
- Department of Pediatrics, Section of Allergy and Immunology, Children’s Hospital Colorado, University of Colorado Anschutz School of Medicine, Aurora, CO, USA
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11
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Chlebowski RT, Aragaki AK. Long-term breast cancer incidence trends by mammography, obesity, and menopausal hormone therapy. Breast Cancer Res Treat 2024; 203:121-124. [PMID: 37728692 DOI: 10.1007/s10549-023-07113-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/24/2023] [Indexed: 09/21/2023]
Abstract
PURPOSE Over the past half century, the annual age-adjusted breast cancer incidence in the USA has fluctuated, potentially influenced by changes in mammography screening, obesity, and menopausal hormone therapy. As the relative contributions of these factors on breast cancer incidence have not been resolved, we assembled reliable sources of year-to-year changes in mammography, obesity, and hormone therapy to graphically display their relationship to breast cancer incidence through 50 years. METHODS Year-to-year trends were assembled: for mammography from the Center for Disease Control National Health Interviews; for hormone therapy from the Collaborative Group on Hormonal Factors in Breast Cancer report; for obesity from the NCD (Non-Communicable Diseases) Risk Factor Collaboration; and for breast cancer for US women 50-64 years of age from Surveillance, Epidemiology, and End Results (SEER) registry findings. RESULTS Increases in age-adjusted breast cancer incidence trend from about 1982 to 2002 track both mammography and hormone therapy use but not obesity. However, the sudden decrease in breast cancer incidence in 2003, subsequently sustained at a lower incidence level, only tracks the parallel reduction in hormone therapy use. CONCLUSION The sustained reduction in hormone therapy use from 2003 provides a plausible explanation for most of the lower breast cancer incidence seen in US postmenopausal women during the last two decades. The strong observational study obesity association with higher breast cancer risk is not reflected in breast cancer incidence trends.
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Affiliation(s)
- Rowan T Chlebowski
- The Lundquist Institute, 1124 W. Carson Street, Torrance, CA, 90502, USA.
| | - Aaron K Aragaki
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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12
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Zhu WS, Litterman AJ, Sekhon HS, Kageyama R, Arce MM, Taylor KE, Zhao W, Criswell LA, Zaitlen N, Erle DJ, Ansel KM. GCLiPP: global crosslinking and protein purification method for constructing high-resolution occupancy maps for RNA binding proteins. Genome Biol 2023; 24:281. [PMID: 38062486 PMCID: PMC10701951 DOI: 10.1186/s13059-023-03125-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
GCLiPP is a global RNA interactome capture method that detects RNA-binding protein (RBP) occupancy transcriptome-wide. GCLiPP maps RBP-occupied sites at a higher resolution than phase separation-based techniques. GCLiPP sequence tags correspond with known RBP binding sites and are enriched for sites detected by RBP-specific crosslinking immunoprecipitation (CLIP) for abundant cytosolic RBPs. Comparison of human Jurkat T cells and mouse primary T cells uncovers shared peaks of GCLiPP signal across homologous regions of human and mouse 3' UTRs, including a conserved mRNA-destabilizing cis-regulatory element. GCLiPP signal overlapping with immune-related SNPs uncovers stabilizing cis-regulatory regions in CD5, STAT6, and IKZF1.
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Affiliation(s)
- Wandi S Zhu
- Department of Microbiology & Immunology and Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA
| | - Adam J Litterman
- Department of Microbiology & Immunology and Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA
| | - Harshaan S Sekhon
- Department of Microbiology & Immunology and Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA
- University of California Berkeley, Berkeley, CA, USA
| | - Robin Kageyama
- Department of Microbiology & Immunology and Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA
| | - Maya M Arce
- Department of Microbiology & Immunology and Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA
| | - Kimberly E Taylor
- Department of Medicine, University of California San Francisco, San Francisco, USA
- Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, USA
| | - Wenxue Zhao
- Department of Medicine, University of California San Francisco, San Francisco, USA
- Lung Biology Center, University of California San Francisco, San Francisco, USA
- School of Medicine, Sun Yat-Sen University, Guangzhou, 510080, People's Republic of China
| | - Lindsey A Criswell
- Department of Medicine, University of California San Francisco, San Francisco, USA
- Russell/Engleman Rheumatology Research Center, University of California San Francisco, San Francisco, USA
| | - Noah Zaitlen
- Department of Medicine, University of California San Francisco, San Francisco, USA
- Lung Biology Center, University of California San Francisco, San Francisco, USA
| | - David J Erle
- Department of Medicine, University of California San Francisco, San Francisco, USA
- Lung Biology Center, University of California San Francisco, San Francisco, USA
| | - K Mark Ansel
- Department of Microbiology & Immunology and Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA.
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13
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Beach C, MacLean D, Majorova D, Melemenidis S, Nambiar DK, Kim RK, Valbuena GN, Guglietta S, Krieg C, Darvish-Damavandi M, Suwa T, Easton A, Hillson LV, McCulloch AK, McMahon RK, Pennel K, Edwards J, O’Cathail SM, Roxburgh CS, Domingo E, Moon EJ, Jiang D, Jiang Y, Zhang Q, Koong AC, Woodruff TM, Graves EE, Maughan T, Buczacki SJ, Stucki M, Le QT, Leedham SJ, Giaccia AJ, Olcina MM. Improving radiotherapy in immunosuppressive microenvironments by targeting complement receptor C5aR1. J Clin Invest 2023; 133:e168277. [PMID: 37824211 PMCID: PMC10688992 DOI: 10.1172/jci168277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 10/05/2023] [Indexed: 10/14/2023] Open
Abstract
An immunosuppressive microenvironment causes poor tumor T cell infiltration and is associated with reduced patient overall survival in colorectal cancer. How to improve treatment responses in these tumors is still a challenge. Using an integrated screening approach to identify cancer-specific vulnerabilities, we identified complement receptor C5aR1 as a druggable target, which when inhibited improved radiotherapy, even in tumors displaying immunosuppressive features and poor CD8+ T cell infiltration. While C5aR1 is well-known for its role in the immune compartment, we found that C5aR1 is also robustly expressed on malignant epithelial cells, highlighting potential tumor cell-specific functions. C5aR1 targeting resulted in increased NF-κB-dependent apoptosis specifically in tumors and not normal tissues, indicating that, in malignant cells, C5aR1 primarily regulated cell fate. Collectively, these data revealed that increased complement gene expression is part of the stress response mounted by irradiated tumors and that targeting C5aR1 could improve radiotherapy, even in tumors displaying immunosuppressive features.
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Affiliation(s)
- Callum Beach
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - David MacLean
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Dominika Majorova
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Stavros Melemenidis
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Dhanya K. Nambiar
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Ryan K. Kim
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Gabriel N. Valbuena
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Silvia Guglietta
- Department of Regenerative Medicine and Cell Biology
- Hollings Cancer Center, and
| | - Carsten Krieg
- Hollings Cancer Center, and
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | | | - Tatsuya Suwa
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Alistair Easton
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Lily V.S. Hillson
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Ross K. McMahon
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Kathryn Pennel
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Joanne Edwards
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Sean M. O’Cathail
- School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | - Enric Domingo
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Eui Jung Moon
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Dadi Jiang
- The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Yanyan Jiang
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Qingyang Zhang
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Albert C. Koong
- The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Trent M. Woodruff
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Edward E. Graves
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Tim Maughan
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Simon J.A. Buczacki
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, United Kingdom
| | - Manuel Stucki
- Department of Gynecology, University of Zurich, Schlieren, Switzerland
| | - Quynh-Thu Le
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Simon J. Leedham
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Amato J. Giaccia
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Monica M. Olcina
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
- Department of Gynecology, University of Zurich, Schlieren, Switzerland
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14
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Kureshi R, Bello E, Kureshi CT, Walsh MJ, Lippert V, Hoffman MT, Dougan M, Longmire T, Wichroski M, Dougan SK. DGKα/ζ inhibition lowers the TCR affinity threshold and potentiates antitumor immunity. Sci Adv 2023; 9:eadk1853. [PMID: 38000024 PMCID: PMC10672170 DOI: 10.1126/sciadv.adk1853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/19/2023] [Indexed: 11/26/2023]
Abstract
Diacylglycerol kinases (DGKs) attenuate diacylglycerol (DAG) signaling by converting DAG to phosphatidic acid, thereby suppressing pathways downstream of T cell receptor signaling. Using a dual DGKα/ζ inhibitor (DGKi), tumor-specific CD8 T cells with different affinities (TRP1high and TRP1low), and altered peptide ligands, we demonstrate that inhibition of DGKα/ζ can lower the signaling threshold for T cell priming. TRP1high and TRP1low CD8 T cells produced more effector cytokines in the presence of cognate antigen and DGKi. Effector TRP1high- and TRP1low-mediated cytolysis of tumor cells with low antigen load required antigen recognition, was mediated by interferon-γ, and augmented by DGKi. Adoptive T cell transfer into mice bearing pancreatic or melanoma tumors synergized with single-agent DGKi or DGKi and antiprogrammed cell death protein 1 (PD-1), with increased expansion of low-affinity T cells and increased cytokine production observed in tumors of treated mice. Collectively, our findings highlight DGKα/ζ as therapeutic targets for augmenting tumor-specific CD8 T cell function.
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Affiliation(s)
- Rakeeb Kureshi
- Department of Immunology, Harvard Medical School, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Elisa Bello
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Courtney T.S. Kureshi
- Department of Immunology, Harvard Medical School, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael J. Walsh
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Victoria Lippert
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Megan T. Hoffman
- Department of Immunology, Harvard Medical School, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael Dougan
- Department of Immunology, Harvard Medical School, Boston, MA, USA
- Department of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Stephanie K. Dougan
- Department of Immunology, Harvard Medical School, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
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15
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Zhou X, Renauer PA, Zhou L, Fang SY, Chen S. Applications of CRISPR technology in cellular immunotherapy. Immunol Rev 2023; 320:199-216. [PMID: 37449673 PMCID: PMC10787818 DOI: 10.1111/imr.13241] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 06/07/2023] [Indexed: 07/18/2023]
Abstract
CRISPR technology has transformed multiple fields, including cancer and immunology. CRISPR-based gene editing and screening empowers direct genomic manipulation of immune cells, opening doors to unbiased functional genetic screens. These screens aid in the discovery of novel factors that regulate and reprogram immune responses, offering novel drug targets. The engineering of immune cells using CRISPR has sparked a transformation in the cellular immunotherapy field, resulting in a multitude of ongoing clinical trials. In this review, we discuss the development and applications of CRISPR and related gene editing technologies in immune cells, focusing on functional genomics screening, gene editing-based cell therapies, as well as future directions in this rapidly advancing field.
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Affiliation(s)
- Xiaoyu Zhou
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
- System Biology Institute, Yale University, West Haven, CT, USA
- Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
| | - Paul A. Renauer
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
- System Biology Institute, Yale University, West Haven, CT, USA
- Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
| | - Liqun Zhou
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
- System Biology Institute, Yale University, West Haven, CT, USA
- Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
- Immunobiology Program, Yale University, New Haven, CT, USA
| | - Shao-Yu Fang
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
- System Biology Institute, Yale University, West Haven, CT, USA
- Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
| | - Sidi Chen
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
- System Biology Institute, Yale University, West Haven, CT, USA
- Center for Cancer Systems Biology, Yale University, West Haven, CT, USA
- Immunobiology Program, Yale University, New Haven, CT, USA
- Department of Immunobiology, Yale University, New Haven, CT, USA
- Molecular Cell Biology, Genetics, and Development Program, Yale University, New Haven, CT, USA
- Comprehensive Cancer Center, Yale University School of Medicine, New Haven, CT, USA
- Stem Cell Center, Yale University School of Medicine, New Haven, CT, USA
- Center for Biomedical Data Science, Yale University School of Medicine, New Haven, CT, USA
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16
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Kim S, Chen J, Jo S, Ou F, Ferris ST, Liu TT, Ohara RA, Anderson DA, Wu R, Chen MY, Gillanders WE, Gillanders WE, Murphy TL, Murphy KM. IL-6 selectively suppresses cDC1 specification via C/EBPβ. J Exp Med 2023; 220:e20221757. [PMID: 37432392 PMCID: PMC10336151 DOI: 10.1084/jem.20221757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 04/12/2023] [Accepted: 06/22/2023] [Indexed: 07/12/2023] Open
Abstract
Cytokines produced in association with tumors can impair antitumor immune responses by reducing the abundance of type 1 conventional dendritic cells (cDC1), but the mechanism remains unclear. Here, we show that tumor-derived IL-6 generally reduces cDC development but selectively impairs cDC1 development in both murine and human systems through the induction of C/EBPβ in the common dendritic cell progenitor (CDP). C/EBPβ and NFIL3 compete for binding to sites in the Zeb2 -165 kb enhancer and support or repress Zeb2 expression, respectively. At homeostasis, pre-cDC1 specification occurs upon Nfil3 induction and consequent Zeb2 suppression. However, IL-6 strongly induces C/EBPβ expression in CDPs. Importantly, the ability of IL-6 to impair cDC development is dependent on the presence of C/EBPβ binding sites in the Zeb2 -165 kb enhancer, as this effect is lost in Δ1+2+3 mutant mice in which these binding sites are mutated. These results explain how tumor-associated IL-6 suppresses cDC1 development and suggest therapeutic approaches preventing abnormal C/EBPβ induction in CDPs may help reestablish cDC1 development to enhance antitumor immunity.
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Affiliation(s)
- Sunkyung Kim
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Jing Chen
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Suin Jo
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Feiya Ou
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Stephen T. Ferris
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Tian-Tian Liu
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Ray A. Ohara
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - David A. Anderson
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Renee Wu
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Michael Y. Chen
- Department of Surgery, Washington University and Siteman Cancer Center in St. Louis, St. Louis, MO, USA
| | - William E. Gillanders
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - William E. Gillanders
- Department of Surgery, Washington University and Siteman Cancer Center in St. Louis, St. Louis, MO, USA
- The Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Theresa L. Murphy
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Kenneth M. Murphy
- Department of Pathology and Immunology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
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DePeaux K, Rivadeneira DB, Lontos K, Dean VG, Gunn WG, Watson MJ, Yao T, Wilfahrt D, Hinck C, Wieteska L, Thorne SH, Hinck AP, Delgoffe GM. An oncolytic virus-delivered TGFβ inhibitor overcomes the immunosuppressive tumor microenvironment. J Exp Med 2023; 220:e20230053. [PMID: 37552475 PMCID: PMC10407786 DOI: 10.1084/jem.20230053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 05/26/2023] [Accepted: 07/17/2023] [Indexed: 08/09/2023] Open
Abstract
While checkpoint blockade immunotherapies have widespread success, they rely on a responsive immune infiltrate; as such, treatments enhancing immune infiltration and preventing immunosuppression are of critical need. We previously generated αPD-1 resistant variants of the murine HNSCC model MEER. While entirely αPD-1 resistant, these tumors regress after single dose of oncolytic vaccinia virus (VV). We then generated a VV-resistant MEER line to dissect the immunologic features of sensitive and resistant tumors. While treatment of both tumor types induced immune infiltration and IFNγ, we found a defining feature of resistance was elevation of immunosuppressive cytokines like TGFβ, which blunted IFNγ signaling, especially in regulatory T cells. We engineered VV to express a genetically encoded TGFβRII inhibitor. Inhibitor-expressing VV produced regressions in resistant tumor models and showed impressive synergy with checkpoint blockade. Importantly, tumor-specific, viral delivery of TGFβ inhibition had no toxicities associated with systemic TGFβ/TGFβR inhibition. Our data suggest that aside from stimulating immune infiltration, oncolytic viruses are attractive means to deliver agents to limit immunosuppression in cancer.
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Affiliation(s)
- Kristin DePeaux
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Dayana B. Rivadeneira
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Konstantinos Lontos
- Stem Cell Transplantation and Cellular Therapy Center, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Victoria G. Dean
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - William G. Gunn
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - McLane J. Watson
- Department of Metabolism and Nutritional Programming, Van Andel Institute, Grand Rapids, MI, USA
| | - Tianhong Yao
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Drew Wilfahrt
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Cynthia Hinck
- Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Lukasz Wieteska
- Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - Andrew P. Hinck
- Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Greg M. Delgoffe
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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18
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Guan A, Batra A, Seligman H, Hamad R. Understanding the Predictors of Low Take-Up of the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC): A Nationwide Longitudinal Study. Matern Child Health J 2023; 27:1795-1810. [PMID: 37286848 PMCID: PMC10247269 DOI: 10.1007/s10995-023-03728-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2023] [Indexed: 06/09/2023]
Abstract
INTRODUCTION The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is among the largest U.S. social safety net programs. Although strong evidence exists regarding the benefits of WIC, take-up (i.e., participation among eligible individuals) has steadily declined in the past decade. This study addresses gaps in our knowledge regarding predictors of WIC take-up during this time. METHODS Data were drawn from the 1998-2017 waves of the National Health Interview Study (NHIS), a serial cross-sectional study of the U.S. POPULATION The analytic sample included 23,645 children and 10,297 women eligible for WIC based on self-reported demographic characteristics. To investigate predictors of WIC take-up, we regressed self-reported WIC receipt on a range of individual-level predictors (e.g., age, nativity, income) and state- level predictors (e.g., unemployment rate, governor's political affiliation) using multivariable logistic regression. In secondary analyses, results were additionally stratified by race/ethnicity, time period, and age (for children). RESULTS For both women and children, older maternal age and higher educational attainment were associated with decreased take-up of WIC. Associations differed by race/ethnicity, time period, and state characteristics including caseload of other social programs (e.g., Medicaid). DISCUSSION Our study identifies groups that are less likely to take up WIC benefits for which they are eligible, thereby contributing important evidence to inform programs and policies to increase WIC participation among groups with lower take-up. As WIC evolves past the COVID-19 pandemic, special attention will be needed to ensure that resources to encourage and support the participation of racially and economically marginalized individuals are equitably distributed.
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Affiliation(s)
- Alice Guan
- Department of Epidemiology & Biostatistics, University of California San Francisco (UCSF), San Francisco, CA, USA.
- Department of Epidemiology and Biostatistics, University of California, 550 16th Street, 2nd Floor, San Francisco, CA, 94143, USA.
| | - Akansha Batra
- Department of Epidemiology & Biostatistics, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Hilary Seligman
- Department of Epidemiology & Biostatistics, University of California San Francisco (UCSF), San Francisco, CA, USA
- Department of Medicine, UCSF, San Francisco, CA, USA
- Center for Vulnerable Populations, UCSF, San Francisco, CA, USA
- Philip R. Lee Institute for Health Policy Studies, UCSF, San Francisco, CA, USA
| | - Rita Hamad
- Center for Vulnerable Populations, UCSF, San Francisco, CA, USA
- Department of Family & Community Medicine, UCSF, San Francisco, CA, USA
- Philip R. Lee Institute for Health Policy Studies, UCSF, San Francisco, CA, USA
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19
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Dhamdhere MR, Spiegelman DV, Schneper L, Erbe AK, Sondel PM, Spiegelman VS. Generation of Novel Immunocompetent Mouse Cell Lines to Model Experimental Metastasis of High-Risk Neuroblastoma. Cancers (Basel) 2023; 15:4693. [PMID: 37835389 PMCID: PMC10571844 DOI: 10.3390/cancers15194693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 09/18/2023] [Accepted: 09/21/2023] [Indexed: 10/15/2023] Open
Abstract
NB, being a highly metastatic cancer, is one of the leading causes of cancer-related deaths in children. Increased disease recurrence and clinical resistance in patients with metastatic high-risk NBs (HR-NBs) result in poor outcomes and lower overall survival. However, the paucity of appropriate in vivo models for HR-NB metastasis has limited investigations into the underlying biology of HR-NB metastasis. This study was designed to address this limitation and develop suitable immunocompetent models for HR-NB metastasis. Here, we developed several highly metastatic immunocompetent murine HR-NB cell lines. Our newly developed cell lines show 100% efficiency in modeling experimental metastasis in C57BL6 mice and feature metastasis to the sites frequently observed in humans with HR-NB (liver and bone). In vivo validation demonstrated their specifically gained metastatic phenotype. The in vitro characterization of the cell lines showed increased cell invasion, acquired anchorage-independent growth ability, and resistance to MHC-I induction upon IFN-γ treatment. Furthermore, RNA-seq analysis of the newly developed cells identified a differentially regulated gene signature and an enrichment of processes consistent with their acquired metastatic phenotype, including extracellular matrix remodeling, angiogenesis, cell migration, and chemotaxis. The presented newly developed cell lines are, thus, suitable and promising tools for HR-NB metastasis and microenvironment studies in an immunocompetent system.
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Affiliation(s)
- Mayura R. Dhamdhere
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Dan V. Spiegelman
- Department of Human Oncology, School of Medicine and Public Health, University of Wisconsin, Madison, WI 53792, USA; (D.V.S.); (P.M.S.)
| | - Lisa Schneper
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
| | - Amy K. Erbe
- Department of Human Oncology, School of Medicine and Public Health, University of Wisconsin, Madison, WI 53792, USA; (D.V.S.); (P.M.S.)
| | - Paul M. Sondel
- Department of Human Oncology, School of Medicine and Public Health, University of Wisconsin, Madison, WI 53792, USA; (D.V.S.); (P.M.S.)
| | - Vladimir S. Spiegelman
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Pennsylvania State University College of Medicine, Hershey, PA 17033, USA
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20
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Lund AW. Lymph node metastasis: An immunological burden. J Exp Med 2023; 220:e20230904. [PMID: 37417951 PMCID: PMC10327691 DOI: 10.1084/jem.20230904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023] Open
Abstract
Lymph node metastasis in breast cancer depends in part on the acquisition of an IFN-dependent, MHC-II+ state that induces regulatory T cell expansion and local immune suppression (Lei et al. 2023. J. Exp. Med.https://doi.org/10.1084/jem.20221847).
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Affiliation(s)
- Amanda W. Lund
- Ronald O. Perelman Department of Dermatology, Department of Pathology, NYU Grossman School of Medicine, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
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21
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Thompson J, Wang Y, Dreischulte T, Barreiro O, Gonzalez RJ, Hanč P, Matysiak C, Neely HR, Rottenkolber M, Haskell T, Endres S, von Andrian UH. Association between bisphosphonate use and COVID-19 related outcomes. eLife 2023; 12:e79548. [PMID: 37534876 PMCID: PMC10691801 DOI: 10.7554/elife.79548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 06/28/2023] [Indexed: 08/04/2023] Open
Abstract
Background Although there are several efficacious vaccines against COVID-19, vaccination rates in many regions around the world remain insufficient to prevent continued high disease burden and emergence of viral variants. Repurposing of existing therapeutics that prevent or mitigate severe COVID-19 could help to address these challenges. The objective of this study was to determine whether prior use of bisphosphonates is associated with reduced incidence and/or severity of COVID-19. Methods A retrospective cohort study utilizing payer-complete health insurance claims data from 8,239,790 patients with continuous medical and prescription insurance January 1, 2019 to June 30, 2020 was performed. The primary exposure of interest was use of any bisphosphonate from January 1, 2019 to February 29, 2020. Bisphosphonate users were identified as patients having at least one bisphosphonate claim during this period, who were then 1:1 propensity score-matched to bisphosphonate non-users by age, gender, insurance type, primary-care-provider visit in 2019, and comorbidity burden. Main outcomes of interest included: (a) any testing for SARS-CoV-2 infection; (b) COVID-19 diagnosis; and (c) hospitalization with a COVID-19 diagnosis between March 1, 2020 and June 30, 2020. Multiple sensitivity analyses were also performed to assess core study outcomes amongst more restrictive matches between BP users/non-users, as well as assessing the relationship between BP-use and other respiratory infections (pneumonia, acute bronchitis) both during the same study period as well as before the COVID outbreak. Results A total of 7,906,603 patients for whom continuous medical and prescription insurance information was available were selected. A total of 450,366 bisphosphonate users were identified and 1:1 propensity score-matched to bisphosphonate non-users. Bisphosphonate users had lower odds ratios (OR) of testing for SARS-CoV-2 infection (OR = 0.22; 95%CI:0.21-0.23; p<0.001), COVID-19 diagnosis (OR = 0.23; 95%CI:0.22-0.24; p<0.001), and COVID-19-related hospitalization (OR = 0.26; 95%CI:0.24-0.29; p<0.001). Sensitivity analyses yielded results consistent with the primary analysis. Bisphosphonate-use was also associated with decreased odds of acute bronchitis (OR = 0.23; 95%CI:0.22-0.23; p<0.001) or pneumonia (OR = 0.32; 95%CI:0.31-0.34; p<0.001) in 2019, suggesting that bisphosphonates may protect against respiratory infections by a variety of pathogens, including but not limited to SARS-CoV-2. Conclusions Prior bisphosphonate-use was associated with dramatically reduced odds of SARS-CoV-2 testing, COVID-19 diagnosis, and COVID-19-related hospitalizations. Prospective clinical trials will be required to establish a causal role for bisphosphonate-use in COVID-19-related outcomes. Funding This study was supported by NIH grants, AR068383 and AI155865, a grant from MassCPR (to UHvA) and a CRI Irvington postdoctoral fellowship, CRI2453 (to PH).
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Affiliation(s)
| | - Yidi Wang
- Dept. of Immunology, Harvard Medical SchoolBostonUnited States
| | - Tobias Dreischulte
- Institute of General Practice and Family Medicine, University Hospital of Ludwig Maximilians-University MunichMunichGermany
| | - Olga Barreiro
- Dept. of Immunology, Harvard Medical SchoolBostonUnited States
| | | | - Pavel Hanč
- Dept. of Immunology, Harvard Medical SchoolBostonUnited States
| | | | - Harold R Neely
- Dept. of Immunology, Harvard Medical SchoolBostonUnited States
| | - Marietta Rottenkolber
- Institute of General Practice and Family Medicine, University Hospital of Ludwig Maximilians-University MunichMunichGermany
| | | | - Stefan Endres
- Center of Integrated Protein Science Munich and Division of Clinical Pharmacology, University Hospital, LMU Munich, GermanyMunichGermany
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22
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Xu X, Dennett P, Zhang J, Sherrard A, Zhao Y, Masubuchi T, Bui JD, Chen X, Hui E. CTLA4 depletes T cell endogenous and trogocytosed B7 ligands via cis-endocytosis. J Exp Med 2023; 220:e20221391. [PMID: 37042938 PMCID: PMC10103642 DOI: 10.1084/jem.20221391] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 02/16/2023] [Accepted: 03/16/2023] [Indexed: 04/13/2023] Open
Abstract
CD28 and CTLA4 are T cell coreceptors that competitively engage B7 ligands CD80 and CD86 to control adaptive immune responses. While the role of CTLA4 in restraining CD28 costimulatory signaling is well-established, the mechanism has remained unclear. Here, we report that human T cells acquire antigen-presenting-cell (APC)-derived B7 ligands and major histocompatibility complex (MHC) via trogocytosis through CD28:B7 binding. Acquired MHC and B7 enabled T cells to autostimulate, and this process was limited cell-intrinsically by CTLA4, which depletes B7 ligands trogocytosed or endogenously expressed by T cells through cis-endocytosis. Extending this model to the previously proposed extrinsic function of CTLA4 in human regulatory T cells (Treg), we show that blockade of either CD28 or CTLA4 attenuates Treg-mediated depletion of APC B7, indicating that trogocytosis and CTLA4-mediated cis-endocytosis work together to deplete B7 from APCs. Our study establishes CTLA4 as a cell-intrinsic molecular sink that limits B7 availability on the surface of T cells, with implications for CTLA4-targeted therapy.
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Affiliation(s)
- Xiaozheng Xu
- Department of Cell & Developmental Biology, University of California, San Diego, La Jolla, CA, USA
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
| | - Preston Dennett
- Department of Cell & Developmental Biology, University of California, San Diego, La Jolla, CA, USA
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA, USA
| | - Jibin Zhang
- Department of Cell & Developmental Biology, University of California, San Diego, La Jolla, CA, USA
| | - Alice Sherrard
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Yunlong Zhao
- Department of Cell & Developmental Biology, University of California, San Diego, La Jolla, CA, USA
| | - Takeya Masubuchi
- Department of Cell & Developmental Biology, University of California, San Diego, La Jolla, CA, USA
| | - Jack D. Bui
- Department of Pathology, University of California, San Diego, La Jolla, CA, USA
| | - Xu Chen
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
| | - Enfu Hui
- Department of Cell & Developmental Biology, University of California, San Diego, La Jolla, CA, USA
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23
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Huang YL, Dickerson LK, Kenerson H, Jiang X, Pillarisetty V, Tian Q, Hood L, Gujral TS, Yeung RS. Organotypic Models for Functional Drug Testing of Human Cancers. BME Front 2023; 4:0022. [PMID: 37849667 PMCID: PMC10275620 DOI: 10.34133/bmef.0022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 05/30/2023] [Indexed: 10/19/2023] Open
Abstract
In the era of personalized oncology, there have been accelerated efforts to develop clinically relevant platforms to test drug sensitivities of individual cancers. An ideal assay will serve as a diagnostic companion to inform the oncologist of the various treatments that are sensitive and insensitive, thus improving outcome while minimizing unnecessary toxicities and costs. To date, no such platform exists for clinical use, but promising approaches are on the horizon that take advantage of improved techniques in creating human cancer models that encompass the entire tumor microenvironment, alongside technologies for assessing and analyzing tumor response. This review summarizes a number of current strategies that make use of intact human cancer tissues as organotypic cultures in drug sensitivity testing.
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Affiliation(s)
- Yu Ling Huang
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | | | - Heidi Kenerson
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Xiuyun Jiang
- Department of Surgery, University of Washington, Seattle, WA, USA
| | | | - Qiang Tian
- National Research Center for Translational Medicine, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Leroy Hood
- Institute for Systems Biology, Phenome Health Institute, Seattle, WA, USA
| | - Taranjit S. Gujral
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Raymond S. Yeung
- Department of Surgery, University of Washington, Seattle, WA, USA
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24
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Ali LR, Garrido-Castro AC, Lenehan PJ, Bollenrucher N, Stump CT, Dougan M, Goel S, Shapiro GI, Tolaney SM, Dougan SK. PD-1 blockade and CDK4/6 inhibition augment nonoverlapping features of T cell activation in cancer. J Exp Med 2023; 220:e20220729. [PMID: 36688919 PMCID: PMC9884581 DOI: 10.1084/jem.20220729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 10/08/2022] [Accepted: 01/03/2023] [Indexed: 02/02/2023] Open
Abstract
We performed single-cell RNA-sequencing and T cell receptor clonotype tracking of breast and ovarian cancer patients treated with the CDK4/6 inhibitor ribociclib and PD-1 blockade. We highlight evidence of two orthogonal treatment-associated phenomena: expansion of T cell effector populations and promotion of T cell memory formation. Augmentation of the antitumor memory pool by ribociclib boosts the efficacy of subsequent PD-1 blockade in mouse models of melanoma and breast cancer, pointing toward sequential therapy as a potentially safe and synergistic strategy in patients.
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Affiliation(s)
- Lestat R. Ali
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Immunology, Harvard Medical School, Boston, MA, USA
| | - Ana C. Garrido-Castro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Patrick J. Lenehan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Immunology, Harvard Medical School, Boston, MA, USA
| | - Naima Bollenrucher
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Courtney T. Stump
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Michael Dougan
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Shom Goel
- Peter MacCallum Cancer Centre, Melbourne, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Geoffrey I. Shapiro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Sara M. Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Stephanie K. Dougan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Immunology, Harvard Medical School, Boston, MA, USA
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25
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Pawlak JB, Hsu JCC, Xia H, Han P, Suh HW, Grove TL, Morrison J, Shi PY, Cresswell P, Laurent-Rolle M. CMPK2 restricts Zika virus replication by inhibiting viral translation. PLoS Pathog 2023; 19:e1011286. [PMID: 37075076 PMCID: PMC10150978 DOI: 10.1371/journal.ppat.1011286] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 05/01/2023] [Accepted: 03/09/2023] [Indexed: 04/20/2023] Open
Abstract
Flaviviruses continue to emerge as global health threats. There are currently no Food and Drug Administration (FDA) approved antiviral treatments for flaviviral infections. Therefore, there is a pressing need to identify host and viral factors that can be targeted for effective therapeutic intervention. Type I interferon (IFN-I) production in response to microbial products is one of the host's first line of defense against invading pathogens. Cytidine/uridine monophosphate kinase 2 (CMPK2) is a type I interferon-stimulated gene (ISG) that exerts antiviral effects. However, the molecular mechanism by which CMPK2 inhibits viral replication is unclear. Here, we report that CMPK2 expression restricts Zika virus (ZIKV) replication by specifically inhibiting viral translation and that IFN-I- induced CMPK2 contributes significantly to the overall antiviral response against ZIKV. We demonstrate that expression of CMPK2 results in a significant decrease in the replication of other pathogenic flaviviruses including dengue virus (DENV-2), Kunjin virus (KUNV) and yellow fever virus (YFV). Importantly, we determine that the N-terminal domain (NTD) of CMPK2, which lacks kinase activity, is sufficient to restrict viral translation. Thus, its kinase function is not required for CMPK2's antiviral activity. Furthermore, we identify seven conserved cysteine residues within the NTD as critical for CMPK2 antiviral activity. Thus, these residues may form an unknown functional site in the NTD of CMPK2 contributing to its antiviral function. Finally, we show that mitochondrial localization of CMPK2 is required for its antiviral effects. Given its broad antiviral activity against flaviviruses, CMPK2 is a promising potential pan-flavivirus inhibitor.
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Affiliation(s)
- Joanna B. Pawlak
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Jack Chun-Chieh Hsu
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Hongjie Xia
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Patrick Han
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Dermatology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Hee-Won Suh
- Department of Biomedical Engineering, Yale University School of Engineering and Applied Science, New Haven, Connecticut, United States of America
| | - Tyler L. Grove
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Juliet Morrison
- Department of Microbiology and Plant Pathology, University of California, Riverside, California, United States of America
| | - Pei-Yong Shi
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, Texas, United States of America
- Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston, Texas, United States of America
- Sealy Institute for Vaccine Sciences, University of Texas Medical Branch, Galveston, Texas, United States of America
- Sealy Institute for Drug Discovery, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Peter Cresswell
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Cell Biology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Maudry Laurent-Rolle
- Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, Connecticut, United States of America
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26
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Shi LZ, Shen H, Ojo OA, Bonner JA. HiJAKing Immunotherapy-Resistant Melanoma for a Cure. Oncologist 2023; 28:196-198. [PMID: 36640142 PMCID: PMC10020808 DOI: 10.1093/oncolo/oyac270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 12/02/2022] [Indexed: 01/15/2023] Open
Abstract
Immune checkpoint blockers (ICBs) have brought great promise to patients with advanced melanoma, a tumor type that was claimed largely incurable not long ago. However, therapeutic resistance to ICBs has limited their utility in the clinic. Here, we provide a commentary on recent research endeavors concerning ICB resistance in melanoma patients.
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Affiliation(s)
- Lewis Zhichang Shi
- Department of Radiation Oncology, Heersink School of Medicine at the University of Alabama at Birmingham (UAB-SOM), Birmingham, AL, USA
- O’Neal Comprehensive Cancer Center, University of Alabama School of Medicine, Birmingham, AL, USA
- Department of Microbiology, University of Alabama School of Medicine, Birmingham, AL, USA
- Department of Pharmacology and Toxicology, University of Alabama School of Medicine, Birmingham, AL, USA
- Programs in Immunology, University of Alabama School of Medicine, Birmingham, AL, USA
| | - Hongxing Shen
- Department of Radiation Oncology, Heersink School of Medicine at the University of Alabama at Birmingham (UAB-SOM), Birmingham, AL, USA
| | - Oluwagbemiga A Ojo
- Department of Radiation Oncology, Heersink School of Medicine at the University of Alabama at Birmingham (UAB-SOM), Birmingham, AL, USA
| | - James A Bonner
- Department of Radiation Oncology, Heersink School of Medicine at the University of Alabama at Birmingham (UAB-SOM), Birmingham, AL, USA
- O’Neal Comprehensive Cancer Center, University of Alabama School of Medicine, Birmingham, AL, USA
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27
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Dong X, Ren J, Amoozgar Z, Lee S, Datta M, Roberge S, Duquette M, Fukumura D, Jain RK. Anti-VEGF therapy improves EGFR-vIII-CAR-T cell delivery and efficacy in syngeneic glioblastoma models in mice. J Immunother Cancer 2023; 11:e005583. [PMID: 36898734 PMCID: PMC10008211 DOI: 10.1136/jitc-2022-005583] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [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] [Accepted: 02/27/2023] [Indexed: 03/12/2023] Open
Abstract
Chimeric antigen receptor (CAR)-T cells have revolutionized the treatment of multiple types of hematological malignancies, but have shown limited efficacy in patients with glioblastoma (GBM) or other solid tumors. This may be largely due to the immunosuppressive tumor microenvironment (TME) that compromises CAR-T cells' delivery and antitumor activity. We previously showed that blocking vascular endothelial growth factor (VEGF) signaling can normalize tumor vessels in murine and human tumors, including GBM, breast, liver, and rectal carcinomas. Moreover, we demonstrated that vascular normalization can improve the delivery of CD8+ T cells and the efficacy of immunotherapy in breast cancer models in mice. In fact, the US FDA (Food and drug administration) has approved seven different combinations of anti-VEGF drugs and immune checkpoint blockers for liver, kidney, lung and endometrial cancers in the past 3 years. Here, we tested the hypothesis that anti-VEGF therapy can improve the delivery and efficacy of CAR-T cells in immunocompetent mice bearing orthotopic GBM tumors. We engineered two syngeneic mouse GBM cell lines (CT2A and GSC005) to express EGFRvIII-one of the most common neoantigens in human GBM-and CAR T cells to recognize EGFRvIII. We found that treatment with the anti-mouse VEGF antibody (B20) improved CAR-T cell infiltration and distribution throughout the GBM TME, delayed tumor growth, and prolonged survival of GBM-bearing mice compared with EGFRvIII-CAR-T cell therapy alone. Our findings provide compelling data and a rationale for clinical evaluation of anti-VEGF agents with CAR T cells for GBM patients.
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Affiliation(s)
- Xinyue Dong
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jun Ren
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Zohreh Amoozgar
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Somin Lee
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Meenal Datta
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sylvie Roberge
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mark Duquette
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Dai Fukumura
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Rakesh K Jain
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
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28
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Kennedy BC, Dean I, Withers DR. Migration of stem-like CD8 T cells between tissue microenvironments underpins successful anti-tumour immune responses. Discov Immunol 2023; 2:kyad004. [PMID: 37008996 PMCID: PMC10052398 DOI: 10.1093/discim/kyad004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/18/2023] [Accepted: 02/17/2023] [Indexed: 02/19/2023]
Abstract
The clinical success of immune checkpoint blockade in some patients has transformed treatment approaches in cancer and offers the hope of durable curative responses. Building from studies of chronic infection, the composition of tumour infiltrating lymphocytes and in particular, the spectrum of exhausted CD8 T cells has now been characterized in detail, profiling the phenotype, function, transcriptional regulation and even the epigenetic changes. However, what remains less clear is how intratumoural immune cells interface with populations in the periphery, both in terms of sustaining the response in cancer, but also in establishing systemic memory responses that can provide long-term protection. Here we will succinctly review the current understanding of the anti-tumour response, consider the tissue microenvironments that support key cellular subsets and the extent to which cellular migration between these sites impacts the response.
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Affiliation(s)
- Bethany C Kennedy
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Isaac Dean
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - David R Withers
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
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29
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Pritchard GH, Phan AT, Christian DA, Blain TJ, Fang Q, Johnson J, Roy NH, Shallberg L, Kedl RM, Hunter CA. Early T-bet promotes LFA1 upregulation required for CD8+ effector and memory T cell development. J Exp Med 2023; 220:e20191287. [PMID: 36445307 PMCID: PMC9712775 DOI: 10.1084/jem.20191287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 08/29/2022] [Accepted: 11/10/2022] [Indexed: 12/03/2022] Open
Abstract
The T-box transcription factor T-bet is regarded as a "master regulator" of CD4+ Th1 differentiation and IFN-γ production. However, in multiple models of infection, T-bet appears less critical for CD8+ T cell expansion and effector function. Here, we show that following vaccination with a replication-deficient strain of Toxoplasma gondii, CD8+ T cell expression of T-bet is required for optimal expansion of parasite-specific effector CD8+ T cells. Analysis of the early events associated with T cell activation reveals that the α chain of LFA1, CD11a, is a target of T-bet, and T-bet is necessary for CD8+ T cell upregulation of this integrin, which influences the initial priming of CD8+ effector T cells. We propose that the early expression of T-bet represents a T cell-intrinsic factor that optimizes T-DC interactions necessary to generate effector responses.
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Affiliation(s)
- Gretchen Harms Pritchard
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
| | - Anthony T. Phan
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
| | - David A. Christian
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
| | - Trevor J. Blain
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Qun Fang
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
| | - John Johnson
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
| | - Nathan H. Roy
- Department of Pathology and Laboratory Medicine, Children’s Hospital of Philadelphia Research Institute and Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | - Lindsey Shallberg
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
| | - Ross M. Kedl
- Department of Immunology and Microbiology, School of Medicine, University of Colorado Denver, Aurora, CO
| | - Christopher A. Hunter
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA
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30
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Schaettler MO, Desai R, Wang AZ, Livingstone AJ, Kobayashi DK, Coxon AT, Bowman-Kirigin JA, Liu CJ, Li M, Bender DE, White MJ, Kranz DM, Johanns TM, Dunn GP. TCR-engineered adoptive cell therapy effectively treats intracranial murine glioblastoma. J Immunother Cancer 2023; 11:e006121. [PMID: 36808076 PMCID: PMC9944319 DOI: 10.1136/jitc-2022-006121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2023] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND Adoptive cellular therapies with chimeric antigen receptor T cells have revolutionized the treatment of some malignancies but have shown limited efficacy in solid tumors such as glioblastoma and face a scarcity of safe therapeutic targets. As an alternative, T cell receptor (TCR)-engineered cellular therapy against tumor-specific neoantigens has generated significant excitement, but there exist no preclinical systems to rigorously model this approach in glioblastoma. METHODS We employed single-cell PCR to isolate a TCR specific for the Imp3D81N neoantigen (mImp3) previously identified within the murine glioblastoma model GL261. This TCR was used to generate the Mutant Imp3-Specific TCR TransgenIC (MISTIC) mouse in which all CD8 T cells are specific for mImp3. The therapeutic efficacy of neoantigen-specific T cells was assessed through a model of cellular therapy consisting of the transfer of activated MISTIC T cells and interleukin 2 into lymphodepleted tumor-bearing mice. We employed flow cytometry, single-cell RNA sequencing, and whole-exome and RNA sequencing to examine the factors underlying treatment response. RESULTS We isolated and characterized the 3×1.1C TCR that displayed a high affinity for mImp3 but no wild-type cross-reactivity. To provide a source of mImp3-specific T cells, we generated the MISTIC mouse. In a model of adoptive cellular therapy, the infusion of activated MISTIC T cells resulted in rapid intratumoral infiltration and profound antitumor effects with long-term cures in a majority of GL261-bearing mice. The subset of mice that did not respond to the adoptive cell therapy showed evidence of retained neoantigen expression but intratumoral MISTIC T cell dysfunction. The efficacy of MISTIC T cell therapy was lost in mice bearing a tumor with heterogeneous mImp3 expression, showcasing the barriers to targeted therapy in polyclonal human tumors. CONCLUSIONS We generated and characterized the first TCR transgenic against an endogenous neoantigen within a preclinical glioma model and demonstrated the therapeutic potential of adoptively transferred neoantigen-specific T cells. The MISTIC mouse provides a powerful novel platform for basic and translational studies of antitumor T-cell responses in glioblastoma.
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Affiliation(s)
- Maximilian O Schaettler
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Rupen Desai
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Anthony Z Wang
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | | | - Dale K Kobayashi
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Andrew T Coxon
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jay A Bowman-Kirigin
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Connor J Liu
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Mao Li
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Diane E Bender
- Bursky Center for Human Immunology & Immunotherapy Programs, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Michael J White
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - David M Kranz
- Biochemistry, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Tanner M Johanns
- Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Gavin P Dunn
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
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Kasmani MY, Zander R, Chung HK, Chen Y, Khatun A, Damo M, Topchyan P, Johnson KE, Levashova D, Burns R, Lorenz UM, Tarakanova VL, Joshi NS, Kaech SM, Cui W. Clonal lineage tracing reveals mechanisms skewing CD8+ T cell fate decisions in chronic infection. J Exp Med 2023; 220:e20220679. [PMID: 36315049 PMCID: PMC9623343 DOI: 10.1084/jem.20220679] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 06/17/2022] [Accepted: 08/08/2022] [Indexed: 11/05/2022] Open
Abstract
Although recent evidence demonstrates heterogeneity among CD8+ T cells during chronic infection, developmental relationships and mechanisms underlying their fate decisions remain incompletely understood. Using single-cell RNA and TCR sequencing, we traced the clonal expansion and differentiation of CD8+ T cells during chronic LCMV infection. We identified immense clonal and phenotypic diversity, including a subset termed intermediate cells. Trajectory analyses and infection models showed intermediate cells arise from progenitor cells before bifurcating into terminal effector and exhausted subsets. Genetic ablation experiments identified that type I IFN drives exhaustion through an IRF7-dependent mechanism, possibly through an IFN-stimulated subset bridging progenitor and exhausted cells. Conversely, Zeb2 was critical for generating effector cells. Intriguingly, some T cell clones exhibited lineage bias. Mechanistically, we identified that TCR avidity correlates with an exhausted fate, whereas SHP-1 selectively restricts low-avidity effector cell accumulation. Thus, our work elucidates novel mechanisms underlying CD8+ T cell fate determination during persistent infection and suggests two potential pathways leading to exhaustion.
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Affiliation(s)
- Moujtaba Y. Kasmani
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
| | - Ryan Zander
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
| | - H. Kay Chung
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, CA
| | - Yao Chen
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
| | - Achia Khatun
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
| | - Martina Damo
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT
| | - Paytsar Topchyan
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
| | - Kaitlin E. Johnson
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
| | - Darya Levashova
- Department of Microbiology, Immunology, and Cancer Biology, and Carter Immunology Center, University of Virginia, Charlottesville, VA
| | - Robert Burns
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
| | - Ulrike M. Lorenz
- Department of Microbiology, Immunology, and Cancer Biology, and Carter Immunology Center, University of Virginia, Charlottesville, VA
| | - Vera L. Tarakanova
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
| | - Nikhil S. Joshi
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT
| | - Susan M. Kaech
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, CA
| | - Weiguo Cui
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI
- Blood Research Institute, Versiti Wisconsin, Milwaukee, WI
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32
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Ding L, Wang Q, Martincuks A, Kearns MJ, Jiang T, Lin Z, Cheng X, Qian C, Xie S, Kim HJ, Launonen IM, Färkkilä A, Roberts TM, Freeman GJ, Liu JF, Konstantinopoulos PA, Matulonis U, Yu H, Zhao JJ. STING agonism overcomes STAT3-mediated immunosuppression and adaptive resistance to PARP inhibition in ovarian cancer. J Immunother Cancer 2023; 11:e005627. [PMID: 36609487 PMCID: PMC9827255 DOI: 10.1136/jitc-2022-005627] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/12/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Poly (ADP-ribose) polymerase (PARP) inhibition (PARPi) has demonstrated potent therapeutic efficacy in patients with BRCA-mutant ovarian cancer. However, acquired resistance to PARPi remains a major challenge in the clinic. METHODS PARPi-resistant ovarian cancer mouse models were generated by long-term treatment of olaparib in syngeneic Brca1-deficient ovarian tumors. Signal transducer and activator of transcription 3 (STAT3)-mediated immunosuppression was investigated in vitro by co-culture experiments and in vivo by analysis of immune cells in the tumor microenvironment (TME) of human and mouse PARPi-resistant tumors. Whole genome transcriptome analysis was performed to assess the antitumor immunomodulatory effect of STING (stimulator of interferon genes) agonists on myeloid cells in the TME of PARPi-resistant ovarian tumors. A STING agonist was used to overcome STAT3-mediated immunosuppression and acquired PARPi resistance in syngeneic and patient-derived xenografts models of ovarian cancer. RESULTS In this study, we uncover an adaptive resistance mechanism to PARP inhibition mediated by tumor-associated macrophages (TAMs) in the TME. Markedly increased populations of protumor macrophages are found in BRCA-deficient ovarian tumors that rendered resistance to PARPi in both murine models and patients. Mechanistically, PARP inhibition elevates the STAT3 signaling pathway in tumor cells, which in turn promotes protumor polarization of TAMs. STAT3 ablation in tumor cells mitigates polarization of protumor macrophages and increases tumor-infiltrating T cells on PARP inhibition. These findings are corroborated in patient-derived, PARPi-resistant BRCA1-mutant ovarian tumors. Importantly, STING agonists reshape the immunosuppressive TME by reprogramming myeloid cells and overcome the TME-dependent adaptive resistance to PARPi in ovarian cancer. This effect is further enhanced by addition of the programmed cell death protein-1 blockade. CONCLUSIONS We elucidate an adaptive immunosuppression mechanism rendering resistance to PARPi in BRCA1-mutant ovarian tumors. This is mediated by enrichment of protumor TAMs propelled by PARPi-induced STAT3 activation in tumor cells. We also provide a new strategy to reshape the immunosuppressive TME with STING agonists and overcome PARPi resistance in ovarian cancer.
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Affiliation(s)
- Liya Ding
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Qiwei Wang
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts, USA
| | - Antons Martincuks
- Immuno-Oncology, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Michael J Kearns
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Tao Jiang
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Ziying Lin
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Respiratory and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Xin Cheng
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts, USA
| | - Changli Qian
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Shaozhen Xie
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Hye-Jung Kim
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | - Anniina Färkkilä
- Obstetrics and Gynecology, University of Helsinki, Helsinki, Finland
| | - Thomas M Roberts
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts, USA
| | - Gordon J Freeman
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Joyce F Liu
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | - Ursula Matulonis
- Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Hua Yu
- Immuno-Oncology, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Jean J Zhao
- Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Harvard Program in Therapeutic Science, Harvard Medical School, Boston, MA, USA
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Barber PR, Mustapha R, Flores-Borja F, Alfano G, Ng K, Weitsman G, Dolcetti L, Suwaidan AA, Wong F, Vicencio JM, Galazi M, Opzoomer JW, Arnold JN, Thavaraj S, Kordasti S, Doyle J, Greenberg J, Dillon MT, Harrington KJ, Forster M, Coolen ACC, Ng T. Predicting progression-free survival after systemic therapy in advanced head and neck cancer: Bayesian regression and model development. eLife 2022; 11:e73288. [PMID: 36562609 PMCID: PMC9815805 DOI: 10.7554/elife.73288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 12/22/2022] [Indexed: 12/24/2022] Open
Abstract
Background Advanced head and neck squamous cell carcinoma (HNSCC) is associated with a poor prognosis, and biomarkers that predict response to treatment are highly desirable. The primary aim was to predict progression-free survival (PFS) with a multivariate risk prediction model. Methods Experimental covariates were derived from blood samples of 56 HNSCC patients which were prospectively obtained within a Phase 2 clinical trial (NCT02633800) at baseline and after the first treatment cycle of combined platinum-based chemotherapy with cetuximab treatment. Clinical and experimental covariates were selected by Bayesian multivariate regression to form risk scores to predict PFS. Results A 'baseline' and a 'combined' risk prediction model were generated, each of which featuring clinical and experimental covariates. The baseline risk signature has three covariates and was strongly driven by baseline percentage of CD33+CD14+HLADRhigh monocytes. The combined signature has six covariates, also featuring baseline CD33+CD14+HLADRhigh monocytes but is strongly driven by on-treatment relative change of CD8+ central memory T cells percentages. The combined model has a higher predictive power than the baseline model and was successfully validated to predict therapeutic response in an independent cohort of nine patients from an additional Phase 2 trial (NCT03494322) assessing the addition of avelumab to cetuximab treatment in HNSCC. We identified tissue counterparts for the immune cells driving the models, using imaging mass cytometry, that specifically colocalized at the tissue level and correlated with outcome. Conclusions This immune-based combined multimodality signature, obtained through longitudinal peripheral blood monitoring and validated in an independent cohort, presents a novel means of predicting response early on during the treatment course. Funding Daiichi Sankyo Inc, Cancer Research UK, EU IMI2 IMMUCAN, UK Medical Research Council, European Research Council (335326), Merck Serono. Cancer Research Institute, National Institute for Health Research, Guy's and St Thomas' NHS Foundation Trust and The Institute of Cancer Research. Clinical trial number NCT02633800.
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Affiliation(s)
- Paul R Barber
- UCL Cancer Institute, Paul O'Gorman Building, University College LondonLondonUnited Kingdom
- Comprehensive Cancer Centre, School of Cancer & Pharmaceutical Sciences, King’s College LondonLondonUnited Kingdom
| | - Rami Mustapha
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Fabian Flores-Borja
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King’s College LondonLondonUnited Kingdom
| | - Giovanna Alfano
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Kenrick Ng
- UCL Cancer Institute, Paul O'Gorman Building, University College LondonLondonUnited Kingdom
| | - Gregory Weitsman
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Luigi Dolcetti
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Ali Abdulnabi Suwaidan
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Felix Wong
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Jose M Vicencio
- UCL Cancer Institute, Paul O'Gorman Building, University College LondonLondonUnited Kingdom
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
| | - Myria Galazi
- UCL Cancer Institute, Paul O'Gorman Building, University College LondonLondonUnited Kingdom
| | - James W Opzoomer
- Tumor Immunology Group, School of Cancer & Pharmaceutical Sciences, King’s College LondonLondonUnited Kingdom
| | - James N Arnold
- Tumor Immunology Group, School of Cancer & Pharmaceutical Sciences, King’s College LondonLondonUnited Kingdom
| | - Selvam Thavaraj
- Centre for Clinical, Oral & Translational Science, King’s College LondonLondonUnited Kingdom
| | - Shahram Kordasti
- Systems Cancer Immunology, School of Cancer & Pharmaceutical Sciences, King’s College LondonLondonUnited Kingdom
| | - Jana Doyle
- Daiichi Sankyo IncorporatedNewarkUnited States
| | | | | | | | - Martin Forster
- UCL Cancer Institute, Paul O'Gorman Building, University College LondonLondonUnited Kingdom
| | - Anthony CC Coolen
- Institute for Mathematical and Molecular Biomedicine, King’s College LondonLondonUnited Kingdom
- Saddle Point Science LtdLondonUnited Kingdom
| | - Tony Ng
- UCL Cancer Institute, Paul O'Gorman Building, University College LondonLondonUnited Kingdom
- Richard Dimbleby Laboratory of Cancer Research, School of Cancer & Pharmaceutical Sciences, King's College LondonLondonUnited Kingdom
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King’s College LondonLondonUnited Kingdom
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Liu L, Ma C, Zhang Z, Witkowski MT, Aifantis I, Ghassemi S, Chen W. Computational model of CAR T-cell immunotherapy dissects and predicts leukemia patient responses at remission, resistance, and relapse. J Immunother Cancer 2022; 10:e005360. [PMID: 36600553 PMCID: PMC9730379 DOI: 10.1136/jitc-2022-005360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/23/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Adaptive CD19-targeted chimeric antigen receptor (CAR) T-cell transfer has become a promising treatment for leukemia. Although patient responses vary across different clinical trials, reliable methods to dissect and predict patient responses to novel therapies are currently lacking. Recently, the depiction of patient responses has been achieved using in silico computational models, with prediction application being limited. METHODS We established a computational model of CAR T-cell therapy to recapitulate key cellular mechanisms and dynamics during treatment with responses of continuous remission (CR), non-response (NR), and CD19-positive (CD19+) and CD19-negative (CD19-) relapse. Real-time CAR T-cell and tumor burden data of 209 patients were collected from clinical studies and standardized with unified units in bone marrow. Parameter estimation was conducted using the stochastic approximation expectation maximization algorithm for nonlinear mixed-effect modeling. RESULTS We revealed critical determinants related to patient responses at remission, resistance, and relapse. For CR, NR, and CD19+ relapse, the overall functionality of CAR T-cell led to various outcomes, whereas loss of the CD19+ antigen and the bystander killing effect of CAR T-cells may partly explain the progression of CD19- relapse. Furthermore, we predicted patient responses by combining the peak and accumulated values of CAR T-cells or by inputting early-stage CAR T-cell dynamics. A clinical trial simulation using virtual patient cohorts generated based on real clinical patient datasets was conducted to further validate the prediction. CONCLUSIONS Our model dissected the mechanism behind distinct responses of leukemia to CAR T-cell therapy. This patient-based computational immuno-oncology model can predict late responses and may be informative in clinical treatment and management.
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Affiliation(s)
- Lunan Liu
- Department of Mechanical and Aerospace Engineering, New York University, Brooklyn, New York, USA
| | - Chao Ma
- Department of Mechanical and Aerospace Engineering, New York University, Brooklyn, New York, USA
- Department of Biomedical Engineering, New York University, Brooklyn, New York, USA
| | - Zhuoyu Zhang
- Department of Mechanical and Aerospace Engineering, New York University, Brooklyn, New York, USA
| | - Matthew T Witkowski
- Perlmutter Cancer Center, NYU Langone Health, New York City, New York, USA
- Department of Pathology, NYU Langone Health, New York City, New York, USA
| | - Iannis Aifantis
- Perlmutter Cancer Center, NYU Langone Health, New York City, New York, USA
- Department of Pathology, NYU Langone Health, New York City, New York, USA
| | - Saba Ghassemi
- Center for Cellular Immunotherapies, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Weiqiang Chen
- Department of Mechanical and Aerospace Engineering, New York University, Brooklyn, New York, USA
- Department of Biomedical Engineering, New York University, Brooklyn, New York, USA
- Perlmutter Cancer Center, NYU Langone Health, New York City, New York, USA
- Department of Pathology, NYU Langone Health, New York City, New York, USA
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35
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Ma C, Wang L, Liao W, Liu Y, Mishra S, Li G, Zhang X, Qiu Y, Lu Q, Zhang N. TGF-β promotes stem-like T cells via enforcing their lymphoid tissue retention. J Exp Med 2022; 219:e20211538. [PMID: 35980385 PMCID: PMC9393408 DOI: 10.1084/jem.20211538] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 07/19/2021] [Revised: 04/29/2022] [Accepted: 07/20/2022] [Indexed: 11/04/2022] Open
Abstract
Stem-like CD8+ T cells sustain the antigen-specific CD8+ T cell response during chronic antigen exposure. However, the signals that control the maintenance and differentiation of these cells are largely unknown. Here, we demonstrated that TGF-β was essential for the optimal maintenance of these cells and inhibited their differentiation into migratory effectors during chronic viral infection. Mechanistically, stem-like CD8+ T cells carried a unique expression pattern of α4 integrins (i.e., α4β1hi and α4β7lo) controlled by TGF-β. In the absence of TGF-β signaling, greatly enhanced expression of migration-related markers, including altered expression of α4 integrins, led to enhanced egress of stem-like CD8+ T cells into circulation accompanied by further differentiation into transitional states. Blocking α4 integrin significantly promoted their lymphoid tissue retention and therefore partially rescued the defective maintenance of Tcf-1+ subset in the absence of TGF-β signaling. Thus, TGF-β promotes the maintenance and inhibits the further differentiation of stem-like T cells at least partially via enforcing their lymphoid tissue residency.
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Affiliation(s)
- Chaoyu Ma
- Department of Microbiology, Immunology and Molecular Genetics, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Liwen Wang
- Department of Microbiology, Immunology and Molecular Genetics, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX
- Department of Hematology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Liao
- Department of Microbiology, Immunology and Molecular Genetics, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX
- Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yong Liu
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center for Laryngopharyngeal and Voice Disorders in Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shruti Mishra
- Department of Microbiology, Immunology and Molecular Genetics, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Guo Li
- Department of Microbiology, Immunology and Molecular Genetics, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center for Laryngopharyngeal and Voice Disorders in Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xin Zhang
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center for Laryngopharyngeal and Voice Disorders in Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuanzheng Qiu
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Clinical Research Center for Laryngopharyngeal and Voice Disorders in Hunan Province, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qianjin Lu
- Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hospital for Skin Diseases (Institute of Dermatology), Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| | - Nu Zhang
- Department of Microbiology, Immunology and Molecular Genetics, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX
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Vallejo J, Saigusa R, Gulati R, Armstrong Suthahar SS, Suryawanshi V, Alimadadi A, Durant CP, Ghosheh Y, Roy P, Ehinger E, Pattarabanjird T, Hanna DB, Landay AL, Tracy RP, Lazar JM, Mack WJ, Weber KM, Adimora AA, Hodis HN, Tien PC, Ofotokun I, Heath SL, Shemesh A, McNamara CA, Lanier LL, Hedrick CC, Kaplan RC, Ley K. Combined protein and transcript single-cell RNA sequencing in human peripheral blood mononuclear cells. BMC Biol 2022; 20:193. [PMID: 36045343 PMCID: PMC9434837 DOI: 10.1186/s12915-022-01382-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 08/01/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Cryopreserved peripheral blood mononuclear cells (PBMCs) are frequently collected and provide disease- and treatment-relevant data in clinical studies. Here, we developed combined protein (40 antibodies) and transcript single-cell (sc)RNA sequencing (scRNA-seq) in PBMCs. RESULTS Among 31 participants in the Women's Interagency HIV Study (WIHS), we sequenced 41,611 cells. Using Boolean gating followed by Seurat UMAPs (tool for visualizing high-dimensional data) and Louvain clustering, we identified 50 subsets among CD4+ T, CD8+ T, B, NK cells, and monocytes. This resolution was superior to flow cytometry, mass cytometry, or scRNA-seq without antibodies. Combined protein and transcript scRNA-seq allowed for the assessment of disease-related changes in transcriptomes and cell type proportions. As a proof-of-concept, we showed such differences between healthy and matched individuals living with HIV with and without cardiovascular disease. CONCLUSIONS In conclusion, combined protein and transcript scRNA sequencing is a suitable and powerful method for clinical investigations using PBMCs.
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Affiliation(s)
- Jenifer Vallejo
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Ryosuke Saigusa
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Rishab Gulati
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | | | | | - Ahmad Alimadadi
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | | | - Yanal Ghosheh
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Payel Roy
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Erik Ehinger
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Tanyaporn Pattarabanjird
- Carter Immunology Center, Cardiovascular Division, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - David B Hanna
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Alan L Landay
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Russell P Tracy
- Departments of Pathology & Laboratory Medicine and Biochemistry, University of Vermont Larner College of Medicine, Colchester, VT, USA
| | - Jason M Lazar
- Department of Medicine, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Wendy J Mack
- Department of Medicine and Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, CA, USA
| | - Kathleen M Weber
- Cook County Health/Hektoen Institute of Medicine, Chicago, IL, USA
| | - Adaora A Adimora
- Department of Medicine, University of North Carolina School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Howard N Hodis
- Department of Medicine and Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, CA, USA
| | - Phyllis C Tien
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Department of Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Igho Ofotokun
- Department of Medicine, Infectious Disease Division and Grady Health Care System, Emory University School of Medicine, Atlanta, GA, USA
| | - Sonya L Heath
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Avishai Shemesh
- Parker Institute for Cancer Immunotherapy, University of California, San Francisco, CA, USA
- Department of Microbiology and Immunology, University of California, San Francisco, CA, USA
| | - Coleen A McNamara
- Carter Immunology Center, Cardiovascular Division, Department of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Lewis L Lanier
- Parker Institute for Cancer Immunotherapy, University of California, San Francisco, CA, USA
- Department of Microbiology and Immunology, University of California, San Francisco, CA, USA
| | - Catherine C Hedrick
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
- Fred Hutchinson Cancer Research Center, Public Health Sciences Division, Seattle, WA, USA
| | - Klaus Ley
- La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA.
- Department of Bioengineering, University of California San Diego, San Diego, CA, USA.
- Immunology Center of Georgia, Augusta University, Augusta, GA, USA.
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37
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Melssen MM, Fisher CT, Slingluff CL, Melief CJM. Peptide emulsions in incomplete Freund's adjuvant create effective nurseries promoting egress of systemic CD4 + and CD8 + T cells for immunotherapy of cancer. J Immunother Cancer 2022; 10:jitc-2022-004709. [PMID: 36939214 PMCID: PMC9472143 DOI: 10.1136/jitc-2022-004709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/17/2022] [Indexed: 11/26/2022] Open
Abstract
Water-in-oil emulsion incomplete Freund's adjuvant (IFA) has been used as an adjuvant in preventive and therapeutic vaccines since its development. New generation, highly purified modulations of the adjuvant, Montanide incomplete seppic adjuvant (ISA)-51 and Montanide ISA-720, were developed to reduce toxicity. Montanide adjuvants are generally considered to be safe, with adverse events largely consisting of antigen and adjuvant dose-dependent injection site reactions (ISRs). Peptide vaccines in Montanide ISA-51 or ISA-720 are capable of inducing both high antibody titers and durable effector T cell responses. However, an efficient T cell response depends on the affinity of the peptide to the presenting major histocompatibility complex class I molecule, CD4+ T cell help and/or the level of co-stimulation. In fact, in the therapeutic cancer vaccine setting, presence of a CD4+ T cell epitope seems crucial to elicit a robust and durable systemic T cell response. Additional inclusion of a Toll-like receptor ligand can further increase the magnitude and durability of the response. Use of extended peptides that need a processing step only accomplished effectively by dendritic cells (DCs) can help to avoid antigen presentation by nucleated cells other than DC. Based on recent clinical trial results, therapeutic peptide-based cancer vaccines using emulsions in adjuvant Montanide ISA-51 can elicit robust antitumor immune responses, provided that sufficient tumor-specific CD4+ T cell help is given in addition to CD8+ T cell epitopes. Co-treatment with PD-1 T cell checkpoint inhibitor, chemotherapy or other immunomodulatory drugs may address local and systemic immunosuppressive mechanisms, and further enhance efficacy of therapeutic cancer peptide vaccines in IFA and its modern variants. Blinded randomized placebo-controlled trials are critical to definitively prove clinical efficacy. Mineral oil-based adjuvants for preventive vaccines, to tackle spread and severity of infectious disease, induce immune responses, but require more studies to reduce toxicity.
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Affiliation(s)
- Marit M Melssen
- Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
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38
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Lei X, Ketelut-Carneiro N, Shmuel-Galia L, Xu W, Wilson R, Vierbuchen T, Chen Y, Reboldi A, Kang J, Edelblum KL, Ward D, Fitzgerald KA. Epithelial HNF4A shapes the intraepithelial lymphocyte compartment via direct regulation of immune signaling molecules. J Exp Med 2022; 219:e20212563. [PMID: 35792863 PMCID: PMC9263552 DOI: 10.1084/jem.20212563] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 04/11/2022] [Accepted: 06/09/2022] [Indexed: 08/29/2023] Open
Abstract
Hepatocyte nuclear factor 4 α (HNF4A) is a highly conserved nuclear receptor that has been associated with ulcerative colitis. In mice, HNF4A is indispensable for the maintenance of intestinal homeostasis, yet the underlying mechanisms are poorly characterized. Here, we demonstrate that the expression of HNF4A in intestinal epithelial cells (IECs) is required for the proper development and composition of the intraepithelial lymphocyte (IEL) compartment. HNF4A directly regulates expression of immune signaling molecules including butyrophilin-like (Btnl) 1, Btnl6, H2-T3, and Clec2e that control IEC-IEL crosstalk. HNF4A selectively enhances the expansion of natural IELs that are TCRγδ+ or TCRαβ+CD8αα+ to shape the composition of IEL compartment. In the small intestine, HNF4A cooperates with its paralog HNF4G, to drive expression of immune signaling molecules. Moreover, the HNF4A-BTNL regulatory axis is conserved in human IECs. Collectively, these findings underscore the importance of HNF4A as a conserved transcription factor controlling IEC-IEL crosstalk and suggest that HNF4A maintains intestinal homeostasis through regulation of the IEL compartment.
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Affiliation(s)
- Xuqiu Lei
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
| | - Natalia Ketelut-Carneiro
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
| | - Liraz Shmuel-Galia
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
| | - Weili Xu
- Department of Pathology, Immunology and Laboratory Medicine, Center for Immunity and Inflammation, Rutgers New Jersey Medical School, Newark, NJ
| | - Ruth Wilson
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
| | - Tim Vierbuchen
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
| | - Yongzhi Chen
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
| | - Andrea Reboldi
- Department of Pathology, University of Massachusetts Chan Medical School, Worcester, MA
| | - Joonsoo Kang
- Department of Pathology, University of Massachusetts Chan Medical School, Worcester, MA
| | - Karen L. Edelblum
- Department of Pathology, Immunology and Laboratory Medicine, Center for Immunity and Inflammation, Rutgers New Jersey Medical School, Newark, NJ
| | - Doyle Ward
- Department of Microbiology and Physiological Systems, University of Massachusetts Chan Medical School, Worcester, MA
- Center for Microbiome Research, University of Massachusetts Chan Medical School, Worcester, MA
| | - Katherine A. Fitzgerald
- Program in Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA
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Martinez-Gomez C, Michelas M, Scarlata CM, Salvioni A, Gomez-Roca C, Sarradin V, Lauzéral-Vizcaino F, Féliu V, Dupret-Bories A, Ferron G, Sarini J, Devaud C, Delord JP, Balança CC, Martinez A, Ayyoub M. Circulating Exhausted PD-1+CD39+ Helper CD4 T Cells Are Tumor-Antigen-Specific and Predict Response to PD-1/PD-L1 Axis Blockade. Cancers (Basel) 2022; 14:cancers14153679. [PMID: 35954341 PMCID: PMC9367599 DOI: 10.3390/cancers14153679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 07/22/2022] [Accepted: 07/26/2022] [Indexed: 01/21/2023] Open
Abstract
Simple Summary Not all cancer patients receiving immunotherapy by immune checkpoint blockade experience a clinical benefit. Our study was aimed at identifying biomarkers that could guide the selection of immunotherapy-responsive patients. Immunotherapy targets two major populations of lymphocytes: CD8 T cells, which directly kill tumor cells, and CD4 T cells, which provide help to CD8 T cells, the role of which in clinical responsiveness to immunotherapy has been less explored. We identified, in the blood of cancer patients, a population of CD4 T cells expressing inhibitory receptors targeted by immunotherapy. We showed that these cells were activated and proliferating, indicating their potential involvement in ongoing immune responses. Accordingly, we showed that they were specific for tumor antigens. In a prospective cohort, we showed that high proportions of these cells prior to therapy were associated with a response to immunotherapy. Abstract Tumor-infiltrating exhausted PD-1hiCD39+ tumor-antigen (Ag)-specific CD4 T cells contribute to the response to immune checkpoint blockade (ICB), but their circulating counterparts, which could represent accessible biomarkers, have not been assessed. Here, we analyzed circulating PD-1+CD39+ CD4 T cells and show that this population was present at higher proportions in cancer patients than in healthy individuals and was enriched in activated HLA-DR+ and ICOS+ and proliferating KI67+ cells, indicative of their involvement in ongoing immune responses. Among memory CD4 T cells, this population contained the lowest proportions of cells producing effector cytokines, suggesting they were exhausted. In patients with HPV-induced malignancies, the PD-1+CD39+ population contained high proportions of HPV Ag-specific T cells. In patients treated by ICB for HPV-induced tumors, the proportion of circulating PD-1+CD39+ CD4 T cells was predictive of the clinical response. Our results identify CD39 expression as a surrogate marker of circulating helper tumor-Ag-specific CD4 T cells.
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Affiliation(s)
- Carlos Martinez-Gomez
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Department of Surgery, IUCT-Oncopole, 31059 Toulouse, France; (A.D.-B.); (G.F.); (J.S.)
| | - Marie Michelas
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
| | - Clara-Maria Scarlata
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Immune Monitoring Core Facility, IUCT-Oncopole, 31059 Toulouse, France
| | - Anna Salvioni
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
| | - Carlos Gomez-Roca
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Department of Medical Oncology, IUCT-Oncopole, 31059 Toulouse, France
| | - Victor Sarradin
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Department of Medical Oncology, IUCT-Oncopole, 31059 Toulouse, France
| | - Françoise Lauzéral-Vizcaino
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
| | - Virginie Féliu
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
| | - Agnès Dupret-Bories
- Department of Surgery, IUCT-Oncopole, 31059 Toulouse, France; (A.D.-B.); (G.F.); (J.S.)
| | - Gwénaël Ferron
- Department of Surgery, IUCT-Oncopole, 31059 Toulouse, France; (A.D.-B.); (G.F.); (J.S.)
| | - Jérôme Sarini
- Department of Surgery, IUCT-Oncopole, 31059 Toulouse, France; (A.D.-B.); (G.F.); (J.S.)
| | - Christel Devaud
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
| | - Jean-Pierre Delord
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Department of Medical Oncology, IUCT-Oncopole, 31059 Toulouse, France
| | - Camille-Charlotte Balança
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
| | - Alejandra Martinez
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Department of Surgery, IUCT-Oncopole, 31059 Toulouse, France; (A.D.-B.); (G.F.); (J.S.)
| | - Maha Ayyoub
- Centre de Recherches en Cancérologie de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Université de Toulouse, 31037 Toulouse, France; (C.M.-G.); (M.M.); (C.-M.S.); (A.S.); (C.G.-R.); (V.S.); (F.L.-V.); (V.F.); (C.D.); (J.-P.D.); (C.-C.B.); (A.M.)
- Immune Monitoring Core Facility, IUCT-Oncopole, 31059 Toulouse, France
- Correspondence: ; Tel.: +33-(0)582741687
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40
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Schad SE, Chow A, Mangarin L, Pan H, Zhang J, Ceglia N, Caushi JX, Malandro N, Zappasodi R, Gigoux M, Hirschhorn D, Budhu S, Amisaki M, Arniella M, Redmond D, Chaft J, Forde PM, Gainor JF, Hellmann MD, Balachandran V, Shah S, Smith KN, Pardoll D, Elemento O, Wolchok JD, Merghoub T. Tumor-induced double positive T cells display distinct lineage commitment mechanisms and functions. J Exp Med 2022; 219:e20212169. [PMID: 35604411 PMCID: PMC9130031 DOI: 10.1084/jem.20212169] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 01/04/2022] [Accepted: 03/08/2022] [Indexed: 11/04/2022] Open
Abstract
Transcription factors ThPOK and Runx3 regulate the differentiation of "helper" CD4+ and "cytotoxic" CD8+ T cell lineages respectively, inducing single positive (SP) T cells that enter the periphery with the expression of either the CD4 or CD8 co-receptor. Despite the expectation that these cell fates are mutually exclusive and that mature CD4+CD8+ double positive (DP) T cells are present in healthy individuals and augmented in the context of disease, yet their molecular features and pathophysiologic role are disputed. Here, we show DP T cells in murine and human tumors as a heterogenous population originating from SP T cells which re-express the opposite co-receptor and acquire features of the opposite cell type's phenotype and function following TCR stimulation. We identified distinct clonally expanded DP T cells in human melanoma and lung cancer by scRNA sequencing and demonstrated their tumor reactivity in cytotoxicity assays. Our findings indicate that antigen stimulation induces SP T cells to differentiate into DP T cell subsets gaining in polyfunctional characteristics.
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Affiliation(s)
- Sara E. Schad
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Andrew Chow
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Levi Mangarin
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Heng Pan
- Weill Cornell Medical College, New York, NY
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY
| | - Jiajia Zhang
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Nicholas Ceglia
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Justina X. Caushi
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Nicole Malandro
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Roberta Zappasodi
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Mathieu Gigoux
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniel Hirschhorn
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sadna Budhu
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Masataka Amisaki
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Jamie Chaft
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Patrick M. Forde
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Justin F. Gainor
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Matthew D. Hellmann
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Vinod Balachandran
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sohrab Shah
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kellie N. Smith
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Drew Pardoll
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Olivier Elemento
- Weill Cornell Medical College, New York, NY
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY
| | - Jedd D. Wolchok
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Taha Merghoub
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
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41
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Li Z, Tuong ZK, Dean I, Willis C, Gaspal F, Fiancette R, Idris S, Kennedy B, Ferdinand JR, Peñalver A, Cabantous M, Murtuza Baker S, Fry JW, Carlesso G, Hammond SA, Dovedi SJ, Hepworth MR, Clatworthy MR, Withers DR. In vivo labeling reveals continuous trafficking of TCF-1+ T cells between tumor and lymphoid tissue. J Exp Med 2022; 219:e20210749. [PMID: 35472220 PMCID: PMC9048291 DOI: 10.1084/jem.20210749] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [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: 04/06/2021] [Revised: 01/14/2022] [Accepted: 04/06/2022] [Indexed: 12/12/2022] Open
Abstract
Improving the efficacy of immune checkpoint therapies will require a better understanding of how immune cells are recruited and sustained in tumors. Here, we used the photoconversion of the tumor immune cell compartment to identify newly entering lymphocytes, determine how they change over time, and investigate their egress from the tumor. Combining single-cell transcriptomics and flow cytometry, we found that while a diverse mix of CD8 T cell subsets enter the tumor, all CD8 T cells retained within this environment for more than 72 h developed an exhausted phenotype, revealing the rapid establishment of this program. Rather than forming tumor-resident populations, non-effector subsets, which express TCF-1 and include memory and stem-like cells, were continuously recruited into the tumor, but this recruitment was balanced by concurrent egress to the tumor-draining lymph node. Thus, the TCF-1+ CD8 T cell niche in tumors is highly dynamic, with the circulation of cells between the tumor and peripheral lymphoid tissue to bridge systemic and intratumoral responses.
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Affiliation(s)
- Zhi Li
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Zewen K. Tuong
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, Cambridge, UK
- Cellular Genetics, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Isaac Dean
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Claire Willis
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Fabrina Gaspal
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Rémi Fiancette
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Suaad Idris
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Bethany Kennedy
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - John R. Ferdinand
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, Cambridge, UK
| | - Ana Peñalver
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, Cambridge, UK
| | - Mia Cabantous
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, Cambridge, UK
| | - Syed Murtuza Baker
- Division of Informatics, Imaging & Data Science, Faculty of Biology, Medicine and Health, the University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Jeremy W. Fry
- ProImmune Ltd., The Magdalen Centre, Oxford Science Park, Oxford, UK
| | | | | | | | - Matthew R. Hepworth
- Lydia Becker Institute of Immunology and Inflammation, Division of Infection, Immunity and Respiratory Medicine, Faculty of Biology, Medicine and Health, the University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Menna R. Clatworthy
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, Cambridge, UK
- Cellular Genetics, Wellcome Trust Sanger Institute, Hinxton, UK
| | - David R. Withers
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
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42
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Churchill MJ, du Bois H, Heim TA, Mudianto T, Steele MM, Nolz JC, Lund AW. Infection-induced lymphatic zippering restricts fluid transport and viral dissemination from skin. J Exp Med 2022; 219:e20211830. [PMID: 35353138 PMCID: PMC8972184 DOI: 10.1084/jem.20211830] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [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: 08/28/2021] [Revised: 01/19/2022] [Accepted: 03/14/2022] [Indexed: 01/13/2023] Open
Abstract
Lymphatic vessels are often considered passive conduits that flush antigenic material, pathogens, and cells to draining lymph nodes. Recent evidence, however, suggests that lymphatic vessels actively regulate diverse processes from antigen transport to leukocyte trafficking and dietary lipid absorption. Here we tested the hypothesis that infection-induced changes in lymphatic transport actively contribute to innate host defense. We demonstrate that cutaneous vaccinia virus infection by scarification activates dermal lymphatic capillary junction tightening (zippering) and lymph node lymphangiogenesis, which are associated with reduced fluid transport and cutaneous viral sequestration. Lymphatic-specific deletion of VEGFR2 prevented infection-induced lymphatic capillary zippering, increased fluid flux out of tissue, and allowed lymphatic dissemination of virus. Further, a reduction in dendritic cell migration to lymph nodes in the absence of lymphatic VEGFR2 associated with reduced antiviral CD8+ T cell expansion. These data indicate that VEGFR2-driven lymphatic remodeling is a context-dependent, active mechanism of innate host defense that limits viral dissemination and facilitates protective, antiviral CD8+ T cell responses.
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Affiliation(s)
- Madeline J. Churchill
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR
| | - Haley du Bois
- Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York, NY
| | - Taylor A. Heim
- Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York, NY
| | - Tenny Mudianto
- Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York, NY
| | - Maria M. Steele
- Department of Cell, Developmental and Cancer Biology, Oregon Health and Science University, Portland, OR
- Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York, NY
| | - Jeffrey C. Nolz
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR
| | - Amanda W. Lund
- Department of Molecular Microbiology and Immunology, Oregon Health and Science University, Portland, OR
- Department of Cell, Developmental and Cancer Biology, Oregon Health and Science University, Portland, OR
- Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York, NY
- Department of Pathology, New York University Grossman School of Medicine, New York, NY
- Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York, NY
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43
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Aguilar OA, Fong LK, Ishiyama K, DeGrado WF, Lanier LL. The CD3ζ adaptor structure determines functional differences between human and mouse CD16 Fc receptor signaling. J Exp Med 2022; 219:e20220022. [PMID: 35320345 PMCID: PMC8953085 DOI: 10.1084/jem.20220022] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/01/2022] [Accepted: 03/02/2022] [Indexed: 12/20/2022] Open
Abstract
Natural killer (NK) cells can detect antibody-coated cells through recognition by the CD16 Fc receptor. The importance of CD16 in human NK cell biology has long been appreciated, but how CD16 functions in mouse NK cells remains poorly understood. Here, we report drastic differences between human and mouse CD16 functions in NK cells. We demonstrate that one of the adaptor molecules that CD16 associates with and signals through, CD3ζ, plays a critical role in these functional differences. Using a systematic approach, we demonstrate that residues in the transmembrane domain of the mouse CD3ζ molecule prevent efficient complex formation with mouse CD16, thereby dampening receptor function. Mutating these residues in mouse CD3ζ to those encoded by human CD3ζ resulted in rescue of CD16 receptor function. We reveal that the mouse CD3ζ transmembrane domain adopts a tightly packed confirmation, preventing association with CD16, whereas human CD3ζ adopts a versatile configuration that accommodates receptor assembly.
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Affiliation(s)
- Oscar A. Aguilar
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
- Parker Institute for Cancer Immunotherapy, University of California, San Francisco, San Francisco, CA
| | - Lam-Kiu Fong
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA
| | - Kenichi Ishiyama
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
| | - William F. DeGrado
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA
| | - Lewis L. Lanier
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
- Parker Institute for Cancer Immunotherapy, University of California, San Francisco, San Francisco, CA
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44
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Meneveau MO, Kumar P, Lynch KT, Patel SP, Slingluff CL. The vaccine-site microenvironment: impacts of antigen, adjuvant, and same-site vaccination on antigen presentation and immune signaling. J Immunother Cancer 2022; 10:jitc-2021-003533. [PMID: 35277457 PMCID: PMC8919469 DOI: 10.1136/jitc-2021-003533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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] [Accepted: 02/05/2022] [Indexed: 12/17/2022] Open
Abstract
Background A goal of cancer vaccines is to induce strong T cell responses to tumor antigens, but the delivery method, schedule, and formulation of cancer vaccines have not yet been optimized. Adjuvants serve to increase the immune response against vaccine antigens. However, little is known about the impact of adjuvants plus antigen and their delivery schedule on the immunologic milieu in the vaccine-site microenvironment (VSME). We hypothesized that antigen processing and presentation may occur directly in the VSME, that adding the toll-like receptor 3 (TLR3) agonist polyICLC (pICLC) would enhance markers of immune activation, and that the immune signatures would be enhanced further by repeated vaccination in the same skin site rather than after multiple vaccines in different skin locations. Methods Using RNA sequencing, we evaluated VSME biopsies from patients undergoing subcutaneous/intradermal peptide vaccination against melanoma, with incomplete Freund’s adjuvant (IFA) with or without pICLC. Differential gene expression analyses and gene set enrichment analyses were performed using R. False discovery rate corrected p values <0.05 were considered significant. Results We found that addition of peptide antigens to IFA enhanced antigen presentation pathways and a tertiary lymphoid structure gene-signature locally at the VSME. Addition of pICLC to IFA + peptide induced an immunologically favorable VSME 1 week after injection but had little impact on the VSME after three injections, compared with IFA + peptide alone. Repeated same-site injection of IFA + peptide antigens induced a VSME with more dendritic cell activation, Th1 dominance, and TLR adaptor protein gene expression than that induced by injections at different, rotating skin locations. Conclusions These data suggest that the vaccine-site itself may be a critically important location contributing to vaccine immunity rather than just the draining lymph node, that IFA induces a favorable VSME with TLR agonist being most beneficial early in the vaccine course, and that same-site injections lead to persistent stimulation of immune pathways that may be beneficial in eliciting antigen specific T cell expansion.
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Affiliation(s)
- Max O Meneveau
- Department of Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - Pankaj Kumar
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, Virginia, USA
| | - Kevin T Lynch
- Department of Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - Sapna P Patel
- Department of Melanoma/Medical Oncology, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Craig L Slingluff
- Department of Surgery, University of Virginia, Charlottesville, Virginia, USA
- University of Virginia Cancer Center, Charlottesville, Virginia, USA
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45
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Dyck L, Prendeville H, Raverdeau M, Wilk MM, Loftus RM, Douglas A, McCormack J, Moran B, Wilkinson M, Mills EL, Doughty M, Fabre A, Heneghan H, LeRoux C, Hogan A, Chouchani ET, O’Shea D, Brennan D, Lynch L. Suppressive effects of the obese tumor microenvironment on CD8 T cell infiltration and effector function. J Exp Med 2022; 219:e20210042. [PMID: 35103755 PMCID: PMC8932531 DOI: 10.1084/jem.20210042] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [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: 01/06/2021] [Revised: 10/06/2021] [Accepted: 01/06/2022] [Indexed: 12/17/2022] Open
Abstract
Obesity is one of the leading preventable causes of cancer; however, little is known about the effects of obesity on anti-tumor immunity. Here, we investigated the effects of obesity on CD8 T cells in mouse models and patients with endometrial cancer. Our findings revealed that CD8 T cell infiltration is suppressed in obesity, which was associated with a decrease in chemokine production. Tumor-resident CD8 T cells were also functionally suppressed in obese mice, which was associated with a suppression of amino acid metabolism. Similarly, we found that a high BMI negatively correlated with CD8 infiltration in human endometrial cancer and that weight loss was associated with a complete pathological response in six of nine patients. Moreover, immunotherapy using anti-PD-1 led to tumor rejection in lean and obese mice and partially restored CD8 metabolism and anti-tumor immunity. These findings highlight the suppressive effects of obesity on CD8 T cell anti-tumor immunity, which can partially be reversed by weight loss and/or immunotherapy.
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Affiliation(s)
- Lydia Dyck
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Hannah Prendeville
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Mathilde Raverdeau
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Mieszko M. Wilk
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Roisin M. Loftus
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Aaron Douglas
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
| | - Janet McCormack
- Research Pathology Core Facility, Conway Institute, University College Dublin, Dublin, Ireland
| | - Bruce Moran
- Department of Pathology, St. Vincent’s University Hospital, Dublin, Ireland
| | - Michael Wilkinson
- University College Dublin Gynaecological Oncology Group, University College Dublin School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Evanna L. Mills
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Cell Biology, Harvard Medical School, Boston, MA
| | - Michael Doughty
- Department of Cellular Pathology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Aurelie Fabre
- Department of Pathology, St. Vincent’s University Hospital, Dublin, Ireland
| | - Helen Heneghan
- School of Medicine, St. Vincent's University Hospital and University College Dublin, Dublin, Ireland
| | - Carel LeRoux
- School of Medicine, St. Vincent's University Hospital and University College Dublin, Dublin, Ireland
| | - Andrew Hogan
- Human Health Institute, Department of Biology, Maynooth University, Maynooth, Ireland
- National Children’s Research Centre, Dublin, Ireland
| | - Edward T. Chouchani
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Cell Biology, Harvard Medical School, Boston, MA
| | - Donal O’Shea
- School of Medicine, St. Vincent's University Hospital and University College Dublin, Dublin, Ireland
| | - Donal Brennan
- University College Dublin Gynaecological Oncology Group, University College Dublin School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
- Systems Biology Ireland, School of Medicine, University College Dublin, Dublin, Ireland
| | - Lydia Lynch
- School of Biochemistry and Immunology, Trinity College Dublin, Dublin, Ireland
- Brigham and Women’s Hospital, Boston, MA
- Harvard Medical School, Boston, MA
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46
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He C, Maniyar RR, Avraham Y, Zappasodi R, Rusinova R, Newman W, Heath H, Wolchok JD, Dahan R, Merghoub T, Meyerson JR. Therapeutic antibody activation of the glucocorticoid-induced TNF receptor by a clustering mechanism. Sci Adv 2022; 8:eabm4552. [PMID: 35213218 PMCID: PMC8880771 DOI: 10.1126/sciadv.abm4552] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Accepted: 01/12/2022] [Indexed: 05/11/2023]
Abstract
GITR is a TNF receptor, and its activation promotes immune responses and drives antitumor activity. The receptor is activated by the GITR ligand (GITRL), which is believed to cluster receptors into a high-order array. Immunotherapeutic agonist antibodies also activate the receptor, but their mechanisms are not well characterized. We solved the structure of full-length mouse GITR bound to Fabs from the antibody DTA-1. The receptor is a dimer, and each subunit binds one Fab in an orientation suggesting that the antibody clusters receptors. Binding experiments with purified proteins show that DTA-1 IgG and GITRL both drive extensive clustering of GITR. Functional data reveal that DTA-1 and the anti-human GITR antibody TRX518 activate GITR in their IgG forms but not as Fabs. Thus, the divalent character of the IgG agonists confers an ability to mimic GITRL and cluster and activate GITR. These findings will inform the clinical development of this class of antibodies for immuno-oncology.
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Affiliation(s)
- Changhao He
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY, USA
| | - Rachana R. Maniyar
- Ludwig Collaborative and Swim Across America Laboratory, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yahel Avraham
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Roberta Zappasodi
- Ludwig Collaborative and Swim Across America Laboratory, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
- Immunology and Microbial Pathogenesis Program, Weill Cornell Graduate School of Medical Sciences, New York, NY, USA
| | - Radda Rusinova
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY, USA
| | | | | | - Jedd D. Wolchok
- Ludwig Collaborative and Swim Across America Laboratory, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rony Dahan
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Taha Merghoub
- Ludwig Collaborative and Swim Across America Laboratory, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joel R. Meyerson
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY, USA
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47
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Lee MY, Bedia JS, Bhate SS, Barlow GL, Phillips D, Fantl WJ, Nolan GP, Schürch CM. CellSeg: a robust, pre-trained nucleus segmentation and pixel quantification software for highly multiplexed fluorescence images. BMC Bioinformatics 2022; 23:46. [PMID: 35042474 PMCID: PMC8767664 DOI: 10.1186/s12859-022-04570-9] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 01/10/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Algorithmic cellular segmentation is an essential step for the quantitative analysis of highly multiplexed tissue images. Current segmentation pipelines often require manual dataset annotation and additional training, significant parameter tuning, or a sophisticated understanding of programming to adapt the software to the researcher's need. Here, we present CellSeg, an open-source, pre-trained nucleus segmentation and signal quantification software based on the Mask region-convolutional neural network (R-CNN) architecture. CellSeg is accessible to users with a wide range of programming skills. RESULTS CellSeg performs at the level of top segmentation algorithms in the 2018 Kaggle Data Challenge both qualitatively and quantitatively and generalizes well to a diverse set of multiplexed imaged cancer tissues compared to established state-of-the-art segmentation algorithms. Automated segmentation post-processing steps in the CellSeg pipeline improve the resolution of immune cell populations for downstream single-cell analysis. Finally, an application of CellSeg to a highly multiplexed colorectal cancer dataset acquired on the CO-Detection by indEXing (CODEX) platform demonstrates that CellSeg can be integrated into a multiplexed tissue imaging pipeline and lead to accurate identification of validated cell populations. CONCLUSION CellSeg is a robust cell segmentation software for analyzing highly multiplexed tissue images, accessible to biology researchers of any programming skill level.
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Affiliation(s)
- Michael Y Lee
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Computer Science, Stanford, CA, 94305, USA
| | - Jacob S Bedia
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Salil S Bhate
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Bioengineering, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Graham L Barlow
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Darci Phillips
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Dermatology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Wendy J Fantl
- Department of Urology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Obstetrics and Gynecology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Garry P Nolan
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Christian M Schürch
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Department of Pathology and Neuropathology, University Hospital and Comprehensive Cancer Center Tübingen, Tübingen, Germany.
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48
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He Y, Gallman AE, Xie C, Shen Q, Ma J, Wolfreys FD, Sandy M, Arsov T, Wu X, Qin Y, Zhang P, Jiang S, Stanley M, Wu P, Tan J, Ding H, Xue H, Chen W, Xu J, Criswell LA, Nititham J, Adamski M, Kitching AR, Cook MC, Cao L, Shen N, Cyster JG, Vinuesa CG. P2RY8 variants in lupus patients uncover a role for the receptor in immunological tolerance. J Exp Med 2022; 219:e20211004. [PMID: 34889940 PMCID: PMC8669517 DOI: 10.1084/jem.20211004] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [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: 05/09/2021] [Revised: 08/26/2021] [Accepted: 11/18/2021] [Indexed: 12/30/2022] Open
Abstract
B cell self-tolerance is maintained through multiple checkpoints, including restraints on intracellular signaling and cell trafficking. P2RY8 is a receptor with established roles in germinal center (GC) B cell migration inhibition and growth regulation. Somatic P2RY8 variants are common in GC-derived B cell lymphomas. Here, we identify germline novel or rare P2RY8 missense variants in lupus kindreds or the related antiphospholipid syndrome, including a "de novo" variant in a child with severe nephritis. All variants decreased protein expression, F-actin abundance, and GPCR-RhoA signaling, and those with stronger effects increased AKT and ERK activity and cell migration. Remarkably, P2RY8 was reduced in B cell subsets from some SLE patients lacking P2RY8 gene variants. Low P2RY8 correlated with lupus nephritis and increased age-associated B cells and plasma cells. By contrast, P2RY8 overexpression in cells and mice restrained plasma cell development and reinforced negative selection of DNA-reactive developing B cells. These findings uncover a role of P2RY8 in immunological tolerance and lupus pathogenesis.
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MESH Headings
- Animals
- Antiphospholipid Syndrome/genetics
- Antiphospholipid Syndrome/immunology
- Antiphospholipid Syndrome/metabolism
- B-Lymphocyte Subsets/immunology
- B-Lymphocyte Subsets/metabolism
- Cell Line, Tumor
- Female
- HEK293 Cells
- Humans
- Immune Tolerance/genetics
- Immune Tolerance/immunology
- Lupus Erythematosus, Systemic/genetics
- Lupus Erythematosus, Systemic/immunology
- Lupus Erythematosus, Systemic/metabolism
- Lupus Nephritis/genetics
- Lupus Nephritis/immunology
- Lupus Nephritis/metabolism
- Male
- Mice, Inbred C57BL
- Mutation, Missense/genetics
- Mutation, Missense/immunology
- Pedigree
- Plasma Cells/immunology
- Plasma Cells/metabolism
- Receptors, Purinergic P2Y/genetics
- Receptors, Purinergic P2Y/immunology
- Receptors, Purinergic P2Y/metabolism
- Signal Transduction/genetics
- Signal Transduction/immunology
- Mice
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Affiliation(s)
- Yuke He
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Antonia E. Gallman
- Howard Hughes Medical Institute and Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
| | - Chengmei Xie
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Qian Shen
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Jianyang Ma
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Finn D. Wolfreys
- Howard Hughes Medical Institute and Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
| | - Moriah Sandy
- Howard Hughes Medical Institute and Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
| | - Todor Arsov
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Xiaoqian Wu
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yuting Qin
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Pingjing Zhang
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Simon Jiang
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Maurice Stanley
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Philip Wu
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Jingjing Tan
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Huihua Ding
- Shanghai Institute of Rheumatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Haiyan Xue
- Department of Pediatrics, Renji Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Wei Chen
- Department of Pediatrics, Renji Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Jinping Xu
- Department of Pediatrics, Renji Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lindsey A. Criswell
- Russell/Engleman Rheumatology Research Center, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Joanne Nititham
- Russell/Engleman Rheumatology Research Center, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Marcin Adamski
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - A. Richard Kitching
- Centre for Personalised Immunology, Centre for Inflammatory Diseases, Monash University Department of Medicine, Clayton, Victoria, Australia
| | - Matthew C. Cook
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
| | - Lanfang Cao
- Department of Pediatrics, Renji Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Nan Shen
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Institute of Rheumatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jason G. Cyster
- Howard Hughes Medical Institute and Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA
| | - Carola G. Vinuesa
- Centre for Personalised Immunology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Centre for Personalised Immunology, John Curtin School of Medical Research, Australian National University, Australian Capital Territory, Australia
- Francis Crick Institute, London, UK
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49
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De Silva D, Ferguson L, Chin GH, Smith BE, Apathy RA, Roth TL, Blaeschke F, Kudla M, Marson A, Ingolia NT, Cate JHD. Robust T cell activation requires an eIF3-driven burst in T cell receptor translation. eLife 2021; 10:e74272. [PMID: 34970966 PMCID: PMC8758144 DOI: 10.7554/elife.74272] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 12/30/2021] [Indexed: 11/13/2022] Open
Abstract
Activation of T cells requires a rapid surge in cellular protein synthesis. However, the role of translation initiation in the early induction of specific genes remains unclear. Here, we show human translation initiation factor eIF3 interacts with select immune system related mRNAs including those encoding the T cell receptor (TCR) subunits TCRA and TCRB. Binding of eIF3 to the TCRA and TCRB mRNA 3'-untranslated regions (3'-UTRs) depends on CD28 coreceptor signaling and regulates a burst in TCR translation required for robust T cell activation. Use of the TCRA or TCRB 3'-UTRs to control expression of an anti-CD19 chimeric antigen receptor (CAR) improves the ability of CAR-T cells to kill tumor cells in vitro. These results identify a new mechanism of eIF3-mediated translation control that can aid T cell engineering for immunotherapy applications.
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Affiliation(s)
- Dasmanthie De Silva
- Department of Molecular and Cell Biology, University of California-BerkeleyBerkeleyUnited States
- The J. David Gladstone InstitutesSan FranciscoUnited States
| | - Lucas Ferguson
- Department of Molecular and Cell Biology, University of California-BerkeleyBerkeleyUnited States
| | - Grant H Chin
- Department of Molecular and Cell Biology, University of California-BerkeleyBerkeleyUnited States
| | - Benjamin E Smith
- School of Optometry, University of California, BerkeleyBerkeleyUnited States
| | - Ryan A Apathy
- Department of Microbiology and Immunology, University of California, San FranciscoSan FranciscoUnited States
| | - Theodore L Roth
- Department of Microbiology and Immunology, University of California, San FranciscoSan FranciscoUnited States
| | | | - Marek Kudla
- Department of Molecular and Cell Biology, University of California-BerkeleyBerkeleyUnited States
| | - Alexander Marson
- Department of Microbiology and Immunology, University of California, San FranciscoSan FranciscoUnited States
- Gladstone-UCSF Institute of Genomic ImmunologySan FranciscoUnited States
- Diabetes Center, University of California, San FranciscoSan FranciscoUnited States
- Chan Zuckerberg BiohubSan FranciscoUnited States
- Department of Medicine, University of California, San FranciscoSan FranciscoUnited States
- Parker Institute for Cancer ImmunotherapySan FranciscoUnited States
- Innovative Genomics Institute, University of California, BerkeleyBerkeleyUnited States
| | - Nicholas T Ingolia
- Department of Molecular and Cell Biology, University of California-BerkeleyBerkeleyUnited States
- California Institute for Quantitative Biosciences, University of California, BerkeleyBerkeleyUnited States
| | - Jamie HD Cate
- Department of Molecular and Cell Biology, University of California-BerkeleyBerkeleyUnited States
- The J. David Gladstone InstitutesSan FranciscoUnited States
- Innovative Genomics Institute, University of California, BerkeleyBerkeleyUnited States
- California Institute for Quantitative Biosciences, University of California, BerkeleyBerkeleyUnited States
- Department of Chemistry, University of California-BerkeleyBerkeleyUnited States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National LaboratoryBerkeleyUnited States
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Goel RR, Painter MM, Apostolidis SA, Mathew D, Meng W, Rosenfeld AM, Lundgreen KA, Reynaldi A, Khoury DS, Pattekar A, Gouma S, Kuri-Cervantes L, Hicks P, Dysinger S, Hicks A, Sharma H, Herring S, Korte S, Baxter AE, Oldridge DA, Giles JR, Weirick ME, McAllister CM, Awofolaju M, Tanenbaum N, Drapeau EM, Dougherty J, Long S, D’Andrea K, Hamilton JT, McLaughlin M, Williams JC, Adamski S, Kuthuru O, Frank I, Betts MR, Vella LA, Grifoni A, Weiskopf D, Sette A, Hensley SE, Davenport MP, Bates P, Luning Prak ET, Greenplate AR, Wherry EJ. mRNA vaccines induce durable immune memory to SARS-CoV-2 and variants of concern. Science 2021; 374:abm0829. [PMID: 34648302 PMCID: PMC9284784 DOI: 10.1126/science.abm0829] [Citation(s) in RCA: 512] [Impact Index Per Article: 170.7] [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: 08/26/2021] [Accepted: 10/10/2021] [Indexed: 12/13/2022]
Abstract
The durability of immune memory after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) messenger RNA (mRNA) vaccination remains unclear. In this study, we longitudinally profiled vaccine responses in SARS-CoV-2–naïve and –recovered individuals for 6 months after vaccination. Antibodies declined from peak levels but remained detectable in most subjects at 6 months. By contrast, mRNA vaccines generated functional memory B cells that increased from 3 to 6 months postvaccination, with the majority of these cells cross-binding the Alpha, Beta, and Delta variants. mRNA vaccination further induced antigen-specific CD4+ and CD8+ T cells, and early CD4+ T cell responses correlated with long-term humoral immunity. Recall responses to vaccination in individuals with preexisting immunity primarily increased antibody levels without substantially altering antibody decay rates. Together, these findings demonstrate robust cellular immune memory to SARS-CoV-2 and its variants for at least 6 months after mRNA vaccination.
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Affiliation(s)
- Rishi R. Goel
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Mark M. Painter
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sokratis A. Apostolidis
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of Rheumatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Divij Mathew
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Wenzhao Meng
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Aaron M. Rosenfeld
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Kendall A. Lundgreen
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Arnold Reynaldi
- Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - David S. Khoury
- Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Ajinkya Pattekar
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sigrid Gouma
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Leticia Kuri-Cervantes
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Philip Hicks
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sarah Dysinger
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Amanda Hicks
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Harsh Sharma
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sarah Herring
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Scott Korte
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Amy E. Baxter
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Derek A. Oldridge
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Josephine R. Giles
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Parker Institute for Cancer Immunotherapy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Madison E. Weirick
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Christopher M. McAllister
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Moses Awofolaju
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Nicole Tanenbaum
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Elizabeth M. Drapeau
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jeanette Dougherty
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sherea Long
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Kurt D’Andrea
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jacob T. Hamilton
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Maura McLaughlin
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Justine C. Williams
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Sharon Adamski
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Oliva Kuthuru
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - The UPenn COVID Processing Unit‡
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of Rheumatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Kirby Institute, University of New South Wales, Sydney, NSW, Australia
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Parker Institute for Cancer Immunotherapy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of Infectious Disease, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of Infectious Disease, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, CA, USA
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego (UCSD), La Jolla, CA, USA
| | - Ian Frank
- Division of Infectious Disease, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Michael R. Betts
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Laura A. Vella
- Division of Infectious Disease, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Alba Grifoni
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, CA, USA
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, CA, USA
| | - Alessandro Sette
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology (LJI), La Jolla, CA, USA
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego (UCSD), La Jolla, CA, USA
| | - Scott E. Hensley
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Paul Bates
- Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Eline T. Luning Prak
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Allison R. Greenplate
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - E. John Wherry
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Immune Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Parker Institute for Cancer Immunotherapy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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