1
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Praharaj M, Shen F, Lee AJ, Zhao L, Nirschl TR, Theodros D, Singh AK, Wang X, Adusei KM, Lombardo KA, Williams RA, Sena LA, Thompson EA, Tam A, Yegnasubramanian S, Pearce EJ, Leone RD, Alt J, Rais R, Slusher BS, Pardoll DM, Powell JD, Zarif JC. Metabolic Reprogramming of Tumor-Associated Macrophages Using Glutamine Antagonist JHU083 Drives Tumor Immunity in Myeloid-Rich Prostate and Bladder Cancers. Cancer Immunol Res 2024; 12:854-875. [PMID: 38701369 PMCID: PMC11217738 DOI: 10.1158/2326-6066.cir-23-1105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 04/10/2024] [Accepted: 04/30/2024] [Indexed: 05/05/2024]
Abstract
Glutamine metabolism in tumor microenvironments critically regulates antitumor immunity. Using the glutamine-antagonist prodrug JHU083, we report potent tumor growth inhibition in urologic tumors by JHU083-reprogrammed tumor-associated macrophages (TAMs) and tumor-infiltrating monocytes. We show JHU083-mediated glutamine antagonism in tumor microenvironments induced by TNF, proinflammatory, and mTORC1 signaling in intratumoral TAM clusters. JHU083-reprogrammed TAMs also exhibited increased tumor cell phagocytosis and diminished proangiogenic capacities. In vivo inhibition of TAM glutamine consumption resulted in increased glycolysis, a broken tricarboxylic acid (TCA) cycle, and purine metabolism disruption. Although the antitumor effect of glutamine antagonism on tumor-infiltrating T cells was moderate, JHU083 promoted a stem cell-like phenotype in CD8+ T cells and decreased the abundance of regulatory T cells. Finally, JHU083 caused a global shutdown in glutamine-utilizing metabolic pathways in tumor cells, leading to reduced HIF-1α, c-MYC phosphorylation, and induction of tumor cell apoptosis, all key antitumor features. Altogether, our findings demonstrate that targeting glutamine with JHU083 led to suppressed tumor growth as well as reprogramming of immunosuppressive TAMs within prostate and bladder tumors that promoted antitumor immune responses. JHU083 can offer an effective therapeutic benefit for tumor types that are enriched in immunosuppressive TAMs.
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Affiliation(s)
- Monali Praharaj
- Pathobiology Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Fan Shen
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Alex J. Lee
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Liang Zhao
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Thomas R. Nirschl
- Pathobiology Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Debebe Theodros
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Medical Scientist Training Program, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Alok K. Singh
- Department of Medicine, Center for Tuberculosis Research, School of Medicine, Johns Hopkins University, Baltimore, Maryland.
| | - Xiaoxu Wang
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Immunology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Kenneth M. Adusei
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Kara A. Lombardo
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Graduate Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Raekwon A. Williams
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Laura A. Sena
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Elizabeth A. Thompson
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Ada Tam
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Srinivasan Yegnasubramanian
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Edward J. Pearce
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Robert D. Leone
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jesse Alt
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland.
- Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Rana Rais
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland.
- Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Barbara S. Slusher
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland.
- Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, Maryland.
| | - Drew M. Pardoll
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jonathan D. Powell
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jelani C. Zarif
- Bloomberg∼Kimmel Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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2
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Abdel-Hafiz HA, Schafer JM, Chen X, Xiao T, Gauntner TD, Li Z, Theodorescu D. Y chromosome loss in cancer drives growth by evasion of adaptive immunity. Nature 2023; 619:624-631. [PMID: 37344596 PMCID: PMC10975863 DOI: 10.1038/s41586-023-06234-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 05/18/2023] [Indexed: 06/23/2023]
Abstract
Loss of the Y chromosome (LOY) is observed in multiple cancer types, including 10-40% of bladder cancers1-6, but its clinical and biological significance is unknown. Here, using genomic and transcriptomic studies, we report that LOY correlates with poor prognoses in patients with bladder cancer. We performed in-depth studies of naturally occurring LOY mutant bladder cancer cells as well as those with targeted deletion of Y chromosome by CRISPR-Cas9. Y-positive (Y+) and Y-negative (Y-) tumours grew similarly in vitro, whereas Y- tumours were more aggressive than Y+ tumours in immune-competent hosts in a T cell-dependent manner. High-dimensional flow cytometric analyses demonstrated that Y- tumours promote striking dysfunction or exhaustion of CD8+ T cells in the tumour microenvironment. These findings were validated using single-nuclei RNA sequencing and spatial proteomic evaluation of human bladder cancers. Of note, compared with Y+ tumours, Y- tumours exhibited an increased response to anti-PD-1 immune checkpoint blockade therapy in both mice and patients with cancer. Together, these results demonstrate that cancer cells with LOY mutations alter T cell function, promoting T cell exhaustion and sensitizing them to PD-1-targeted immunotherapy. This work provides insights into the basic biology of LOY mutation and potential biomarkers for improving cancer immunotherapy.
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Affiliation(s)
- Hany A Abdel-Hafiz
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Johanna M Schafer
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center-The James, Columbus, OH, USA
- Roche Diagnostics Solutions, Oro Valley, AZ, USA
| | - Xingyu Chen
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Tong Xiao
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center-The James, Columbus, OH, USA
| | - Timothy D Gauntner
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center-The James, Columbus, OH, USA
| | - Zihai Li
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center-The James, Columbus, OH, USA
| | - Dan Theodorescu
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
- Cedars-Sinai Cancer Center, Los Angeles, CA, USA.
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3
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In Vivo Optical Imaging of Bladder Cancer Tissues in an MB49 Bladder Cancer Orthotopic Mouse Model Using the Intravesical or Intravenous Administration of Near-Infrared Fluorescence Probe. Int J Mol Sci 2023; 24:ijms24032349. [PMID: 36768680 PMCID: PMC9916938 DOI: 10.3390/ijms24032349] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 01/18/2023] [Accepted: 01/23/2023] [Indexed: 01/27/2023] Open
Abstract
Bladder cancer was the twelfth most common cancer worldwide in 2020. Although bladder cancer has been diagnosed using macroscopic techniques, such as white-light cystoscopy and fluorescence blue-light cystoscopy, there is a need to explore more effective noninvasive optical imaging techniques for accurate bladder cancer diagnosis. This study demonstrates the high effectiveness of the near-infrared fluorescence (NIRF) probe ASP5354, which has been developed for ureteral identification during in vivo diagnosis of bladder cancer in an MB49 bladder cancer orthotopic mouse model. After the intravesical injection of 2.4 μM ASP5354 followed by bladder rinsing with saline at 5 min post injection or intravenous administration of ASP5354 at 240 nmol/kg mouse body weight, followed by a waiting period of 5-24 h in mice, ASP5354 was absorbed specifically by cancerous tissue and not by normal tissues in the bladder. NIRF of ASP5354 in cancer tissues was detected using the NIRF imaging camera system. The NIRF clearly showed a boundary between cancerous and normal tissues. Therefore, ASP5354 provides noninvasive and specific optical in vivo imaging of MB49 bladder cancer using intravesical or intravenous injection of ASP5354. ASP5354 may allow for new diagnostic applications for bladder cancer in humans.
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Kwon H, Schafer JM, Song NJ, Kaneko S, Li A, Xiao T, Ma A, Allen C, Das K, Zhou L, Riesenberg B, Chang Y, Weltge P, Velegraki M, Oh DY, Fong L, Ma Q, Sundi D, Chung D, Li X, Li Z. Androgen conspires with the CD8 + T cell exhaustion program and contributes to sex bias in cancer. Sci Immunol 2022; 7:eabq2630. [PMID: 35420889 DOI: 10.1126/sciimmunol.abq2630] [Citation(s) in RCA: 74] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Sex bias exists in the development and progression of non-reproductive organ cancers, but the underlying mechanisms are enigmatic. Studies so far have focused largely on sexual dimorphisms in cancer biology and socioeconomic factors. Here, we establish a role for CD8+ T cell-dependent anti-tumor immunity in mediating sex differences in tumor aggressiveness, which is driven by the gonadal androgen but not sex chromosomes. A male bias exists in the frequency of intratumoral antigen-experienced Tcf7/TCF1+ progenitor exhausted CD8+ T cells that are devoid of effector activity as a consequence of intrinsic androgen receptor (AR) function. Mechanistically, we identify a novel sex-specific regulon in progenitor exhausted CD8+ T cells and a pertinent contribution from AR as a direct transcriptional trans-activator of Tcf7/TCF1. The T cell intrinsic function of AR in promoting CD8+ T cell exhaustion in vivo was established using multiple approaches including loss-of-function studies with CD8-specific Ar knockout mice. Moreover, ablation of the androgen-AR axis rewires the tumor microenvironment to favor effector T cell differentiation and potentiates the efficacy of anti-PD-1 immune checkpoint blockade. Collectively, our findings highlight androgen-mediated promotion of CD8+ T cell dysfunction in cancer and imply broader opportunities for therapeutic development from understanding sex disparities in health and disease.
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Affiliation(s)
- Hyunwoo Kwon
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA.,Medical Scientist Training Program, College of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Johanna M Schafer
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - No-Joon Song
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Satoshi Kaneko
- Department of Urology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Anqi Li
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Tong Xiao
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Anjun Ma
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA.,Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Carter Allen
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA.,Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Komal Das
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Lei Zhou
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Brian Riesenberg
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Yuzhou Chang
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA.,Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Payton Weltge
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - Maria Velegraki
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
| | - David Y Oh
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Lawrence Fong
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, USA.,Parker Institute for Cancer Immunotherapy, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Qin Ma
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Debasish Sundi
- Department of Urology, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Dongjun Chung
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA.,Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Xue Li
- Department of Urology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA.,Samuel Oschin Comprehensive Cancer Institute, Departments of Medicine and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Zihai Li
- Pelotonia Institute for Immuno-Oncology, The Ohio State University Comprehensive Cancer Center - The James, Columbus, OH 43210, USA
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5
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de Queiroz NMGP, Marinho FV, de Araujo ACVSC, Fahel JS, Oliveira SC. MyD88-dependent BCG immunotherapy reduces tumor and regulates tumor microenvironment in bladder cancer murine model. Sci Rep 2021; 11:15648. [PMID: 34341449 PMCID: PMC8329301 DOI: 10.1038/s41598-021-95157-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 07/21/2021] [Indexed: 12/21/2022] Open
Abstract
Bacillus Calmette-Guerin (BCG) is the only FDA approved first line therapy for patients with nonmuscle invasive bladder cancer. The purpose of this study is to better understand the role of innate immune pathways involved in BCG immunotherapy against murine bladder tumor. We first characterized the immunological profile induced by the MB49 mouse urothelial carcinoma cell line. MB49 cells were not able to activate an inflammatory response (TNF-α, IL-6, CXCL-10 or IFN-β) after the stimulus with different agonists or BCG infection, unlike macrophages. Although MB49 cells are not able to induce an efficient immune response, BCG treatment could activate other cells in the tumor microenvironment (TME). We evaluated BCG intratumoral treatment in animals deficient for different innate immune molecules (STING-/-, cGAS-/-, TLR2-/-, TLR3-/-, TLR4-/-, TLR7-/-, TLR9-/-, TLR3/7/9-/-, MyD88-/-, IL-1R-/-, Caspase1/11-/-, Gasdermin-D-/- and IFNAR-/-) using the MB49 subcutaneous mouse model. Only MyD88-/- partially responded to BCG treatment compared to wild type (WT) mice, suggesting a role played by this adaptor molecule. Additionally, BCG intratumoral treatment regulates cellular infiltrate in TME with an increase of inflammatory macrophages, neutrophils and CD8+ T lymphocytes, suggesting an immune response activation that favors tumor remission in WT mice but not in MyD88-/-. The experiments using MB49 cells infected with BCG and co-cultured with macrophages also demonstrated that MyD88 is essential for an efficient immune response. Our data suggests that BCG immunotherapy depends partially on the MyD88-related innate immune pathway.
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Affiliation(s)
- Nina M G P de Queiroz
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Fabio V Marinho
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Ana Carolina V S C de Araujo
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Julia S Fahel
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Sergio C Oliveira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.
- Instituto Nacional de Ciência e Tecnologia em Doenças Tropicais (INCT-DT), CNPq MCT, Salvador, BA, 31270-901, Brazil.
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6
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Daouk R, Hassane M, Bahmad HF, Sinjab A, Fujimoto J, Abou-Kheir W, Kadara H. Genome-Wide and Phenotypic Evaluation of Stem Cell Progenitors Derived From Gprc5a-Deficient Murine Lung Adenocarcinoma With Somatic Kras Mutations. Front Oncol 2019; 9:207. [PMID: 31001473 PMCID: PMC6454871 DOI: 10.3389/fonc.2019.00207] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 03/11/2019] [Indexed: 12/12/2022] Open
Abstract
Lung adenocarcinomas (LUADs) with somatic mutations in the KRAS oncogene comprise the most common molecular subtype of lung cancer in smokers and present with overall dismal prognosis and resistance to most therapies. Our group recently demonstrated that tobacco carcinogen-exposed mice with knockout of the airway lineage G-protein coupled receptor, Gprc5a, develop LUADs with somatic mutations in Kras. Earlier work has suggested that cancer stem cells (CSCs) play crucial roles in clonal evolution of tumors and in therapy resistance. To date, our understanding of CSCs in LUADs with somatic Kras mutations remains lagging. Here we derived CSCs (as spheres in 3D cultures) with self-renewal properties from a murine Kras-mutant LUAD cell line we previously established from a tobacco carcinogen-exposed Gprc5a−/− mouse. Using syngeneic Gprc5a−/− models, we found that these CSCs, compared to their parental isoforms, exhibited increased tumorigenic potential in vivo, particularly in female animals. Using whole-transcriptome sequencing coupled with pathways analysis and confirmatory PCR, we identified gene features (n = 2,600) differentially expressed in the CSCs compared to parental cells and that were enriched with functional modules associated with an augmented malignant phenotype including stemness, tumor-promoting inflammation and anti-oxidant responses. Further, based on in silico predicted activation of GSK3β in CSCs, we found that tideglusib, an irreversible inhibitor of the kinase, exhibited marked anti-growth effects in the cultured CSCs. Our study underscores molecular cues in the pathogenesis of Kras-mutant LUAD and presents new models to study the evolution, and thus high-potential targets, of this aggressive malignancy.
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Affiliation(s)
- Reem Daouk
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Maya Hassane
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Hisham F Bahmad
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Ansam Sinjab
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Junya Fujimoto
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Wassim Abou-Kheir
- Department of Anatomy, Cell Biology and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Humam Kadara
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.,Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
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7
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Acuff NV, Linden J. Using Visualization of t-Distributed Stochastic Neighbor Embedding To Identify Immune Cell Subsets in Mouse Tumors. THE JOURNAL OF IMMUNOLOGY 2017; 198:4539-4546. [PMID: 28468972 DOI: 10.4049/jimmunol.1602077] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Accepted: 04/04/2017] [Indexed: 12/27/2022]
Abstract
High-dimensional flow cytometry is proving to be valuable for the study of subtle changes in tumor-associated immune cells. As flow panels become more complex, detection of minor immune cell populations by traditional gating using biaxial plots, or identification of populations that display small changes in multiple markers, may be overlooked. Visualization of t-distributed stochastic neighbor embedding (viSNE) is an unsupervised analytical tool designed to aid the analysis of high-dimensional cytometry data. In this study we use viSNE to analyze the simultaneous binding of 15 fluorophore-conjugated Abs and one cell viability probe to immune cells isolated from syngeneic mouse MB49 bladder tumors, spleens, and tumor-draining lymph nodes to identify patterns of anti-tumor immune responses. viSNE maps identified populations in multidimensional space of known immune cells, including T cells, B cells, eosinophils, neutrophils, dendritic cells, and NK cells. Based on the expression of CD86 and programmed cell death protein 1, CD8+ T cells were divided into distinct populations. Additionally, both CD8+ T cells and CD8+ dendritic cells were identified in the tumor microenvironment. Apparent differences between splenic and tumor polymorphonuclear cells/granulocytic myeloid-derived suppressor cells are due to the loss of CD44 upon enzymatic digestion of tumors. In conclusion, viSNE is a valuable tool for high-dimensional analysis of immune cells in tumor-bearing mice, which eliminates gating biases and identifies immune cell subsets that may be missed by traditional gating.
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Affiliation(s)
- Nicole V Acuff
- Division of Developmental Immunology, La Jolla Institute for Allergy and Immunology, San Diego, CA 92117; and
| | - Joel Linden
- Division of Developmental Immunology, La Jolla Institute for Allergy and Immunology, San Diego, CA 92117; and .,Department of Pharmacology, University of California, San Diego, La Jolla, CA 92093
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