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van der Sluis TC, Beyrend G, van der Gracht ETI, Abdelaal T, Jochems SP, Belderbos RA, Wesselink TH, van Duikeren S, van Haften FJ, Redeker A, Ouboter LF, Beyranvand Nejad E, Camps M, Franken KLMC, Linssen MM, Hohenstein P, de Miranda NFCC, Mei H, Bins AD, Haanen JBAG, Aerts JG, Ossendorp F, Arens R. OX40 agonism enhances PD-L1 checkpoint blockade by shifting the cytotoxic T cell differentiation spectrum. Cell Rep Med 2023; 4:100939. [PMID: 36796366 PMCID: PMC10040386 DOI: 10.1016/j.xcrm.2023.100939] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 10/07/2022] [Accepted: 01/20/2023] [Indexed: 02/17/2023]
Abstract
Immune checkpoint therapy (ICT) has the power to eradicate cancer, but the mechanisms that determine effective therapy-induced immune responses are not fully understood. Here, using high-dimensional single-cell profiling, we interrogate whether the landscape of T cell states in the peripheral blood predict responses to combinatorial targeting of the OX40 costimulatory and PD-1 inhibitory pathways. Single-cell RNA sequencing and mass cytometry expose systemic and dynamic activation states of therapy-responsive CD4+ and CD8+ T cells in tumor-bearing mice with expression of distinct natural killer (NK) cell receptors, granzymes, and chemokines/chemokine receptors. Moreover, similar NK cell receptor-expressing CD8+ T cells are also detected in the blood of immunotherapy-responsive cancer patients. Targeting the NK cell and chemokine receptors in tumor-bearing mice shows the functional importance of these receptors for therapy-induced anti-tumor immunity. These findings provide a better understanding of ICT and highlight the use and targeting of dynamic biomarkers on T cells to improve cancer immunotherapy.
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Affiliation(s)
- Tetje C van der Sluis
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Guillaume Beyrend
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | | | - Tamim Abdelaal
- Department of Radiology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands; Systems and Biomedical Engineering Department, Faculty of Engineering, Cairo University, Giza 12613, Egypt; Pattern Recognition and Bioinformatics, Delft University of Technology, 2628XE Delft, the Netherlands
| | - Simon P Jochems
- Department of Parasitology, Leiden University Center for Infectious Diseases, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Robert A Belderbos
- Department of Pulmonary Diseases, Erasmus Medical Center, 3015GD Rotterdam, the Netherlands
| | - Thomas H Wesselink
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Suzanne van Duikeren
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Floortje J van Haften
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Anke Redeker
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Laura F Ouboter
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Elham Beyranvand Nejad
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Marcel Camps
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Kees L M C Franken
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Margot M Linssen
- Central Animal and Transgenic Facility, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Peter Hohenstein
- Central Animal and Transgenic Facility, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Noel F C C de Miranda
- Department of Pathology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Hailiang Mei
- Department of Biomedical Data Sciences, Sequencing Analysis Support Core, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Adriaan D Bins
- Department of Internal Medicine, Amsterdam University Medical Center, 1105AZ Amsterdam, the Netherlands
| | - John B A G Haanen
- Division of Molecular Oncology and Immunology, Netherlands Cancer Institute, 1066CX Amsterdam, the Netherlands
| | - Joachim G Aerts
- Department of Pulmonary Diseases, Erasmus Medical Center, 3015GD Rotterdam, the Netherlands
| | - Ferry Ossendorp
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands
| | - Ramon Arens
- Department of Immunology, Leiden University Medical Center, 2333ZA Leiden, the Netherlands.
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2
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van der Gracht ETI, Beyrend G, Abdelaal T, Pardieck IN, Wesselink TH, van Haften FJ, van Duikeren S, Koning F, Arens R. Memory CD8 + T cell heterogeneity is primarily driven by pathogen-specific cues and additionally shaped by the tissue environment. iScience 2020; 24:101954. [PMID: 33458613 PMCID: PMC7797528 DOI: 10.1016/j.isci.2020.101954] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 11/06/2020] [Accepted: 12/12/2020] [Indexed: 12/15/2022] Open
Abstract
Factors that govern the complex formation of memory T cells are not completely understood. A better understanding of the development of memory T cell heterogeneity is however required to enhance vaccination and immunotherapy approaches. Here we examined the impact of pathogen- and tissue-specific cues on memory CD8+ T cell heterogeneity using high-dimensional single-cell mass cytometry and a tailored bioinformatics pipeline. We identified distinct populations of pathogen-specific CD8+ T cells that uniquely connected to a specific pathogen or associated to multiple types of acute and persistent infections. In addition, the tissue environment shaped the memory CD8+ T cell heterogeneity, albeit to a lesser extent than infection. The programming of memory CD8+ T cell differentiation during acute infection is eventually superseded by persistent infection. Thus, the plethora of distinct memory CD8+ T cell subsets that arise upon infection is dominantly sculpted by the pathogen-specific cues and further shaped by the tissue environment. Heterogeneous subsets of both circulating and tissue-resident memory CD8+ T cells exist Memory CD8+ T cell heterogeneity is profoundly sculpted by pathogen-specific cues Memory CD8+ T cell heterogeneity is additionally shaped by the tissue environment Viral persistance supersedes memory CD8+ T cell differentiation after acute infection
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Affiliation(s)
| | - Guillaume Beyrend
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Tamim Abdelaal
- Delft Bioinformatics Lab, Delft University of Technology, Delft 2628XE, the Netherlands.,Leiden Computational Biology Center, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Iris N Pardieck
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Thomas H Wesselink
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Floortje J van Haften
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Suzanne van Duikeren
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Frits Koning
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
| | - Ramon Arens
- Department of Immunology, Leiden University Medical Center, Leiden 2333ZA, the Netherlands
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3
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Othman AS, Franke-Fayard BM, Imai T, van der Gracht ETI, Redeker A, Salman AM, Marin-Mogollon C, Ramesar J, Chevalley-Maurel S, Janse CJ, Arens R, Khan SM. OX40 Stimulation Enhances Protective Immune Responses Induced After Vaccination With Attenuated Malaria Parasites. Front Cell Infect Microbiol 2018; 8:247. [PMID: 30073152 PMCID: PMC6060232 DOI: 10.3389/fcimb.2018.00247] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 06/28/2018] [Indexed: 01/15/2023] Open
Abstract
Protection against a malaria infection can be achieved by immunization with live-attenuated Plasmodium sporozoites and while the precise mechanisms of protection remain unknown, T cell responses are thought to be critical in the elimination of infected liver cells. In cancer immunotherapies, agonistic antibodies that target T cell surface proteins, such as CD27, OX40 (CD134), and 4-1BB (CD137), have been used to enhance T cell function by increasing co-stimulation. In this study, we have analyzed the effect of agonistic OX40 monoclonal antibody treatment on protective immunity induced in mice immunized with genetically attenuated parasites (GAPs). OX40 stimulation enhanced protective immunity after vaccination as shown by an increase in the number of protected mice and delay to blood-stage infection after challenge with wild-type sporozoites. Consistent with the enhanced protective immunity enforced OX40 stimulation resulted in an increased expansion of antigen-experienced effector (CD11ahiCD44hi) CD8+ and CD4+ T cells in the liver and spleen and also increased IFN-γ and TNF producing CD4+ T cells in the liver and spleen. In addition, GAP immunization plus α-OX40 treatment significantly increased sporozoite-specific IgG responses. Thus, we demonstrate that targeting T cell costimulatory receptors can improve sporozoite-based vaccine efficacy.
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Affiliation(s)
- Ahmad Syibli Othman
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands.,Faculty of Health Sciences, Universiti Sultan Zainal Abidin, Terengganu, Malaysia
| | - Blandine M Franke-Fayard
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Takashi Imai
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Esmé T I van der Gracht
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Anke Redeker
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Ahmed M Salman
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands.,The Jenner Institute, University of Oxford, Oxford, United Kingdom
| | - Catherin Marin-Mogollon
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Jai Ramesar
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | | | - Chris J Janse
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Ramon Arens
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Shahid M Khan
- Leiden Malaria Research Group, Parasitology, Leiden University Medical Center, Leiden, Netherlands
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4
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Redeker A, Remmerswaal EBM, van der Gracht ETI, Welten SPM, Höllt T, Koning F, Cicin-Sain L, Nikolich-Žugich J, Ten Berge IJM, van Lier RAW, van Unen V, Arens R. The Contribution of Cytomegalovirus Infection to Immune Senescence Is Set by the Infectious Dose. Front Immunol 2018; 8:1953. [PMID: 29367854 PMCID: PMC5768196 DOI: 10.3389/fimmu.2017.01953] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Accepted: 12/18/2017] [Indexed: 01/17/2023] Open
Abstract
The relationship between human cytomegalovirus (HCMV) infections and accelerated immune senescence is controversial. Whereas some studies reported a CMV-associated impaired capacity to control heterologous infections at old age, other studies could not confirm this. We hypothesized that these discrepancies might relate to the variability in the infectious dose of CMV occurring in real life. Here, we investigated the influence of persistent CMV infection on immune perturbations and specifically addressed the role of the infectious dose on the contribution of CMV to accelerated immune senescence. We show in experimental mouse models that the degree of mouse CMV (MCMV)-specific memory CD8+ T cell accumulation and the phenotypic T cell profile are directly influenced by the infectious dose, and data on HCMV-specific T cells indicate a similar connection. Detailed cluster analysis of the memory CD8+ T cell development showed that high-dose infection causes a differentiation pathway that progresses faster throughout the life span of the host, suggesting a virus–host balance that is influenced by aging and infectious dose. Importantly, short-term MCMV infection in adult mice is not disadvantageous for heterologous superinfection with lymphocytic choriomeningitis virus (LCMV). However, following long-term CMV infection the strength of the CD8+ T cell immunity to LCMV superinfection was affected by the initial CMV infectious dose, wherein a high infectious dose was found to be a prerequisite for impaired heterologous immunity. Altogether our results underscore the importance of stratification based on the size and differentiation of the CMV-specific memory T cell pools for the impact on immune senescence, and indicate that reduction of the latent/lytic viral load can be beneficial to diminish CMV-associated immune senescence.
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Affiliation(s)
- Anke Redeker
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Ester B M Remmerswaal
- Department of Experimental Immunology, Academic Medical Center, Amsterdam, Netherlands.,Renal Transplant Unit, Division of Internal Medicine, Academic Medical Center, Amsterdam, Netherlands
| | - Esmé T I van der Gracht
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Suzanne P M Welten
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Thomas Höllt
- Delft University of Technology, Delft, Netherlands
| | - Frits Koning
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Luka Cicin-Sain
- Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Janko Nikolich-Žugich
- Department of Immunobiology, University of Arizona College of Medicine, Tucson, AZ, United States
| | - Ineke J M Ten Berge
- Department of Experimental Immunology, Academic Medical Center, Amsterdam, Netherlands.,Renal Transplant Unit, Division of Internal Medicine, Academic Medical Center, Amsterdam, Netherlands
| | - René A W van Lier
- Sanquin Blood Supply Foundation and Landsteiner Laboratory, Amsterdam, Netherlands
| | - Vincent van Unen
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
| | - Ramon Arens
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, Netherlands
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