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Vaughn N. Cytometry at the Intersection of Metabolism and Epigenetics in Lymphocyte Dynamics. Cytometry A 2025; 107:165-176. [PMID: 40052492 DOI: 10.1002/cyto.a.24919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/19/2025] [Indexed: 04/11/2025]
Abstract
Landmark studies at the turn of the century revealed metabolic reprogramming as a driving force for lymphocyte differentiation and function. In addition to metabolic changes, differentiating lymphocytes must remodel their epigenetic landscape to properly rewire their gene expression. Recent discoveries have shown that metabolic shifts can shape the fate of lymphocytes by altering their epigenetic state, bringing together these two areas of inquiry. The ongoing evolution of high-dimensional cytometry has enabled increasingly comprehensive analyses of metabolic and epigenetic landscapes in lymphocytes that transcend the technical limitations of the past. Here, we review recent insights into the interplay between metabolism and epigenetics in lymphocytes and how its dysregulation can lead to immunological dysfunction and disease. We also discuss the latest technical advances in cytometry that have enabled these discoveries and that we anticipate will advance future work in this area.
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Affiliation(s)
- Nicole Vaughn
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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2
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Viel S, Vivier E, Walzer T, Marçais A. Targeting metabolic dysfunction of CD8 T cells and natural killer cells in cancer. Nat Rev Drug Discov 2025; 24:190-208. [PMID: 39668206 DOI: 10.1038/s41573-024-01098-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/06/2024] [Indexed: 12/14/2024]
Abstract
The importance of metabolic pathways in regulating immune responses is now well established, and a mapping of the bioenergetic metabolism of different immune cell types is under way. CD8 T cells and natural killer (NK) cells contribute to cancer immunosurveillance through their cytotoxic functions and secretion of cytokines and chemokines, complementing each other in target recognition mechanisms. Several immunotherapies leverage these cell types by either stimulating their activity or redirecting their specificity against tumour cells. However, the anticancer activity of CD8 T cells and NK cells is rapidly diminished in the tumour microenvironment, closely linked to a decline in their metabolic capacities. Various strategies have been developed to restore cancer immunosurveillance, including targeting bioenergetic metabolism or genetic engineering. This Review provides an overview of metabolic dysfunction in CD8 T cells and NK cells within the tumour microenvironment, highlighting current therapies aiming to overcome these issues.
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Affiliation(s)
- Sébastien Viel
- Plateforme de Biothérapie et de Production de Médicaments de Thérapie Innovante, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Eric Vivier
- Innate Pharma Research Laboratories, Innate Pharma, Marseille, France
- Aix Marseille University, CNRS, INSERM, CIML, Marseille, France
- APHM, Hôpital de la Timone, Marseille, France
- Paris Saclay Cancer Cluster, Villejuif, France
- Université Paris-Saclay, Gustave Roussy, Inserm, Prédicteurs moléculaires et nouvelles cibles en oncologie, Villejuif, France
| | - Thierry Walzer
- CIRI, Centre International de Recherche en Infectiologie, (Team Lyacts), Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS UMR5308 ENS de Lyon, Lyon, France
| | - Antoine Marçais
- CIRI, Centre International de Recherche en Infectiologie, (Team Lyacts), Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS UMR5308 ENS de Lyon, Lyon, France.
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3
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Corkish C, Aguiar CF, Finlay DK. Approaches to investigate tissue-resident innate lymphocytes metabolism at the single-cell level. Nat Commun 2024; 15:10424. [PMID: 39613733 PMCID: PMC11607443 DOI: 10.1038/s41467-024-54516-3] [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: 05/03/2024] [Accepted: 11/13/2024] [Indexed: 12/01/2024] Open
Abstract
Tissue-resident innate immune cells have important functions in both homeostasis and pathological states. Despite advances in the field, analyzing the metabolism of tissue-resident innate lymphocytes is still challenging. The small number of tissue-resident innate lymphocytes such as ILC, NK, iNKT and γδ T cells poses additional obstacles in their metabolic studies. In this review, we summarize the current understanding of innate lymphocyte metabolism and discuss potential pitfalls associated with the current methodology relying predominantly on in vitro cultured cells or bulk-level comparison. Meanwhile, we also summarize and advocate for the development and adoption of single-cell metabolic assays to accurately profile the metabolism of tissue-resident immune cells directly ex vivo.
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Affiliation(s)
- Carrie Corkish
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - Cristhiane Favero Aguiar
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
| | - David K Finlay
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
- School of Pharmacy and Pharmaceutical Sciences, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
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4
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Sims SL, Frazier HN, Case SL, Lin RL, Trosper JN, Vekaria HJ, Sullivan PG, Thibault O. Variable bioenergetic sensitivity of neurons and astrocytes to insulin and extracellular glucose. NPJ METABOLIC HEALTH AND DISEASE 2024; 2:33. [PMID: 39524535 PMCID: PMC11549053 DOI: 10.1038/s44324-024-00037-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 10/07/2024] [Indexed: 11/16/2024]
Abstract
Energy flow within cellular elements of the brain is a well-orchestrated, tightly regulated process, however, details underlying these functions at the single-cell level are still poorly understood. Studying hypometabolism in aging and neurodegenerative diseases may benefit from experimentation on unicellular bioenergetics. Here, we examined energy status in neurons and astrocytes using mixed hippocampal cultures and PercevalHR, an ATP:ADP nanosensor. We assessed exposures of several compounds including KCl, glutamate, FCCP, insulin, and glucose. A mitochondrial stress test was performed, and PercevalHR's fluorescence was corrected for pH using pHrodo. Results demonstrate that PercevalHR can reliably report on the energetic status of two cell types that communicate in a mixed-culture setting. While KCl, glutamate, and FCCP showed clear changes in PercevalHR fluorescence, insulin and glucose responses were found to be more subtle and sensitive to extracellular glucose. These results may highlight mechanisms that mediate insulin sensitivity in the brain.
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Affiliation(s)
- Sophiya L. Sims
- Department of Pharmacology and Nutritional Sciences, College of Medicine, University of Kentucky, Lexington, KY USA
| | - Hilaree N. Frazier
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY USA
| | - Sami L. Case
- Department of Biomedical Sciences, College of Veterinary Medicine & Biomedical Sciences, Colorado State University, Fort Collins, CO USA
| | - Ruei-Lung Lin
- Department of Pharmacology and Nutritional Sciences, College of Medicine, University of Kentucky, Lexington, KY USA
| | - James N. Trosper
- Department of Pharmacology and Nutritional Sciences, College of Medicine, University of Kentucky, Lexington, KY USA
| | - Hemendra J. Vekaria
- Spinal Cord and Brain Injury Research Center (SCoBIRC), University of Kentucky, Lexington, KY USA
- Department of Neuroscience, University of Kentucky, Lexington, KY USA
| | - Patrick G. Sullivan
- Spinal Cord and Brain Injury Research Center (SCoBIRC), University of Kentucky, Lexington, KY USA
- Department of Neuroscience, University of Kentucky, Lexington, KY USA
| | - Olivier Thibault
- Department of Pharmacology and Nutritional Sciences, College of Medicine, University of Kentucky, Lexington, KY USA
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY USA
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5
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Cosgrove J, Marçais A, Hartmann FJ, Bergthaler A, Zanoni I, Corrado M, Perié L, Cabezas-Wallscheid N, Bousso P, Alexandrov T, Kielian T, Martínez-Martín N, Opitz CA, Lyssiotis CA, Argüello RJ, Van den Bossche J. A call for accessible tools to unlock single-cell immunometabolism research. Nat Metab 2024; 6:779-782. [PMID: 38605184 DOI: 10.1038/s42255-024-01031-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/13/2024]
Affiliation(s)
- Jason Cosgrove
- Institut Curie, Université PSL, Sorbonne Université, CNRS UMR168, Laboratoire Physico Chimie Curie, Paris, France
| | - Antoine Marçais
- CIRI, Centre International de Recherche en Infectiologie, (Team Lyacts), Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | - Felix J Hartmann
- German Cancer Research Center (DKFZ), Heidelberg, Systems Immunology & Single-Cell Biology, Germany and German Cancer Consortium (DKTK), DKFZ, Core Center Heidelberg, Heidelberg, Germany
| | - Andreas Bergthaler
- Institute of Hygiene and Applied Immunology, Department of Pathophysiology, Infectiology and Immunology, Medical University of Vienna, Vienna, Austria
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Ivan Zanoni
- Division of Immunology, Division of Gastroenterology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Mauro Corrado
- Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), Center for Molecular Medicine Cologne (CMMC) and Institute for Genetics, University of Cologne, Cologne, Germany
| | - Leïla Perié
- Institut Curie, Université PSL, Sorbonne Université, CNRS UMR168, Laboratoire Physico Chimie Curie, Paris, France
| | | | - Philippe Bousso
- Institut Pasteur, Université Paris Cité, INSERM U1223, Dynamics of Immune Responses Unit, Paris, France
| | - Theodore Alexandrov
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Bio Studio, BioInnovation Institute, Copenhagen, Denmark
| | - Tammy Kielian
- Department of Pathology, Microbiology, and Immunology University of Nebraska Medical Center, Omaha, NE, USA
| | - Nuria Martínez-Martín
- Program of Tissue and Organ Homeostasis, Centro de Biología Molecular 'Severo Ochoa', Consejo Superior de Investigaciones Científicas-Universidad Autónoma de Madrid, Madrid, Spain
| | - Christiane A Opitz
- German Cancer Research Center (DKFZ), Heidelberg, Division of Metabolic Crosstalk in Cancer and the German Cancer Consortium (DKTK), DKFZ Core Center Heidelberg, Heidelberg, Germany
| | - Costas A Lyssiotis
- Department of Molecular & Integrative Physiology, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Rafael J Argüello
- Aix-Marseille University, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Turing Centre for Living Systems, Marseille, France
| | - Jan Van den Bossche
- Department of Molecular Cell Biology and Immunology, Amsterdam Cardiovascular Sciences, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam Institute for Infection and Immunity, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
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6
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Simula L, Fumagalli M, Vimeux L, Rajnpreht I, Icard P, Birsen G, An D, Pendino F, Rouault A, Bercovici N, Damotte D, Lupo-Mansuet A, Alifano M, Alves-Guerra MC, Donnadieu E. Mitochondrial metabolism sustains CD8 + T cell migration for an efficient infiltration into solid tumors. Nat Commun 2024; 15:2203. [PMID: 38467616 PMCID: PMC10928223 DOI: 10.1038/s41467-024-46377-7] [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: 08/13/2023] [Accepted: 02/26/2024] [Indexed: 03/13/2024] Open
Abstract
The ability of CD8+ T cells to infiltrate solid tumors and reach cancer cells is associated with improved patient survival and responses to immunotherapy. Thus, identifying the factors controlling T cell migration in tumors is critical, so that strategies to intervene on these targets can be developed. Although interstitial motility is a highly energy-demanding process, the metabolic requirements of CD8+ T cells migrating in a 3D environment remain unclear. Here, we demonstrate that the tricarboxylic acid (TCA) cycle is the main metabolic pathway sustaining human CD8+ T cell motility in 3D collagen gels and tumor slices while glycolysis plays a more minor role. Using pharmacological and genetic approaches, we report that CD8+ T cell migration depends on the mitochondrial oxidation of glucose and glutamine, but not fatty acids, and both ATP and ROS produced by mitochondria are required for T cells to migrate. Pharmacological interventions to increase mitochondrial activity improve CD8+ T cell intratumoral migration and CAR T cell recruitment into tumor islets leading to better control of tumor growth in human xenograft models. Our study highlights the rationale of targeting mitochondrial metabolism to enhance the migration and antitumor efficacy of CAR T cells in treating solid tumors.
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Affiliation(s)
- Luca Simula
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France.
| | - Mattia Fumagalli
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Lene Vimeux
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Irena Rajnpreht
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Philippe Icard
- Université de Normandie, UNICAEN, Inserm U1086 Interdisciplinary Research Unit for Cancer Prevention and Treatment, Caen, France
- Thoracic Surgery Department, Cochin Hospital, APHP-Centre, Université Paris-Cité, Paris, France
| | - Gary Birsen
- Department of Pneumology, Thoracic Oncology Unit, Cochin Hospital, APHP-Centre, Université Paris-Cité, 75014, Paris, France
| | - Dongjie An
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Frédéric Pendino
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Adrien Rouault
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Nadège Bercovici
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France
| | - Diane Damotte
- Department of Pathology, Cochin Hospital, APHP-Centre, Université Paris-Cité, 75014, Paris, France
| | - Audrey Lupo-Mansuet
- Department of Pathology, Cochin Hospital, APHP-Centre, Université Paris-Cité, 75014, Paris, France
| | - Marco Alifano
- Thoracic Surgery Department, Cochin Hospital, APHP-Centre, Université Paris-Cité, Paris, France
- Inserm U1138, Integrative Cancer Immunology Unit, 75006, Paris, France
| | | | - Emmanuel Donnadieu
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, Equipe labellisée "Ligue contre le Cancer", Paris, 75014, France.
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7
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Paillon N, Ung TPL, Dogniaux S, Stringari C, Hivroz C. Label-free single-cell live imaging reveals fast metabolic switch in T lymphocytes. Mol Biol Cell 2024; 35:ar11. [PMID: 37971737 PMCID: PMC10881169 DOI: 10.1091/mbc.e23-01-0009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 09/29/2023] [Accepted: 11/06/2023] [Indexed: 11/19/2023] Open
Abstract
T-cell activation induces a metabolic switch generating energy for proliferation, survival, and functions. We used noninvasive label-free two-photon fluorescence lifetime microscopy (2P-FLIM) to map the spatial and temporal dynamics of the metabolic NAD(P)H co-enzyme during T lymphocyte activation. This provides a readout of the OXPHOS and glycolysis rates at a single-cell level. Analyzes were performed in the CD4+ leukemic T cell line Jurkat, and in human CD4+ primary T cells. Cells were activated on glass surfaces coated with activating antibodies mimicking immune synapse formation. Comparing the fraction of bound NAD(P)H between resting and activated T cells, we show that T-cell activation induces a rapid switch toward glycolysis. This occurs after 10 min and remains stable for one hour. Three-dimensional analyzes revealed that the intracellular distribution of fraction of bound NAD(P)H increases at the immune synapse in activated cells. Finally, we show that fraction of bound NAD(P)H tends to negatively correlate with spreading of activated T cells, suggesting a link between actin remodeling and metabolic changes. This study highlights that 2P-FLIM measurement of fraction of bound NAD(P)H is well suited to follow a fast metabolic switch in three dimensions, in single T lymphocytes with subcellular resolution.
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Affiliation(s)
- Noémie Paillon
- Institut Curie, PSL Research University, INSERM, U932 “Integrative analysis of T cell activation” team, 75005 Paris, France
| | - Thi Phuong Lien Ung
- Laboratory for Optics and Biosciences, École Polytechnique, CNRS, Inserm, Institut Polytechnique de Paris, 91128 Palaiseau, France
| | - Stéphanie Dogniaux
- Institut Curie, PSL Research University, INSERM, U932 “Integrative analysis of T cell activation” team, 75005 Paris, France
| | - Chiara Stringari
- Laboratory for Optics and Biosciences, École Polytechnique, CNRS, Inserm, Institut Polytechnique de Paris, 91128 Palaiseau, France
| | - Claire Hivroz
- Institut Curie, PSL Research University, INSERM, U932 “Integrative analysis of T cell activation” team, 75005 Paris, France
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Ben-Arosh H, Avraham R. Tissue-specific macrophage immunometabolism. Curr Opin Immunol 2023; 84:102369. [PMID: 37473458 DOI: 10.1016/j.coi.2023.102369] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 06/19/2023] [Accepted: 06/19/2023] [Indexed: 07/22/2023]
Abstract
Macrophages are phagocytic cells distributed across tissues that sustain homeostasis by constantly probing their local environment. Upon perturbations, macrophages rewire their energy metabolism to execute their immune programs. Intensive research in the field of immunometabolism highlights cell-intrinsic immunometabolites such as succinate and itaconate as immunomodulatory signals. A role for cell-extrinsic stimuli now emerges with evidence for signals that shape macrophages' metabolism in a tissue-specific manner. In this review, we will cover macrophage immunometabolism in the gut, a complex metabolic and immunologically active tissue. During homeostasis, gut macrophages are constantly exposed to pro-inflammatory ligands from the microbiota, and in contrast, are balanced by microbiota-derived anti-inflammatory metabolites. Given their extensive metabolic changes during activation, spatial analyses of the tissue will allow the characterization of metabolic niches of macrophage in the gut. Identifying metabolic perturbations of macrophage subsets during chronic inflammation and infection can direct future tissue-specific metabolotherapies.
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Affiliation(s)
- Hadar Ben-Arosh
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Roi Avraham
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 7610001, Israel.
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Martino F, Lupi M, Giraudo E, Lanzetti L. Breast cancers as ecosystems: a metabolic perspective. Cell Mol Life Sci 2023; 80:244. [PMID: 37561190 PMCID: PMC10415483 DOI: 10.1007/s00018-023-04902-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/18/2023] [Accepted: 07/28/2023] [Indexed: 08/11/2023]
Abstract
Breast cancer (BC) is the most frequently diagnosed cancer and one of the major causes of cancer death. Despite enormous progress in its management, both from the therapeutic and early diagnosis viewpoints, still around 700,000 patients succumb to the disease each year, worldwide. Late recurrency is the major problem in BC, with many patients developing distant metastases several years after the successful eradication of the primary tumor. This is linked to the phenomenon of metastatic dormancy, a still mysterious trait of the natural history of BC, and of several other types of cancer, by which metastatic cells remain dormant for long periods of time before becoming reactivated to initiate the clinical metastatic disease. In recent years, it has become clear that cancers are best understood if studied as ecosystems in which the impact of non-cancer-cell-autonomous events-dependent on complex interaction between the cancer and its environment, both local and systemic-plays a paramount role, probably as significant as the cell-autonomous alterations occurring in the cancer cell. In adopting this perspective, a metabolic vision of the cancer ecosystem is bound to improve our understanding of the natural history of cancer, across space and time. In BC, many metabolic pathways are coopted into the cancer ecosystem, to serve the anabolic and energy demands of the cancer. Their study is shedding new light on the most critical aspect of BC management, of metastatic dissemination, and that of the related phenomenon of dormancy and fostering the application of the knowledge to the development of metabolic therapies.
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Affiliation(s)
- Flavia Martino
- Department of Oncology, University of Torino Medical School, Turin, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Mariadomenica Lupi
- Department of Oncology, University of Torino Medical School, Turin, Italy
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Enrico Giraudo
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
- Department of Science and Drug Technology, University of Torino, Turin, Italy
| | - Letizia Lanzetti
- Department of Oncology, University of Torino Medical School, Turin, Italy.
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy.
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