Met-Flow, a strategy for single-cell metabolic analysis highlights dynamic changes in immune subpopulations

被引:110
作者
Ahl, Patricia J. [1 ,2 ]
Hopkins, Richard A. [1 ,3 ]
Xiang, Wen Wei [1 ,3 ]
Au, Bijin [1 ]
Kaliaperumal, Nivashini [1 ]
Fairhurst, Anna-Marie [1 ]
Connolly, John E. [1 ,2 ,4 ]
机构
[1] Agcy Sci Technol & Res, Inst Mol & Cell Biol, Singapore 138673, Singapore
[2] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Microbiol & Immunol, Singapore 117545, Singapore
[3] Tessa Therapeut Pte Ltd, Agcy Sci Technol & Res, Inst Mol & Cell Biol, Singapore 138673, Singapore
[4] Baylor Univ, Inst Biomed Studies, Waco, TX 76712 USA
基金
英国医学研究理事会;
关键词
CYTOKINE GM-CSF; T-CELLS; GLUCOSE-METABOLISM; CRITICAL REGULATOR; MAMMALIAN TARGET; GLYCOLYSIS; PROTEIN; 2-DEOXY-D-GLUCOSE; DIFFERENTIATION; SUPPORTS;
D O I
10.1038/s42003-020-1027-9
中图分类号
Q [生物科学];
学科分类号
090105 [作物生产系统与生态工程];
摘要
Patricia Ahl et al. present Met-Flow, a flow cytometry-based approach for capturing the metabolic state of immune cells across multiple pathways. The authors apply Met-Flow to a central memory T cell subset, showing the importance of glucose restriction and metabolic reprogramming to T cell polarization and expansion. A complex interaction of anabolic and catabolic metabolism underpins the ability of leukocytes to mount an immune response. Their capacity to respond to changing environments by metabolic reprogramming is crucial to effector function. However, current methods lack the ability to interrogate this network of metabolic pathways at single-cell level within a heterogeneous population. We present Met-Flow, a flow cytometry-based method capturing the metabolic state of immune cells by targeting key proteins and rate-limiting enzymes across multiple pathways. We demonstrate the ability to simultaneously measure divergent metabolic profiles and dynamic remodeling in human peripheral blood mononuclear cells. Using Met-Flow, we discovered that glucose restriction and metabolic remodeling drive the expansion of an inflammatory central memory T cell subset. This method captures the complex metabolic state of any cell as it relates to phenotype and function, leading to a greater understanding of the role of metabolic heterogeneity in immune responses.
引用
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页数:15
相关论文
共 106 条
[1]
HUMAN ACETYL-COA CARBOXYLASE - CHARACTERIZATION, MOLECULAR-CLONING, AND EVIDENCE FOR 2 ISOFORMS [J].
ABUELHEIGA, L ;
JAYAKUMAR, A ;
BALDINI, A ;
CHIRALA, SS ;
WAKIL, SJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1995, 92 (09) :4011-4015
[2]
Heatmapper: web-enabled heat mapping for all [J].
Babicki, Sasha ;
Arndt, David ;
Marcu, Ana ;
Liang, Yongjie ;
Grant, Jason R. ;
Maciejewski, Adam ;
Wishart, David S. .
NUCLEIC ACIDS RESEARCH, 2016, 44 (W1) :W147-W153
[3]
Mass Cytometry: Technique for Real Time Single Cell Multitarget Immunoassay Based on Inductively Coupled Plasma Time-of-Flight Mass Spectrometry [J].
Bandura, Dmitry R. ;
Baranov, Vladimir I. ;
Ornatsky, Olga I. ;
Antonov, Alexei ;
Kinach, Robert ;
Lou, Xudong ;
Pavlov, Serguei ;
Vorobiev, Sergey ;
Dick, John E. ;
Tanner, Scott D. .
ANALYTICAL CHEMISTRY, 2009, 81 (16) :6813-6822
[4]
The spectrum of T cell metabolism in health and disease [J].
Bantug, Glenn R. ;
Galluzzi, Lorenzo ;
Kroemer, Guido ;
Hess, Christoph .
NATURE REVIEWS IMMUNOLOGY, 2018, 18 (01) :19-34
[5]
Human Dendritic Cell Subsets Undergo Distinct Metabolic Reprogramming for Immune Response [J].
Basit, Farhan ;
Mathan, Till ;
Sancho, David ;
de Vries, I. Jolanda M. .
FRONTIERS IN IMMUNOLOGY, 2018, 9
[6]
GM-CSF: From Growth Factor to Central Mediator of Tissue Inflammation [J].
Becher, Burkhard ;
Tugues, Sonia ;
Greter, Melanie .
IMMUNITY, 2016, 45 (05) :963-973
[7]
De novo fatty acid synthesis controls the fate between regulatory T and T helper 17 cells [J].
Berod, Luciana ;
Friedrich, Christin ;
Nandan, Amrita ;
Freitag, Jenny ;
Hagemann, Stefanie ;
Harmrolfs, Kirsten ;
Sandouk, Aline ;
Hesse, Christina ;
Castro, Carla N. ;
Baehres, Heike ;
Tschirner, Sarah K. ;
Gorinski, Nataliya ;
Gohmert, Melanie ;
Mayer, Christian T. ;
Huehn, Jochen ;
Ponimaskin, Evgeni ;
Abraham, Wolf-Rainer ;
Mueller, Rolf ;
Lochner, Matthias ;
Sparwasser, Tim .
NATURE MEDICINE, 2014, 20 (11) :1327-1333
[8]
Protein N-glycosylation alteration and glycolysis inhibition both contribute to the antiproliferative action of 2-deoxyglucose in breast cancer cells [J].
Berthe, Audrey ;
Zaffino, Marie ;
Muller, Claire ;
Foulquier, Francois ;
Houdou, Marine ;
Schulz, Celine ;
Bost, Frederic ;
De Fay, Elia ;
Mazerbourg, Sabine ;
Flament, Stephane .
BREAST CANCER RESEARCH AND TREATMENT, 2018, 171 (03) :581-591
[9]
BICKEL M, 1990, J IMMUNOL, V145, P840
[10]
BINDING OF SEQUENCE-SPECIFIC PROTEINS TO THE ADENOSINE-RICH PLUS URIDINE-RICH SEQUENCES OF THE MURINE GRANULOCYTE MACROPHAGE COLONY-STIMULATING FACTOR MESSENGER-RNA [J].
BICKEL, M ;
IWAI, Y ;
PLUZNIK, DH ;
COHEN, RB .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (21) :10001-10005