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Almeida L, Dhillon-LaBrooy A, Carriche G, Berod L, Sparwasser T. CD4 + T-cell differentiation and function: Unifying glycolysis, fatty acid oxidation, polyamines NAD mitochondria. J Allergy Clin Immunol 2021; 148:16-32. [PMID: 33966898 DOI: 10.1016/j.jaci.2021.03.033] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 03/15/2021] [Accepted: 03/19/2021] [Indexed: 12/14/2022]
Abstract
The progression through different steps of T-cell development, activation, and effector function is tightly bound to specific cellular metabolic processes. Previous studies established that T-effector cells have a metabolic bias toward aerobic glycolysis, whereas naive and regulatory T cells mainly rely on oxidative phosphorylation. More recently, the field of immunometabolism has drifted away from the notion that mitochondrial metabolism holds little importance in T-cell activation and function. Of note, T cells possess metabolic promiscuity, which allows them to adapt their nutritional requirements according to the tissue environment. Altogether, the integration of these metabolic pathways culminates in the generation of not only energy but also intermediates, which can regulate epigenetic programs, leading to changes in T-cell fate. In this review, we discuss the recent literature on how glycolysis, amino acid catabolism, and fatty acid oxidation work together with the tricarboxylic acid cycle in the mitochondrion. We also emphasize the importance of the electron transport chain for T-cell immunity. We also discuss novel findings highlighting the role of key enzymes, accessory pathways, and posttranslational protein modifications that distinctively regulate T-cell function and might represent prominent candidates for therapeutic purposes.
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Affiliation(s)
- Luís Almeida
- Institute of Medical Microbiology and Hygiene, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany; Institute of Infection Immunology, TWINCORE, Centre for Experimental and Clinical Infection Research (a joint venture between the Hannover Medical School and the Helmholtz Centre for Infection Research), Hannover, Germany
| | - Ayesha Dhillon-LaBrooy
- Institute of Medical Microbiology and Hygiene, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany; Institute of Infection Immunology, TWINCORE, Centre for Experimental and Clinical Infection Research (a joint venture between the Hannover Medical School and the Helmholtz Centre for Infection Research), Hannover, Germany
| | - Guilhermina Carriche
- Institute of Medical Microbiology and Hygiene, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany; Institute of Infection Immunology, TWINCORE, Centre for Experimental and Clinical Infection Research (a joint venture between the Hannover Medical School and the Helmholtz Centre for Infection Research), Hannover, Germany
| | - Luciana Berod
- Institute for Molecular Medicine Mainz, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany; Research Center for Immunotherapy (FZI), University Medical Center Mainz, Mainz, Germany.
| | - Tim Sparwasser
- Institute of Medical Microbiology and Hygiene, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany; Research Center for Immunotherapy (FZI), University Medical Center Mainz, Mainz, Germany.
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Cheng HP, Deumens E, Freericks JK, Li C, Sanders BA. Application of Quantum Computing to Biochemical Systems: A Look to the Future. Front Chem 2020; 8:587143. [PMID: 33330375 PMCID: PMC7732423 DOI: 10.3389/fchem.2020.587143] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 10/15/2020] [Indexed: 12/24/2022] Open
Abstract
Chemistry is considered as one of the more promising applications to science of near-term quantum computing. Recent work in transitioning classical algorithms to a quantum computer has led to great strides in improving quantum algorithms and illustrating their quantum advantage. Because of the limitations of near-term quantum computers, the most effective strategies split the work over classical and quantum computers. There is a proven set of methods in computational chemistry and materials physics that has used this same idea of splitting a complex physical system into parts that are treated at different levels of theory to obtain solutions for the complete physical system for which a brute force solution with a single method is not feasible. These methods are variously known as embedding, multi-scale, and fragment techniques and methods. We review these methods and then propose the embedding approach as a method for describing complex biochemical systems, with the parts not only treated with different levels of theory, but computed with hybrid classical and quantum algorithms. Such strategies are critical if one wants to expand the focus to biochemical molecules that contain active regions that cannot be properly explained with traditional algorithms on classical computers. While we do not solve this problem here, we provide an overview of where the field is going to enable such problems to be tackled in the future.
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Affiliation(s)
- Hai-Ping Cheng
- Quantum Theory Project, Department of Physics, University of Florida, Gainesville, FL, United States
| | - Erik Deumens
- Quantum Theory Project, Department of Physics, University of Florida, Gainesville, FL, United States
| | - James K. Freericks
- Department of Physics, Georgetown University, Washington, DC, United States
| | - Chenglong Li
- Department of Medicinal Chemistry, University of Florida, Gainesville, FL, United States
| | - Beverly A. Sanders
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, United States
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Bavetsias V, Lanigan RM, Ruda GF, Atrash B, McLaughlin MG, Tumber A, Mok NY, Le Bihan YV, Dempster S, Boxall K, Jeganathan F, Hatch SB, Savitsky P, Velupillai S, Krojer T, England K, Sejberg J, Thai C, Donovan A, Pal A, Scozzafava G, Bennett J, Kawamura A, Johansson C, Szykowska A, Gileadi C, Burgess-Brown N, von Delft F, Oppermann U, Walters Z, Shipley J, Raynaud FI, Westaway SM, Prinjha RK, Fedorov O, Burke R, Schofield C, Westwood IM, Bountra C, Müller S, van Montfort RL, Brennan PE, Blagg J. 8-Substituted Pyrido[3,4-d]pyrimidin-4(3H)-one Derivatives As Potent, Cell Permeable, KDM4 (JMJD2) and KDM5 (JARID1) Histone Lysine Demethylase Inhibitors. J Med Chem 2016; 59:1388-409. [PMID: 26741168 PMCID: PMC4770324 DOI: 10.1021/acs.jmedchem.5b01635] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Indexed: 11/29/2022]
Abstract
We report the discovery of N-substituted 4-(pyridin-2-yl)thiazole-2-amine derivatives and their subsequent optimization, guided by structure-based design, to give 8-(1H-pyrazol-3-yl)pyrido[3,4-d]pyrimidin-4(3H)-ones, a series of potent JmjC histone N-methyl lysine demethylase (KDM) inhibitors which bind to Fe(II) in the active site. Substitution from C4 of the pyrazole moiety allows access to the histone peptide substrate binding site; incorporation of a conformationally constrained 4-phenylpiperidine linker gives derivatives such as 54j and 54k which demonstrate equipotent activity versus the KDM4 (JMJD2) and KDM5 (JARID1) subfamily demethylases, selectivity over representative exemplars of the KDM2, KDM3, and KDM6 subfamilies, cellular permeability in the Caco-2 assay, and, for 54k, inhibition of H3K9Me3 and H3K4Me3 demethylation in a cell-based assay.
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Affiliation(s)
- Vassilios Bavetsias
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Rachel M. Lanigan
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Gian Filippo Ruda
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Butrus Atrash
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Mark G. McLaughlin
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Anthony Tumber
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - N. Yi Mok
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Yann-Vaï Le Bihan
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Sally Dempster
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Katherine
J. Boxall
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Fiona Jeganathan
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Stephanie B. Hatch
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Pavel Savitsky
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Srikannathasan Velupillai
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Tobias Krojer
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Katherine
S. England
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Jimmy Sejberg
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Ching Thai
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Adam Donovan
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Akos Pal
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Giuseppe Scozzafava
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - James
M. Bennett
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Akane Kawamura
- Chemistry Research Laboratory, University of Oxford, Mansfield Road, Oxford OX1 3TA, U.K.
| | - Catrine Johansson
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Botnar Research
Centre, NIHR Oxford Biomedical Research
Unit, Oxford OX3 7LD, U.K.
| | - Aleksandra Szykowska
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Carina Gileadi
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Nicola
A. Burgess-Brown
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Frank von Delft
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Diamond Light Source (DLS), Harwell Science and Innovation Campus, Didcot OX11 0DE, U.K.
- Department of Biochemistry, University of Johannesburg, Auckland Park 2006, South Africa
| | - Udo Oppermann
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Botnar Research
Centre, NIHR Oxford Biomedical Research
Unit, Oxford OX3 7LD, U.K.
| | - Zoe Walters
- Divisions of Molecular Pathology and Cancer
Therapeutics, The Institute of Cancer Research, London SM2 5NG, U.K.
| | - Janet Shipley
- Divisions of Molecular Pathology and Cancer
Therapeutics, The Institute of Cancer Research, London SM2 5NG, U.K.
| | - Florence I. Raynaud
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Susan M. Westaway
- Epinova Discovery Performance Unit, Medicines
Research Centre, GlaxoSmithKline R&D, Stevenage SG1 2NY, U.K.
| | - Rab K. Prinjha
- Epinova Discovery Performance Unit, Medicines
Research Centre, GlaxoSmithKline R&D, Stevenage SG1 2NY, U.K.
| | - Oleg Fedorov
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Rosemary Burke
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | | | - Isaac M. Westwood
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Chas Bountra
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
| | - Susanne Müller
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Rob L.
M. van Montfort
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
| | - Paul E. Brennan
- Structural Genomics
Consortium (SGC), University of Oxford, ORCRB Roosevelt Drive, Oxford OX3 7DQ, U.K.
- Target Discovery Institute (TDI), Nuffield Department
of Medicine, University of Oxford, NDMRB Roosevelt Drive, Oxford OX3 7FZ, U.K.
| | - Julian Blagg
- Cancer
Research UK Cancer Therapeutics Unit, The
Institute of Cancer Research, 15 Cotswold Road, London SM2 5NG, U.K.
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