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Bonnet V, Maikranz E, Madec M, Vertti-Quintero N, Cuche C, Mastrogiovanni M, Alcover A, Di Bartolo V, Baroud CN. Cancer-on-a-chip model shows that the adenomatous polyposis coli mutation impairs T cell engagement and killing of cancer spheroids. Proc Natl Acad Sci U S A 2024; 121:e2316500121. [PMID: 38442157 PMCID: PMC10945811 DOI: 10.1073/pnas.2316500121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 01/25/2024] [Indexed: 03/07/2024] Open
Abstract
Evaluating the ability of cytotoxic T lymphocytes (CTLs) to eliminate tumor cells is crucial, for instance, to predict the efficiency of cell therapy in personalized medicine. However, the destruction of a tumor by CTLs involves CTL migration in the extra-tumoral environment, accumulation on the tumor, antigen recognition, and cooperation in killing the cancer cells. Therefore, identifying the limiting steps in this complex process requires spatio-temporal measurements of different cellular events over long periods. Here, we use a cancer-on-a-chip platform to evaluate the impact of adenomatous polyposis coli (APC) mutation on CTL migration and cytotoxicity against 3D tumor spheroids. The APC mutated CTLs are found to have a reduced ability to destroy tumor spheroids compared with control cells, even though APC mutants migrate in the extra-tumoral space and accumulate on the spheroids as efficiently as control cells. Once in contact with the tumor however, mutated CTLs display reduced engagement with the cancer cells, as measured by a metric that distinguishes different modes of CTL migration. Realigning the CTL trajectories around localized killing cascades reveals that all CTLs transition to high engagement in the 2 h preceding the cascades, which confirms that the low engagement is the cause of reduced cytotoxicity. Beyond the study of APC mutations, this platform offers a robust way to compare cytotoxic cell efficiency of even closely related cell types, by relying on a multiscale cytometry approach to disentangle complex interactions and to identify the steps that limit the tumor destruction.
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Affiliation(s)
- Valentin Bonnet
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau91120, France
| | - Erik Maikranz
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau91120, France
| | - Marianne Madec
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
- Faculty of Medicine, Department of Pathology and Immunology, University of Geneva, Geneva 4CH-1211, Switzerland
| | - Nadia Vertti-Quintero
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
| | - Céline Cuche
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
| | - Marta Mastrogiovanni
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
- Albert Einstein College of Medicine, Department of Developmental and Molecular Biology, New York, NY10461
| | - Andrés Alcover
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
| | - Vincenzo Di Bartolo
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
| | - Charles N. Baroud
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau91120, France
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2
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Wang J, Dong D, Zhao W, Wang J. Intravital microscopy visualizes innate immune crosstalk and function in tissue microenvironment. Eur J Immunol 2024; 54:e2350458. [PMID: 37830252 DOI: 10.1002/eji.202350458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 10/11/2023] [Accepted: 10/12/2023] [Indexed: 10/14/2023]
Abstract
Significant advances have been made in the field of intravital microscopy (IVM) on myeloid cells due to the growing number of validated fluorescent probes and reporter mice. IVM provides a visualization platform to directly observe cell behavior and deepen our understanding of cellular dynamics, heterogeneity, plasticity, and cell-cell communication in native tissue environments. This review outlines the current studies on the dynamic interaction and function of innate immune cells with a focus on those that are studied with IVM and covers the advances in data analysis with emerging artificial intelligence-based algorithms. Finally, the prospects of IVM on innate immune cells are discussed.
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Affiliation(s)
- Jin Wang
- Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dong Dong
- Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Thoracic Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenying Zhao
- Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jing Wang
- Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Center for Immune-related Diseases at Shanghai Institute of Immunology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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3
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Wang Y, Sun Z, Ping J, Tang J, He B, Chang T, Zhou Q, Yuan S, Tang Z, Li X, Lu Y, He R, He X, Liu Z, Yin L, Wu N. Cell volume controlled by LRRC8A-formed volume-regulated anion channels fine-tunes T cell activation and function. Nat Commun 2023; 14:7075. [PMID: 37925509 PMCID: PMC10625614 DOI: 10.1038/s41467-023-42817-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 10/23/2023] [Indexed: 11/06/2023] Open
Abstract
Biosynthesis drives the cell volume increase during T cell activation. However, the contribution of cell volume regulation in TCR signaling during T lymphoblast formation and its underlying mechanisms remain unclear. Here we show that cell volume regulation is required for optimal T cell activation. Inhibition of VRACs (volume-regulated anion channels) and deletion of leucine-rich repeat-containing protein 8A (LRRC8A) channel components impair T cell activation and function, particularly under weak TCR stimulation. Additionally, LRRC8A has distinct influences on mRNA transcriptional profiles, indicating the prominent effects of cell volume regulation for T cell functions. Moreover, cell volume regulation via LRRC8A controls T cell-mediated antiviral immunity and shapes the TCR repertoire in the thymus. Mechanistically, LRRC8A governs stringent cell volume increase via regulated volume decrease (RVD) during T cell blast formation to keep the TCR signaling molecules at an adequate density. Together, our results show a further layer of T cell activation regulation that LRRC8A functions as a cell volume controlling "valve" to facilitate T cell activation.
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Affiliation(s)
- Yuman Wang
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zaiqiao Sun
- State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Renmin Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Jieming Ping
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jianlong Tang
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Boxiao He
- State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Renmin Hospital of Wuhan University, Wuhan University, Wuhan, China
| | - Teding Chang
- Department of Traumatic Surgery, Tongji Trauma Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qian Zhou
- Department of Physiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shijie Yuan
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhaohui Tang
- Department of Traumatic Surgery, Tongji Trauma Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xin Li
- Medical Research Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yan Lu
- Department of Clinical Immunology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ran He
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ximiao He
- Department of Physiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zheng Liu
- Department of Otolaryngology-Head and Neck Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Lei Yin
- State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Renmin Hospital of Wuhan University, Wuhan University, Wuhan, China.
| | - Ning Wu
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- Department of Otolaryngology-Head and Neck Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- Cell Architecture Research Center, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- The First Affiliated Hospital of Anhui Medical University, Institute of Clinical Immunology, Anhui Medical University, Hefei, China.
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4
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Bousso P, Grandjean CL. Immunomodulation under the lens of real-time in vivo imaging. Eur J Immunol 2023; 53:e2249921. [PMID: 37051691 DOI: 10.1002/eji.202249921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 11/16/2022] [Accepted: 04/11/2023] [Indexed: 04/14/2023]
Abstract
Modulation of cells and molecules of the immune system not only represents a major opportunity to treat a variety of diseases including infections, cancer, autoimmune, and inflammatory disorders but could also help understand the intricacies of immune responses. A detailed mechanistic understanding of how a specific immune intervention may provide clinical benefit is essential for the rational design of efficient immunomodulators. Visualizing the impact of immunomodulation in real-time and in vivo has emerged as an important approach to achieve this goal. In this review, we aim to illustrate how multiphoton intravital imaging has helped clarify the mode of action of immunomodulatory strategies such as antibodies or cell therapies. We also discuss how optogenetics combined with imaging will further help manipulate and precisely understand immunomodulatory pathways. Combined with other single-cell technologies, in vivo dynamic imaging has therefore a major potential for guiding preclinical development of immunomodulatory drugs.
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Affiliation(s)
- Philippe Bousso
- Dynamics of Immune Responses Unit, Institut Pasteur, INSERM U1223, Université de Paris Cité, Paris, France
| | - Capucine L Grandjean
- Dynamics of Immune Responses Unit, Institut Pasteur, INSERM U1223, Université de Paris Cité, Paris, France
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5
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Jaeger M, Anastasio A, Chamy L, Brustlein S, Vincentelli R, Durbesson F, Gigan J, Thépaut M, Char R, Boussand M, Lechelon M, Argüello RJ, Marguet D, He HT, Lasserre R. Light-inducible T cell engagers trigger, tune, and shape the activation of primary T cells. Proc Natl Acad Sci U S A 2023; 120:e2302500120. [PMID: 37722050 PMCID: PMC10523538 DOI: 10.1073/pnas.2302500120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 08/17/2023] [Indexed: 09/20/2023] Open
Abstract
To mount appropriate responses, T cells integrate complex sequences of receptor stimuli perceived during transient interactions with antigen-presenting cells. Although it has been hypothesized that the dynamics of these interactions influence the outcome of T cell activation, methodological limitations have hindered its formal demonstration. Here, we have engineered the Light-inducible T cell engager (LiTE) system, a recombinant optogenetics-based molecular tool targeting the T cell receptor (TCR). The LiTE system constitutes a reversible molecular switch displaying exquisite reactivity. As proof of concept, we dissect how specific temporal patterns of TCR stimulation shape T cell activation. We established that CD4+ T cells respond to intermittent TCR stimulation more efficiently than their CD8+ T cells counterparts and provide evidence that distinct sequences of TCR stimulation encode different cytokine programs. Finally, we show that the LiTE system could be exploited to create light-activated bispecific T cell engagers and manipulate tumor cell killing. Overall, the LiTE system provides opportunities to understand how T cells integrate TCR stimulations and to trigger T cell cytotoxicity with high spatiotemporal control.
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Affiliation(s)
- Morgane Jaeger
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Amandine Anastasio
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Léa Chamy
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Sophie Brustlein
- Aix Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de neurobiologie de la Méditerranée, Turing Center for Living Systems, 13 273Marseille, France
| | - Renaud Vincentelli
- Aix Marseille Université, Centre National de la Recherche Scientifique, Architecture et Fonction des Macromolécules Biologiques, 13 288Marseille, France
| | - Fabien Durbesson
- Aix Marseille Université, Centre National de la Recherche Scientifique, Architecture et Fonction des Macromolécules Biologiques, 13 288Marseille, France
| | - Julien Gigan
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Morgane Thépaut
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Rémy Char
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Maud Boussand
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Mathias Lechelon
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Rafael J. Argüello
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Didier Marguet
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Hai-Tao He
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
| | - Rémi Lasserre
- Aix Marseille Université, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Centre d’Immunologie de Marseille Luminy, Turing Center for Living Systems, 13 288Marseille, France
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6
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Eyraud E, Maurat E, Sac-Epée JM, Henrot P, Zysman M, Esteves P, Trian T, Dupuy JW, Leipold A, Saliba AE, Begueret H, Girodet PO, Thumerel M, Hustache-Castaing R, Marthan R, Levet F, Vallois P, Contin-Bordes C, Berger P, Dupin I. Short-range interactions between fibrocytes and CD8 + T cells in COPD bronchial inflammatory response. eLife 2023; 12:RP85875. [PMID: 37494277 PMCID: PMC10371228 DOI: 10.7554/elife.85875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/28/2023] Open
Abstract
Bronchi of chronic obstructive pulmonary disease (COPD) are the site of extensive cell infiltration, allowing persistent contact between resident cells and immune cells. Tissue fibrocytes interaction with CD8+ T cells and its consequences were investigated using a combination of in situ, in vitro experiments and mathematical modeling. We show that fibrocytes and CD8+ T cells are found in the vicinity of distal airways and that potential interactions are more frequent in tissues from COPD patients compared to those of control subjects. Increased proximity and clusterization between CD8+ T cells and fibrocytes are associated with altered lung function. Tissular CD8+ T cells from COPD patients promote fibrocyte chemotaxis via the CXCL8-CXCR1/2 axis. Live imaging shows that CD8+ T cells establish short-term interactions with fibrocytes, that trigger CD8+ T cell proliferation in a CD54- and CD86-dependent manner, pro-inflammatory cytokines production, CD8+ T cell cytotoxic activity against bronchial epithelial cells and fibrocyte immunomodulatory properties. We defined a computational model describing these intercellular interactions and calibrated the parameters based on our experimental measurements. We show the model's ability to reproduce histological ex vivo characteristics, and observe an important contribution of fibrocyte-mediated CD8+ T cell proliferation in COPD development. Using the model to test therapeutic scenarios, we predict a recovery time of several years, and the failure of targeting chemotaxis or interacting processes. Altogether, our study reveals that local interactions between fibrocytes and CD8+ T cells could jeopardize the balance between protective immunity and chronic inflammation in the bronchi of COPD patients.
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Affiliation(s)
- Edmée Eyraud
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
| | - Elise Maurat
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
| | - Jean-Marc Sac-Epée
- Univ-Lorraine, Institut Elie Cartan de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Pauline Henrot
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Maeva Zysman
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Pauline Esteves
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
| | - Thomas Trian
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
| | - Jean-William Dupuy
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
| | - Alexander Leipold
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Antoine-Emmanuel Saliba
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Hugues Begueret
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- CHU de Bordeaux, Service d'exploration fonctionnelle respiratoire, Pessac, France
| | - Pierre-Olivier Girodet
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- CHU de Bordeaux, Service d'exploration fonctionnelle respiratoire, Pessac, France
| | - Matthieu Thumerel
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- CHU de Bordeaux, Service d'exploration fonctionnelle respiratoire, Pessac, France
| | - Romain Hustache-Castaing
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- CHU de Bordeaux, Service d'exploration fonctionnelle respiratoire, Pessac, France
| | - Roger Marthan
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- CHU de Bordeaux, Service d'exploration fonctionnelle respiratoire, Pessac, France
| | - Florian Levet
- Univ. Bordeaux, CNRS, INSERM, Bordeaux Imaging Center, Bordeaux, France
- Univ. Bordeaux, CNRS, Interdisciplinary Institute for Neuroscience, Bordeaux, France
| | - Pierre Vallois
- Univ-Lorraine, Institut Elie Cartan de Lorraine, Vandoeuvre-lès-Nancy, France
| | - Cécile Contin-Bordes
- CNRS, UMR5164 ImmunoConcEpT, Université de Bordeaux, Bordeaux, France
- CHU de Bordeaux, Laboratoire d'Immunologie et Immunogénétique, Bordeaux, France
| | - Patrick Berger
- Univ-Bordeaux, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Département de Pharmacologie, CIC1401, Proteomics Facility, Pessac, France
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
- CHU de Bordeaux, Service d'exploration fonctionnelle respiratoire, Pessac, France
| | - Isabelle Dupin
- INSERM, Centre de Recherche Cardio-thoracique de Bordeaux, U1045, Pessac, France
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7
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Baars I, Jaedtka M, Dewitz LA, Fu Y, Franz T, Mohr J, Gintschel P, Berlin H, Degen A, Freier S, Rygol S, Schraven B, Kahlfuß S, van Zandbergen G, Müller AJ. Leishmania major drives host phagocyte death and cell-to-cell transfer depending on intracellular pathogen proliferation rate. JCI Insight 2023; 8:e169020. [PMID: 37310793 PMCID: PMC10443809 DOI: 10.1172/jci.insight.169020] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 06/05/2023] [Indexed: 06/15/2023] Open
Abstract
The virulence of intracellular pathogens relies largely on the ability to survive and replicate within phagocytes but also on release and transfer into new host cells. Such cell-to-cell transfer could represent a target for counteracting microbial pathogenesis. However, our understanding of the underlying cellular and molecular processes remains woefully insufficient. Using intravital 2-photon microscopy of caspase-3 activation in the Leishmania major-infected (L. major-infected) live skin, we showed increased apoptosis in cells infected by the parasite. Also, transfer of the parasite to new host cells occurred directly without a detectable extracellular state and was associated with concomitant uptake of cellular material from the original host cell. These in vivo findings were fully recapitulated in infections of isolated human phagocytes. Furthermore, we observed that high pathogen proliferation increased cell death in infected cells, and long-term residency within an infected host cell was only possible for slowly proliferating parasites. Our results therefore suggest that L. major drives its own dissemination to new phagocytes by inducing host cell death in a proliferation-dependent manner.
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Affiliation(s)
- Iris Baars
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Moritz Jaedtka
- Division of Immunology, Paul Ehrlich Institute, Langen, Germany
- Institute for Immunology, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Leon-Alexander Dewitz
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Yan Fu
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Tobias Franz
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
- Institute of Molecular and Clinical Immunology, Medical Faculty, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Juliane Mohr
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
- Institute of Molecular and Clinical Immunology, Medical Faculty, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Patricia Gintschel
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Hannes Berlin
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Angelina Degen
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Sandra Freier
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Stefan Rygol
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Burkhart Schraven
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
- Institute of Molecular and Clinical Immunology, Medical Faculty, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Sascha Kahlfuß
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
- Institute of Molecular and Clinical Immunology, Medical Faculty, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Ger van Zandbergen
- Division of Immunology, Paul Ehrlich Institute, Langen, Germany
- Institute for Immunology, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany
- Research Center for Immunotherapy (FZI), University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Andreas J. Müller
- Experimental Immunodynamics, Institute of Molecular and Clinical Immunology, Medical Faculty, and
- Health Campus Immunology, Infectiology and Inflammation (GCI3), Medical Faculty and Center for Health and Medical Prevention (CHaMP), Otto von Guericke University Magdeburg, Magdeburg, Germany
- Helmholtz Centre for Infection Research, Braunschweig, Germany
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8
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Ide H, Aoshi T, Saito M, Espulgar WV, Briones JC, Hosokawa M, Matsunaga H, Arikawa K, Takeyama H, Koyama S, Takamatsu H, Tamiya E. Linking antigen specific T-cell dynamics in a microfluidic chip to single cell transcription patterns. Biochem Biophys Res Commun 2023; 657:8-15. [PMID: 36963175 DOI: 10.1016/j.bbrc.2023.03.035] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 03/10/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023]
Abstract
A new non-invasive screening profile has been realized that can aid in determining T-cell activation state at single-cell level. Production of activated T-cells with good specificity and stable proliferation is greatly beneficial for advancing adoptive immunotherapy as innate immunological cells are not effective in recognizing and eliminating cancer as expected. The screening method is realized by relating intracellular Ca2+ intensity and motility of T-cells interacting with APC (Antigen Presenting Cells) in a microfluidic chip. The system is tested using APC pulsed with OVA257-264 peptide and its modified affinities (N4, Q4, T4 and V4), and the T-cells from OT-1 mice. In addition, single cell RNA sequencing reveals the activation states of the cells and the clusters from the derived profiles can be indicative of the T-cell activation state. The presented system here can be versatile for a comprehensive application to proceed with T-cell-based immunotherapy and screen the antigen-specific T-cells with excellent efficiency and high proliferation.
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Affiliation(s)
- Hiroki Ide
- Graduate School of Engineering Osaka Univ, Japan; PhotoBIO Lab, AIST-Osaka Univ, Japan
| | - Taiki Aoshi
- Research Institute for Microbial Diseases, Osaka Univ, Japan
| | - Masato Saito
- PhotoBIO Lab, AIST-Osaka Univ, Japan; Life and Medical Photonics Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan.
| | | | - Jonathan Campos Briones
- Life and Medical Photonics Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
| | - Masahito Hosokawa
- Department of Life Science and Medical Bioscience, Waseda Univ, Japan; CBBD-OIL, AIST-Waseda Univ, Japan; Institute for Advanced Research of Biosystem Dynamics, Waseda Research Institute for Science and Engineering, Waseda Univ, Japan; Research Organization for Nano and Life Innovation, Waseda Univ, Japan
| | - Hiroko Matsunaga
- Research Organization for Nano and Life Innovation, Waseda Univ, Japan
| | - Koji Arikawa
- Research Organization for Nano and Life Innovation, Waseda Univ, Japan
| | - Haruko Takeyama
- Department of Life Science and Medical Bioscience, Waseda Univ, Japan; CBBD-OIL, AIST-Waseda Univ, Japan; Institute for Advanced Research of Biosystem Dynamics, Waseda Research Institute for Science and Engineering, Waseda Univ, Japan; Research Organization for Nano and Life Innovation, Waseda Univ, Japan
| | | | | | - Eiichi Tamiya
- PhotoBIO Lab, AIST-Osaka Univ, Japan; Institute of Scientific and Industrial Research, Osaka University, Japan
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9
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Anikeeva N, Steblyanko M, Kuri-Cervantes L, Buggert M, Betts MR, Sykulev Y. The immune synapses reveal aberrant functions of CD8 T cells during chronic HIV infection. Nat Commun 2022; 13:6436. [PMID: 36307445 PMCID: PMC9616955 DOI: 10.1038/s41467-022-34157-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 10/14/2022] [Indexed: 02/05/2023] Open
Abstract
Chronic HIV infection causes persistent low-grade inflammation that induces premature aging of the immune system including senescence of memory and effector CD8 T cells. To uncover the reasons of gradually diminished potency of CD8 T cells from people living with HIV, here we expose the T cells to planar lipid bilayers containing ligands for T-cell receptor and a T-cell integrins and analyze the cellular morphology, dynamics of synaptic interface formation and patterns of the cellular degranulation. We find a large fraction of phenotypically naive T cells from chronically infected people are capable to form mature synapse with focused degranulation, a signature of a differentiated T cells. Further, differentiation of aberrant naive T cells may lead to the development of anomalous effector T cells undermining their capacity to control HIV and other pathogens that could be contained otherwise.
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Affiliation(s)
- Nadia Anikeeva
- Department of Microbiology and Immunology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Maria Steblyanko
- Department of Microbiology and Immunology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Leticia Kuri-Cervantes
- Department of Microbiology and Institute of Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Marcus Buggert
- Department of Microbiology and Institute of Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Michael R Betts
- Department of Microbiology and Institute of Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yuri Sykulev
- Departments of Immunology and Medical Oncology, Thomas Jefferson University, Philadelphia, PA, USA.
- Sydney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA.
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10
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Richard AC. Divide and Conquer: Phenotypic and Temporal Heterogeneity Within CD8 + T Cell Responses. Front Immunol 2022; 13:949423. [PMID: 35911755 PMCID: PMC9334874 DOI: 10.3389/fimmu.2022.949423] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/22/2022] [Indexed: 11/23/2022] Open
Abstract
The advent of technologies that can characterize the phenotypes, functions and fates of individual cells has revealed extensive and often unexpected levels of diversity between cells that are nominally of the same subset. CD8+ T cells, also known as cytotoxic T lymphocytes (CTLs), are no exception. Investigations of individual CD8+ T cells both in vitro and in vivo have highlighted the heterogeneity of cellular responses at the levels of activation, differentiation and function. This review takes a broad perspective on the topic of heterogeneity, outlining different forms of variation that arise during a CD8+ T cell response. Specific attention is paid to the impact of T cell receptor (TCR) stimulation strength on heterogeneity. In particular, this review endeavors to highlight connections between variation at different cellular stages, presenting known mechanisms and key open questions about how variation between cells can arise and propagate.
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11
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Winfree S, Al Hasan M, El-Achkar TM. Profiling Immune Cells in the Kidney Using Tissue Cytometry and Machine Learning. KIDNEY360 2022; 3:968-978. [PMID: 36128490 PMCID: PMC9438423 DOI: 10.34067/kid.0006802020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 02/09/2021] [Indexed: 01/10/2023]
Abstract
The immune system governs key functions that maintain renal homeostasis through various effector cells that reside in or infiltrate the kidney. These immune cells play an important role in shaping adaptive or maladaptive responses to local or systemic stress and injury. We increasingly recognize that microenvironments within the kidney are characterized by a unique distribution of immune cells, the function of which depends on this unique spatial localization. Therefore, quantitative profiling of immune cells in intact kidney tissue becomes essential, particularly at a scale and resolution that allow the detection of differences between the various "nephro-ecosystems" in health and disease. In this review, we discuss advancements in tissue cytometry of the kidney, performed through multiplexed confocal imaging and analysis using the Volumetric Tissue Exploration and Analysis (VTEA) software. We highlight how this tool has improved our understanding of the role of the immune system in the kidney and its relevance in the pathobiology of renal disease. We also discuss how the field is increasingly incorporating machine learning to enhance the analytic potential of imaging data and provide unbiased methods to explore and visualize multidimensional data. Such novel analytic methods could be particularly relevant when applied to profiling immune cells. Furthermore, machine-learning approaches applied to cytometry could present venues for nonexhaustive exploration and classification of cells from existing data and improving tissue economy. Therefore, tissue cytometry is transforming what used to be a qualitative assessment of the kidney into a highly quantitative, imaging-based "omics" assessment that complements other advanced molecular interrogation technologies.
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Affiliation(s)
- Seth Winfree
- Division of Nephrology, Department of Medicine, Indiana University, Indianapolis, Indiana
| | - Mohammad Al Hasan
- Department of Computer Science, Indiana University–Purdue University, Indianapolis, Indiana
| | - Tarek M. El-Achkar
- Division of Nephrology, Department of Medicine, Indiana University, Indianapolis, Indiana,Indianapolis Veterans Affairs Medical Center, Indianapolis, Indiana,Correspondence: Dr. Tarek M. El-Achkar (Ashkar), Division of Nephrology, Department of Medicine, Indiana University, 950 W Walnut St., R2-202, Indianapolis, IN 46202.
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12
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Heritable changes in division speed accompany the diversification of single T cell fate. Proc Natl Acad Sci U S A 2022; 119:2116260119. [PMID: 35217611 PMCID: PMC8892279 DOI: 10.1073/pnas.2116260119] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2022] [Indexed: 11/18/2022] Open
Abstract
Rapid clonal expansion of antigen-specific T cells is a fundamental feature of adaptive immune responses. Here, we utilize continuous live-cell imaging in vitro to track the division speed and genealogical connections of all descendants derived from a single naive CD8+ T cell throughout up to ten divisions of activation-induced proliferation. Bayesian inference of tree-structured data reveals that clonal expansion is divided into a homogenously fast burst phase encompassing two to three divisions and a subsequent diversification phase during which T cells segregate into quickly dividing effector T cells and more slowly cycling memory precursors. Our work highlights cell cycle speed as a major heritable property that is regulated in parallel to key lineage decisions of activated T cells. Rapid clonal expansion of antigen-specific T cells is a fundamental feature of adaptive immune responses. It enables the outgrowth of an individual T cell into thousands of clonal descendants that diversify into short-lived effectors and long-lived memory cells. Clonal expansion is thought to be programmed upon priming of a single naive T cell and then executed by homogenously fast divisions of all of its descendants. However, the actual speed of cell divisions in such an emerging “T cell family” has never been measured with single-cell resolution. Here, we utilize continuous live-cell imaging in vitro to track the division speed and genealogical connections of all descendants derived from a single naive CD8+ T cell throughout up to ten divisions of activation-induced proliferation. This comprehensive mapping of T cell family trees identifies a short burst phase, in which division speed is homogenously fast and maintained independent of external cytokine availability or continued T cell receptor stimulation. Thereafter, however, division speed diversifies, and model-based computational analysis using a Bayesian inference framework for tree-structured data reveals a segregation into heritably fast- and slow-dividing branches. This diversification of division speed is preceded already during the burst phase by variable expression of the interleukin-2 receptor alpha chain. Later it is accompanied by selective expression of memory marker CD62L in slower dividing branches. Taken together, these data demonstrate that T cell clonal expansion is structured into subsequent burst and diversification phases, the latter of which coincides with specification of memory versus effector fate.
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13
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Bangs DJ, Tsitsiklis A, Steier Z, Chan SW, Kaminski J, Streets A, Yosef N, Robey EA. CXCR3 regulates stem and proliferative CD8+ T cells during chronic infection by promoting interactions with DCs in splenic bridging channels. Cell Rep 2022; 38:110266. [PMID: 35045305 PMCID: PMC8896093 DOI: 10.1016/j.celrep.2021.110266] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/17/2021] [Accepted: 12/22/2021] [Indexed: 12/01/2022] Open
Abstract
Production of effector CD8+ T cells during persistent infection requires a stable pool of stem-like cells that can give rise to effector cells via a proliferative intermediate population. In infection models marked by T cell exhaustion, this process can be transiently induced by checkpoint blockade but occurs spontaneously in mice chronically infected with the protozoan intracellular parasite Toxoplasma gondii. We observe distinct locations for parasite-specific T cell subsets, implying a link between differentiation and anatomical niches in the spleen. Loss of the chemokine receptor CXCR3 on T cells does not prevent white pulp-to-red pulp migration but reduces interactions with CXCR3 ligand-producing dendritic cells (DCs) and impairs memory-to-intermediate transition, leading to a buildup of memory T cells in the red pulp. Thus, CXCR3 increases T cell exposure to differentiation-inducing signals during red pulp migration, providing a dynamic mechanism for modulating effector differentiation in response to environmental signals. Bangs et al. report that distinct subsets of CD8+ T cells found during chronic infection occupy distinct regions of the spleen. CXCR3 regulates differentiation of T cells but not their migration. Instead, CXCR3 promotes the interaction of T cells with ligand-producing DCs in bridging channels, resulting in effector differentiation.
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Affiliation(s)
- Derek J Bangs
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Alexandra Tsitsiklis
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Zoë Steier
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, USA; Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Shiao Wei Chan
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - James Kaminski
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Aaron Streets
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, USA; Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Nir Yosef
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA; Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, CA, USA; Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Ellen A Robey
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA.
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14
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Schienstock D, Mueller SN. Moving beyond velocity: Opportunities and challenges to quantify immune cell behavior. Immunol Rev 2021; 306:123-136. [PMID: 34786722 DOI: 10.1111/imr.13038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 10/20/2021] [Accepted: 11/02/2021] [Indexed: 12/22/2022]
Abstract
The analysis of cellular behavior using intravital multi-photon microscopy has contributed substantially to our understanding of the priming and effector phases of immune responses. Yet, many questions remain unanswered and unexplored. Though advancements in intravital imaging techniques and animal models continue to drive new discoveries, continued improvements in analysis methods are needed to extract detailed information about cellular behavior. Focusing on dendritic cell (DC) and T cell interactions as an exemplar, here we discuss key limitations for intravital imaging studies and review and explore alternative approaches to quantify immune cell behavior. We touch upon current developments in deep learning models, as well as established methods from unrelated fields such as ecology to detect and track objects over time. As developments in open-source software make it possible to process and interactively view larger datasets, the challenge for the field will be to determine how best to combine intravital imaging with multi-parameter imaging of larger tissue regions to discover new facets of leukocyte dynamics and how these contribute to immune responses.
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Affiliation(s)
- Dominik Schienstock
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, Vic, Australia
| | - Scott N Mueller
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, Vic, Australia
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15
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Formaglio P, Alabdullah M, Siokis A, Handschuh J, Sauerland I, Fu Y, Krone A, Gintschel P, Stettin J, Heyde S, Mohr J, Philipsen L, Schröder A, Robert PA, Zhao G, Khailaie S, Dudeck A, Bertrand J, Späth GF, Kahlfuß S, Bousso P, Schraven B, Huehn J, Binder S, Meyer-Hermann M, Müller AJ. Nitric oxide controls proliferation of Leishmania major by inhibiting the recruitment of permissive host cells. Immunity 2021; 54:2724-2739.e10. [PMID: 34687607 PMCID: PMC8691385 DOI: 10.1016/j.immuni.2021.09.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 08/04/2021] [Accepted: 09/28/2021] [Indexed: 11/27/2022]
Abstract
Nitric oxide (NO) is an important antimicrobial effector but also prevents unnecessary tissue damage by shutting down the recruitment of monocyte-derived phagocytes. Intracellular pathogens such as Leishmania major can hijack these cells as a niche for replication. Thus, NO might exert containment by restricting the availability of the cellular niche required for efficient pathogen proliferation. However, such indirect modes of action remain to be established. By combining mathematical modeling with intravital 2-photon biosensors of pathogen viability and proliferation, we show that low L. major proliferation results not from direct NO impact on the pathogen but from reduced availability of proliferation-permissive host cells. Although inhibiting NO production increases recruitment of these cells, and thus pathogen proliferation, blocking cell recruitment uncouples the NO effect from pathogen proliferation. Therefore, NO fulfills two distinct functions for L. major containment: permitting direct killing and restricting the supply of proliferation-permissive host cells. Direct killing of L. major by NO occurs only during the peak of the immune response Efficient L. major proliferation requires newly recruited monocyte-derived cells Loss of NO production increases both pathogen proliferation and monocyte recruitment NO dampens L. major proliferation indirectly, limiting the pathogen’s cellular niche
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Affiliation(s)
- Pauline Formaglio
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany.
| | - Mohamad Alabdullah
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Anastasios Siokis
- Department of Systems Immunology and Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany
| | - Juliane Handschuh
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Ina Sauerland
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Yan Fu
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Anna Krone
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Patricia Gintschel
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Juliane Stettin
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Sandrina Heyde
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Juliane Mohr
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Lars Philipsen
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Anja Schröder
- Experimental Orthopedics, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto von Guericke University, Magdeburg 39120, Germany
| | - Philippe A Robert
- Department of Systems Immunology and Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany; Department of Immunology, University of Oslo, Oslo 0372, Norway
| | - Gang Zhao
- Department of Systems Immunology and Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany
| | - Sahamoddin Khailaie
- Department of Systems Immunology and Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany
| | - Anne Dudeck
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Jessica Bertrand
- Experimental Orthopedics, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto von Guericke University, Magdeburg 39120, Germany
| | - Gerald F Späth
- Molecular Parasitology and Signalling Unit, Institut Pasteur, Paris 75015, France
| | - Sascha Kahlfuß
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Philippe Bousso
- Dynamics of Immune Responses Unit, Institut Pasteur, INSERM U1223, Paris 75015, France
| | - Burkhart Schraven
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany
| | - Jochen Huehn
- Department Experimental Immunology, Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany; Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, Hannover 30625, Germany
| | - Sebastian Binder
- Department of Systems Immunology and Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany
| | - Michael Meyer-Hermann
- Department of Systems Immunology and Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany; Institute of Biochemistry, Biotechnology and Bioinformatics, Technische Universität Braunschweig, Braunschweig 38106, Germany
| | - Andreas J Müller
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I(3)), Otto-von-Guericke-University, Magdeburg 39120, Germany; Intravital Microscopy of Infection and Immunity, Helmholtz Centre for Infection Research, Braunschweig 38124, Germany.
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16
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Fowell DJ, Kim M. The spatio-temporal control of effector T cell migration. Nat Rev Immunol 2021; 21:582-596. [PMID: 33627851 PMCID: PMC9380693 DOI: 10.1038/s41577-021-00507-0] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2021] [Indexed: 02/08/2023]
Abstract
Effector T cells leave the lymph nodes armed with specialized functional attributes. Their antigenic targets may be located anywhere in the body, posing the ultimate challenge: how to efficiently identify the target tissue, navigate through a complex tissue matrix and, ultimately, locate the immunological insult. Recent advances in real-time in situ imaging of effector T cell migratory behaviour have revealed a great degree of mechanistic plasticity that enables effector T cells to push and squeeze their way through inflamed tissues. This process is shaped by an array of 'stop' and 'go' guidance signals including target antigens, chemokines, integrin ligands and the mechanical cues of the inflamed microenvironment. Effector T cells must sense and interpret these competing signals to correctly position themselves to mediate their effector functions for complete and durable responses in infectious disease and malignancy. Tuning T cell migration therapeutically will require a new understanding of this complex decision-making process.
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Affiliation(s)
- Deborah J. Fowell
- David H. Smith Center for Vaccine Biology and Immunology, Aab Institute for Biomedical Sciences, Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, NY.,Department of Microbiology and Immunology, Cornell University, Ithaca, NY
| | - Minsoo Kim
- David H. Smith Center for Vaccine Biology and Immunology, Aab Institute for Biomedical Sciences, Department of Microbiology and Immunology, University of Rochester Medical Center, Rochester, NY
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17
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Bardou M, Postat J, Loaec C, Lemaître F, Ronteix G, Garcia Z, Bousso P. Quorum sensing governs collective dendritic cell activation in vivo. EMBO J 2021; 40:e107176. [PMID: 34124789 PMCID: PMC8327941 DOI: 10.15252/embj.2020107176] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 05/10/2021] [Accepted: 05/14/2021] [Indexed: 01/11/2023] Open
Abstract
Dendritic cell (DC) activation by viral RNA sensors such as TLR3 and MDA-5 is critical for initiating antiviral immunity. Optimal DC activation is promoted by type I interferon (IFN) signaling which is believed to occur in either autocrine or paracrine fashion. Here, we show that neither autocrine nor paracrine type I IFN signaling can fully account for DC activation by poly(I:C) in vitro and in vivo. By controlling the density of type I IFN-producing cells in vivo, we establish that instead a quorum of type I IFN-producing cells is required for optimal DC activation and that this process proceeds at the level of an entire lymph node. This collective behavior, governed by type I IFN diffusion, is favored by the requirement for prolonged cytokine exposure to achieve DC activation. Furthermore, collective DC activation was found essential for the development of innate and adaptive immunity in lymph nodes. Our results establish how collective rather than cell-autonomous processes can govern the initiation of immune responses.
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Affiliation(s)
- Margot Bardou
- Dynamics of Immune Responses UnitEquipe Labellisée Ligue Contre le CancerInstitut PasteurParisFrance
- INSERM U1223ParisFrance
| | - Jérémy Postat
- Dynamics of Immune Responses UnitEquipe Labellisée Ligue Contre le CancerInstitut PasteurParisFrance
- INSERM U1223ParisFrance
- Université de ParisParisFrance
| | - Clémence Loaec
- Dynamics of Immune Responses UnitEquipe Labellisée Ligue Contre le CancerInstitut PasteurParisFrance
- INSERM U1223ParisFrance
| | - Fabrice Lemaître
- Dynamics of Immune Responses UnitEquipe Labellisée Ligue Contre le CancerInstitut PasteurParisFrance
- INSERM U1223ParisFrance
| | - Gustave Ronteix
- Physical microfluidics and BioengineeringInstitut PasteurParisFrance
- LadHyXCNRSEcole PolytechniqueInstitut Polytechnique de ParisPalaiseauFrance
| | - Zacarias Garcia
- Dynamics of Immune Responses UnitEquipe Labellisée Ligue Contre le CancerInstitut PasteurParisFrance
- INSERM U1223ParisFrance
| | - Philippe Bousso
- Dynamics of Immune Responses UnitEquipe Labellisée Ligue Contre le CancerInstitut PasteurParisFrance
- INSERM U1223ParisFrance
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18
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Ly6G deficiency alters the dynamics of neutrophil recruitment and pathogen capture during Leishmania major skin infection. Sci Rep 2021; 11:15071. [PMID: 34302006 PMCID: PMC8302578 DOI: 10.1038/s41598-021-94425-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 07/05/2021] [Indexed: 01/21/2023] Open
Abstract
Neutrophils represent one of the first immune cell types recruited to sites of infection, where they can control pathogens by phagocytosis and cytotoxic mechanisms. Intracellular pathogens such as Leishmania major can hijack neutrophils to establish an efficient infection. However the dynamic interactions of neutrophils with the pathogen and other cells at the site of the infection are incompletely understood. Here, we have investigated the role of Ly6G, a homolog of the human CD177 protein, which has been shown to interact with cell adhesion molecules, and serves as a bona fide marker for neutrophils in mice. We show that Ly6G deficiency decreases the initial infection rate of neutrophils recruited to the site of infection. Although the uptake of L. major by subsequently recruited monocytes was tightly linked with the concomitant uptake of neutrophil material, this process was not altered by Ly6G deficiency of the neutrophils. Instead, we observed by intravital 2-photon microscopy that Ly6G-deficient neutrophils entered the site of infection with delayed initial recruitment kinetics. Thus, we conclude that by promoting neutrophils’ ability to efficiently enter the site of infection, Ly6G contributes to the early engagement of intracellular pathogens by the immune system.
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19
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Frazer GL, Gawden-Bone CM, Dieckmann NMG, Asano Y, Griffiths GM. Signal strength controls the rate of polarization within CTLs during killing. J Cell Biol 2021; 220:212498. [PMID: 34292303 PMCID: PMC8302442 DOI: 10.1083/jcb.202104093] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 06/03/2021] [Accepted: 06/30/2021] [Indexed: 01/19/2023] Open
Abstract
Cytotoxic T lymphocytes (CTLs) are key effector cells in the immune response against viruses and cancers, killing targets with high precision. Target cell recognition by CTL triggers rapid polarization of intracellular organelles toward the synapse formed with the target cell, delivering cytolytic granules to the immune synapse. Single amino acid changes within peptides binding MHC class I (pMHCs) are sufficient to modulate the degree of killing, but exactly how this impacts the choreography of centrosome polarization and granule delivery to the target cell remains poorly characterized. Here we use 4D imaging and find that the pathways orchestrating killing within CTL are conserved irrespective of the signal strength. However, the rate of initiation along these pathways varies with signal strength. We find that increased strength of signal leads to an increased proportion of CTLs with prolonged dwell times, initial Ca2+ fluxes, centrosome docking, and granule polarization. Hence, TCR signal strength modulates the rate but not organization of effector CTL responses.
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Affiliation(s)
- Gordon L Frazer
- Cambridge Institute for Medical Research, Biomedical Campus, Cambridge, UK
| | | | - Nele M G Dieckmann
- Cambridge Institute for Medical Research, Biomedical Campus, Cambridge, UK
| | - Yukako Asano
- Cambridge Institute for Medical Research, Biomedical Campus, Cambridge, UK
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20
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Munoz-Erazo L, Schmidt AJ, Price KM. High-Dimensional Image Analysis using Histocytometry. Curr Protoc 2021; 1:e184. [PMID: 34165879 DOI: 10.1002/cpz1.184] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Histocytometry is a technique for processing multiparameter microscopy images using computational approaches to identify and quantify cellular phenotypes. It allows for spatial analyses of cellular phenotypes in relation to each other and within defined spatial regions. The benefit of this technique over manual annotation and characterization of cells is a high degree of automation/throughput, significantly decreased user bias, and increased reproducibility. Recently, an increase in freely available software amenable to or deliberately designed for histocytometry has resulted in these complex analyses being available to a broader base of users who have amassed multi-component microscopic imaging data. This article provides an overview of a histocytometry pipeline, focusing on the strategic planning and software requirements to allow readers to perform cell segmentation, phenotyping, and spatial analyses to advance their research outputs. © 2021 Wiley Periodicals LLC.
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Affiliation(s)
| | | | - Kylie M Price
- Malaghan Institute of Medical Research, Wellington, New Zealand
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21
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Dupré L, Boztug K, Pfajfer L. Actin Dynamics at the T Cell Synapse as Revealed by Immune-Related Actinopathies. Front Cell Dev Biol 2021; 9:665519. [PMID: 34249918 PMCID: PMC8266300 DOI: 10.3389/fcell.2021.665519] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 04/06/2021] [Indexed: 01/21/2023] Open
Abstract
The actin cytoskeleton is composed of dynamic filament networks that build adaptable local architectures to sustain nearly all cellular activities in response to a myriad of stimuli. Although the function of numerous players that tune actin remodeling is known, the coordinated molecular orchestration of the actin cytoskeleton to guide cellular decisions is still ill defined. T lymphocytes provide a prototypical example of how a complex program of actin cytoskeleton remodeling sustains the spatio-temporal control of key cellular activities, namely antigen scanning and sensing, as well as polarized delivery of effector molecules, via the immunological synapse. We here review the unique knowledge on actin dynamics at the T lymphocyte synapse gained through the study of primary immunodeficiences caused by mutations in genes encoding actin regulatory proteins. Beyond the specific roles of individual actin remodelers, we further develop the view that these operate in a coordinated manner and are an integral part of multiple signaling pathways in T lymphocytes.
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Affiliation(s)
- Loïc Dupré
- Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,Department of Dermatology, Medical University of Vienna, Vienna, Austria.,Toulouse Institute for Infectious and Inflammatory Diseases (INFINITy), INSERM, CNRS, Toulouse III Paul Sabatier University, Toulouse, France
| | - Kaan Boztug
- Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria.,CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.,Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,St. Anna Children's Hospital, Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Laurène Pfajfer
- Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,Department of Dermatology, Medical University of Vienna, Vienna, Austria.,Toulouse Institute for Infectious and Inflammatory Diseases (INFINITy), INSERM, CNRS, Toulouse III Paul Sabatier University, Toulouse, France.,St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
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22
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Zhou Y, Shao N, Bessa de Castro R, Zhang P, Ma Y, Liu X, Huang F, Wang RF, Qin L. Evaluation of Single-Cell Cytokine Secretion and Cell-Cell Interactions with a Hierarchical Loading Microwell Chip. Cell Rep 2021; 31:107574. [PMID: 32348757 PMCID: PMC7583657 DOI: 10.1016/j.celrep.2020.107574] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 02/21/2020] [Accepted: 04/02/2020] [Indexed: 02/01/2023] Open
Abstract
Comprehensive evaluation of single T cell functions such as cytokine secretion and cytolysis of target cells is greatly needed in adoptive cell therapy (ACT) but has never been fully fulfilled by current approaches. Herein, we develop a hierarchical loading microwell chip (HL-Chip) that aligns multiple cells and functionalized beads in a high-throughput microwell array with single-cell/bead precision based on size differences. We demonstrate the potential of the HL-Chip in evaluating single T cell functions by three applications: high-throughput longitudinal secretory profiling of single T cells, large-scale evaluation of cytolytic activity of single T cells, and integrated T cell-tumor cell interactions. The HL-Chip is a simple and robust technology that constructs arrays of defined cell/object combinations for multiple measurements and material retrieval.
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Affiliation(s)
- Yufu Zhou
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; The Third Xiangya Hospital, Central South University, Changsha 410008, China; Center for inflammation and Epigenetics, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Ning Shao
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Ricardo Bessa de Castro
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Pengchao Zhang
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Yuan Ma
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Xin Liu
- Center for inflammation and Epigenetics, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Medicine and Norris Comprehensive Cancer Center, The Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Feizhou Huang
- The Third Xiangya Hospital, Central South University, Changsha 410008, China
| | - Rong-Fu Wang
- Center for inflammation and Epigenetics, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Pediatrics, Children's Hospital of Los Angeles, The Keck School of Medicine, University of Southern California, Los Angeles, CA 90027, USA; Department of Medicine and Norris Comprehensive Cancer Center, The Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
| | - Lidong Qin
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY 10065, USA.
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23
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Ferkowicz MJ, Winfree S, Sabo AR, Kamocka MM, Khochare S, Barwinska D, Eadon MT, Cheng YH, Phillips CL, Sutton TA, Kelly KJ, Dagher PC, El-Achkar TM, Dunn KW. Large-scale, three-dimensional tissue cytometry of the human kidney: a complete and accessible pipeline. J Transl Med 2021; 101:661-676. [PMID: 33408350 PMCID: PMC8363780 DOI: 10.1038/s41374-020-00518-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 11/05/2020] [Accepted: 11/07/2020] [Indexed: 02/08/2023] Open
Abstract
The advent of personalized medicine has driven the development of novel approaches for obtaining detailed cellular and molecular information from clinical tissue samples. Tissue cytometry is a promising new technique that can be used to enumerate and characterize each cell in a tissue and, unlike flow cytometry and other single-cell techniques, does so in the context of the intact tissue, preserving spatial information that is frequently crucial to understanding a cell's physiology, function, and behavior. However, the wide-scale adoption of tissue cytometry as a research tool has been limited by the fact that published examples utilize specialized techniques that are beyond the capabilities of most laboratories. Here we describe a complete and accessible pipeline, including methods of sample preparation, microscopy, image analysis, and data analysis for large-scale three-dimensional tissue cytometry of human kidney tissues. In this workflow, multiphoton microscopy of unlabeled tissue is first conducted to collect autofluorescence and second-harmonic images. The tissue is then labeled with eight fluorescent probes, and imaged using spectral confocal microscopy. The raw 16-channel images are spectrally deconvolved into 8-channel images, and analyzed using the Volumetric Tissue Exploration and Analysis (VTEA) software developed by our group. We applied this workflow to analyze millimeter-scale tissue samples obtained from human nephrectomies and from renal biopsies from individuals diagnosed with diabetic nephropathy, generating a quantitative census of tens of thousands of cells in each. Such analyses can provide useful insights that can be linked to the biology or pathology of kidney disease. The approach utilizes common laboratory techniques, is compatible with most commercially-available confocal microscope systems and all image and data analysis is conducted using the VTEA image analysis software, which is available as a plug-in for ImageJ.
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Affiliation(s)
- Michael J Ferkowicz
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Seth Winfree
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Angela R Sabo
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Malgorzata M Kamocka
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Suraj Khochare
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Daria Barwinska
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Michael T Eadon
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Ying-Hua Cheng
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Carrie L Phillips
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
- Division of Pathology, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Timothy A Sutton
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Katherine J Kelly
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Pierre C Dagher
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Tarek M El-Achkar
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
| | - Kenneth W Dunn
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
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24
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Lemaître F, Carmena Moratalla A, Farzam-Kia N, Carpentier Solorio Y, Tastet O, Cleret-Buhot A, Guimond JV, Haddad E, Arbour N. Capturing T Lymphocytes' Dynamic Interactions With Human Neural Cells Using Time-Lapse Microscopy. Front Immunol 2021; 12:668483. [PMID: 33968073 PMCID: PMC8100528 DOI: 10.3389/fimmu.2021.668483] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 03/29/2021] [Indexed: 11/17/2022] Open
Abstract
To fully perform their functions, T lymphocytes migrate within organs’ parenchyma and interact with local cells. Infiltration of T lymphocytes within the central nervous system (CNS) is associated with numerous neurodegenerative disorders. Nevertheless, how these immune cells communicate and respond to neural cells remains unresolved. To investigate the behavior of T lymphocytes that reach the CNS, we have established an in vitro co-culture model and analyzed the spatiotemporal interactions between human activated CD8+ T lymphocytes and primary human astrocytes and neurons using time-lapse microscopy. By combining multiple variables extracted from individual CD8+ T cell tracking, we show that CD8+ T lymphocytes adopt a more motile and exploratory behavior upon interacting with astrocytes than with neurons. Pretreatment of astrocytes or neurons with IL-1β to mimic in vivo inflammation significantly increases CD8+ T lymphocyte motility. Using visual interpretation and analysis of numerical variables extracted from CD8+ T cell tracking, we identified four distinct CD8+ T lymphocyte behaviors: scanning, dancing, poking and round. IL-1β-pretreatment significantly increases the proportion of scanning CD8+ T lymphocytes, which are characterized by active exploration, and reduces the proportion of round CD8+ T lymphocytes, which are less active. Blocking MHC class I on astrocytes significantly diminishes the proportion of poking CD8+ T lymphocytes, which exhibit synapse-like interactions. Lastly, our co-culture time-lapse model is easily adaptable and sufficiently sensitive and powerful to characterize and quantify spatiotemporal interactions between human T lymphocytes and primary human cells in different conditions while preserving viability of fragile cells such as neurons and astrocytes.
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Affiliation(s)
- Florent Lemaître
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Ana Carmena Moratalla
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Negar Farzam-Kia
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Yves Carpentier Solorio
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Olivier Tastet
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Aurélie Cleret-Buhot
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Jean Victor Guimond
- Centre Local de Services Communautaires des Faubourgs, Centre Intégré Universitaire en Santé et Services Sociaux du Centre-Sud-de-l'Ile-de-Montréal, Montréal, QC, Canada
| | - Elie Haddad
- Centre de Recherche du Centre Hospitalier Universitaire Sainte-Justine (CHU Sainte-Justine), Department of Microbiology, Infectious Diseases, and Immunology and Department of Pediatrics, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Nathalie Arbour
- Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
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25
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Lutes LK, Steier Z, McIntyre LL, Pandey S, Kaminski J, Hoover AR, Ariotti S, Streets A, Yosef N, Robey EA. T cell self-reactivity during thymic development dictates the timing of positive selection. eLife 2021; 10:e65435. [PMID: 33884954 PMCID: PMC8116051 DOI: 10.7554/elife.65435] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 04/21/2021] [Indexed: 12/14/2022] Open
Abstract
Functional tuning of T cells based on their degree of self-reactivity is established during positive selection in the thymus, although how positive selection differs for thymocytes with relatively low versus high self-reactivity is unclear. In addition, preselection thymocytes are highly sensitive to low-affinity ligands, but the mechanism underlying their enhanced T cell receptor (TCR) sensitivity is not fully understood. Here we show that murine thymocytes with low self-reactivity experience briefer TCR signals and complete positive selection more slowly than those with high self-reactivity. Additionally, we provide evidence that cells with low self-reactivity retain a preselection gene expression signature as they mature, including genes previously implicated in modulating TCR sensitivity and a novel group of ion channel genes. Our results imply that thymocytes with low self-reactivity downregulate TCR sensitivity more slowly during positive selection, and associate membrane ion channel expression with thymocyte self-reactivity and progress through positive selection.
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Affiliation(s)
- Lydia K Lutes
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
| | - Zoë Steier
- Department of Bioengineering, University of California, BerkeleyBerkeleyUnited States
| | - Laura L McIntyre
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
| | - Shraddha Pandey
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
| | - James Kaminski
- Center for Computational Biology, University of California, BerkeleyBerkeleyUnited States
| | - Ashley R Hoover
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
| | - Silvia Ariotti
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
| | - Aaron Streets
- Department of Bioengineering, University of California, BerkeleyBerkeleyUnited States
- Center for Computational Biology, University of California, BerkeleyBerkeleyUnited States
- Chan Zuckerberg BiohubSan FranciscoUnited States
| | - Nir Yosef
- Department of Bioengineering, University of California, BerkeleyBerkeleyUnited States
- Center for Computational Biology, University of California, BerkeleyBerkeleyUnited States
- Chan Zuckerberg BiohubSan FranciscoUnited States
- Department of Electrical Engineering and Computer Sciences, University of California, BerkeleyBerkeleyUnited States
- Ragon Institute of MGH, MIT and HarvardCambridgeUnited States
| | - Ellen A Robey
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California, BerkeleyBerkeleyUnited States
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26
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Boulch M, Cazaux M, Loe-Mie Y, Thibaut R, Corre B, Lemaître F, Grandjean CL, Garcia Z, Bousso P. A cross-talk between CAR T cell subsets and the tumor microenvironment is essential for sustained cytotoxic activity. Sci Immunol 2021; 6:6/57/eabd4344. [PMID: 33771887 DOI: 10.1126/sciimmunol.abd4344] [Citation(s) in RCA: 117] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 12/11/2020] [Accepted: 02/25/2021] [Indexed: 12/29/2022]
Abstract
Chimeric antigen receptor (CAR) T cell therapy relies on the activity of a large pool of tumor-targeting cytotoxic effectors. Whether CAR T cells act autonomously or require interactions with the tumor microenvironment (TME) remains incompletely understood. Here, we report an essential cross-talk between CAR T cell subsets and the TME for tumor control in an immunocompetent mouse B cell lymphoma model of anti-CD19 CAR T cell therapy. Using single-cell RNA sequencing, we revealed substantial modification of the TME during CAR T cell therapy. Interferon-γ (IFN-γ) produced by CAR T cells not only enhanced endogenous T and natural killer cell activity but was also essential for sustaining CAR T cell cytotoxicity, as revealed by intravital imaging. CAR T cell-derived IFN-γ facilitated host interleukin-12 production that supported host immune and CAR T cell responses. Compared with CD8+ CAR T cells, CD4+ CAR T cells were more efficient at host immune activation but less capable of direct tumor killing. In summary, CAR T cells do not act independently in vivo but rely instead on cytokine-mediated cross-talk with the TME for optimal activity. Invigorating CAR T cell interplay with the host represents an attractive strategy to prevent relapses after therapy.
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Affiliation(s)
- Morgane Boulch
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France.,University Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Marine Cazaux
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France. .,University Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Yann Loe-Mie
- Hub de Bioinformatique et Biostatistique - Département Biologie Computationnelle, Institut Pasteur, Paris, France
| | - Ronan Thibaut
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France.,University Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Béatrice Corre
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France
| | - Fabrice Lemaître
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France
| | - Capucine L Grandjean
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France
| | - Zacarias Garcia
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France
| | - Philippe Bousso
- Dynamics of Immune Responses Unit, Equipe Labellisée Ligue Contre le Cancer, Institut Pasteur, INSERM U1223, 75015 Paris, France.
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27
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28
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Mastrogiovanni M, Juzans M, Alcover A, Di Bartolo V. Coordinating Cytoskeleton and Molecular Traffic in T Cell Migration, Activation, and Effector Functions. Front Cell Dev Biol 2020; 8:591348. [PMID: 33195256 PMCID: PMC7609836 DOI: 10.3389/fcell.2020.591348] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 09/24/2020] [Indexed: 12/28/2022] Open
Abstract
Dynamic localization of receptors and signaling molecules at the plasma membrane and within intracellular vesicular compartments is crucial for T lymphocyte sensing environmental cues, triggering membrane receptors, recruiting signaling molecules, and fine-tuning of intracellular signals. The orchestrated action of actin and microtubule cytoskeleton and intracellular vesicle traffic plays a key role in all these events that together ensure important steps in T cell physiology. These include extravasation and migration through lymphoid and peripheral tissues, T cell interactions with antigen-presenting cells, T cell receptor (TCR) triggering by cognate antigen-major histocompatibility complex (MHC) complexes, immunological synapse formation, cell activation, and effector functions. Cytoskeletal and vesicle traffic dynamics and their interplay are coordinated by a variety of regulatory molecules. Among them, polarity regulators and membrane-cytoskeleton linkers are master controllers of this interplay. Here, we review the various ways the T cell plasma membrane, receptors, and their signaling machinery interplay with the actin and microtubule cytoskeleton and with intracellular vesicular compartments. We highlight the importance of this fine-tuned crosstalk in three key stages of T cell biology involving cell polarization: T cell migration in response to chemokines, immunological synapse formation in response to antigen cues, and effector functions. Finally, we discuss two examples of perturbation of this interplay in pathological settings, such as HIV-1 infection and mutation of the polarity regulator and tumor suppressor adenomatous polyposis coli (Apc) that leads to familial polyposis and colorectal cancer.
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Affiliation(s)
- Marta Mastrogiovanni
- Ligue Nationale Contre le Cancer – Equipe Labellisée LIGUE 2018, Lymphocyte Cell Biology Unit, INSERM-U1221, Department of Immunology, Institut Pasteur, Paris, France
- Collège Doctoral, Sorbonne Université, Paris, France
| | - Marie Juzans
- Ligue Nationale Contre le Cancer – Equipe Labellisée LIGUE 2018, Lymphocyte Cell Biology Unit, INSERM-U1221, Department of Immunology, Institut Pasteur, Paris, France
| | - Andrés Alcover
- Ligue Nationale Contre le Cancer – Equipe Labellisée LIGUE 2018, Lymphocyte Cell Biology Unit, INSERM-U1221, Department of Immunology, Institut Pasteur, Paris, France
| | - Vincenzo Di Bartolo
- Ligue Nationale Contre le Cancer – Equipe Labellisée LIGUE 2018, Lymphocyte Cell Biology Unit, INSERM-U1221, Department of Immunology, Institut Pasteur, Paris, France
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29
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Regulatory T cells suppress Th17 cell Ca 2+ signaling in the spinal cord during murine autoimmune neuroinflammation. Proc Natl Acad Sci U S A 2020; 117:20088-20099. [PMID: 32732436 PMCID: PMC7443932 DOI: 10.1073/pnas.2006895117] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
T lymphocyte motility and interaction dynamics with other immune cells are vital determinants of immune responses. Regulatory T (Treg) cells prevent autoimmune disorders by suppressing excessive lymphocyte activity, but how interstitial motility patterns of Treg cells limit neuroinflammation is not well understood. We used two-photon microscopy to elucidate the spatial organization, motility characteristics, and interactions of endogenous Treg and Th17 cells together with antigen-presenting cells (APCs) within the spinal cord leptomeninges in experimental autoimmune encephalomyelitis (EAE), an animal model of multiple sclerosis. Th17 cells arrive before the onset of clinical symptoms, distribute uniformly during the peak, and decline in numbers during later stages of EAE. In contrast, Treg cells arrive after Th17 cells and persist during the chronic phase. Th17 cells meander widely, interact with APCs, and exhibit cytosolic Ca2+ transients and elevated basal Ca2+ levels before the arrival of Treg cells. In contrast, Treg cells adopt a confined, repetitive-scanning motility while contacting APCs. These locally confined but highly motile Treg cells limit Th17 cells from accessing APCs and suppress Th17 cell Ca2+ signaling by a mechanism that is upstream of store-operated Ca2+ entry. Finally, Treg cell depletion increases APC numbers in the spinal cord and exaggerates ongoing neuroinflammation. Our results point to fundamental differences in motility characteristics between Th17 and Treg cells in the inflamed spinal cord and reveal three potential cellular mechanisms by which Treg cells regulate Th17 cell effector functions: reduction of APC density, limiting access of Th17 cells to APCs, and suppression of Th17 Ca2+ signaling.
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30
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Ma CY, Marioni JC, Griffiths GM, Richard AC. Stimulation strength controls the rate of initiation but not the molecular organisation of TCR-induced signalling. eLife 2020; 9:e53948. [PMID: 32412411 PMCID: PMC7308083 DOI: 10.7554/elife.53948] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 05/14/2020] [Indexed: 12/13/2022] Open
Abstract
Millions of naïve T cells with different TCRs may interact with a peptide-MHC ligand, but very few will activate. Remarkably, this fine control is orchestrated using a limited set of intracellular machinery. It remains unclear whether changes in stimulation strength alter the programme of signalling events leading to T cell activation. Using mass cytometry to simultaneously measure multiple signalling pathways during activation of murine CD8+ T cells, we found a programme of distal signalling events that is shared, regardless of the strength of TCR stimulation. Moreover, the relationship between transcription of early response genes Nr4a1 and Irf8 and activation of the ribosomal protein S6 is also conserved across stimuli. Instead, we found that stimulation strength dictates the rate with which cells initiate signalling through this network. These data suggest that TCR-induced signalling results in a coordinated activation program, modulated in rate but not organization by stimulation strength.
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MESH Headings
- Animals
- CD8-Positive T-Lymphocytes/drug effects
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Cells, Cultured
- Female
- Flow Cytometry
- Interferon Regulatory Factors/genetics
- Interferon Regulatory Factors/metabolism
- Kinetics
- Ligands
- Lymphocyte Activation/drug effects
- Male
- Mice, Inbred C57BL
- Mice, Transgenic
- Nuclear Receptor Subfamily 4, Group A, Member 1/genetics
- Nuclear Receptor Subfamily 4, Group A, Member 1/metabolism
- Ovalbumin/pharmacology
- Peptide Fragments/pharmacology
- Phosphorylation
- Receptors, Antigen, T-Cell/agonists
- Receptors, Antigen, T-Cell/metabolism
- Ribosomal Protein S6/metabolism
- Signal Transduction/drug effects
- Single-Cell Analysis
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Affiliation(s)
- Claire Y Ma
- Cambridge Institute for Medical Research, University of CambridgeCambridgeUnited Kingdom
| | - John C Marioni
- Cancer Research UK Cambridge Institute, University of CambridgeCambridgeUnited Kingdom
- EMBL-European Bioinformatics Institute, Wellcome Genome CampusCambridgeUnited Kingdom
- Wellcome Sanger Institute, Wellcome Genome CampusCambridgeUnited Kingdom
| | - Gillian M Griffiths
- Cambridge Institute for Medical Research, University of CambridgeCambridgeUnited Kingdom
| | - Arianne C Richard
- Cambridge Institute for Medical Research, University of CambridgeCambridgeUnited Kingdom
- Cancer Research UK Cambridge Institute, University of CambridgeCambridgeUnited Kingdom
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31
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Husna N, Gascoigne NRJ, Tey HL, Ng LG, Tan Y. Reprint of "Multi-modal image cytometry approach - From dynamic to whole organ imaging". Cell Immunol 2020; 350:104086. [PMID: 32169249 DOI: 10.1016/j.cellimm.2020.104086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 06/18/2019] [Accepted: 06/18/2019] [Indexed: 12/13/2022]
Abstract
Optical imaging is a valuable tool to visualise biological processes in the context of the tissue. Each imaging modality provides the biologist with different types of information - cell dynamics and migration over time can be tracked with time-lapse imaging (e.g. intra-vital imaging); an overview of whole tissues can be acquired using optical clearing in conjunction with light sheet microscopy; finer details such as cellular morphology and fine nerve tortuosity can be imaged at higher resolution using the confocal microscope. Multi-modal imaging combined with image cytometry - a form of quantitative analysis of image datasets - provides an objective basis for comparing between sample groups. Here, we provide an overview of technical aspects to look out for in an image cytometry workflow, and discuss issues related to sample preparation, image post-processing and analysis for intra-vital and whole organ imaging.
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Affiliation(s)
- Nazihah Husna
- Singapore Immunology Network (SIgN), A*STAR (Agency for Science, Technology and Research), Biopolis, 8A Biomedical Grove, Singapore 138648, Singapore; Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore
| | - Nicholas R J Gascoigne
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore
| | - Hong Liang Tey
- National Skin Centre, 1 Mandalay Road, Singapore 308205, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, 11 Mandalay Road, Singapore 308232, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Dr, Singapore 117597, Singapore
| | - Lai Guan Ng
- Singapore Immunology Network (SIgN), A*STAR (Agency for Science, Technology and Research), Biopolis, 8A Biomedical Grove, Singapore 138648, Singapore; Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Singapore 117545, Singapore.
| | - Yingrou Tan
- Singapore Immunology Network (SIgN), A*STAR (Agency for Science, Technology and Research), Biopolis, 8A Biomedical Grove, Singapore 138648, Singapore; National Skin Centre, 1 Mandalay Road, Singapore 308205, Singapore.
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32
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Arsenio J. Single-cell analysis of CD8 T lymphocyte diversity during adaptive immunity. WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE 2019; 12:e1475. [PMID: 31877242 DOI: 10.1002/wsbm.1475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 11/22/2019] [Accepted: 12/05/2019] [Indexed: 11/11/2022]
Abstract
An effective adaptive immune response to microbial infection relies on the generation of heterogeneous T lymphocyte fates and functions. CD8 T lymphocytes play a pivotal role in mediating immediate and long-term protective immune responses to intracellular pathogen infection. Systems-based analysis of the immune response to infection has begun to identify cell fate determinants and the molecular mechanisms underpinning CD8 T lymphocyte diversity at single-cell resolution. Resolving CD8 T lymphocyte heterogeneity during adaptive immunity highlights the advantages of single-cell technologies and computational approaches to better understand the ontogeny of CD8 T cellular diversity following infection. Future directions of integrating single-cell multiplex approaches capitalize on the importance of systems biology in the understanding of immune CD8 T cell differentiation and functional diversity. This article is categorized under: Physiology > Mammalian Physiology in Health and Disease Biological Mechanisms > Cell Fates.
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Affiliation(s)
- Janilyn Arsenio
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada.,Manitoba Centre for Proteomics and Systems Biology, Winnipeg, Manitoba, Canada
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33
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Kozlovski S, Atrakchi O, Feigelson SW, Shulman Z, Alon R. Stable contacts of naïve CD4 T cells with migratory dendritic cells are ICAM-1-dependent but dispensable for proliferation in vivo. Cell Adh Migr 2019; 13:315-321. [PMID: 31328672 PMCID: PMC6682365 DOI: 10.1080/19336918.2019.1644857] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 07/04/2019] [Accepted: 07/11/2019] [Indexed: 12/02/2022] Open
Abstract
It is unclear if naïve T cells require dendritic cell ICAMs to proliferate inside lymph nodes. To check if and when CD4 lymphocytes use ICAMs on migratory DCs, wild-type and ICAM-1 and 2 double knock out bone marrow-derived DCs pulsed with saturating levels of an OT-II transgene-specific ovalbumin-derived peptide were co-transferred into skin-draining lymph nodes. Intravital imaging of OT-II lymphocytes entering these lymph nodes revealed that ICAM-1 and -2 deficient migratory DCs formed fewer stable conjugates with OT-II lymphocytes but promoted normal T cell proliferation. DC ICAMs were also not required for unstable TCR-dependent lymphocyte arrests on antigen presenting migratory DCs. Thus, rare antigen-stimulated ICAM-stabilized T-DC conjugates are dispensable for CD4 lymphocyte proliferation inside lymph nodes.
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Affiliation(s)
- Stav Kozlovski
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Ofir Atrakchi
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Sara W Feigelson
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Ziv Shulman
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Ronen Alon
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
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34
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Pizzagalli DU, Latino I, Pulfer A, Palomino-Segura M, Virgilio T, Farsakoglu Y, Krause R, Gonzalez SF. Characterization of the Dynamic Behavior of Neutrophils Following Influenza Vaccination. Front Immunol 2019; 10:2621. [PMID: 31824481 PMCID: PMC6881817 DOI: 10.3389/fimmu.2019.02621] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 10/22/2019] [Indexed: 12/24/2022] Open
Abstract
Neutrophils are amongst the first cells to respond to inflammation and infection. Although they play a key role in limiting the dissemination of pathogens, the study of their dynamic behavior in immune organs remains elusive. In this work, we characterized in vivo the dynamic behavior of neutrophils in the mouse popliteal lymph node (PLN) after influenza vaccination with UV-inactivated virus. To achieve this, we used an image-based systems biology approach to detect the motility patterns of neutrophils and to associate them to distinct actions. We described a prominent and rapid recruitment of neutrophils to the PLN following vaccination, which was dependent on the secretion of the chemokine CXCL1 and the alarmin molecule IL-1α. In addition, we observed that the initial recruitment occurred mainly via high endothelial venules located in the paracortical and interfollicular regions of the PLN. The analysis of the spatial-temporal patterns of neutrophil migration demonstrated that, in the initial stage, the majority of neutrophils displayed a patrolling behavior, followed by the formation of swarms in the subcapsular sinus of the PLN, which were associated with macrophages in this compartment. Finally, we observed using multiple imaging techniques, that neutrophils phagocytize and transport influenza virus particles. These processes might have important implications in the capacity of these cells to present viral antigens.
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Affiliation(s)
- Diego Ulisse Pizzagalli
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Computational Science, Università della Svizzera italiana, Lugano, Switzerland
| | - Irene Latino
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Alain Pulfer
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Miguel Palomino-Segura
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Tommaso Virgilio
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
| | | | - Rolf Krause
- Institute of Computational Science, Università della Svizzera italiana, Lugano, Switzerland
| | - Santiago F. Gonzalez
- Institute for Research in Biomedicine, Università della Svizzera italiana, Bellinzona, Switzerland
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35
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Boulch M, Grandjean CL, Cazaux M, Bousso P. Tumor Immunosurveillance and Immunotherapies: A Fresh Look from Intravital Imaging. Trends Immunol 2019; 40:1022-1034. [DOI: 10.1016/j.it.2019.09.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 09/12/2019] [Accepted: 09/17/2019] [Indexed: 12/13/2022]
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36
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Husna N, Gascoigne NR, Tey HL, Ng LG, Tan Y. Multi-modal image cytometry approach – From dynamic to whole organ imaging. Cell Immunol 2019; 344:103946. [DOI: 10.1016/j.cellimm.2019.103946] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 06/18/2019] [Accepted: 06/18/2019] [Indexed: 12/27/2022]
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37
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Sivapatham S, Ficht X, Barreto de Albuquerque J, Page N, Merkler D, Stein JV. Initial Viral Inoculum Determines Kinapse-and Synapse-Like T Cell Motility in Reactive Lymph Nodes. Front Immunol 2019; 10:2086. [PMID: 31552034 PMCID: PMC6743022 DOI: 10.3389/fimmu.2019.02086] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 08/19/2019] [Indexed: 11/13/2022] Open
Abstract
T cell activation in lymphoid tissue occurs through interactions with cognate peptide-major histocompatibility complex (pMHC)-presenting dendritic cells (DCs). Intravital imaging studies using ex vivo peptide-pulsed DCs have uncovered that cognate pMHC levels imprint a wide range of dynamic contacts between these two cell types. T cell-DC interactions vary between transient, "kinapse-like" contacts at low to moderate pMHC levels to immediate "synapse-like" arrest at DCs displaying high pMHC levels. To date, it remains unclear whether this pattern is recapitulated when the immune system faces a replicative agent, such as a virus, at low and high inoculum. Here, we locally administered low and high inoculum of lymphocytic choriomeningitis virus (LCMV) in mice to follow activation parameters of Ag-specific CD4+ and CD8+ T cells in draining lymph nodes (LNs) during the first 72 h post infection. We correlated these data with kinapse- and synapse-like motility patterns of Ag-specific T cells obtained by intravital imaging of draining LNs. Our data show that initial viral inoculum controls immediate synapse-like T cell arrest vs. continuous kinapse-like motility. This remains the case when the viral inoculum and thus the inflammatory microenvironment in draining LNs remains identical but cognate pMHC levels vary. Our data imply that the Ag-processing capacity of draining LNs is equipped to rapidly present high levels of cognate pMHC when antigenic material is abundant. Our findings further suggest that widespread T cell arrest during the first 72 h of an antimicrobial immune responses is not required to trigger proliferation. In sum, T cells adapt their scanning behavior according to available antigen levels during viral infections, with dynamic changes in motility occurring before detectable expression of early activation markers.
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Affiliation(s)
- Sujana Sivapatham
- Department of Oncology, Microbiology, and Immunology, University of Fribourg, Fribourg, Switzerland
| | - Xenia Ficht
- Theodor Kocher Institute, University of Bern, Bern, Switzerland
| | | | - Nicolas Page
- Division of Clinical Pathology, Department of Pathology and Immunology, University Hospital of Geneva, Geneva, Switzerland
| | - Doron Merkler
- Division of Clinical Pathology, Department of Pathology and Immunology, University Hospital of Geneva, Geneva, Switzerland
| | - Jens V Stein
- Department of Oncology, Microbiology, and Immunology, University of Fribourg, Fribourg, Switzerland
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38
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Ramaglia V, Sheikh-Mohamed S, Legg K, Park C, Rojas OL, Zandee S, Fu F, Ornatsky O, Swanson EC, Pitt D, Prat A, McKee TD, Gommerman JL. Multiplexed imaging of immune cells in staged multiple sclerosis lesions by mass cytometry. eLife 2019; 8:48051. [PMID: 31368890 PMCID: PMC6707785 DOI: 10.7554/elife.48051] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 08/01/2019] [Indexed: 01/19/2023] Open
Abstract
Multiple sclerosis (MS) is characterized by demyelinated and inflammatory lesions in the brain and spinal cord that are highly variable in terms of cellular content. Here, we used imaging mass cytometry (IMC) to enable the simultaneous imaging of 15+ proteins within staged MS lesions. To test the potential for IMC to discriminate between different types of lesions, we selected a case with severe rebound MS disease activity after natalizumab cessation. With post-acquisition analysis pipelines we were able to: (1) Discriminate demyelinating macrophages from the resident microglial pool; (2) Determine which types of lymphocytes reside closest to blood vessels; (3) Identify multiple subsets of T and B cells, and (4) Ascertain dynamics of T cell phenotypes vis-à-vis lesion type and location. We propose that IMC will enable a comprehensive analysis of single-cell phenotypes, their functional states and cell-cell interactions in relation to lesion morphometry and demyelinating activity in MS patients. It takes an army of immune cells to defend the body against infection. But sometimes the body’s immune system mistakenly attacks its own cells and chronic inflammatory conditions develop. In multiple sclerosis – also known as “MS” – a horde of immune cells infiltrate the brain and spinal cord, forming lesions which strip nerve cells of their insultation, a protective fatty material called myelin. Nerve cells become damaged, scarred and exposed, and this interferes with messages between the brain and other parts of the body. Advanced imaging techniques have revolutionized the diagnosis of multiple sclerosis by capturing lesions as they develop in the brain and spinal cord. Researchers have also focused their efforts on understanding how immune cells activated in the blood stream invade the central nervous system. To better understand how a mistaken immune response leads to nerve damage in multiple sclerosis, a forensic examination of which immune cells accumulate in brain tissue to form lesions is needed. Standard techniques for analyzing whole tissue samples are however limited by design, capable of detecting only a few cell markers in one section of tissue. Ramaglia et al. have now validated a new imaging technique for looking at an array of cell types in brain tissue in a single sample. The technique – called imaging mass cytometry (or IMC for short) – was used to look at post-mortem brain tissue from a multiple sclerosis patient with an acute form of the illness. The tissue examined had multiple sclerosis lesions present. Different types of immune cells were simultaneously identified and characterized using a panel of antibodies which recognize the signature proteins each immune cell makes when active. The state of the underlying myelin content of the tissue was also characterized. The imaging approach could distinguish between the immune cells of the brain (known as resident microglia) and a type of white blood cell summoned as part of the immune response (infiltrating macrophages). The analysis showed that, in the particular patient examined, microglia are abundant in active lesions in multiple sclerosis; also, different subsets of white blood cells were detected. Measuring how far different immune cells had migrated from nearby blood vessels added insights as to how immune cells move through the brain and which cells may have arrived first. Altogether, Ramaglia et al. have shown that IMC can be used as a discovery tool to gain a deeper understanding of multiple sclerosis lesions and immune cells active in the inflamed brain. Further work will apply this now validated imaging approach to large cohorts of multiple sclerosis patients.
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Affiliation(s)
- Valeria Ramaglia
- Department of Immunology, University of Toronto, Toronto, Canada
| | | | - Karen Legg
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Calvin Park
- Department of Neurology, Yale School of Medicine, New Haven, United States
| | - Olga L Rojas
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Stephanie Zandee
- Department of Neuroscience, Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Fred Fu
- STTARR Innovation Centre, University Health Network, Toronto, Canada
| | | | | | - David Pitt
- Department of Neurology, Yale School of Medicine, New Haven, United States
| | - Alexandre Prat
- Department of Neuroscience, Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Trevor D McKee
- STTARR Innovation Centre, University Health Network, Toronto, Canada
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39
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Mayya V, Judokusumo E, Abu Shah E, Peel CG, Neiswanger W, Depoil D, Blair DA, Wiggins CH, Kam LC, Dustin ML. Durable Interactions of T Cells with T Cell Receptor Stimuli in the Absence of a Stable Immunological Synapse. Cell Rep 2019; 22:340-349. [PMID: 29320731 PMCID: PMC5775504 DOI: 10.1016/j.celrep.2017.12.052] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Revised: 10/02/2017] [Accepted: 12/14/2017] [Indexed: 12/03/2022] Open
Abstract
T cells engage in two modes of interaction with antigen-presenting surfaces: stable synapses and motile kinapses. Although it is surmised that durable interactions of T cells with antigen-presenting cells involve synapses, in situ 3D imaging cannot resolve the mode of interaction. We have established in vitro 2D platforms and quantitative metrics to determine cell-intrinsic modes of interaction when T cells are faced with spatially continuous or restricted stimulation. All major resting human T cell subsets, except memory CD8 T cells, spend more time in the kinapse mode on continuous stimulatory surfaces. Surprisingly, we did not observe any concordant relationship between the mode and durability of interaction on cell-sized stimulatory spots. Naive CD8 T cells maintain kinapses for more than 3 hr before leaving stimulatory spots, whereas their memory counterparts maintain synapses for only an hour before leaving. Thus, durable interactions do not require stable synapses. Naive T cells spend more time in the motile kinapse state Only human memory CD8 T cells spend more time in the stable synapse state Kinapses do not reduce durability of interaction with cell-sized stimulatory spots Spatial restriction of TCR stimulation does not force formation of a synapse
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Affiliation(s)
- Viveka Mayya
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7FY, UK; Skirball Institute of Biomolecular Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Edward Judokusumo
- Department of Biological Engineering, Columbia University, New York, NY 10027, USA
| | - Enas Abu Shah
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7FY, UK
| | - Christopher G Peel
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7FY, UK
| | - Willie Neiswanger
- Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Department of Applied Physics and Applied Mathematics, Columbia University, New York, NY 10027, USA
| | - David Depoil
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7FY, UK
| | - David A Blair
- Skirball Institute of Biomolecular Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Chris H Wiggins
- Department of Applied Physics and Applied Mathematics, Columbia University, New York, NY 10027, USA
| | - Lance C Kam
- Department of Biological Engineering, Columbia University, New York, NY 10027, USA
| | - Michael L Dustin
- Kennedy Institute of Rheumatology, University of Oxford, Oxford OX3 7FY, UK; Skirball Institute of Biomolecular Medicine, New York University School of Medicine, New York, NY 10016, USA.
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40
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Imle A, Kumberger P, Schnellbächer ND, Fehr J, Carrillo-Bustamante P, Ales J, Schmidt P, Ritter C, Godinez WJ, Müller B, Rohr K, Hamprecht FA, Schwarz US, Graw F, Fackler OT. Experimental and computational analyses reveal that environmental restrictions shape HIV-1 spread in 3D cultures. Nat Commun 2019; 10:2144. [PMID: 31086185 PMCID: PMC6514199 DOI: 10.1038/s41467-019-09879-3] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 04/04/2019] [Indexed: 11/09/2022] Open
Abstract
Pathogens face varying microenvironments in vivo, but suitable experimental systems and analysis tools to dissect how three-dimensional (3D) tissue environments impact pathogen spread are lacking. Here we develop an Integrative method to Study Pathogen spread by Experiment and Computation within Tissue-like 3D cultures (INSPECT-3D), combining quantification of pathogen replication with imaging to study single-cell and cell population dynamics. We apply INSPECT-3D to analyze HIV-1 spread between primary human CD4 T-lymphocytes using collagen as tissue-like 3D-scaffold. Measurements of virus replication, infectivity, diffusion, cellular motility and interactions are combined by mathematical analyses into an integrated spatial infection model to estimate parameters governing HIV-1 spread. This reveals that environmental restrictions limit infection by cell-free virions but promote cell-associated HIV-1 transmission. Experimental validation identifies cell motility and density as essential determinants of efficacy and mode of HIV-1 spread in 3D. INSPECT-3D represents an adaptable method for quantitative time-resolved analyses of 3D pathogen spread. Here, using an integrative experimental and computational approach, Imle et al. show how cell motility and density affect HIV cell-associated transmission in a three-dimensional tissue-like culture system of CD4+ T cells and collagen, and how different collagen matrices restrict infection by cell-free virions.
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Affiliation(s)
- Andrea Imle
- Department of Infectious Diseases, Centre for Integrative Infectious Disease Research (CIID), Integrative Virology, University Hospital Heidelberg, 69120, Heidelberg, Germany.,Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117, Heidelberg, Germany
| | - Peter Kumberger
- Centre for Modelling and Simulation in the Biosciences, BioQuant, Heidelberg University, 69120, Heidelberg, Germany
| | - Nikolas D Schnellbächer
- Institute for Theoretical Physics and BioQuant, Heidelberg University, 69120, Heidelberg, Germany
| | - Jana Fehr
- Centre for Modelling and Simulation in the Biosciences, BioQuant, Heidelberg University, 69120, Heidelberg, Germany.,Digital Health & Machine Learning, Hasso-Plattner Institute, 14482, Potsdam, Germany
| | - Paola Carrillo-Bustamante
- Centre for Modelling and Simulation in the Biosciences, BioQuant, Heidelberg University, 69120, Heidelberg, Germany.,Vector Biology Unit, Max-Planck Institute for Infection Biology, 10117, Berlin, Germany
| | - Janez Ales
- HCI/IWR, Heidelberg University, 69120, Heidelberg, Germany
| | - Philip Schmidt
- HCI/IWR, Heidelberg University, 69120, Heidelberg, Germany
| | - Christian Ritter
- Biomedical Computer Vision Group, BioQuant, IPMB, and DKFZ, Heidelberg University, 69120, Heidelberg, Germany
| | - William J Godinez
- Biomedical Computer Vision Group, BioQuant, IPMB, and DKFZ, Heidelberg University, 69120, Heidelberg, Germany
| | - Barbara Müller
- Department of Infectious Diseases, Centre for Integrative Infectious Disease Research (CIID), Virology, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Karl Rohr
- Biomedical Computer Vision Group, BioQuant, IPMB, and DKFZ, Heidelberg University, 69120, Heidelberg, Germany
| | | | - Ulrich S Schwarz
- Institute for Theoretical Physics and BioQuant, Heidelberg University, 69120, Heidelberg, Germany
| | - Frederik Graw
- Centre for Modelling and Simulation in the Biosciences, BioQuant, Heidelberg University, 69120, Heidelberg, Germany
| | - Oliver T Fackler
- Department of Infectious Diseases, Centre for Integrative Infectious Disease Research (CIID), Integrative Virology, University Hospital Heidelberg, 69120, Heidelberg, Germany. .,German Centre for Infection Research (DZIF), Partner Site Heidelberg, Heidelberg, Germany.
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41
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Ugur M, Mueller SN. T cell and dendritic cell interactions in lymphoid organs: More than just being in the right place at the right time. Immunol Rev 2019; 289:115-128. [DOI: 10.1111/imr.12753] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Revised: 01/31/2019] [Accepted: 02/03/2019] [Indexed: 12/18/2022]
Affiliation(s)
- Milas Ugur
- Department of Microbiology and Immunology The University of Melbourne, The Peter Doherty Institute for Infection and Immunity Melbourne Victoria Australia
| | - Scott N. Mueller
- Department of Microbiology and Immunology The University of Melbourne, The Peter Doherty Institute for Infection and Immunity Melbourne Victoria Australia
- The Australian Research Council Centre of Excellence in Advanced Molecular Imaging, The University of Melbourne Melbourne Victoria Australia
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42
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Longitudinal proliferation mapping in vivo reveals NADPH oxidase-mediated dampening of Staphylococcus aureus growth rates within neutrophils. Sci Rep 2019; 9:5703. [PMID: 30952906 PMCID: PMC6450975 DOI: 10.1038/s41598-019-42129-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 03/26/2019] [Indexed: 01/21/2023] Open
Abstract
Upon the onset of inflammatory responses, bacterial pathogens are confronted with altered tissue microenvironments which can critically impact on their metabolic activity and growth. Changes in these parameters have however remained difficult to analyze over time, which would be critical to dissect the interplay between the host immune response and pathogen physiology. Here, we established an in vivo biosensor for measuring the growth rates of Staphylococcus aureus (S. aureus) on a single cell-level over days in an ongoing cutaneous infection. Using intravital 2-photon imaging and quantitative fluorescence microscopy, we show that upon neutrophil recruitment to the infection site and bacterial uptake, non-lethal dampening of S. aureus proliferation occurred. This inhibition was supported by NADPH oxidase activity. Therefore, reactive oxygen production contributes to pathogen containment within neutrophils not only by killing S. aureus, but also by restricting the growth rate of the bacterium.
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43
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Shinde SB, Kurhekar MP. Review of the systems biology of the immune system using agent-based models. IET Syst Biol 2019; 12:83-92. [PMID: 29745901 DOI: 10.1049/iet-syb.2017.0073] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The immune system is an inherent protection system in vertebrate animals including human beings that exhibit properties such as self-organisation, self-adaptation, learning, and recognition. It interacts with the other allied systems such as the gut and lymph nodes. There is a need for immune system modelling to know about its complex internal mechanism, to understand how it maintains the homoeostasis, and how it interacts with the other systems. There are two types of modelling techniques used for the simulation of features of the immune system: equation-based modelling (EBM) and agent-based modelling. Owing to certain shortcomings of the EBM, agent-based modelling techniques are being widely used. This technique provides various predictions for disease causes and treatments; it also helps in hypothesis verification. This study presents a review of agent-based modelling of the immune system and its interactions with the gut and lymph nodes. The authors also review the modelling of immune system interactions during tuberculosis and cancer. In addition, they also outline the future research directions for the immune system simulation through agent-based techniques such as the effects of stress on the immune system, evolution of the immune system, and identification of the parameters for a healthy immune system.
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Affiliation(s)
- Snehal B Shinde
- Department of Computer Science and Engineering, Visvesvaraya National Institute of Technology, Nagpur, Maharashtra, India.
| | - Manish P Kurhekar
- Department of Computer Science and Engineering, Visvesvaraya National Institute of Technology, Nagpur, Maharashtra, India
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44
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Abstract
T cells effectively explore the tissue in search for antigens. When activated, they dedicate a big amount of energy and resources to arrange a complex structure called immunological synapse (IS), containing a particular distribution of molecules defined as supramolecular activation clusters (SMACs), and become polarized toward the target cell in a manner that channels the information specifically. This arrangement is symmetrical and requires the polarization of the MTOC and the Golgi to be operational, especially for the proper delivery of lytic granules and the recycling of molecules three dimensionally segregated at the clustered interface. Alternatively, after the productive encounter, T cells need to rearrange again to newly navigate through the tissue, changing back to a motile state called immunological kinapse (IK). In this IK state, the MTOC and the Golgi apparatus are repositioned and recruited at the back of the T cell to facilitate motility, while the established symmetry of the elements of the SMACs is broken and distributed in a different pattern. Both states, IS and IK, are interchangeable and are mainly orchestrated by the MTOC/Golgi complex, being critical for an effective immune response.
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45
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Xia F, Qian CR, Xun Z, Hamon Y, Sartre AM, Formisano A, Mailfert S, Phelipot MC, Billaudeau C, Jaeger S, Nunès JA, Guo XJ, He HT. TCR and CD28 Concomitant Stimulation Elicits a Distinctive Calcium Response in Naive T Cells. Front Immunol 2018; 9:2864. [PMID: 30564247 PMCID: PMC6288997 DOI: 10.3389/fimmu.2018.02864] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Accepted: 11/20/2018] [Indexed: 11/13/2022] Open
Abstract
T cell activation is initiated upon ligand engagement of the T cell receptor (TCR) and costimulatory receptors. The CD28 molecule acts as a major costimulatory receptor in promoting full activation of naive T cells. However, despite extensive studies, why naive T cell activation requires concurrent stimulation of both the TCR and costimulatory receptors remains poorly understood. Here, we explore this issue by analyzing calcium response as a key early signaling event to elicit T cell activation. Experiments using mouse naive CD4+ T cells showed that engagement of the TCR or CD28 with the respective cognate ligand was able to trigger a rise in fluctuating calcium mobilization levels, as shown by the frequency and average response magnitude of the reacting cells compared with basal levels occurred in unstimulated cells. The engagement of both TCR and CD28 enabled a further increase of these two metrics. However, such increases did not sufficiently explain the importance of the CD28 pathways to the functionally relevant calcium responses in T cell activation. Through the autocorrelation analysis of calcium time series data, we found that combined but not separate TCR and CD28 stimulation significantly prolonged the average decay time (τ) of the calcium signal amplitudes determined with the autocorrelation function, compared with its value in unstimulated cells. This increasement of decay time (τ) uniquely characterizes the fluctuating calcium response triggered by concurrent stimulation of TCR and CD28, as it could not be achieved with either stronger TCR stimuli or by co-engaging both TCR and LFA-1, and likely represents an important feature of competent early signaling to provoke efficient T cell activation. Our work has thus provided new insights into the interplay between the TCR and CD28 early signaling pathways critical to trigger naive T cell activation.
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Affiliation(s)
- Fan Xia
- Aix Marseille University, CNRS, INSERM, CIML, Marseille, France
| | - Cheng-Rui Qian
- Aix Marseille University, CNRS, INSERM, CIML, Marseille, France
| | - Zhou Xun
- School of Economics, Jiangxi University of Finance and Economics, Nanchang, China.,Aix Marseille University, AMSE and GREQAM, Marseille, France
| | - Yannick Hamon
- Aix Marseille University, CNRS, INSERM, CIML, Marseille, France
| | | | | | | | | | | | | | - Jacques A Nunès
- Aix Marseille University, CNRS, INSERM, Institut Paoli-Calmettes, CRCM, Marseille, France.,Equipe Labellisée Fondation pour la Recherche Médicale, Centre de Recherche en Cancérologie de Marseille, Immunology and Cancer, Marseille, France
| | - Xiao-Jun Guo
- Aix Marseille University, CNRS, INSERM, CIML, Marseille, France
| | - Hai-Tao He
- Aix Marseille University, CNRS, INSERM, CIML, Marseille, France
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46
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Kotov DI, Pengo T, Mitchell JS, Gastinger MJ, Jenkins MK. Chrysalis: A New Method for High-Throughput Histo-Cytometry Analysis of Images and Movies. THE JOURNAL OF IMMUNOLOGY 2018; 202:300-308. [PMID: 30510065 DOI: 10.4049/jimmunol.1801202] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 11/02/2018] [Indexed: 12/17/2022]
Abstract
Advances in imaging have led to the development of powerful multispectral, quantitative imaging techniques, like histo-cytometry. The utility of this approach is limited, however, by the need for time consuming manual image analysis. We therefore developed the software Chrysalis and a group of Imaris Xtensions to automate this process. The resulting automation allowed for high-throughput histo-cytometry analysis of three-dimensional confocal microscopy and two-photon time-lapse images of T cell-dendritic cell interactions in mouse spleens. It was also applied to epi-fluorescence images to quantify T cell localization within splenic tissue by using a "signal absorption" strategy that avoids computationally intensive distance measurements. In summary, this image processing and analysis software makes histo-cytometry more useful for immunology applications by automating image analysis.
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Affiliation(s)
- Dmitri I Kotov
- Center for Immunology, University of Minnesota, Minneapolis, MN 55455; .,Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN 55455
| | - Thomas Pengo
- University of Minnesota Informatics Institute, University of Minnesota Twin Cities, Minneapolis, MN 55455
| | - Jason S Mitchell
- Center for Immunology, University of Minnesota, Minneapolis, MN 55455.,University Imaging Centers, University of Minnesota, Minneapolis, MN 55455.,Department of Medicine, University of Minnesota, Minneapolis, MN 55455; and
| | | | - Marc K Jenkins
- Center for Immunology, University of Minnesota, Minneapolis, MN 55455.,Department of Microbiology and Immunology, University of Minnesota, Minneapolis, MN 55455
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47
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Heyde S, Philipsen L, Formaglio P, Fu Y, Baars I, Höbbel G, Kleinholz CL, Seiß EA, Stettin J, Gintschel P, Dudeck A, Bousso P, Schraven B, Müller AJ. CD11c-expressing Ly6C+CCR2+ monocytes constitute a reservoir for efficient Leishmania proliferation and cell-to-cell transmission. PLoS Pathog 2018; 14:e1007374. [PMID: 30346994 PMCID: PMC6211768 DOI: 10.1371/journal.ppat.1007374] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 11/01/2018] [Accepted: 10/02/2018] [Indexed: 11/30/2022] Open
Abstract
The virulence of intracellular pathogens such as Leishmania major (L. major) relies largely on their ability to undergo cycles of replication within phagocytes, release, and uptake into new host cells. While all these steps are critical for successful establishment of infection, neither the cellular niche of efficient proliferation, nor the spread to new host cells have been characterized in vivo. Here, using a biosensor for measuring pathogen proliferation in the living tissue, we found that monocyte-derived Ly6C+CCR2+ phagocytes expressing CD11c constituted the main cell type harboring rapidly proliferating L. major in the ongoing infection. Synchronization of host cell recruitment and intravital 2-photon imaging showed that these high proliferating parasites preferentially underwent cell-to-cell spread. However, newly recruited host cells were infected irrespectively of their cell type or maturation state. We propose that among these cells, CD11c-expressing monocytes are most permissive for pathogen proliferation, and thus mainly fuel the cycle of intracellular proliferation and cell-to-cell transfer during the acute infection. Thus, besides the well-described function for priming and activating T cell effector functions against L. major, CD11c-expressing monocyte-derived cells provide a reservoir for rapidly proliferating parasites that disseminate at the site of infection. Infection with Leishmania parasites can result in chronic disease of several months duration, often accompanied with disfiguring and disabling pathologies. Central to Leishmania virulence is the capability to survive and multiply within professional phagocytes. While it is assumed that the parasites at some point have to exit the infected cell and infect new cells, the cycle of intracellular multiplication, release, and uptake into new host cells has never been studied in the ongoing infection. Therefore, it is unclear whether efficient growth of the pathogen takes place in a specific host cell type, or in a specific phase during the residency within, or during transfer to new cells. Here, we used a pathogen-encoded biosensor for measuring Leishmania proliferation in the ongoing infection, and in combination with a detailed analysis of the infected host cells involved. We could show that a monocyte-derived dendritic cell-like phagocyte subset, which is known for its role in inducing adaptive immune responses against Leishmania, represents a reservoir for efficient intracellular multiplication and spread to new host cells. These findings are important for our understanding of how the residency within a specific the cellular niche enables Leishmania parasites to efficiently multiply and persist at the site of infection.
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Affiliation(s)
- Sandrina Heyde
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Lars Philipsen
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Pauline Formaglio
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Yan Fu
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Iris Baars
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Guido Höbbel
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Corinna L. Kleinholz
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Elena A. Seiß
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Juliane Stettin
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Patricia Gintschel
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Anne Dudeck
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
| | - Philippe Bousso
- Dynamics of Immune Responses Unit, Department of Immunology, Institut Pasteur, Paris, France
| | - Burkhart Schraven
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
- Department of Immune Control, Helmholtz Centre for Infection Research, Inhoffenstrasse 7, Braunschweig, Germany
| | - Andreas J. Müller
- Institute of Molecular and Clinical Immunology, Health Campus Immunology Infectiology and Inflammation (GC-I), Otto-von-Guericke-University, Magdeburg, Germany
- Research Group Intravital Microscopy of Infection and Immunity, Helmholtz Centre for Infection Research, Inhoffenstrasse 7, Braunschweig, Germany
- * E-mail:
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48
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Díaz LR, Saavedra-López E, Romarate L, Mitxitorena I, Casanova PV, Cribaro GP, Gallego JM, Pérez-Vallés A, Forteza-Vila J, Alfaro-Cervello C, García-Verdugo JM, Barcia C, Barcia C. Imbalance of immunological synapse-kinapse states reflects tumor escape to immunity in glioblastoma. JCI Insight 2018; 3:120757. [PMID: 30232280 DOI: 10.1172/jci.insight.120757] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Accepted: 08/17/2018] [Indexed: 12/19/2022] Open
Abstract
Since the proper activation of T cells requires the physical interaction with target cells through the formation of immunological synapses (IS), an alteration at this level could be a reason why tumors escape the immune response. As part of their life cycle, it is thought that T cells alternate between a static phase, the IS, and a dynamic phase, the immunological kinapse (IK), depending on high or low antigen sensing. Our investigation performed in tissue samples of human glioma shows that T cells are able to establish synapsing interactions not only with glioma tumorigenic cells, but also with stromal myeloid cells. Particularly, the IS displaying a T cell receptor-rich (TCR-rich) central supramolecular activation cluster (cSMAC) is preferentially established with stromal cells, as opposed to malignant cells. Conversely, T cells in the malignant areas showed distinct morphometric parameters compared with nonneoplastic tissue - the former characterized by an elongated shape, well-suited to kinaptic dynamics. Importantly, high-resolution 3-dimensional analyses demonstrated the existence of bona-fide IK preferentially arranged in malignant areas of the tumor. This imbalance of IS/IK states between these 2 microenvironments reveals the low antigenic sensing of T cells when patrolling tumorigenic cells and reflects the immunoevasive environment of the tumor.
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Affiliation(s)
- Laura R Díaz
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - Elena Saavedra-López
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - Leire Romarate
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - Izaskun Mitxitorena
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - Paola V Casanova
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - George P Cribaro
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | | | - Ana Pérez-Vallés
- Department of Pathology, Valencia General Hospital, Valencia, Spain
| | - Jerónimo Forteza-Vila
- Unidad Mixta CIPF/UCV de Investigación Oncológica, Instituto Valenciano de Patología, Universidad Católica de Valencia, Valencia, Spain
| | - Clara Alfaro-Cervello
- Laboratory of Comparative Neurobiology, Instituto Cavanilles, Universitat de València, CIBERNED, Valencia, Spain
| | - José M García-Verdugo
- Laboratory of Comparative Neurobiology, Instituto Cavanilles, Universitat de València, CIBERNED, Valencia, Spain
| | | | - Carlos Barcia
- Department of Biochemistry and Molecular Biology, School of Medicine, and.,Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
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49
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Richard AC, Lun ATL, Lau WWY, Göttgens B, Marioni JC, Griffiths GM. T cell cytolytic capacity is independent of initial stimulation strength. Nat Immunol 2018; 19:849-858. [PMID: 30013148 PMCID: PMC6300116 DOI: 10.1038/s41590-018-0160-9] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 05/31/2018] [Indexed: 01/15/2023]
Abstract
How cells respond to myriad stimuli with finite signaling machinery is central to immunology. In naive T cells, the inherent effect of ligand strength on activation pathways and endpoints has remained controversial, confounded by environmental fluctuations and intercellular variability within populations. Here we studied how ligand potency affected the activation of CD8+ T cells in vitro, through the use of genome-wide RNA, multi-dimensional protein and functional measurements in single cells. Our data revealed that strong ligands drove more efficient and uniform activation than did weak ligands, but all activated cells were fully cytolytic. Notably, activation followed the same transcriptional pathways regardless of ligand potency. Thus, stimulation strength did not intrinsically dictate the T cell-activation route or phenotype; instead, it controlled how rapidly and simultaneously the cells initiated activation, allowing limited machinery to elicit wide-ranging responses.
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Affiliation(s)
- Arianne C Richard
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Aaron T L Lun
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Winnie W Y Lau
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
- Department of Haematology, Wellcome - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Berthold Göttgens
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK
- Department of Haematology, Wellcome - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - John C Marioni
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
- European Molecular Biology Laboratory, European Bioinformatics Institute, EMBL-EBI, Cambridge, UK.
- Wellcome Sanger Institute, Cambridge, UK.
| | - Gillian M Griffiths
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK.
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50
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Martínez-Usatorre A, Donda A, Zehn D, Romero P. PD-1 Blockade Unleashes Effector Potential of Both High- and Low-Affinity Tumor-Infiltrating T Cells. THE JOURNAL OF IMMUNOLOGY 2018; 201:792-803. [PMID: 29875150 DOI: 10.4049/jimmunol.1701644] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 05/09/2018] [Indexed: 12/21/2022]
Abstract
Antitumor T cell responses involve CD8+ T cells with high affinity for mutated self-antigen and low affinity for nonmutated tumor-associated Ag. Because of the highly individual nature of nonsynonymous somatic mutations in tumors, however, immunotherapy relies often on an effective engagement of low-affinity T cells. In this study, we studied the role of T cell affinity during peripheral priming with single-peptide vaccines and during the effector phase in the tumor. To that end, we compared the antitumor responses after OVA257-264 (N4) peptide vaccination of CD8+ T cells carrying TCRs with high (OT-1) and low (OT-3) avidity for the N4 peptide in B16.N4 tumor-bearing C57BL/6 mice. Additionally, we assessed the response of OT-1 cells to either high-affinity (B16.N4) or low-affinity (B16.T4) Ag-expressing tumors after high-affinity (N4) or low-affinity (T4) peptide vaccination. We noticed that although low-affinity tumor-specific T cells expand less than high-affinity T cells, they express lower levels of inhibitory receptors and produce more cytokines. Interestingly, tumor-infiltrating CD8+ T cells show similar in vivo re-expansion capacity to their counterparts in secondary lymphoid organs when transferred to tumor-free hosts, suggesting that T cells in tumors may be rekindled upon relief of tumor immunosuppression. Moreover, our results show that αPD-1 treatment enhances tumor control of high- and low-affinity ligand-expressing tumors, suggesting that combination of high-affinity peripheral priming by altered peptide ligands and checkpoint blockade may enable tumor control upon low-affinity Ag recognition in the tumor.
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Affiliation(s)
- Amaia Martínez-Usatorre
- Department of Fundamental Oncology, Faculty of Biology and Medicine, University of Lausanne, 1066 Epalinges, Switzerland; and
| | - Alena Donda
- Department of Fundamental Oncology, Faculty of Biology and Medicine, University of Lausanne, 1066 Epalinges, Switzerland; and
| | - Dietmar Zehn
- School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
| | - Pedro Romero
- Department of Fundamental Oncology, Faculty of Biology and Medicine, University of Lausanne, 1066 Epalinges, Switzerland; and
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