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Montagne JM, Mitchell JT, Tandurella JA, Christenson ES, Danilova LV, Deshpande A, Loth M, Sidiropoulos DN, Davis-Marcisak E, Bergman DR, Zhu Q, Wang H, Kagohara LT, Engle LL, Green BF, Favorov AV, Ho WJ, Lim SJ, Zhang R, Li P, Gai J, Mo G, Mitchell S, Wang R, Vaghasia A, Hou W, Xu Y, Zimmerman JW, Elisseeff JH, Yegnasubramanian S, Anders RA, Jaffee EM, Zheng L, Fertig EJ. CD137 agonism enhances anti-PD1 induced activation of expanded CD8 + T cell clones in a neoadjuvant pancreatic cancer clinical trial. iScience 2025; 28:111569. [PMID: 39811671 PMCID: PMC11730579 DOI: 10.1016/j.isci.2024.111569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 09/05/2024] [Accepted: 12/06/2024] [Indexed: 01/16/2025] Open
Abstract
Successful pancreatic ductal adenocarcinoma (PDAC) immunotherapy requires therapeutic combinations that induce quality T cells. Tumor microenvironment (TME) analysis following therapeutic interventions can identify response mechanisms, informing design of effective combinations. We provide a reference single-cell dataset from tumor-infiltrating leukocytes (TILs) from a human neoadjuvant clinical trial comparing the granulocyte-macrophage colony-stimulating factor (GM-CSF)-secreting allogeneic PDAC vaccine GVAX alone, in combination with anti-PD1 or with both anti-PD1 and CD137 agonist. Treatment with GVAX and anti-PD-1 led to increased CD8+ T cell activation and expression of cytoskeletal and extracellular matrix (ECM)-interacting components. Addition of CD137 agonist increased abundance of clonally expanded CD8+ T cells and increased immunosuppressive TREM2 signaling in tumor associated macrophages (TAMs), identified by comparison of ligand-receptor networks, corresponding to changes in metabolism and ECM interactions. These findings associate therapy with GVAX, anti-PD1, and CD137 agonist with enhanced CD8+ T cell function while inducing alternative immunosuppressive pathways in patients with PDAC.
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Affiliation(s)
- Janelle M. Montagne
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacob T. Mitchell
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore MD, USA
| | - Joseph A. Tandurella
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Eric S. Christenson
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ludmila V. Danilova
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Atul Deshpande
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melanie Loth
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dimitrios N. Sidiropoulos
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Emily Davis-Marcisak
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore MD, USA
| | - Daniel R. Bergman
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Qingfeng Zhu
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hao Wang
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Luciane T. Kagohara
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Logan L. Engle
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Benjamin F. Green
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alexander V. Favorov
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Laboratory of Systems Biology and Computational Genetics, Vavilov Institute of General Genetics, Moscow, RF, Russia
| | - Won Jin Ho
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Su Jin Lim
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rui Zhang
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Pan Li
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jessica Gai
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Guanglan Mo
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sarah Mitchell
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rulin Wang
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ajay Vaghasia
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Wenpin Hou
- Department of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Yao Xu
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacquelyn W. Zimmerman
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jennifer H. Elisseeff
- Translational Tissue Engineering Center, Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Srinivasan Yegnasubramanian
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Radiation Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- InHealth Precision Medicine Program, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert A. Anders
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elizabeth M. Jaffee
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Pancreatic Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lei Zheng
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Radiation Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Pancreatic Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Pancreatic Cancer Precision Medicine Center of Excellence Program, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elana J. Fertig
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Convergence Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg Kimmel Immunology Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Skip Viragh Center for Clinical and Translational Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Applied Mathematics and Statistics, Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA
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Wan Z, Xu C, Chen X, Xie H, Li Z, Wang J, Ji X, Chen H, Ji Q, Shaheen S, Xu Y, Wang F, Tang Z, Zheng JS, Chen W, Lou J, Liu W. PI(4,5)P2 determines the threshold of mechanical force-induced B cell activation. J Cell Biol 2018; 217:2565-2582. [PMID: 29685902 PMCID: PMC6028545 DOI: 10.1083/jcb.201711055] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 03/06/2018] [Accepted: 04/05/2018] [Indexed: 12/14/2022] Open
Abstract
B lymphocytes use B cell receptors (BCRs) to sense the chemical and physical features of antigens. The activation of isotype-switched IgG-BCR by mechanical force exhibits a distinct sensitivity and threshold in comparison with IgM-BCR. However, molecular mechanisms governing these differences remain to be identified. In this study, we report that the low threshold of IgG-BCR activation by mechanical force is highly dependent on tethering of the cytoplasmic tail of the IgG-BCR heavy chain (IgG-tail) to the plasma membrane. Mechanistically, we show that the positively charged residues in the IgG-tail play a crucial role by highly enriching phosphatidylinositol (4,5)-biphosphate (PI(4,5)P2) into the membrane microdomains of IgG-BCRs. Indeed, manipulating the amounts of PI(4,5)P2 within IgG-BCR membrane microdomains significantly altered the threshold and sensitivity of IgG-BCR activation. Our results reveal a lipid-dependent mechanism for determining the threshold of IgG-BCR activation by mechanical force.
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Affiliation(s)
- Zhengpeng Wan
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Chenguang Xu
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Xiangjun Chen
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Hengyi Xie
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Zongyu Li
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Jing Wang
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Xingyu Ji
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Haodong Chen
- Natural Products Research Center, Chengdu Institution of Biology, Chinese Academy of Science, Chengdu, China
| | - Qinghua Ji
- Laboratory of RNA Biology, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Samina Shaheen
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China
| | - Yang Xu
- School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Fei Wang
- Natural Products Research Center, Chengdu Institution of Biology, Chinese Academy of Science, Chengdu, China
| | - Zhuo Tang
- Natural Products Research Center, Chengdu Institution of Biology, Chinese Academy of Science, Chengdu, China
| | - Ji-Shen Zheng
- School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Wei Chen
- School of Basic Medical Sciences, Zhejiang University, Hangzhou, China
| | - Jizhong Lou
- Laboratory of RNA Biology, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Wanli Liu
- Ministry of Education Key Laboratory of Protein Sciences, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, School of Life Sciences, Institute for Immunology, Tsinghua University, Beijing, China .,Beijing Key Laboratory for Immunological Research on Chronic Diseases, Beijing, China
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