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Jankech T, Gerhardtova I, Majerova P, Piestansky J, Jampilek J, Kovac A. Derivatization of carboxylic groups prior to their LC analysis - A review. Anal Chim Acta 2024; 1300:342435. [PMID: 38521569 DOI: 10.1016/j.aca.2024.342435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 03/25/2024]
Abstract
Carboxylic acids (CAs) represent a large group of important molecules participating in various biologically significant processes. Analytical study of these compounds is typically performed by liquid chromatography (LC) combined with various types of detection. However, their analysis is often accompanied by a wide variety of problems depending on used separation system or detection method. The dominant ones are: i) poor chromatographic behavior of the CAs in reversed-phase LC; ii) absence of a chromophore (or fluorophore); iii) weak ionization in mass spectrometry (MS). To overcome these problems, targeted chemical modification, and derivatization, come into play. Therefore, derivatization still plays an important and, in many cases, irreplaceable role in sample preparation, and new derivatization methods of CAs are constantly being developed. The most commonly used type of reaction for CAs derivatization is amidation. In recent years, an increased interest in the isotopic labeling derivatization method has been observed. In this review, we comprehensively summarize the possibilities and actual trends in the derivatization of CAs that have been published over the past decade.
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Affiliation(s)
- Timotej Jankech
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, 845 10 Bratislava, Slovak Republic; Department of Analytical Chemistry, Faculty of Natural Sciences, Comenius University Bratislava, Ilkovicova 6, 842 15 Bratislava, Slovak Republic
| | - Ivana Gerhardtova
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, 845 10 Bratislava, Slovak Republic; Department of Analytical Chemistry, Faculty of Natural Sciences, Comenius University Bratislava, Ilkovicova 6, 842 15 Bratislava, Slovak Republic
| | - Petra Majerova
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, 845 10 Bratislava, Slovak Republic
| | - Juraj Piestansky
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, 845 10 Bratislava, Slovak Republic; Department of Galenic Pharmacy, Faculty of Pharmacy, Comenius University Bratislava, Odbojarov 10, 832 32 Bratislava, Slovak Republic
| | - Josef Jampilek
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, 845 10 Bratislava, Slovak Republic; Department of Analytical Chemistry, Faculty of Natural Sciences, Comenius University Bratislava, Ilkovicova 6, 842 15 Bratislava, Slovak Republic
| | - Andrej Kovac
- Institute of Neuroimmunology, Slovak Academy of Sciences, Dubravska cesta 9, 845 10 Bratislava, Slovak Republic.
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2
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Mosteiro L, Nguyen TTT, Hankeova S, Alvarez-Sierra D, Reichelt M, Vandriel SM, Lai Z, Choudhury FK, Sangaraju D, Kamath BM, Scherl A, Pujol-Borrell R, Piskol R, Siebel CW. Notch signaling in thyrocytes is essential for adult thyroid function and mammalian homeostasis. Nat Metab 2023; 5:2094-2110. [PMID: 38123718 DOI: 10.1038/s42255-023-00937-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 10/31/2023] [Indexed: 12/23/2023]
Abstract
The thyroid functions as an apex endocrine organ that controls growth, differentiation and metabolism1, and thyroid diseases comprise the most common endocrine disorders2. Nevertheless, high-resolution views of the cellular composition and signals that govern the thyroid have been lacking3,4. Here, we show that Notch signalling controls homeostasis and thermoregulation in adult mammals through a mitochondria-based mechanism in a subset of thyrocytes. We discover two thyrocyte subtypes in mouse and human thyroids, identified in single-cell analyses by different levels of metabolic activity and Notch signalling. Therapeutic antibody blockade of Notch in adult mice inhibits a thyrocyte-specific transcriptional program and induces thyrocyte defects due to decreased mitochondrial activity and ROS production. Thus, disrupting Notch signalling in adult mice causes hypothyroidism, characterized by reduced levels of circulating thyroid hormone and dysregulation of whole-body thermoregulation. Inducible genetic deletion of Notch1 and 2 in thyrocytes phenocopies this antibody-induced hypothyroidism, establishing a direct role for Notch in adult murine thyrocytes. We confirm that hypothyroidism is enriched in children with Alagille syndrome, a genetic disorder marked by Notch mutations, suggesting that these findings translate to humans.
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Grants
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
- NA Genentech (Genentech, Inc.)
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Affiliation(s)
- Lluc Mosteiro
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA.
| | - Thi Thu Thao Nguyen
- Department of Oncology Bioinformatics, Genentech, South San Francisco, CA, USA
| | - Simona Hankeova
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA
| | - Daniel Alvarez-Sierra
- Translational Immunology Group, Vall d'Hebron Institut de Recerca (VHIR), Campus Vall Hebron, Barcelona, Spain
- Department of Cell Biology, Physiology and Immunology, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Mike Reichelt
- Department of Research Pathology, Genentech, South San Francisco, CA, USA
| | - Shannon M Vandriel
- Division of Gastroenterology, Hepatology and Nutrition, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Zijuan Lai
- Department of Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA, USA
| | - Feroza K Choudhury
- Department of Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA, USA
| | - Dewakar Sangaraju
- Department of Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA, USA
| | - Binita M Kamath
- Division of Gastroenterology, Hepatology and Nutrition, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Alexis Scherl
- Department of Research Pathology, Genentech, South San Francisco, CA, USA
| | - Ricardo Pujol-Borrell
- Translational Immunology Group, Vall d'Hebron Institut de Recerca (VHIR), Campus Vall Hebron, Barcelona, Spain
- Department of Cell Biology, Physiology and Immunology, Universitat Autònoma de Barcelona, Bellaterra, Spain
- Vall Hebron Institute of Oncology (VHIO), Campus Vall Hebron, Barcelona, Spain
| | - Robert Piskol
- Department of Oncology Bioinformatics, Genentech, South San Francisco, CA, USA
| | - Christian W Siebel
- Department of Discovery Oncology, Genentech, South San Francisco, CA, USA.
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3
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Li C, Cheng K, Zhao Q, Jin L, Wang X, Liufu T, Zhao X, Li X, Wang X, Lyu J, Huang D, Li P, Chen XW, Wang Z, Hu X, Quan L, Chen Z. Diazo-carboxyl Click Derivatization Enables Sensitive Analysis of Carboxylic Acid Metabolites in Biosamples. Anal Chem 2023; 95:16976-16986. [PMID: 37943785 DOI: 10.1021/acs.analchem.3c03277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Carboxylic acids are central metabolites in bioenergetics, signal transduction, and post-translation protein regulation. However, the quantitative analysis of carboxylic acids as an indispensable part of metabolomics is prohibitively challenging, particularly in trace amounts of biosamples. Here we report a diazo-carboxyl/hydroxylamine-ketone double click derivatization method for the sensitive analysis of hydrophilic, low-molecular-weight carboxylic acids. In general, our method renders a 5- to 2000-fold higher response in mass spectrometry along with improved chromatographic separation. With this method, we presented the near-single-cell analysis of carboxylic acid metabolites in 10 mouse egg cells before and after fertilization. Malate, fumarate, and β-hydroxybutyrate were found to decrease after fertilization. We also monitored the isotope labeling kinetics of carboxylic acids inside adherent cells cultured in 96-well plates during drug treatment. Finally, we applied this method to plasma or serum samples (5 μL) collected from mice and humans under pathological and physiological conditions. The double click derivatization method paves a way toward single-cell metabolomics and bedside diagnostics.
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Affiliation(s)
- Cong Li
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Science, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Kunlun Cheng
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Qijin Zhao
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China
| | - Li Jin
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Xuelian Wang
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Tongling Liufu
- Department of Neurology, Peking University First Hospital, Beijing 100034, China
| | - Xutong Zhao
- Department of Neurology, Peking University First Hospital, Beijing 100034, China
| | - Xiaochuan Li
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Xiao Wang
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Jia Lyu
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Dong Huang
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Pingping Li
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100050, China
| | - Xiao-Wei Chen
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Science, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Zhaoxia Wang
- Department of Neurology, Peking University First Hospital, Beijing 100034, China
- Beijing Key Laboratory of Neurovascular Disease Discovery, Beijing 100034, China
| | - Xinli Hu
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Li Quan
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
| | - Zhixing Chen
- College of Future Technology, Institute of Molecular Medicine, Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Science, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
- National Biomedical Imaging Center, Beijing 100871, China
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4
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Afshar M, van Hall G. LC-MS/MS method for quantitative profiling of ketone bodies, α-keto acids, lactate, pyruvate and their stable isotopically labelled tracers in human plasma: An analytical panel for clinical metabolic kinetics and interactions. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1230:123906. [PMID: 37925904 DOI: 10.1016/j.jchromb.2023.123906] [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: 04/20/2023] [Revised: 08/31/2023] [Accepted: 10/17/2023] [Indexed: 11/07/2023]
Abstract
An important area within clinical research is in vivo metabolism of ketone bodies (β-hydroxybutyrate and acetoacetate) and in connection metabolites that may affect their production and/or cellular transport such as the keto-acids from the branched-chain amino acids, lactate and pyruvate. To determine in vivo metabolite turnover, availability of accurate and sensitive methods for analyzing the plasma concentrations of these metabolites and their stable isotopically labeled enrichments is mandatory. Therefore, the present study describes a high-performance liquid chromatography-tandem mass spectrometry (LC-MS/MS) method for simultaneous analysis of ketone bodies, α-keto acids, lactate, pyruvate, and their tracer enrichments in humans using 2 different derivatization techniques with 4-bromo-N-methylbenzylamine and O-benzylhydroxylamine as derivatization reagents, and 1-ethyl-3-dimethylaminopropyl carbodiimide as coupling compound followed by a single LC-MS/MS run. The method was validated for matrix effects, linearity, accuracy, precision, recovery, stability, and enrichment (ratio) analysis of a stable isotopically labelled analytes (tracers) continuously infused in humans divided by the unlabeled endogenous analyte (tracee) that makes it possible to quantify the analyte in vivo synthesis and degradation rates. The applied parallel derivatization procedure yielded good sensitivity for all analytes of interest and their tracers. Despite the double derivatization method, mixing the ethyl acetate portions at the final stage made it possible to simultaneously analyze all compounds in a single LC-MS/MS run. Moreover, the liquid chromatography method was optimized to robustly quantify the keto acids derived from leucine (α-keto-isocaproic acid) and isoleucine (α-keto-β-methylvaleric acid), the compounds with similar chemical structure and identical molecular weights. The presented method is designed and validated for human plasma. However, care should be taken in blood sampling and processing procedures as well as quick freezing and storage at -80 °C due to the instability of especially acetoacetate.
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Affiliation(s)
- Minoo Afshar
- Clinical Metabolomics Core Facility (CMCF), Clinical Biochemistry, Rigshospitalet, Copenhagen, Denmark
| | - Gerrit van Hall
- Clinical Metabolomics Core Facility (CMCF), Clinical Biochemistry, Rigshospitalet, Copenhagen, Denmark; Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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5
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Dankel SN, Kalleklev TL, Tungland SL, Stafsnes MH, Bruheim P, Aloysius TA, Lindquist C, Skorve J, Nygård OK, Madsen L, Bjørndal B, Sydnes MO, Berge RK. Changes in Plasma Pyruvate and TCA Cycle Metabolites upon Increased Hepatic Fatty Acid Oxidation and Ketogenesis in Male Wistar Rats. Int J Mol Sci 2023; 24:15536. [PMID: 37958519 PMCID: PMC10648824 DOI: 10.3390/ijms242115536] [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: 08/22/2023] [Revised: 10/06/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
Abstract
Altered hepatic mitochondrial fatty acid β-oxidation and associated tricarboxylic acid (TCA) cycle activity contributes to lifestyle-related diseases, and circulating biomarkers reflecting these changes could have disease prognostic value. This study aimed to determine hepatic and systemic changes in TCA-cycle-related metabolites upon the selective pharmacologic enhancement of mitochondrial fatty acid β-oxidation in the liver, and to elucidate the mechanisms and potential markers of hepatic mitochondrial activity. Male Wistar rats were treated with 3-thia fatty acids (e.g., tetradecylthioacetic acid (TTA)), which target mitochondrial biogenesis, mitochondrial fatty acid β-oxidation, and ketogenesis predominantly in the liver. Hepatic and plasma concentrations of TCA cycle intermediates and anaplerotic substrates (LC-MS/MS), plasma ketones (colorimetric assay), and acylcarnitines (HPLC-MS/MS), along with associated TCA-cycle-related gene expression (qPCR) and enzyme activities, were determined. TTA-induced hepatic fatty acid β-oxidation resulted in an increased ratio of plasma ketone bodies/nonesterified fatty acid (NEFA), lower plasma malonyl-CoA levels, and a higher ratio of plasma acetylcarnitine/palmitoylcarnitine (C2/C16). These changes were associated with decreased hepatic and increased plasma pyruvate concentrations, and increased plasma concentrations of succinate, malate, and 2-hydroxyglutarate. Expression of several genes encoding TCA cycle enzymes and the malate-oxoglutarate carrier (Slc25a11), glutamate dehydrogenase (Gdh), and malic enzyme (Mdh1 and Mdh2) were significantly increased. In conclusion, the induction of hepatic mitochondrial fatty acid β-oxidation by 3-thia fatty acids lowered hepatic pyruvate while increasing plasma pyruvate, as well as succinate, malate, and 2-hydroxyglutarate.
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Affiliation(s)
- Simon Nitter Dankel
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
| | - Tine-Lise Kalleklev
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
| | - Siri Lunde Tungland
- Department of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, N-4021 Stavanger, Norway (M.O.S.)
| | - Marit Hallvardsdotter Stafsnes
- Department of Biotechnology and Food Science, NTNU Norwegian University of Science and Technology, N-7491 Trondheim, Norway (P.B.)
| | - Per Bruheim
- Department of Biotechnology and Food Science, NTNU Norwegian University of Science and Technology, N-7491 Trondheim, Norway (P.B.)
| | - Thomas Aquinas Aloysius
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
| | - Carine Lindquist
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
| | - Jon Skorve
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
| | - Ottar Kjell Nygård
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
- Department of Heart Disease, Haukeland University Hospital, N-5021 Bergen, Norway
| | - Lise Madsen
- Department of Clinical Medicine, University of Bergen, N-5021 Bergen, Norway;
| | - Bodil Bjørndal
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
- Department of Sports, Food and Natural Sciences, Western Norway University of Applied Sciences, N-5020 Bergen, Norway
| | - Magne Olav Sydnes
- Department of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, N-4021 Stavanger, Norway (M.O.S.)
| | - Rolf Kristian Berge
- Department of Clinical Science, University of Bergen, N-5021 Bergen, Norway (T.A.A.); (J.S.); (O.K.N.); (B.B.)
- Department of Heart Disease, Haukeland University Hospital, N-5021 Bergen, Norway
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6
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Shee S, Veetil RT, Mohanraj K, Das M, Malhotra N, Bandopadhyay D, Beig H, Birua S, Niphadkar S, Nagarajan SN, Sinha VK, Thakur C, Rajmani RS, Chandra N, Laxman S, Singh M, Samal A, Seshasayee AN, Singh A. Biosensor-integrated transposon mutagenesis reveals rv0158 as a coordinator of redox homeostasis in Mycobacterium tuberculosis. eLife 2023; 12:e80218. [PMID: 37642294 PMCID: PMC10501769 DOI: 10.7554/elife.80218] [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: 05/12/2022] [Accepted: 08/25/2023] [Indexed: 08/31/2023] Open
Abstract
Mycobacterium tuberculosis (Mtb) is evolutionarily equipped to resist exogenous reactive oxygen species (ROS) but shows vulnerability to an increase in endogenous ROS (eROS). Since eROS is an unavoidable consequence of aerobic metabolism, understanding how Mtb manages eROS levels is essential yet needs to be characterized. By combining the Mrx1-roGFP2 redox biosensor with transposon mutagenesis, we identified 368 genes (redoxosome) responsible for maintaining homeostatic levels of eROS in Mtb. Integrating redoxosome with a global network of transcriptional regulators revealed a hypothetical protein (Rv0158) as a critical node managing eROS in Mtb. Disruption of rv0158 (rv0158 KO) impaired growth, redox balance, respiration, and metabolism of Mtb on glucose but not on fatty acids. Importantly, rv0158 KO exhibited enhanced growth on propionate, and the Rv0158 protein directly binds to methylmalonyl-CoA, a key intermediate in propionate catabolism. Metabolite profiling, ChIP-Seq, and gene-expression analyses indicate that Rv0158 manages metabolic neutralization of propionate toxicity by regulating the methylcitrate cycle. Disruption of rv0158 enhanced the sensitivity of Mtb to oxidative stress, nitric oxide, and anti-TB drugs. Lastly, rv0158 KO showed poor survival in macrophages and persistence defect in mice. Our results suggest that Rv0158 is a metabolic integrator for carbon metabolism and redox balance in Mtb.
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Affiliation(s)
- Somnath Shee
- Department of Microbiology and Cell Biology, Indian Institute of Science BangaloreBangaloreIndia
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
| | | | - Karthikeyan Mohanraj
- The Institute of Mathematical Sciences, A CI of Homi Bhabha National InstituteChennaiIndia
| | - Mayashree Das
- Department of Microbiology and Cell Biology, Indian Institute of Science BangaloreBangaloreIndia
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
| | | | | | - Hussain Beig
- Department of Microbiology and Cell Biology, Indian Institute of Science BangaloreBangaloreIndia
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
| | - Shalini Birua
- Department of Microbiology and Cell Biology, Indian Institute of Science BangaloreBangaloreIndia
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
| | - Shreyas Niphadkar
- Institute for Stem Cell Science and Regenerative MedicineBangaloreIndia
| | - Sathya Narayanan Nagarajan
- Department of Microbiology and Cell Biology, Indian Institute of Science BangaloreBangaloreIndia
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
| | - Vikrant Kumar Sinha
- Molecular Biophysics Unit, Indian Institute of Science BangaloreBangaloreIndia
| | - Chandrani Thakur
- Department of Biochemistry, Indian Institute of Science BangaloreBangaloreIndia
| | - Raju S Rajmani
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
| | - Nagasuma Chandra
- Department of Biochemistry, Indian Institute of Science BangaloreBangaloreIndia
| | - Sunil Laxman
- Institute for Stem Cell Science and Regenerative MedicineBangaloreIndia
| | - Mahavir Singh
- Molecular Biophysics Unit, Indian Institute of Science BangaloreBangaloreIndia
| | - Areejit Samal
- The Institute of Mathematical Sciences, A CI of Homi Bhabha National InstituteChennaiIndia
| | | | - Amit Singh
- Department of Microbiology and Cell Biology, Indian Institute of Science BangaloreBangaloreIndia
- Centre for Infectious Disease Research, Indian Institute of Science BangaloreKarnatakaIndia
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7
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Forde AJ, Kolter J, Zwicky P, Baasch S, Lohrmann F, Eckert M, Gres V, Lagies S, Gorka O, Rambold AS, Buescher JM, Kammerer B, Lachmann N, Prinz M, Groß O, Pearce EJ, Becher B, Henneke P. Metabolic rewiring tunes dermal macrophages in staphylococcal skin infection. Sci Immunol 2023; 8:eadg3517. [PMID: 37566679 DOI: 10.1126/sciimmunol.adg3517] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 07/19/2023] [Indexed: 08/13/2023]
Abstract
The skin needs to balance tolerance of colonizing microflora with rapid detection of potential pathogens. Flexible response mechanisms would seem most suitable to accommodate the dynamic challenges of effective antimicrobial defense and restoration of tissue homeostasis. Here, we dissected macrophage-intrinsic mechanisms and microenvironmental cues that tune macrophage signaling in localized skin infection with the colonizing and opportunistic pathogen Staphylococcus aureus. Early in skin infection, the cytokine granulocyte-macrophage colony-stimulating factor (GM-CSF) produced by γδ T cells and hypoxic conditions within the dermal microenvironment diverted macrophages away from a homeostatic M-CSF- and hypoxia-inducible factor 1α (HIF-1α)-dependent program. This allowed macrophages to be metabolically rewired for maximal inflammatory activity, which requires expression of Irg1 and generation of itaconate, but not HIF-1α. This multifactorial macrophage rewiring program was required for both the timely clearance of bacteria and for the provision of local immune memory. These findings indicate that immunometabolic conditioning allows dermal macrophages to cycle between antimicrobial activity and protection against secondary infections.
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Affiliation(s)
- Aaron James Forde
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
| | - Julia Kolter
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Pascale Zwicky
- Institute of Experimental Immunology, University of Zurich, CH-8057 Zurich, Switzerland
| | - Sebastian Baasch
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Florens Lohrmann
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Spemann Graduate School of Biology and Medicine, University of Freiburg, 79104 Freiburg, Germany
- Center for Pediatrics and Adolescent Medicine, University Medical Center, 79106 Freiburg, Germany
| | - Marleen Eckert
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
| | - Vitka Gres
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
| | - Simon Lagies
- Spemann Graduate School of Biology and Medicine, University of Freiburg, 79104 Freiburg, Germany
- 1 Core Competence Metabolomics, Institute of Organic Chemistry, University of Freiburg, 79104 Freiburg, Germany
| | - Oliver Gorka
- Institute of Neuropathology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Angelika S Rambold
- Department of Developmental Immunology, Max-Planck-Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Joerg M Buescher
- Department of Immunometabolism, Max-Planck-Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Bernd Kammerer
- Spemann Graduate School of Biology and Medicine, University of Freiburg, 79104 Freiburg, Germany
- 1 Core Competence Metabolomics, Institute of Organic Chemistry, University of Freiburg, 79104 Freiburg, Germany
- Signalling Research Centre's BIOSS and CIBSS, University of Freiburg, 79104 Freiburg, Germany
| | - Nico Lachmann
- Department of Pediatric Pneumology, Allergology and Neonatology and Cluster of Excellence RESIST (EXC 2155), Hannover Medical School, 30625 Hannover, Germany
| | - Marco Prinz
- Institute of Neuropathology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Signalling Research Centre's BIOSS and CIBSS, University of Freiburg, 79104 Freiburg, Germany
- Center for Basics in NeuroModulation (NeuroModulBasics), Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- CIBSS-Center for Integrative Biological Signaling Studies, University of Freiburg, 79104 Freiburg, Germany
| | - Olaf Groß
- Institute of Neuropathology, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Signalling Research Centre's BIOSS and CIBSS, University of Freiburg, 79104 Freiburg, Germany
- Center for Basics in NeuroModulation (NeuroModulBasics), Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- CIBSS-Center for Integrative Biological Signaling Studies, University of Freiburg, 79104 Freiburg, Germany
| | - Edward J Pearce
- Department of Immunometabolism, Max-Planck-Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, CH-8057 Zurich, Switzerland
| | - Philipp Henneke
- Institute for Immunodeficiency, Center for Chronic Immunodeficiency, Medical Center and Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Center for Pediatrics and Adolescent Medicine, University Medical Center, 79106 Freiburg, Germany
- CIBSS-Center for Integrative Biological Signaling Studies, University of Freiburg, 79104 Freiburg, Germany
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8
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Chen J, Yue F, Kim KH, Zhu P, Qiu J, Tao WA, Kuang S. FAM210A mediates an inter-organelle crosstalk essential for protein synthesis and muscle growth in mouse. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.03.551853. [PMID: 37577696 PMCID: PMC10418219 DOI: 10.1101/2023.08.03.551853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Mitochondria are not only essential for energy production in eukaryocytes but also a key regulator of intracellular signaling. Here, we report an unappreciated role of mitochondria in regulating cytosolic protein translation in skeletal muscle cells (myofibers). We show that the expression of mitochondrial protein FAM210A (Family With Sequence Similarity 210 Member A) is positively associated with muscle mass in mice and humans. Muscle-specific Myl1Cre-driven Fam210a knockout (Fam210aMKO) in mice reduces mitochondrial density and function, leading to progressive muscle atrophy and premature death. Metabolomic and biochemical analyses reveal that Fam210aMKO reverses the oxidative TCA cycle towards the reductive direction, resulting in acetyl-CoA accumulation and hyperacetylation of cytosolic proteins. Specifically, hyperacetylation of several ribosomal proteins leads to disassembly of ribosomes and translational defects. Transplantation of Fam210aMKO mitochondria into wildtype myoblasts is sufficient to elevate protein acetylation in recipient cells. These findings reveal a novel crosstalk between the mitochondrion and ribosome mediated by FAM210A.
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Affiliation(s)
- Jingjuan Chen
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Feng Yue
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
- Department of Animal Sciences, University of Florida, Gainesville, FL 32611, USA
| | - Kun Ho Kim
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Peipei Zhu
- Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Jiamin Qiu
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - W. Andy Tao
- Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
- Purdue Institute for Cancer Research, West Lafayette, IN 47907, USA
| | - Shihuan Kuang
- Department of Animal Sciences, Purdue University, West Lafayette, IN 47907, USA
- Purdue Institute for Cancer Research, West Lafayette, IN 47907, USA
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9
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Korte P, Unzner A, Damm T, Berger S, Krischke M, Mueller MJ. High triacylglycerol turnover is required for efficient opening of stomata during heat stress in Arabidopsis. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2023. [PMID: 36976526 DOI: 10.1111/tpj.16210] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 02/04/2023] [Accepted: 03/20/2023] [Indexed: 06/18/2023]
Abstract
Heat stress triggers the accumulation of triacylglycerols in Arabidopsis leaves, which increases basal thermotolerance. However, how triacylglycerol synthesis is linked to thermotolerance remains unclear and the mechanisms involved remain to be elucidated. It has been shown that triacylglycerol and starch degradation are required to provide energy for stomatal opening induced by blue light at dawn. To investigate whether triacylglycerol turnover is involved in heat-induced stomatal opening during the day, we performed feeding experiments with labeled fatty acids. Heat stress strongly induced both triacylglycerol synthesis and degradation to channel fatty acids destined for peroxisomal ß-oxidation through the triacylglycerol pool. Analysis of mutants defective in triacylglycerol synthesis or peroxisomal fatty acid uptake revealed that triacylglycerol turnover and fatty acid catabolism are required for heat-induced stomatal opening in illuminated leaves. We show that triacylglycerol turnover is continuous (1.2 mol% per min) in illuminated leaves even at 22°C. The ß-oxidation of triacylglycerol-derived fatty acids generates C2 carbon units that are channeled into the tricarboxylic acid pathway in the light. In addition, carbohydrate catabolism is required to provide oxaloacetate as an acceptor for peroxisomal acetyl-CoA and maintain the tricarboxylic acid pathway for energy and amino acid production during the day.
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Affiliation(s)
- Pamela Korte
- Department of Pharmaceutical Biology, Julius-von-Sachs-Institute of Biosciences, Biocenter, University of Wuerzburg, D-97082, Wuerzburg, Germany
| | - Amelie Unzner
- Department of Pharmaceutical Biology, Julius-von-Sachs-Institute of Biosciences, Biocenter, University of Wuerzburg, D-97082, Wuerzburg, Germany
| | - Theresa Damm
- Department of Pharmaceutical Biology, Julius-von-Sachs-Institute of Biosciences, Biocenter, University of Wuerzburg, D-97082, Wuerzburg, Germany
| | - Susanne Berger
- Department of Pharmaceutical Biology, Julius-von-Sachs-Institute of Biosciences, Biocenter, University of Wuerzburg, D-97082, Wuerzburg, Germany
| | - Markus Krischke
- Department of Pharmaceutical Biology, Julius-von-Sachs-Institute of Biosciences, Biocenter, University of Wuerzburg, D-97082, Wuerzburg, Germany
| | - Martin J Mueller
- Department of Pharmaceutical Biology, Julius-von-Sachs-Institute of Biosciences, Biocenter, University of Wuerzburg, D-97082, Wuerzburg, Germany
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10
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Li W, Huo J, Berik E, Wu W, Hou J, Long H, Lei M, Li Z, Zhang Z, Wu W. Determination of the intermediates in glycolysis and tricarboxylic acid cycle with an improved derivatization strategy using gas chromatography-mass spectrometry in complex samples. J Chromatogr A 2023; 1692:463856. [PMID: 36803770 DOI: 10.1016/j.chroma.2023.463856] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 01/29/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023]
Abstract
Traditional Chinese medicine (TCM) is recognized as a complex matrix, and improved analytical methods are crucial to extract the key indicators and depict the interaction and alteration of the complex matrix. Shenqi Fuzheng Injection (SQ), a water extract of Radix Codonopsis and Radix Astragali, has demonstrated preventative effects on myotube atrophy induced by chemotherapeutic agents. To achieve the improved analytical capability of complex biological samples, we established a highly reproducible, sensitive, specific, and robust gas chromatography-tandem mass spectrometry (GC-MS) method to detect glycolysis and tricarboxylic acid (TCA) cycle intermediates with optimized factors in the extraction and derivatization process. Our method detected fifteen metabolites and covered most intermediate metabolites in glycolysis and TCA cycles, including glucose, glucose-6-phosphate, fructose-6-phosphate, dihydroxyacetone phosphate, 3-diphosphoglycerate, phosphoenolpyruvate, pyruvate, lactate, citrate, cis-aconitate, isocitrate, α-ketoglutarate, succinate, fumarate, and malate. Through methodological verification of the method, it was found that the linear correlation coefficients of each compound in the method were greater than 0.98, all of which had lower limits of quantification, the recovery rate was 84.94-104.45%, and the accuracy was 77.72-104.92%. The intraday precision was 3.72-15.37%, the interday precision was 5.00-18.02%, and the stability was 7.85-15.51%. Therefore, the method has good linearity, accuracy, precision, and stability. The method was further applied to study the attenuating effects of the SQ in a chemotherapeutic agents-induced C2C12 myotube atrophy model to evaluate the changes in the tricarboxylic acid cycle and glycolytic products under the action by the complex systems of TCM and disease model. Our study provided an improved method to explore TCM's pharmacodynamic constituents and action mechanisms.
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Affiliation(s)
- Wei Li
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jiangyan Huo
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Entezar Berik
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; Beijing Key Lab of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing 100069, China
| | - Wenyong Wu
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210029, China
| | - Jinjun Hou
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Huali Long
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Min Lei
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhaoxia Li
- Beijing Key Lab of TCM Collateral Disease Theory Research, School of Traditional Chinese Medicine, Capital Medical University, Beijing 100069, China.
| | - Zijia Zhang
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China.
| | - Wanying Wu
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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11
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McKay MJ, Castaneda M, Catania S, Charles KA, Shanahan E, Clarke SJ, Engel A, Varelis P, Molloy MP. Quantification of short-chain fatty acids in human stool samples by LC-MS/MS following derivatization with aniline analogues. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1217:123618. [PMID: 36731355 DOI: 10.1016/j.jchromb.2023.123618] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 09/28/2022] [Accepted: 01/23/2023] [Indexed: 01/29/2023]
Abstract
The gut microbiome produces a range of short chain fatty acids (SCFA) crucially linked with diet and nutrition, metabolism, gastrointestinal health and homeostasis. SCFA are primarily measured using gas or liquid chromatography-mass spectrometry (LC/MS) after undergoing chemical derivatization. Here we assess the merits of a derivatization protocol using aniline and two aniline analogues (3-phenoxyaniline and 4-(benzyloxy)aniline) for the targeted LC-MS/MS quantification of nine SCFA (acetic, propionic, butyric, valeric, caproic acid, isobutyric, isovaleric, 2-methylbutyric, and 2-ethylbutyric acid). Evaluation of product ion spectra and optimization of MS detection conditions, provided superior detection sensitivity for 3-phenoxyaniline and 4-(benzyloxy)aniline compared to aniline. We developed a facile SCFA derivatization method using 3-phenoxyaniline under mild reaction conditions which allows for the simultaneous quantification of these SCFA in human stool samples in under eleven minutes using multiple reaction monitoring LC-MS/MS. The method was successfully validated and demonstrates intra- and inter-day accuracy (88.5-103% and 86.0-109%) and precision (CV of 0.55-7.00% and 0.33-9.55%) with recoveries (80.1-87.2% for LLOQ, 88.5-93.0% for ULOQ) and carry-over of (2.68-17.9%). Selectivity, stability and matrix effects were also assessed and satisfied validation criteria. Method applicability was demonstrated by analysing SCFA profiles in DNA-stabilized human stool samples from newly diagnosed colorectal cancer patients prior to surgery. The development of this improved method and its compatibility to measure SCFAs from DNA-stabilized stool will facilitate studies investigating the gut microbiome in health and disease.
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Affiliation(s)
- Matthew J McKay
- Bowel Cancer and Biomarker Laboratory, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
| | - Miguel Castaneda
- Bowel Cancer and Biomarker Laboratory, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
| | - Sarah Catania
- Shimadzu Scientific Instruments Australia, Unit F, 10-16 South Street, Rydalmere 2116, New South Wales, Australia
| | - Kellie A Charles
- Sydney Pharmacy School, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
| | - Erin Shanahan
- School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Sydney 2006, Australia
| | - Stephen J Clarke
- Department of Medical Oncology, Royal North Shore Hospital, St. Leonards, 2065 Australia; Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
| | - Alexander Engel
- Colorectal Surgical Unit, Royal North Shore Hospital, St. Leonards, 2065 Australia; Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
| | - Peter Varelis
- Shimadzu Scientific Instruments Australia, Unit F, 10-16 South Street, Rydalmere 2116, New South Wales, Australia
| | - Mark P Molloy
- Bowel Cancer and Biomarker Laboratory, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia.
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12
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Thomas D, Wu M, Nakauchi Y, Zheng M, Thompson-Peach CA, Lim K, Landberg N, Köhnke T, Robinson N, Kaur S, Kutyna M, Stafford M, Hiwase D, Reinisch A, Peltz G, Majeti R. Dysregulated Lipid Synthesis by Oncogenic IDH1 Mutation Is a Targetable Synthetic Lethal Vulnerability. Cancer Discov 2023; 13:496-515. [PMID: 36355448 PMCID: PMC9900324 DOI: 10.1158/2159-8290.cd-21-0218] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 09/18/2022] [Accepted: 11/08/2022] [Indexed: 11/12/2022]
Abstract
Isocitrate dehydrogenase 1 and 2 (IDH) are mutated in multiple cancers and drive production of (R)-2-hydroxyglutarate (2HG). We identified a lipid synthesis enzyme [acetyl CoA carboxylase 1 (ACC1)] as a synthetic lethal target in mutant IDH1 (mIDH1), but not mIDH2, cancers. Here, we analyzed the metabolome of primary acute myeloid leukemia (AML) blasts and identified an mIDH1-specific reduction in fatty acids. mIDH1 also induced a switch to b-oxidation indicating reprogramming of metabolism toward a reliance on fatty acids. Compared with mIDH2, mIDH1 AML displayed depletion of NADPH with defective reductive carboxylation that was not rescued by the mIDH1-specific inhibitor ivosidenib. In xenograft models, a lipid-free diet markedly slowed the growth of mIDH1 AML, but not healthy CD34+ hematopoietic stem/progenitor cells or mIDH2 AML. Genetic and pharmacologic targeting of ACC1 resulted in the growth inhibition of mIDH1 cancers not reversible by ivosidenib. Critically, the pharmacologic targeting of ACC1 improved the sensitivity of mIDH1 AML to venetoclax. SIGNIFICANCE Oncogenic mutations in both IDH1 and IDH2 produce 2-hydroxyglutarate and are generally considered equivalent in terms of pathogenesis and targeting. Using comprehensive metabolomic analysis, we demonstrate unexpected metabolic differences in fatty acid metabolism between mutant IDH1 and IDH2 in patient samples with targetable metabolic interventions. See related commentary by Robinson and Levine, p. 266. This article is highlighted in the In This Issue feature, p. 247.
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Affiliation(s)
- Daniel Thomas
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
- Adelaide Medical School, University of Adelaide, South Australia and Precision Medicine, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Manhong Wu
- Department of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Yusuke Nakauchi
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Ming Zheng
- Department of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Chloe A.L. Thompson-Peach
- Adelaide Medical School, University of Adelaide, South Australia and Precision Medicine, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Kelly Lim
- Adelaide Medical School, University of Adelaide, South Australia and Precision Medicine, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Niklas Landberg
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Thomas Köhnke
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Nirmal Robinson
- Centre for Cancer Biology, University of South Australia, South Australia, Australia
| | - Satinder Kaur
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Monika Kutyna
- Adelaide Medical School, University of Adelaide, South Australia and Precision Medicine, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Melissa Stafford
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Devendra Hiwase
- Adelaide Medical School, University of Adelaide, South Australia and Precision Medicine, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Andreas Reinisch
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
- Division of Hematology and Department of Blood Group Serology and Transfusion Medicine, Medical University of Graz, Graz, Austria
| | - Gary Peltz
- Department of Anesthesiology, Pain and Perioperative Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Cancer Institute, and Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, California
- Corresponding Author: Ravindra Majeti, Department of Medicine, Division of Hematology, Stanford Institute for Stem Cell Biology and Regenerative Medicine, Lokey Stem Cell Building, 265 Campus Drive, Stanford, CA 94305. Phone: 650-721-6376; Fax: 650-736-2961; E-mail:
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13
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Zhang L, Li N, Chen S, Bian X, Farag MA, Ge Y, Xiao J, Wu JL. Carboxyl-containing compounds in food: Category, functions, and analysis with chemical derivatization-based LC-MS. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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14
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Sowers ML, Tang H, Singh VK, Khan A, Mishra A, Restrepo BI, Jagannath C, Zhang K. Multi-OMICs analysis reveals metabolic and epigenetic changes associated with macrophage polarization. J Biol Chem 2022; 298:102418. [PMID: 36030823 PMCID: PMC9525912 DOI: 10.1016/j.jbc.2022.102418] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 08/20/2022] [Accepted: 08/22/2022] [Indexed: 12/04/2022] Open
Abstract
Macrophages (MФ) are an essential immune cell for defense and repair that travel to different tissues and adapt based on local stimuli. A critical factor that may govern their polarization is the crosstalk between metabolism and epigenetics. However, simultaneous measurements of metabolites, epigenetics, and proteins (phenotype) have been a major technical challenge. To address this, we have developed a novel triomics approach using mass spectrometry to comprehensively analyze metabolites, proteins, and histone modifications in a single sample. To demonstrate this technique, we investigated the metabolic-epigenetic-phenotype axis following polarization of human blood–derived monocytes into either ‘proinflammatory M1-’ or ‘anti-inflammatory M2-’ MФs. We report here a complex relationship between arginine, tryptophan, glucose, and the citric acid cycle metabolism, protein and histone post-translational modifications, and human macrophage polarization that was previously not described. Surprisingly, M1-MФs had globally reduced histone acetylation levels but high levels of acetylated amino acids. This suggests acetyl-CoA was diverted, in part, toward acetylated amino acids. Consistent with this, stable isotope tracing of glucose revealed reduced usage of acetyl-CoA for histone acetylation in M1-MФs. Furthermore, isotope tracing also revealed MФs uncoupled glycolysis from the tricarboxylic acid cycle, as evidenced by poor isotope enrichment of succinate. M2-MФs had high levels of kynurenine and serotonin, which are reported to have immune-suppressive effects. Kynurenine is upstream of de novo NAD+ metabolism that is a necessary cofactor for Sirtuin-type histone deacetylases. Taken together, we demonstrate a complex interplay between metabolism and epigenetics that may ultimately influence cell phenotype.
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Affiliation(s)
- Mark L Sowers
- Dept. of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX
| | - Hui Tang
- Dept. of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX
| | - Vipul K Singh
- Dept. of Pathology and Genomic Medicine, Center for Molecular and Translational Human Infectious Diseases Research Houston Methodist Research Institute, Weill-Cornell Medicine, Houston, TX
| | - Arshad Khan
- Dept. of Pathology and Genomic Medicine, Center for Molecular and Translational Human Infectious Diseases Research Houston Methodist Research Institute, Weill-Cornell Medicine, Houston, TX
| | - Abhishek Mishra
- Dept. of Pathology and Genomic Medicine, Center for Molecular and Translational Human Infectious Diseases Research Houston Methodist Research Institute, Weill-Cornell Medicine, Houston, TX
| | | | - Chinnaswamy Jagannath
- Dept. of Pathology and Genomic Medicine, Center for Molecular and Translational Human Infectious Diseases Research Houston Methodist Research Institute, Weill-Cornell Medicine, Houston, TX.
| | - Kangling Zhang
- Dept. of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, TX.
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15
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Kawasue S, Sakaguchi Y, Koga R, Yoshida H, Nohta H. A Pyridinium Derivatization Reagent for Highly Sensitive Detection of Poly(carboxylic acid)s Using Liquid Chromatography-Electrospray Ionization-Tandem Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:1492-1498. [PMID: 35763617 DOI: 10.1021/jasms.2c00086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Short-chain fatty acids are difficult to analyze with high sensitivity using liquid chromatography-electrospray ionization-mass spectrometry (LC-ESI-MS) owing to the high polarity of their carboxyl groups. Various derivatization methods have been developed; however, most are effective only for monocarboxylic acids and not for those having multiple carboxyl groups. Therefore, we successfully attempted to synthesize a derivatization reagent that could analyze both mono- and poly(carboxylic acid)s with high sensitivity. We optimized our derivatization reagent by modifying the structure of the reaction site, hydrophobicity of the derivatized compound, and linker structure connecting the reaction site to the permanently charged substructure. The reactivity toward carboxyl groups was improved by employing a piperidine moiety as the reaction site, and the ESI efficiency was improved by the highly hydrophobic and permanently charged triphenylpyridinium group. Furthermore, the incorporation of an alkyl linker enabled polylabeling. When the optimized reagent was applied to mono-, di-, tri-, and tetracarboxylic acids, the ESI efficiency increased with polylabeling; thus, our derivatization reagent outperforms existing derivatization methods and enables the analysis of poly(carboxylic acid)s with high sensitivity. Since this derivatization reagent can be applied to most carboxyl-containing compounds, it can be widely used for lipidomics, proteomics, and metabolomics.
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Affiliation(s)
- Shimba Kawasue
- Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1 Nanakuma Johnan, Fukuoka 814-0180 Japan
| | - Yohei Sakaguchi
- Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1 Nanakuma Johnan, Fukuoka 814-0180 Japan
| | - Reiko Koga
- Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1 Nanakuma Johnan, Fukuoka 814-0180 Japan
| | - Hideyuki Yoshida
- Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1 Nanakuma Johnan, Fukuoka 814-0180 Japan
| | - Hitoshi Nohta
- Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1 Nanakuma Johnan, Fukuoka 814-0180 Japan
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16
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Peng MZ, Shao YX, Li XZ, Zhang KD, Cai YN, Lin YT, Jiang MY, Liu ZC, Su XY, Zhang W, Jiang XL, Liu L. Mitochondrial FAD shortage in SLC25A32 deficiency affects folate-mediated one-carbon metabolism. Cell Mol Life Sci 2022; 79:375. [PMID: 35727412 PMCID: PMC11072207 DOI: 10.1007/s00018-022-04404-0] [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: 02/21/2022] [Revised: 05/06/2022] [Accepted: 05/27/2022] [Indexed: 11/03/2022]
Abstract
The SLC25A32 dysfunction is associated with neural tube defects (NTDs) and exercise intolerance, but very little is known about disease-specific mechanisms due to a paucity of animal models. Here, we generated homozygous (Slc25a32Y174C/Y174C and Slc25a32K235R/K235R) and compound heterozygous (Slc25a32Y174C/K235R) knock-in mice by mimicking the missense mutations identified from our patient. A homozygous knock-out (Slc25a32-/-) mouse was also generated. The Slc25a32K235R/K235R and Slc25a32Y174C/K235R mice presented with mild motor impairment and recapitulated the biochemical disturbances of the patient. While Slc25a32-/- mice die in utero with NTDs. None of the Slc25a32 mutations hindered the mitochondrial uptake of folate. Instead, the mitochondrial uptake of flavin adenine dinucleotide (FAD) was specifically blocked by Slc25a32Y174C/K235R, Slc25a32K235R/K235R, and Slc25a32-/- mutations. A positive correlation between SLC25A32 dysfunction and flavoenzyme deficiency was observed. Besides the flavoenzymes involved in fatty acid β-oxidation and amino acid metabolism being impaired, Slc25a32-/- embryos also had a subunit of glycine cleavage system-dihydrolipoamide dehydrogenase damaged, resulting in glycine accumulation and glycine derived-formate reduction, which further disturbed folate-mediated one-carbon metabolism, leading to 5-methyltetrahydrofolate shortage and other folate intermediates accumulation. Maternal formate supplementation increased the 5-methyltetrahydrofolate levels and ameliorated the NTDs in Slc25a32-/- embryos. The Slc25a32K235R/K235R and Slc25a32Y174C/K235R mice had no glycine accumulation, but had another formate donor-dimethylglycine accumulated and formate deficiency. Meanwhile, they suffered from the absence of all folate intermediates in mitochondria. Formate supplementation increased the folate amounts, but this effect was not restricted to the Slc25a32 mutant mice only. In summary, we established novel animal models, which enabled us to understand the function of SLC25A32 better and to elucidate the role of SLC25A32 dysfunction in human disease development and progression.
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Affiliation(s)
- Min-Zhi Peng
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Yong-Xian Shao
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Xiu-Zhen Li
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Kang-Di Zhang
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Yan-Na Cai
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Yun-Ting Lin
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Min-Yan Jiang
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Zong-Cai Liu
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Xue-Ying Su
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China
| | - Wen Zhang
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China.
| | - Xiao-Ling Jiang
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China.
| | - Li Liu
- Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, the Affiliated Hospital of Guangzhou Medical University, 9 Jinsui Road, Guangzhou, China.
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17
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Murray M, Coughlan MT, Gibbon A, Kumar V, Marques FZ, Selby-Pham S, Snelson M, Tsyganov K, Williamson G, Woodruff TM, Wu T, Bennett LE. Reduced Growth, Altered Gut Microbiome and Metabolite Profile, and Increased Chronic Kidney Disease Risk in Young Pigs Consuming a Diet Containing Highly Resistant Protein. Front Nutr 2022; 9:816749. [PMID: 35399679 PMCID: PMC8988180 DOI: 10.3389/fnut.2022.816749] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/24/2022] [Indexed: 01/04/2023] Open
Abstract
High-heat processed foods contain proteins that are partially resistant to enzymatic digestion and pass through to the colon. The fermentation of resistant proteins by gut microbes produces products that may contribute to chronic disease risk. This pilot study examined the effects of a resistant protein diet on growth, fecal microbiome, protein fermentation metabolites, and the biomarkers of health status in pigs as a model of human digestion and metabolism. Weanling pigs were fed with standard or resistant protein diets for 4 weeks. The resistant protein, approximately half as digestible as the standard protein, was designed to enter the colon for microbial fermentation. Fecal and blood samples were collected to assess the microbiome and circulating metabolites and biomarkers. The resistant protein diet group consumed less feed and grew to ~50% of the body mass of the standard diet group. The diets had unique effects on the fecal microbiome, as demonstrated by clustering in the principal coordinate analysis. There were 121 taxa that were significantly different between groups (adjusted-p < 0.05). Compared with control, plasma tri-methylamine-N-oxide, homocysteine, neopterin, and tyrosine were increased and plasma acetic acid was lowered following the resistant protein diet (all p < 0.05). Compared with control, estimated glomerular filtration rate (p < 0.01) and liver function marker aspartate aminotransferase (p < 0.05) were also lower following the resistant protein diet. A resistant protein diet shifted the composition of the fecal microbiome. The microbial fermentation of resistant protein affected the levels of circulating metabolites and the biomarkers of health status toward a profile indicative of increased inflammation and the risk of chronic kidney disease.
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Affiliation(s)
- Margaret Murray
- School of Chemistry, Monash University, Clayton, VIC, Australia
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, VIC, Australia
| | - Melinda T. Coughlan
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Anne Gibbon
- Monash Animal Research Platform, Monash University, Churchill, VIC, Australia
| | - Vinod Kumar
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Francine Z. Marques
- Hypertension Research Laboratory, School of Biological Sciences, Monash University, Clayton, VIC, Australia
- Heart Failure Research Group, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | | | - Matthew Snelson
- Department of Diabetes, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Kirill Tsyganov
- Hypertension Research Laboratory, School of Biological Sciences, Monash University, Clayton, VIC, Australia
- Bioinformatics Platform, Monash University, Clayton, VIC, Australia
| | - Gary Williamson
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, VIC, Australia
| | - Trent M. Woodruff
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Tong Wu
- School of Chemistry, Monash University, Clayton, VIC, Australia
| | - Louise E. Bennett
- School of Chemistry, Monash University, Clayton, VIC, Australia
- *Correspondence: Louise E. Bennett
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18
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Lai Z, Choudhury FK, Tang D, Liang X, Dean B, Misaghi S, Sangaraju D. LC-HRMS based Targeted Metabolomics for High-throughput and Quantitative Analysis of 21 Growth Inhibition Related Metabolites in CHO Cell Fed-Batch Cultures. Biomed Chromatogr 2022; 36:e5348. [PMID: 35083760 DOI: 10.1002/bmc.5348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/10/2022] [Accepted: 01/20/2022] [Indexed: 11/08/2022]
Abstract
Chinese hamster ovary (CHO) cells have been widely used in the biopharmaceutical industry for production of therapeutic proteins. CHO cells in fed-batch cultures produce various amino acid-derived intermediate metabolites. These small molecule metabolic byproducts have proven to be critical to cell growth, culture performance, and more interestingly antibody drug productivity. Herein, we developed a liquid chromatography - high resolution mass spectrometry (LC-HRMS) based targeted metabolomics approach for comprehensive quantification of total 21 growth inhibition related metabolites generated from 14 different amino acids in CHO cell fed-batch cultures. High throughput derivatization procedures, matrix-matched calibration curves, stable isotope-labeled internal standards, and accurate mass Full MS scan were utilized in order to achieve our goal for wide scope of metabolite screening as well as validity and reliability of metabolite quantification. We further present a novel analytical strategy for extending the assay's dynamic range by utilizing naturally occurring isotope M+1 ion as a quantification analogue in the circumstances where the principal M ion is beyond its calibration range. The integrated method was qualified for selectivity, sensitivity, linearity, accuracy, precision, isotope analysis and other analytical aspects to demonstrate assay robustness. We then applied this metabolomics approach to characterize metabolites of interest in a CHO cell based monoclonal antibody (mAb) production process with fed-batch bioreactor culture mode. Absolute quantification combined with multivariate statistical analysis illustrated that our target analytes derived from amino acids, especially from branched-chain amino acids, closely correlated with cell viability and significantly differentiated cellular stages in production process.
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Affiliation(s)
- Zijuan Lai
- Drug Metabolism and Pharmacokinetics Department, Genentech Inc., South San Francisco, CA, USA
| | - Feroza K Choudhury
- Drug Metabolism and Pharmacokinetics Department, Genentech Inc., South San Francisco, CA, USA
| | - Danming Tang
- Cell Culture and Bioprocess Operations Department, Genentech Inc., South San Francisco, CA, USA
| | - Xiaorong Liang
- Drug Metabolism and Pharmacokinetics Department, Genentech Inc., South San Francisco, CA, USA
| | - Brian Dean
- Drug Metabolism and Pharmacokinetics Department, Genentech Inc., South San Francisco, CA, USA
| | - Shahram Misaghi
- Cell Culture and Bioprocess Operations Department, Genentech Inc., South San Francisco, CA, USA
| | - Dewakar Sangaraju
- Drug Metabolism and Pharmacokinetics Department, Genentech Inc., South San Francisco, CA, USA
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19
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Gomez-Gomez A, Olesti E, Montero-San-Martin B, Soldevila A, Deschamps T, Pizarro N, de la Torre R, Pozo OJ. Determination of up to twenty carboxylic acid containing compounds in clinically relevant matrices by o-benzylhydroxylamine derivatization and liquid chromatography-tandem mass spectrometry. J Pharm Biomed Anal 2022; 208:114450. [PMID: 34798391 DOI: 10.1016/j.jpba.2021.114450] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/14/2021] [Accepted: 10/27/2021] [Indexed: 11/15/2022]
Abstract
Carboxylic acid containing compounds (R-COOH) are involved in a large number of biological processes and they are relevant for several pathological processes such as neurodegeneration or cancer. Comprehensive methodologies for the quantitative determination of R-COOH in biological samples are required. In this study we have developed a LC-MS/MS method for the quantification of 20 endogenous R-COOH belonging to different pathways such as kynurenine metabolism, serotoninergic pathway, glycolysis, tricarboxylic acid cycle, dopaminergic pathway, short chain fatty acids and glycine metabolism. The approach included derivatization with o-benzylhydroxylamine (reaction time 1 h), liquid-liquid extraction with ethyl acetate and LC-MS/MS detection (run time 10 min). The method was optimized and validated in 5 different matrices (urine, plasma, saliva, brain and liver) following two different approaches: (i) using surrogate matrices and (ii) using actual human samples by standard additions. A suitable linearity was obtained in the endogenous range of the analytes. Adequate intra and inter-assay accuracies (80-120%) and intra- and inter-assay precisions (<20%) were achieved for almost all analytes in all studied matrices. The method was applied in several scenarios to confirm (i) human urinary changes produced in glycolysis after exercise, (ii) metabolic changes produced in rat brain and plasma by methamphetamine administration and (iii) metabolic alterations in human plasma caused by vitamin B6 deficiency. Additionally, the application of the method allowed for establishing previously unreported alterations in R-COOH metabolites under these conditions. Due to the comprehensive analyte and matrix coverage and the wide applicability of the developed methodology, it can be considered as a suitable tool for the study of R-COOH status in health and disease by targeted metabolomics.
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Affiliation(s)
- Alex Gomez-Gomez
- Applied Metabolomics Research Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain; Integrative Pharmacology & Systems Neuroscience Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain; Universitat Pompeu Fabra (CEXS-UPF), Doctor Aiguader 88, Barcelona, Spain
| | - Eulàlia Olesti
- Applied Metabolomics Research Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain; Integrative Pharmacology & Systems Neuroscience Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain
| | | | - Angie Soldevila
- Applied Metabolomics Research Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain
| | - Tessa Deschamps
- Applied Metabolomics Research Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain
| | - Nieves Pizarro
- Integrative Pharmacology & Systems Neuroscience Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain
| | - Rafael de la Torre
- Applied Metabolomics Research Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain; Integrative Pharmacology & Systems Neuroscience Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain; Universitat Pompeu Fabra (CEXS-UPF), Doctor Aiguader 88, Barcelona, Spain; CIBER de Fisiopatología de la Obesidad y Nutrición (CIBEROBN, CB06/03/028), 15706 Santiago de Compostela, Spain
| | - Oscar J Pozo
- Applied Metabolomics Research Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain; Integrative Pharmacology & Systems Neuroscience Group, IMIM (Hospital del Mar Medical Research Institute), Doctor Aiguader 88, Barcelona, Spain.
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20
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Shelton CD, Yoo W, Shealy NG, Torres TP, Zieba JK, Calcutt MW, Foegeding NJ, Kim D, Kim J, Ryu S, Byndloss MX. Salmonella enterica serovar Typhimurium uses anaerobic respiration to overcome propionate-mediated colonization resistance. Cell Rep 2022; 38:110180. [PMID: 34986344 PMCID: PMC8800556 DOI: 10.1016/j.celrep.2021.110180] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 10/23/2021] [Accepted: 12/06/2021] [Indexed: 12/18/2022] Open
Abstract
The gut microbiota benefits the host by limiting enteric pathogen expansion (colonization resistance), partially via the production of inhibitory metabolites. Propionate, a short-chain fatty acid produced by microbiota members, is proposed to mediate colonization resistance against Salmonella enterica serovar Typhimurium (S. Tm). Here, we show that S. Tm overcomes the inhibitory effects of propionate by using it as a carbon source for anaerobic respiration. We determine that propionate metabolism provides an inflammation-dependent colonization advantage to S. Tm during infection. Such benefit is abolished in the intestinal lumen of Salmonella-infected germ-free mice. Interestingly, S. Tm propionate-mediated intestinal expansion is restored when germ-free mice are monocolonized with Bacteroides thetaiotaomicron (B. theta), a prominent propionate producer in the gut, but not when mice are monocolonized with a propionate-production-deficient B. theta strain. Taken together, our results reveal a strategy used by S. Tm to mitigate colonization resistance by metabolizing microbiota-derived propionate Propionate, a short-chain fatty acid produced by the gut microbiota, is proposed to mediate colonization resistance against Salmonella enterica serovar Typhimurium (S. Tm). Here, Shelton et al. show that nitrate-dependent propionate metabolism fuels pathogen expansion in the inflamed gut, allowing S. Tm to overcome propionate’s inhibitory effects.
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Affiliation(s)
- Catherine D Shelton
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Woongjae Yoo
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Nicolas G Shealy
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Teresa P Torres
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jacob K Zieba
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - M Wade Calcutt
- Mass Spectrometry Research Center and Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Nora J Foegeding
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Dajeong Kim
- Infectious Disease Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro Yuseong-gu, Daejeon 34141, Republic of Korea
| | - Jinshil Kim
- Department of Food and Animal Biotechnology, Department of Agricultural Biotechnology, Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul 08826, Republic of Korea; Center for Food Bioconvergence, Seoul National University, Seoul 08826, Republic of Korea
| | - Sangryeol Ryu
- Department of Food and Animal Biotechnology, Department of Agricultural Biotechnology, Research Institute for Agriculture and Life Sciences, Seoul National University, Seoul 08826, Republic of Korea; Center for Food Bioconvergence, Seoul National University, Seoul 08826, Republic of Korea
| | - Mariana X Byndloss
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Vanderbilt Institute of Infection, Immunology, and Inflammation, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Vanderbilt Digestive Disease Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Vanderbilt Microbiome Innovation Center, Vanderbilt University, Nashville, TN 37235, USA.
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21
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Xu J, Hu Y, Liu X, Gao A, Gao L, Xu L, Zhou Y, Gao J, Ye Q, Hu C, Li J. Synthesis and Evaluation of 3-(Indol-3-yl)-4-(Pyrazolo[3,4-c]Pyridazin-3-yl)-Maleimides as Potent Mutant Isocitrate Dehydrogenase-1 Inhibitors. Pharm Chem J 2021. [DOI: 10.1007/s11094-021-02475-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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22
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Chanda D, Rehan M, Smith SR, Dsouza KG, Wang Y, Bernard K, Kurundkar D, Memula V, Kojima K, Mobley JA, Benavides GA, Darley-Usmar V, Kim YIL, Zmijewski JW, Deshane JS, De Langhe S, Thannickal VJ. Mesenchymal stromal cell aging impairs the self-organizing capacity of lung alveolar epithelial stem cells. eLife 2021; 10:68049. [PMID: 34528872 PMCID: PMC8445616 DOI: 10.7554/elife.68049] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 08/20/2021] [Indexed: 11/13/2022] Open
Abstract
Multicellular organisms maintain structure and function of tissues/organs through emergent, self-organizing behavior. In this report, we demonstrate a critical role for lung mesenchymal stromal cell (L-MSC) aging in determining the capacity to form three-dimensional organoids or 'alveolospheres' with type 2 alveolar epithelial cells (AEC2s). In contrast to L-MSCs from aged mice, young L-MSCs support the efficient formation of alveolospheres when co-cultured with young or aged AEC2s. Aged L-MSCs demonstrated features of cellular senescence, altered bioenergetics, and a senescence-associated secretory profile (SASP). The reactive oxygen species generating enzyme, NADPH oxidase 4 (Nox4), was highly activated in aged L-MSCs and Nox4 downregulation was sufficient to, at least partially, reverse this age-related energy deficit, while restoring the self-organizing capacity of alveolospheres. Together, these data indicate a critical role for cellular bioenergetics and redox homeostasis in an organoid model of self-organization and support the concept of thermodynamic entropy in aging biology.
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Affiliation(s)
- Diptiman Chanda
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Mohammad Rehan
- John W. Deming Department of Medicine, Tulane University School of Medicine, New Orleans, United States
| | - Samuel R Smith
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Kevin G Dsouza
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Yong Wang
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Karen Bernard
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Deepali Kurundkar
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Vinayak Memula
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States.,Department of Surgery, Birmingham, United States
| | - Kyoko Kojima
- Comprehensive Cancer Center Mass Spectrometry & Proteomics Shared Facility, Birmingham, United States
| | - James A Mobley
- Department of Anesthesiology and Perioperative Medicine, Birmingham, United States
| | | | | | - Young-iL Kim
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States.,Division of Preventive Medicine, Department of Medicine; University of Alabama at Birmingham, Birmingham, United States
| | - Jaroslaw W Zmijewski
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Jessy S Deshane
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Stijn De Langhe
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Birmingham, United States
| | - Victor J Thannickal
- John W. Deming Department of Medicine, Tulane University School of Medicine, New Orleans, United States
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23
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Matthews A, Schönfelder J, Lagies S, Schleicher E, Kammerer B, Ellis HR, Stull F, Teufel R. Bacterial flavoprotein monooxygenase YxeK salvages toxic S-(2-succino)-adducts via oxygenolytic C-S bond cleavage. FEBS J 2021; 289:787-807. [PMID: 34510734 DOI: 10.1111/febs.16193] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/18/2021] [Accepted: 09/09/2021] [Indexed: 01/23/2023]
Abstract
Thiol-containing nucleophiles such as cysteine react spontaneously with the citric acid cycle intermediate fumarate to form S-(2-succino)-adducts. In Bacillus subtilis, a salvaging pathway encoded by the yxe operon has recently been identified for the detoxification and exploitation of these compounds as sulfur sources. This route involves acetylation of S-(2-succino)cysteine to N-acetyl-2-succinocysteine, which is presumably converted to oxaloacetate and N-acetylcysteine, before a final deacetylation step affords cysteine. The critical oxidative cleavage of the C-S bond of N-acetyl-S-(2-succino)cysteine was proposed to depend on the predicted flavoprotein monooxygenase YxeK. Here, we characterize YxeK and verify its role in S-(2-succino)-adduct detoxification and sulfur metabolism. Detailed biochemical and mechanistic investigation of YxeK including 18 O-isotope-labeling experiments, homology modeling, substrate specificity tests, site-directed mutagenesis, and (pre-)steady-state kinetics provides insight into the enzyme's mechanism of action, which may involve a noncanonical flavin-N5-peroxide species for C-S bond oxygenolysis.
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Affiliation(s)
| | | | - Simon Lagies
- Institute of Organic Chemistry, University of Freiburg, Germany
| | - Erik Schleicher
- Institute of Physical Chemistry, University of Freiburg, Germany
| | - Bernd Kammerer
- Institute of Organic Chemistry, University of Freiburg, Germany.,BIOSS Center for Biological Signaling Studies, University of Freiburg, Germany
| | - Holly R Ellis
- Brody School of Medicine, East Carolina University, Greenville, NC, USA
| | - Frederick Stull
- Department of Chemistry, Western Michigan University, Kalamazoo, MI, USA
| | - Robin Teufel
- Faculty of Biology, University of Freiburg, Germany
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24
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Asensio AF, Alvarez-González E, Rodríguez A, Sierra LM, Blanco-González E. Chromatographic methods coupled to mass spectrometry for the determination of oncometabolites in biological samples-A review. Anal Chim Acta 2021; 1177:338646. [PMID: 34482900 DOI: 10.1016/j.aca.2021.338646] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 05/11/2021] [Accepted: 05/12/2021] [Indexed: 11/29/2022]
Abstract
It is now well-established that dysregulation of the tricarboxylic acid (TCA) cycle enzymes succinate dehydrogenase, fumarate hydratase, and isocitrate dehydrogenase leads to the abnormal cellular accumulation of succinate, fumarate, and 2-hydroxyglutarate, respectively, which contribute to the formation and malignant progression of numerous types of cancers. Thus, these metabolites, called oncometabolites, could potentially be useful as tumour-specific biomarkers and as therapeutic targets. For this reason, the development of analytical methodologies for the accurate identification and determination of their levels in biological matrices is an important task in the field of cancer research. Currently, hyphenated gas chromatography-mass spectrometry (GC-MS) and liquid chromatography-mass spectrometry (LC-MS) techniques are the most powerful analytical tools in what concerns high sensitivity and selectivity to achieve such difficult task. In this review, we first provide a brief description of the biological formation of oncometabolites and their oncogenic properties, and then we present an overview and critical assessment of the GC-MS and LC-MS based analytical approaches that are reported in the literature for the determination of oncometabolites in biological samples, such as biofluids, cells, and tissues. Advantages and drawbacks of these approaches will be comparatively discussed. We believe that the present review represents the first attempt to summarize the applications of these hyphenated techniques in the context of oncometabolite analysis, which may be useful to new and existing researchers in this field.
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Affiliation(s)
- A Fernández Asensio
- Department of Physical and Analytical Chemistry, Faculty of Chemistry, Institute of Sanitary Research of Asturias (ISPA), University of Oviedo. C/ Julian Clavería 8, 33006, Oviedo. Spain; Department of Functional Biology (Genetic Area), Oncology University Institute (IUOPA) and Institute of Sanitary Research of Asturias (ISPA), University of Oviedo. C/ Julian Clavería s/n, 33006, Oviedo. Spain
| | - E Alvarez-González
- Department of Functional Biology (Genetic Area), Oncology University Institute (IUOPA) and Institute of Sanitary Research of Asturias (ISPA), University of Oviedo. C/ Julian Clavería s/n, 33006, Oviedo. Spain
| | - A Rodríguez
- Department of Functional Biology (Genetic Area), Oncology University Institute (IUOPA) and Institute of Sanitary Research of Asturias (ISPA), University of Oviedo. C/ Julian Clavería s/n, 33006, Oviedo. Spain
| | - L M Sierra
- Department of Functional Biology (Genetic Area), Oncology University Institute (IUOPA) and Institute of Sanitary Research of Asturias (ISPA), University of Oviedo. C/ Julian Clavería s/n, 33006, Oviedo. Spain
| | - E Blanco-González
- Department of Physical and Analytical Chemistry, Faculty of Chemistry, Institute of Sanitary Research of Asturias (ISPA), University of Oviedo. C/ Julian Clavería 8, 33006, Oviedo. Spain.
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25
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Bauer C, Quante M, Breunis WB, Regina C, Schneider M, Andrieux G, Gorka O, Groß O, Boerries M, Kammerer B, Hettmer S. Lack of Electron Acceptors Contributes to Redox Stress and Growth Arrest in Asparagine-Starved Sarcoma Cells. Cancers (Basel) 2021; 13:cancers13030412. [PMID: 33499165 PMCID: PMC7865502 DOI: 10.3390/cancers13030412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 01/18/2021] [Accepted: 01/19/2021] [Indexed: 11/16/2022] Open
Abstract
Amino acids are integral components of cancer metabolism. The non-essential amino acid asparagine supports the growth and survival of various cancer cell types. Here, different mass spectrometry approaches were employed to identify lower aspartate levels, higher aspartate/glutamine ratios and lower tricarboxylic acid (TCA) cycle metabolite levels in asparagine-deprived sarcoma cells. Reduced nicotinamide adenine dinucleotide (NAD+)/nicotinamide adenine dinucleotide hydride (NADH) ratios were consistent with redirection of TCA cycle flux and relative electron acceptor deficiency. Elevated lactate/pyruvate ratios may be due to compensatory NAD+ regeneration through increased pyruvate to lactate conversion by lactate dehydrogenase. Supplementation with exogenous pyruvate, which serves as an electron acceptor, restored aspartate levels, NAD+/NADH ratios, lactate/pyruvate ratios and cell growth in asparagine-deprived cells. Chemicals disrupting NAD+ regeneration in the electron transport chain further enhanced the anti-proliferative and pro-apoptotic effects of asparagine depletion. We speculate that reductive stress may be a major contributor to the growth arrest observed in asparagine-starved cells.
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Affiliation(s)
- Christoph Bauer
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, University Medical Center Freiburg, University of Freiburg, Mathildenstrasse 1, 79106 Freiburg, Germany; (C.B.); (M.Q.); (C.R.); (M.S.)
- Center for Biological Systems Analysis (ZBSA), University of Freiburg, Habsburgerstrasse 49, 79104 Freiburg, Germany
- Faculty of Biology, University of Freiburg, Schänzlestrasse 1, 79104 Freiburg, Germany
| | - Meret Quante
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, University Medical Center Freiburg, University of Freiburg, Mathildenstrasse 1, 79106 Freiburg, Germany; (C.B.); (M.Q.); (C.R.); (M.S.)
| | - Willemijn B. Breunis
- Department of Oncology and Children’s Research Center, University Children’s Hospital, Steinwiessstrasse 75, 8032 Zürich, Switzerland;
| | - Carla Regina
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, University Medical Center Freiburg, University of Freiburg, Mathildenstrasse 1, 79106 Freiburg, Germany; (C.B.); (M.Q.); (C.R.); (M.S.)
| | - Michaela Schneider
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, University Medical Center Freiburg, University of Freiburg, Mathildenstrasse 1, 79106 Freiburg, Germany; (C.B.); (M.Q.); (C.R.); (M.S.)
| | - Geoffroy Andrieux
- Institute of Medical Bioinformatics and Systems Medicine, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, 79104 Freiburg, Germany; (G.A.); (M.B.)
- German Cancer Consortium (DKTK), Freiburg, Germany and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Oliver Gorka
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106 Freiburg, Germany; (O.G.); (O.G.)
| | - Olaf Groß
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106 Freiburg, Germany; (O.G.); (O.G.)
- Signaling Research Center BIOSS and CIBSS, University of Freiburg, Schänzlestrasse 18, 79104 Freiburg, Germany
- Center for Basics in NeuroModulation (NeuroModulBasics), Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106 Freiburg, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, 79104 Freiburg, Germany; (G.A.); (M.B.)
- German Cancer Consortium (DKTK), Freiburg, Germany and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
- Comprehensive Cancer Centre Freiburg (CCCF), Medical Center-University of Freiburg, Hugstetter Strasse 49, 79106 Freiburg, Germany
| | - Bernd Kammerer
- Center for Biological Systems Analysis (ZBSA), University of Freiburg, Habsburgerstrasse 49, 79104 Freiburg, Germany
- Signaling Research Center BIOSS and CIBSS, University of Freiburg, Schänzlestrasse 18, 79104 Freiburg, Germany
- Spemann Graduate School of Biology and Medicine (SGBM), Albertstraße 19A, 79104 Freiburg, Germany
- Correspondence: (B.K.); (S.H.); Tel.: +49-761-203-97137 (B.K.); +49-761-270-45140 (S.H.); Fax: +49-761-203-97177 (B.K.); +49-761-270-45180 (S.H.)
| | - Simone Hettmer
- Division of Pediatric Hematology and Oncology, Department of Pediatric and Adolescent Medicine, University Medical Center Freiburg, University of Freiburg, Mathildenstrasse 1, 79106 Freiburg, Germany; (C.B.); (M.Q.); (C.R.); (M.S.)
- Comprehensive Cancer Centre Freiburg (CCCF), Medical Center-University of Freiburg, Hugstetter Strasse 49, 79106 Freiburg, Germany
- Spemann Graduate School of Biology and Medicine (SGBM), Albertstraße 19A, 79104 Freiburg, Germany
- Correspondence: (B.K.); (S.H.); Tel.: +49-761-203-97137 (B.K.); +49-761-270-45140 (S.H.); Fax: +49-761-203-97177 (B.K.); +49-761-270-45180 (S.H.)
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Smith KM, Wilson ID, Rainville PD. Sensitive and Reproducible Mass Spectrometry-Compatible RP-UHPLC Analysis of Tricarboxylic Acid Cycle and Related Metabolites in Biological Fluids: Application to Human Urine. Anal Chem 2020; 93:1009-1015. [PMID: 33290053 DOI: 10.1021/acs.analchem.0c03863] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
We describe a method for the analysis of organic acids, including those of the tricarboxylic acid cycle (TCA cycle), by mixed-mode reversed-phase chromatography, on a CSH Phenyl-Hexyl column, to accomplish mixed-mode anion-exchange separations, which results in increased retention for acids without the need for ion-pairing reagents or other mobile phase additives. The developed method exhibited good retention time reproducibility for over 650 injections or more than 5 days of continuous operation. Additionally, it showed excellent resolution of the critical pairs, isocitric acid and citric acid as well as malic acid and fumaric acid, among others. The use of hybrid organic-inorganic surface technology incorporated into the hardware of the column not only improved the mass spectral quality and subsequent database match scoring but also increased the recovery of the analytes, showing particular benefit for low concentrations of phosphorylated species. The method was applied to the comparative metabolomic analysis of urine samples from healthy controls and breast cancer positive subjects. Unsupervised PCA analysis showed distinct grouping of samples from healthy and diseased subjects, with excellent reproducibility of respective injection clusters. Finally, abundance plots of selected analytes from the tricarboxylic acid cycle revealed differences between healthy control and disease groups.
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Affiliation(s)
- Kerri M Smith
- Waters Corporation, Milford, Massachusetts 01757, United States
| | - Ian D Wilson
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College, London SW7 2AZ, U.K
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27
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Banerjee A, Herring CA, Chen B, Kim H, Simmons AJ, Southard-Smith AN, Allaman MM, White JR, Macedonia MC, Mckinley ET, Solano MAR, Scoville EA, Liu Q, Wilson KT, Coffey RJ, Washington MK, Goettel JA, Lau KS. Succinate Produced by Intestinal Microbes Promotes Specification of Tuft Cells to Suppress Ileal Inflammation. Gastroenterology 2020; 159:2101-2115.e5. [PMID: 32828819 PMCID: PMC7725941 DOI: 10.1053/j.gastro.2020.08.029] [Citation(s) in RCA: 115] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 08/12/2020] [Accepted: 08/15/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND & AIMS Countries endemic for parasitic infestations have a lower incidence of Crohn's disease (CD) than nonendemic countries, and there have been anecdotal reports of the beneficial effects of helminths in CD patients. Tuft cells in the small intestine sense and direct the immune response against eukaryotic parasites. We investigated the activities of tuft cells in patients with CD and mouse models of intestinal inflammation. METHODS We used microscopy to quantify tuft cells in intestinal specimens from patients with ileal CD (n = 19), healthy individuals (n = 14), and TNFΔARE/+ mice, which develop Crohn's-like ileitis. We performed single-cell RNA sequencing, mass spectrometry, and microbiome profiling of intestinal tissues from wild-type and Atoh1-knockout mice, which have expansion of tuft cells, to study interactions between microbes and tuft cell populations. We assessed microbe dependence of tuft cell populations using microbiome depletion, organoids, and microbe transplant experiments. We used multiplex imaging and cytokine assays to assess alterations in inflammatory response following expansion of tuft cells with succinate administration in TNFΔARE/+ and anti-CD3E CD mouse models. RESULTS Inflamed ileal tissues from patients and mice had reduced numbers of tuft cells, compared with healthy individuals or wild-type mice. Expansion of tuft cells was associated with increased expression of genes that regulate the tricarboxylic acid cycle, which resulted from microbe production of the metabolite succinate. Experiments in which we manipulated the intestinal microbiota of mice revealed the existence of an ATOH1-independent population of tuft cells that was sensitive to metabolites produced by microbes. Administration of succinate to mice expanded tuft cells and reduced intestinal inflammation in TNFΔARE/+ mice and anti-CD3E-treated mice, increased GATA3+ cells and type 2 cytokines (IL22, IL25, IL13), and decreased RORGT+ cells and type 17 cytokines (IL23) in a tuft cell-dependent manner. CONCLUSIONS We found that tuft cell expansion reduced chronic intestinal inflammation in mice. Strategies to expand tuft cells might be developed for treatment of CD.
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Affiliation(s)
- Amrita Banerjee
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Charles A. Herring
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Program in Chemical and Physical Biology, Vanderbilt University, Nashville, TN 37232, USA
| | - Bob Chen
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Program in Chemical and Physical Biology, Vanderbilt University, Nashville, TN 37232, USA
| | - Hyeyon Kim
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Alan J. Simmons
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Austin N. Southard-Smith
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Margaret M. Allaman
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Center Mucosal Inflammation and Cancer, Vanderbilt University Medical Center Nashville, TN 37232, USA
| | | | - Mary C. Macedonia
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Eliot T. Mckinley
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Marisol A. Ramirez Solano
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Elizabeth A. Scoville
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Center Mucosal Inflammation and Cancer, Vanderbilt University Medical Center Nashville, TN 37232, USA
| | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Keith T. Wilson
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Center Mucosal Inflammation and Cancer, Vanderbilt University Medical Center Nashville, TN 37232, USA,Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN,Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J. Coffey
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - M. Kay Washington
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeremy A. Goettel
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Center Mucosal Inflammation and Cancer, Vanderbilt University Medical Center Nashville, TN 37232, USA,Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Ken S. Lau
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA,Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA,Program in Chemical and Physical Biology, Vanderbilt University, Nashville, TN 37232, USA,Center Mucosal Inflammation and Cancer, Vanderbilt University Medical Center Nashville, TN 37232, USA,Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
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Fedorova EN, Varlamova DO, Kivero AD, Guk KD, Ptitsyn LR. Ultra-performance liquid chromatography (UPLC) for the determination of organic acids – The intermediates of branched-chain amino acid biosynthesis in Escherichia coli strains. J LIQ CHROMATOGR R T 2020. [DOI: 10.1080/10826076.2020.1832894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Zhang Q, You J, Zhu W, Wu Z, Xiong J. Rapid Quantification of Urinary Organic Acids by HPLC Mass Spectrometry to Assess Nutritional Individuality in Chinese Children. ANAL SCI 2020; 36:1191-1196. [PMID: 32389902 DOI: 10.2116/analsci.20p038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
A urinary organic acids profile can be utilized as an effective screening tool for analyzing abnormality of nutrient metabolism. By using these metabolic markers in conjunction with one another, it helps in understanding how individual nutrient metabolism is executed and to determine where there may be imbalances in the metabolic cycle. In this study, we developed a rapid quantification method of 20 urinary organic acids by HPLC-mass spectrometry. A pre-analytical process of organic acid extraction from a urine sample is crucial in this methodology. The process was accomplished by liquid-liquid extraction followed by strong anion exchange. Compared with previous methods, this method greatly reduces the analysis time and allows for the simultaneous quantification of 20 organic acids within 10 min for the first time. This methodology enabled us to analyze urine samples collected from 34 Chinese children. The abnormalities of some urinary organic acids were found in this group, which revealed evidence of functional inadequacy of specific nutrients. The preliminary data in this study confirmed the suitability of the method for rapid and accurate quantification of the target organic acids in urine samples.
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Affiliation(s)
- Qichen Zhang
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China
| | - Jia You
- West China School of Public Health and Healthy Food Evaluation Research Center, Sichuan University
| | - Wenli Zhu
- Chengdu MediMass Technology CO., LTD
| | | | - Jingyuan Xiong
- West China School of Public Health and Healthy Food Evaluation Research Center, Sichuan University
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30
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Guan S, Armbruster MR, Huang T, Edwards JL, Bythell BJ. Isomeric Differentiation and Acidic Metabolite Identification by Piperidine-Based Tagging, LC–MS/MS, and Understanding of the Dissociation Chemistries. Anal Chem 2020; 92:9305-9311. [DOI: 10.1021/acs.analchem.0c01640] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Shanshan Guan
- Department of Chemistry and Biochemistry, Ohio University, 391 Clippinger Laboratories, Athens, Ohio 45701, United States
- Department of Chemistry and Biochemistry, University of Missouri, 1 University Blvd, St. Louis, Missouri 63121, United States
| | - Michael R. Armbruster
- Department of Chemistry and Biochemistry, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63102, United States
| | - Tianjiao Huang
- Department of Chemistry and Biochemistry, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63102, United States
| | - James L. Edwards
- Department of Chemistry and Biochemistry, Saint Louis University, 3501 Laclede Avenue, St. Louis, Missouri 63102, United States
| | - Benjamin J. Bythell
- Department of Chemistry and Biochemistry, Ohio University, 391 Clippinger Laboratories, Athens, Ohio 45701, United States
- Department of Chemistry and Biochemistry, University of Missouri, 1 University Blvd, St. Louis, Missouri 63121, United States
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31
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Tan B, Malu S, Roth KD. Development of ion pairing LC-MS/MS method for itaconate and cis-aconitate in cell extract and cell media. J Chromatogr B Analyt Technol Biomed Life Sci 2020; 1146:122120. [PMID: 32361631 DOI: 10.1016/j.jchromb.2020.122120] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Revised: 04/04/2020] [Accepted: 04/13/2020] [Indexed: 01/23/2023]
Abstract
Accumulation of Immune Responsive Gene 1(IRG1) in macrophage induced by lipopolysaccharide (LPS) and interferon gamma (IFN-γ) leads to production of itaconate by decarboxylation of cis-aconitate. The biology associated with IRG1 and itaconate is not fully understood. A rapid and sensitive method for measurement of itaconate will benefit the study of IRG1 biology. Multiple HPLC and derivatization methods were tested. An ion pairing LC-MS/MS method using tributylamine/formic acid as ion pairing agents and a HypercarbTM guard column we proposed demonstrated better peak shape and better sensitivity for itaconate. The current protocol allows baseline separation of itaconate, citraconate, and cis-aconitate without derivatization and direct analysis of analytes in 80% methanol/water solution to avoid the dry-down step. It provides the limit of quantitation (LOQ) of 30 pg itaconate on column with a 4.5-minute run time. This method is validated for measurement of itaconate and cis-aconitate in RAW264.7 cell extract and cell media in a 96-well plate format. We applied this method to successfully measure the increase of itaconate and the decrease of cis-aconitate in RAW cell extract and cell media after LPS/IFN-γ treatment.
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Affiliation(s)
- Bo Tan
- Quantitative Biology, Lilly Research Laboratories, Lilly Corporate Center, Indianapolis, IN 46285, United States.
| | - Shruti Malu
- Cancer Research, Lilly Research Laboratories, Lilly Corporate Center, Indianapolis, IN 46285, United States
| | - Kenneth D Roth
- Quantitative Biology, Lilly Research Laboratories, Lilly Corporate Center, Indianapolis, IN 46285, United States
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Challenges in Analysis of Hydrophilic Metabolites Using Chromatography Coupled with Mass Spectrometry. JOURNAL OF ANALYSIS AND TESTING 2020. [DOI: 10.1007/s41664-020-00126-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Chang HF, Wang SL, Lee DC, Hsiao SSY, Hashimoto Y, Yeh KC. Assessment of indium toxicity to the model plant Arabidopsis. JOURNAL OF HAZARDOUS MATERIALS 2020; 387:121983. [PMID: 31911383 DOI: 10.1016/j.jhazmat.2019.121983] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 12/06/2019] [Accepted: 12/26/2019] [Indexed: 06/10/2023]
Abstract
The use of indium in semiconductor products has increased markedly in recent years. The release of indium into the ecosystem is inevitable. Under such circumstances, effective and accurate assessment of indium risk is important. An indispensable aspect of indium risk assessment is to understand the interactions of indium with plants, which are fundamental components of all ecosystems. Physiological responses of Arabidopsis thaliana exposed to indium were investigated by monitoring toxic effects, accumulation and speciation of indium in the plant. Indium can be taken up by plants and is accumulated mainly in roots. Limited indium root-to-shoot translocation occurs because of immobilization of indium in the root intercellular space and blockage of indium by the Casparian band in the endodermis. Indium caused stunted growth, oxidative stress, anthocyanization and unbalanced phosphorus nutrition. Indium jeopardizes phosphate uptake and translocation by inhibiting the accumulation of phosphate transporters PHOSPHATE TRANSPORTER1 (PHT1;1/4), responsible for phosphate uptake, and PHOSPHATE1 (PHO1), responsible for phosphate xylem loading. Organic acid secretion is stimulated by indium exposure. Secreted citrate could function as a potential detoxifier to lower indium uptake. Our findings provide insights into the potential fate and effects of indium in plants and will aid the evaluation of risks with indium contamination.
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Affiliation(s)
- Hsin-Fang Chang
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 11529, Taiwan, ROC; Department of Agricultural Chemistry, National Taiwan University, Taipei 10617, Taiwan, ROC
| | - Shan-Li Wang
- Department of Agricultural Chemistry, National Taiwan University, Taipei 10617, Taiwan, ROC.
| | - Der-Chuen Lee
- Institute of Earth Sciences, Academia Sinica, Taipei 11529, Taiwan, ROC; Institute of Astronomy and Astrophysics, Academia Sinica, Taipei 11529, Taiwan, ROC
| | | | - Yohey Hashimoto
- Department of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo 184-8588, Japan
| | - Kuo-Chen Yeh
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 11529, Taiwan, ROC.
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Rathod R, Gajera B, Nazir K, Wallenius J, Velagapudi V. Simultaneous Measurement of Tricarboxylic Acid Cycle Intermediates in Different Biological Matrices Using Liquid Chromatography-Tandem Mass Spectrometry; Quantitation and Comparison of TCA Cycle Intermediates in Human Serum, Plasma, Kasumi-1 Cell and Murine Liver Tissue. Metabolites 2020; 10:metabo10030103. [PMID: 32178322 PMCID: PMC7143453 DOI: 10.3390/metabo10030103] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/27/2020] [Accepted: 03/10/2020] [Indexed: 01/02/2023] Open
Abstract
The tricarboxylic acid (TCA) cycle is a central part of carbon and energy metabolism, also connecting to glycolysis, amino acid, and lipid metabolism. The quantitation of the TCA cycle intermediate within one method is lucrative due to the interest in central carbon metabolism profiling in cells and tissues. In addition, TCA cycle intermediates in serum have been discovered to correspond as biomarkers to various underlying pathological conditions. In this work, an Liquid Chromatography-Mass Spectrometry/Mass Spectrometry-based quantification method is developed and validated, which takes advantage of fast, specific, sensitive, and cost-efficient precipitation extraction. Chromatographic separation is achieved while using Atlantis dC18 2.1 mm × 100 mm, particle size 3-μm of Waters column with a gradient elution mobile phase while using formic acid in water (0.1% v/v) and acetonitrile. Linearity was clearly seen over a calibration range of: 6.25 to 6400 ng/mL (r2 > 0.980) for malic acid; 11.72 to 12,000 ng/mL (r2 > 0.980) for cis-aconitic acid and L-aspartic acid; 29.30 to 30,000 ng/mL (r2 > 0.980) for isocitric acid, l-serine, and l-glutamic acid; 122.07 to 125,000 ng/mL (r2 > 0.980) for citric acid, glycine, oxo-glutaric acid, l-alanine, and l-glutamine; 527.34 to 540,000 ng/mL (r2 > 0.980) for l-lactic acid; 976.56 to 1,000,000 ng/mL (r2 > 0.980) for d-glucose; 23.44 to 24,000 ng/mL (r2 > 0.980) for fumaric acid and succinic acid; and, 244.14 to 250,000 ng/mL (r2 > 0.980) for pyruvic acid. Validation was carried out, as per European Medicines Agency (EMA) “guidelines on bioanalytical method validation”, for linearity, precision, accuracy, limit of detection (LOD), limit of quantification (LLOQ), recovery, matrix effect, and stability. The recoveries from serum and tissue were 79–119% and 77–223%, respectively. Using this method, we measured TCA intermediates in serum, plasma (NIST 1950 SRM), and in mouse liver samples. The concentration found in NIST SRM 1950 (n = 6) of glycine (246.4 µmol/L), l-alanine (302.4 µmol/L), and serine (92.9 µmol/L).
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Affiliation(s)
- Ramji Rathod
- Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Tukholmankatu 8, Biomedicum 2U, 00290 Helsinki, Finland; (R.R.); (B.G.); (K.N.); (J.W.)
| | - Bharat Gajera
- Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Tukholmankatu 8, Biomedicum 2U, 00290 Helsinki, Finland; (R.R.); (B.G.); (K.N.); (J.W.)
| | - Kenneth Nazir
- Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Tukholmankatu 8, Biomedicum 2U, 00290 Helsinki, Finland; (R.R.); (B.G.); (K.N.); (J.W.)
| | - Janne Wallenius
- Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Tukholmankatu 8, Biomedicum 2U, 00290 Helsinki, Finland; (R.R.); (B.G.); (K.N.); (J.W.)
- Fungal Genetics and Biotechnology, Department of Microbiology, University of Helsinki, Biocenter 1, Viikinkaari 9, 00790 Helsinki, Finland
| | - Vidya Velagapudi
- Metabolomics Unit, Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Tukholmankatu 8, Biomedicum 2U, 00290 Helsinki, Finland; (R.R.); (B.G.); (K.N.); (J.W.)
- Correspondence: ; Tel.: +358-50-317-5087
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Metabolic Profiling of Glucose-Fed Metabolically Active Resting Zymomonas mobilis Strains. Metabolites 2020; 10:metabo10030081. [PMID: 32110884 PMCID: PMC7142471 DOI: 10.3390/metabo10030081] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 02/17/2020] [Accepted: 02/24/2020] [Indexed: 11/17/2022] Open
Abstract
Zymomonas mobilis is the most efficient bacterial ethanol producer and its physiology is potentially applicable to industrial-scale bioethanol production. However, compared to other industrially important microorganisms, the Z. mobilis metabolome and adaptation to various nutritional and genetic perturbations have been poorly characterized. For rational metabolic engineering, it is essential to understand how central metabolism and intracellular redox balance are maintained in Z. mobilis under various conditions. In this study, we applied quantitative mass spectrometry-based metabolomics to explore how glucose-fed non-growing Z. mobilis Zm6 cells metabolically adapt to change of oxygen availability. Mutants partially impaired in ethanol synthesis (Zm6 adhB) or oxidative stress response (Zm6 cat) were also examined. Distinct patterns of adaptation of central metabolite pools due to the change in cultivation condition and between the mutants and Zm6 reference strain were observed. Decreased NADH/NAD ratio under aerobic incubation corresponded to higher concentrations of the phosphorylated glycolytic intermediates, in accordance with predictions of the kinetic model of Entner–Doudoroff pathway. The effects on the metabolite pools of aerobic to anaerobic transition were similar in the mutants, yet less pronounced. The present data on metabolic plasticity of non-growing Z. mobilis cells will facilitate the further metabolic engineering of the respective strains and their application as biocatalysts.
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Absolute Quantification of the Central Carbon Metabolome in Eight Commonly Applied Prokaryotic and Eukaryotic Model Systems. Metabolites 2020; 10:metabo10020074. [PMID: 32093075 PMCID: PMC7073941 DOI: 10.3390/metabo10020074] [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: 01/21/2020] [Revised: 02/14/2020] [Accepted: 02/17/2020] [Indexed: 02/07/2023] Open
Abstract
Absolute quantification of intracellular metabolite pools is a prerequisite for modeling and in-depth biological interpretation of metabolomics data. It is the final step of an elaborate metabolomics workflow, with challenges associated with all steps—from sampling to quantifying the physicochemically diverse metabolite pool. Chromatographic separation combined with mass spectrometric (MS) detection is the superior platform for high coverage, selective, and sensitive detection of metabolites. Herein, we apply our quantitative MS-metabolomics workflow to measure and present the central carbon metabolome of a panel of commonly applied biological model systems. The workflow includes three chromatographic methods combined with isotope dilution tandem mass spectrometry to allow for absolute quantification of 68 metabolites of glycolysis, the pentose phosphate pathway, the tricarboxylic acid cycle, and the amino acid and (deoxy) nucleoside pools. The biological model systems; Bacillus subtilis, Saccharomyces cerevisiae, two microalgal species, and four human cell lines were all cultured in commonly applied culture media and sampled in exponential growth phase. Both literature and databases are scarce with comprehensive metabolite datasets, and existing entries range over several orders of magnitude. The workflow and metabolite panel presented herein can be employed to expand the list of reference metabolomes, as encouraged by the metabolomics community, in a continued effort to develop and refine high-quality quantitative metabolomics workflows.
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Li Y, Gruber JJ, Litzenburger UM, Zhou Y, Miao YR, LaGory EL, Li AM, Hu Z, Yip M, Hart LS, Maris JM, Chang HY, Giaccia AJ, Ye J. Acetate supplementation restores chromatin accessibility and promotes tumor cell differentiation under hypoxia. Cell Death Dis 2020; 11:102. [PMID: 32029721 PMCID: PMC7005271 DOI: 10.1038/s41419-020-2303-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 01/23/2020] [Accepted: 01/23/2020] [Indexed: 12/11/2022]
Abstract
Despite the fact that Otto H. Warburg discovered the Warburg effect almost one hundred years ago, why cancer cells waste most of the glucose carbon as lactate remains an enigma. Warburg proposed a connection between the Warburg effect and cell dedifferentiation. Hypoxia is a common tumor microenvironmental stress that induces the Warburg effect and blocks tumor cell differentiation. The underlying mechanism by which this occurs is poorly understood, and no effective therapeutic strategy has been developed to overcome this resistance to differentiation. Using a neuroblastoma differentiation model, we discovered that hypoxia repressed cell differentiation through reducing cellular acetyl-CoA levels, leading to reduction of global histone acetylation and chromatin accessibility. The metabolic switch triggering this global histone hypoacetylation was the induction of pyruvate dehydrogenase kinases (PDK1 and PDK3). Inhibition of PDKs using dichloroacetate (DCA) restored acetyl-CoA generation and histone acetylation under hypoxia. Knocking down PDK1 induced neuroblastoma cell differentiation, highlighting the critical role of PDK1 in cell fate control. Importantly, acetate or glycerol triacetate (GTA) supplementation restored differentiation markers expression and neuron differentiation under hypoxia. Moreover, ATAC-Seq analysis demonstrated that hypoxia treatment significantly reduced chromatin accessibility at RAR/RXR binding sites, which can be restored by acetate supplementation. In addition, hypoxia-induced histone hypermethylation by increasing 2-hydroxyglutarate (2HG) and reducing α-ketoglutarate (αKG). αKG supplementation reduced histone hypermethylation upon hypoxia, but did not restore histone acetylation or differentiation markers expression. Together, these findings suggest that diverting pyruvate flux away from acetyl-CoA generation to lactate production is the key mechanism that Warburg effect drives dedifferentiation and tumorigenesis. We propose that combining differentiation therapy with acetate/GTA supplementation might represent an effective therapy against neuroblastoma.
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Affiliation(s)
- Yang Li
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Joshua J Gruber
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Ulrike M Litzenburger
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Yiren Zhou
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Yu Rebecca Miao
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Edward L LaGory
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Albert M Li
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Zhen Hu
- Olivia Consulting Service, Redwood City, CA, 94063, USA
| | - Michaela Yip
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Lori S Hart
- Division of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - John M Maris
- Division of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, 94305, USA
| | - Amato J Giaccia
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Jiangbin Ye
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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38
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An optimized analytical method for cellular targeted quantification of primary metabolites in tricarboxylic acid cycle and glycolysis using gas chromatography-tandem mass spectrometry and its application in three kinds of hepatic cell lines. J Pharm Biomed Anal 2019; 171:171-179. [DOI: 10.1016/j.jpba.2019.04.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 03/14/2019] [Accepted: 04/10/2019] [Indexed: 12/22/2022]
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39
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A rapid derivatization based LC–MS/MS method for quantitation of short chain fatty acids in human plasma and urine. Bioanalysis 2019; 11:741-753. [DOI: 10.4155/bio-2018-0241] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Aim: Objective of this study is to develop a robust multi-matrix LC–MS/MS for the quantitation of endogenous short-chain fatty acids (SCFA) biomarkers in human plasma and urine. Methods: Developed method utilizes stable isotope-labeled internal standards, high-throughput derivatization procedure for sample preparation and LC–MS/MS analysis using multiple reaction monitoring transitions in positive electrospray ionization mode. Results: Surrogate matrix method was used for quantitation. Accuracy, precision, parallelism, curve linearity, derivatization efficiency, stability and recovery were all evaluated, and the results were well within the acceptable criteria. Conclusion: SCFA levels in human plasma and urine of inflammatory bowel disease patients versus non-disease subjects were quantified and compared by LC–MS/MS.
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40
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Patil NK, Bohannon JK, Hernandez A, Patil TK, Sherwood ER. Regulation of leukocyte function by citric acid cycle intermediates. J Leukoc Biol 2019; 106:105-117. [PMID: 30791134 DOI: 10.1002/jlb.3mir1118-415r] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 02/01/2019] [Accepted: 02/11/2019] [Indexed: 12/23/2022] Open
Abstract
Cellular metabolism is a means of generating ATP to provide energy for key cellular functions. However, recent research shows that citric acid cycle intermediates target vital cellular functions of the innate immune system. Succinate, itaconate, citrate, and fumarate have been shown to mediate or regulate important myeloid cell functions during infection and inflammation. This review covers the regulatory functions of citric acid cycle intermediates in myeloid cells and discusses potential translational applications, key mechanistic questions, and future research directions.
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Affiliation(s)
- Naeem K Patil
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Julia K Bohannon
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Antonio Hernandez
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Tazeen K Patil
- Department of Microbiology, Abeda Inamdar Senior College, Pune, Maharashtra, India
| | - Edward R Sherwood
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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41
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Synthesis and biological evaluation of 3-aryl-4-indolyl-maleimides as potent mutant isocitrate dehydrogenase-1 inhibitors. Bioorg Med Chem 2018; 27:589-603. [PMID: 30600148 DOI: 10.1016/j.bmc.2018.12.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 12/11/2018] [Accepted: 12/21/2018] [Indexed: 11/22/2022]
Abstract
A series of 3-aryl-4-indolylmaleimide IDH1/R132H inhibitors with a novel structure was obtained by high-throughput screening and structure-based optimization. Most compounds such as 7a, 7d, 7h, 7i, 7k and 7o showed high inhibitory effects on IDH1/R132H and were highly selective against IDH1/WT, IDH2/WT, GDH, GK, and FBP. Evaluation of the biological activities and function at cellular level showed that compounds 7h, 7i and 7k could effectively suppress the production of 2-hydroxyglutaric acid in U87MG cells expressing IDH1/R132H. Additionally, 7h could reversed the differentiation block of the myeloid leukemic cell line, TF-1, caused by the overexpression of IDH1/R132H. We also explore the structure-activity relationship based on the experimental data, with an attempt to pave the way for future studies.
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42
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Gomez-Gomez A, Soldevila A, Pizarro N, Andreu-Fernandez V, Pozo OJ. Improving liquid chromatography-tandem mass spectrometry determination of polycarboxylic acids in human urine by chemical derivatization. Comparison of o-benzyl hydroxylamine and 2-picolyl amine. J Pharm Biomed Anal 2018; 164:382-394. [PMID: 30466023 DOI: 10.1016/j.jpba.2018.10.055] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 10/18/2018] [Accepted: 10/31/2018] [Indexed: 01/06/2023]
Abstract
Due to its high sensitivity and specificity, liquid chromatography-electrospray tandem mass spectrometry (LC-MS/MS) could be considered as the gold-standard in targeted metabolomics. Although LC-MS/MS allows for the direct detection of a large number of molecules, the proper quantification of highly polar compounds such as poly-carboxylic acids in complex matrices like urine is still a challenge. Chemical derivatization offers a suitable way to improve chromatographic behavior and sensitivity for these compounds. Several derivatizing agents have been proposed for the LC-MS/MS determination of carboxylic acids but studies dealing with their comparison in challenging scenarios are scarce. Here we present the evaluation of two different derivatization agents; o-benzylhydroxyl amine (oBHA) and 2-picolyl amine (2-PA); for the quantification of the (poly)-carboxylic acids belonging to the tricarboxylic acid cycle in urine. The suitability of both derivatizating agents was compared by validation of the two approaches. Derivatization with oBHA showed important advantages against 2-PA derivatization such as (i) providing better sensitivity, (ii) more stable derivatives and (iii) allowing for the proper validation of a larger number of analytes. Moreover, while 2-PA derivatization failed in the determination of the target analytes in some stored urine samples, oBHA derivatization successfully allowed for their appropriate determination in the same samples. A comparison between the concentrations obtained using oBHA derivatization and those provided by an external laboratory using UV and GC-MS detection revealed a satisfactory agreement between both results. Additionally, the concentrations obtained by the oBHA method for a set of 38 urines are in agreement with those previously reported in the literature. As a conclusion, our results show that the use of oBHA is preferred against 2-PA for the detection and quantification of (poly)-carboxylic acids in urine.
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Affiliation(s)
- Alex Gomez-Gomez
- Integrative Pharmacology and Systems Neuroscience Group (FINS), IMIM, Hospital del Mar, Doctor Aiguader 88, Barcelona, Spain; Universitat Pompeu Fabra (CEXS-UPF), Doctor Aiguader 88, Barcelona, Spain
| | - Angie Soldevila
- Integrative Pharmacology and Systems Neuroscience Group (FINS), IMIM, Hospital del Mar, Doctor Aiguader 88, Barcelona, Spain
| | - Nieves Pizarro
- Integrative Pharmacology and Systems Neuroscience Group (FINS), IMIM, Hospital del Mar, Doctor Aiguader 88, Barcelona, Spain
| | - Vicente Andreu-Fernandez
- Grup de Recerca Infància i Entorn (GRIE), Neonatology Unit, Hospital Clinic-Maternitat, BCNatal, Sabino Arana 1, 08028, Barcelona, Spain
| | - Oscar J Pozo
- Integrative Pharmacology and Systems Neuroscience Group (FINS), IMIM, Hospital del Mar, Doctor Aiguader 88, Barcelona, Spain.
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43
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Walvekar A, Rashida Z, Maddali H, Laxman S. A versatile LC-MS/MS approach for comprehensive, quantitative analysis of central metabolic pathways. Wellcome Open Res 2018; 3:122. [PMID: 30345389 PMCID: PMC6171562 DOI: 10.12688/wellcomeopenres.14832.1] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/17/2018] [Indexed: 11/23/2022] Open
Abstract
Liquid chromatography-mass spectrometry (LC-MS/MS) based approaches are widely used for the identification and quantitation of specific metabolites, and are a preferred approach towards analyzing cellular metabolism. Most methods developed come with specific requirements such as unique columns, ion-pairing reagents and pH conditions, and typically allow measurements in a specific pathway alone. Here, we present a single column-based set of methods for simultaneous coverage of multiple pathways, primarily focusing on central carbon, amino acid, and nucleotide metabolism. We further demonstrate the use of this method for quantitative, stable isotope-based metabolic flux experiments, expanding its use beyond steady-state level measurements of metabolites. The expected kinetics of label accumulation pertinent to the pathway under study are presented with some examples. The methods discussed here are broadly applicable, minimize the need for multiple chromatographic resolution methods, and highlight how simple labeling experiments can be valuable in facilitating a comprehensive understanding of the metabolic state of cells.
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Affiliation(s)
- Adhish Walvekar
- Institute for Stem Cell biology and Regenerative Medicine (inStem), Bangalore, Karnataka, 560065, India
| | - Zeenat Rashida
- Institute for Stem Cell biology and Regenerative Medicine (inStem), Bangalore, Karnataka, 560065, India
- Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Hemanth Maddali
- Institute for Stem Cell biology and Regenerative Medicine (inStem), Bangalore, Karnataka, 560065, India
| | - Sunil Laxman
- Institute for Stem Cell biology and Regenerative Medicine (inStem), Bangalore, Karnataka, 560065, India
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44
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Daemen A, Liu B, Song K, Kwong M, Gao M, Hong R, Nannini M, Peterson D, Liederer BM, de la Cruz C, Sangaraju D, Jaochico A, Zhao X, Sandoval W, Hunsaker T, Firestein R, Latham S, Sampath D, Evangelista M, Hatzivassiliou G. Pan-Cancer Metabolic Signature Predicts Co-Dependency on Glutaminase and De Novo Glutathione Synthesis Linked to a High-Mesenchymal Cell State. Cell Metab 2018; 28:383-399.e9. [PMID: 30043751 DOI: 10.1016/j.cmet.2018.06.003] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Revised: 03/16/2018] [Accepted: 06/04/2018] [Indexed: 12/20/2022]
Abstract
The enzyme glutaminase (GLS1) is currently in clinical trials for oncology, yet there are no clear diagnostic criteria to identify responders. The evaluation of 25 basal breast lines expressing GLS1, predominantly through its splice isoform GAC, demonstrated that only GLS1-dependent basal B lines required it for maintaining de novo glutathione synthesis in addition to mitochondrial bioenergetics. Drug sensitivity profiling of 407 tumor lines with GLS1 and gamma-glutamylcysteine synthetase (GCS) inhibitors revealed a high degree of co-dependency on both enzymes across indications, suggesting that redox balance is a key function of GLS1 in tumors. To leverage these findings, we derived a pan-cancer metabolic signature predictive of GLS1/GCS co-dependency and validated it in vivo using four lung patient-derived xenograft models, revealing the additional requirement for expression of GAC above a threshold (log2RPKM + 1 ≥ 4.5, where RPKM is reads per kilobase per million mapped reads). Analysis of the pan-TCGA dataset with our signature identified multiple indications, including mesenchymal tumors, as putative responders to GLS1 inhibitors.
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Affiliation(s)
- Anneleen Daemen
- Bioinformatics and Computational Biology, Genentech, South San Francisco, CA 94080, USA.
| | - Bonnie Liu
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Kyung Song
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Mandy Kwong
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Min Gao
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Rebecca Hong
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Michelle Nannini
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - David Peterson
- Discovery Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Bianca M Liederer
- Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA 94080, USA
| | - Cecile de la Cruz
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Dewakar Sangaraju
- Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA 94080, USA
| | - Allan Jaochico
- Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA 94080, USA
| | - Xiaofeng Zhao
- Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA 94080, USA
| | - Wendy Sandoval
- Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA 94080, USA
| | - Thomas Hunsaker
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
| | - Ron Firestein
- Pathology, Genentech, South San Francisco, CA 94080, USA
| | - Sheerin Latham
- Drug Metabolism and Pharmacokinetics, Genentech, South San Francisco, CA 94080, USA
| | - Deepak Sampath
- Translational Oncology, Genentech, South San Francisco, CA 94080, USA
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45
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Søgaard CK, Blindheim A, Røst LM, Petrović V, Nepal A, Bachke S, Liabakk NB, Gederaas OA, Viset T, Arum CJ, Bruheim P, Otterlei M. "Two hits - one stone"; increased efficacy of cisplatin-based therapies by targeting PCNA's role in both DNA repair and cellular signaling. Oncotarget 2018; 9:32448-32465. [PMID: 30197755 PMCID: PMC6126690 DOI: 10.18632/oncotarget.25963] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 07/31/2018] [Indexed: 01/08/2023] Open
Abstract
Low response rate and rapid development of resistance against commonly used chemotherapeutic regimes demand new multi-targeting anti-cancer strategies. In this study, we target the stress-related roles of the scaffold protein PCNA with a cell-penetrating peptide containing the PCNA-interacting motif APIM. The APIM-peptide increased the efficacy of cisplatin-based therapies in a muscle-invasive bladder cancer (MIBC) solid tumor model in rat and in bladder cancer (BC) cell lines. By combining multiple omics-levels, from gene expression to proteome/kinome and metabolome, we revealed a unique downregulation of the EGFR/ERBB2 and PI3K/Akt/mTOR pathways in the APIM-peptide-cisplatin combination treated cells. Additionally, the combination treatment reduced the expression of anti-apoptotic proteins and proteins involved in development of resistance to cisplatin. Concurrently, we observed increased levels of DNA breaks in combination treated cells, suggesting that the APIM-peptide impaired PCNA - DNA repair protein interactions and reduced the efficacy of repair. This was also seen in cisplatin-resistant cells, which notably was re-sensitized to cisplatin by the APIM-peptide. Our data indicate that the increased efficacy of cisplatin treatment is mediated both via downregulation of known oncogenic signaling pathways and inhibition of DNA repair/translesion synthesis (TLS), thus the APIM-peptide hits both nuclear and cytosolic functions of PCNA. The novel multi-targeting strategy of the APIM-peptide could potentially improve the efficacy of chemotherapeutic regiments for treatment of MIBC, and likely other solid tumors.
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Affiliation(s)
- Caroline Krogh Søgaard
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Augun Blindheim
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Urology and Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Lisa M Røst
- Department of Biotechnology and Food Science, NTNU, Trondheim, Norway
| | - Voin Petrović
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Anala Nepal
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Siri Bachke
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Nina-Beate Liabakk
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Odrun A Gederaas
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Trond Viset
- Department of Pathology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Carl-Jørgen Arum
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Urology and Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Per Bruheim
- Department of Biotechnology and Food Science, NTNU, Trondheim, Norway
| | - Marit Otterlei
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.,APIM Therapeutics A/S, Trondheim, Norway
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46
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Hu Y, Gao A, Liao H, Zhang M, Xu G, Gao L, Xu L, Zhou Y, Gao J, Ye Q, Li J. 3-(7-Azaindolyl)-4-indolylmaleimides as a novel class of mutant isocitrate dehydrogenase-1 inhibitors: Design, synthesis, and biological evaluation. Arch Pharm (Weinheim) 2018; 351:e1800039. [PMID: 30113716 DOI: 10.1002/ardp.201800039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 07/03/2018] [Accepted: 07/11/2018] [Indexed: 12/19/2022]
Abstract
A series of 3-(7-azainodyl)-4-indolylmaleimides was designed, synthesized, and evaluated for their isocitrate dehydrogenase 1 (IDH1)/R132H inhibitory activities. Many compounds such as 11a, 11c, 11e, 11g, and 11s exhibited favorable inhibitory effects on IDH1/R132H and were highly selective against the wild-type IDH1. Evaluation of the biological activities at the cellular level showed that compounds 11a, 11c, 11e, 11g, and 11s could effectively suppress the production of 2-hydroxyglutaric acid in U87MG cells expressing IDH1/R132H. Preliminary structure-activity relationship (SAR) and molecular modeling studies were discussed based on the experimental data obtained. These findings may provide new insights into the development of novel IDH1/R132H inhibitors.
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Affiliation(s)
- Yuanyuan Hu
- State Key Laboratory Breeding Base of Green Chemistry-Synthesis Technology, Zhejiang University of Technology, Hangzhou, China
| | - Anhui Gao
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Honghui Liao
- The Second People Hospital of Xihu District, Hangzhou, China
| | - Mengmeng Zhang
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Gaoya Xu
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Lixin Gao
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Lei Xu
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Yubo Zhou
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
| | - Jianrong Gao
- State Key Laboratory Breeding Base of Green Chemistry-Synthesis Technology, Zhejiang University of Technology, Hangzhou, China
| | - Qing Ye
- State Key Laboratory Breeding Base of Green Chemistry-Synthesis Technology, Zhejiang University of Technology, Hangzhou, China
| | - Jia Li
- National Center for Drug Screening, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
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47
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Fast quantification of short chain fatty acids and ketone bodies by liquid chromatography-tandem mass spectrometry after facile derivatization coupled with liquid-liquid extraction. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1083:137-145. [DOI: 10.1016/j.jchromb.2018.02.040] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 01/22/2018] [Accepted: 02/28/2018] [Indexed: 01/04/2023]
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48
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Abstract
Urine is a biological matrix that contains hundreds of metabolic end products which constitute the urinary metabolome. The development and advances on LC-MS/MS have revolutionized the analytical study of biomolecules by enabling their accurate identification and quantification in an unprecedented manner. Nowadays, LC-MS/MS is helping to unveil the complexity of urine metabolome, and the results obtained have multiple biomedical applications. This review focuses on the targeted LC-MS/MS analysis of the urine metabolome. In the first part, we describe general considerations (from sample collection to quantitation) required for a proper targeted metabolic analysis. In the second part, we address the urinary analysis and recent applications of four relevant families: amino acids, catecholamines, lipids and steroids.
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49
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Deng P, Higashi RM, Lane AN, Bruntz RC, Sun RC, Ramakrishnam Raju MV, Nantz MH, Qi Z, Fan TWM. Quantitative profiling of carbonyl metabolites directly in crude biological extracts using chemoselective tagging and nanoESI-FTMS. Analyst 2017; 143:311-322. [PMID: 29192912 PMCID: PMC6759371 DOI: 10.1039/c7an01256j] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The extensive range of chemical structures, wide range of abundances, and chemical instability of metabolites present in the metabolome pose major analytical challenges that are difficult to address with existing technologies. To address these issues, one approach is to target a subset of metabolites that share a functional group, such as ketones and aldehydes, using chemoselective tagging. Here we report a greatly improved chemoselective method for the quantitative analysis of hydrophilic and hydrophobic carbonyl-containing metabolites directly in biological samples. This method is based on direct tissue or cells extraction with simultaneous derivatization of stable and labile carbonylated metabolites using N-[2-(aminooxy)ethyl]-N,N-dimethyl-1-dodecylammonium (QDA) and 13CD3 labeled QDA. We combined innovations of direct quenching of biological sample with frozen derivatization conditions under the catalyst N,N-dimethyl-p-phenylenediamine, which facilitated the formation of oxime stable-isotope ion pairs differing by m/z 4.02188 while minimizing metabolite degradation. The resulting oximes were extracted by HyperSep C8 tips to remove interfering compounds, and the products were detected using nano-electrospray ionization interfaced with a Thermo Fusion mass spectrometer. The quaternary ammonium tagging greatly increased electrospray MS detection sensitivity and the signature ions pairs enabled simple identification of carbonyl compounds. The improved method showed the lower limits of quantification for carbonyl standards to be in the range of 0.20-2 nM, with linearity of R2 > 0.99 over 4 orders of magnitude. We have applied the method to assign 66 carbonyls in mouse tumor tissues, many of which could not be assigned solely by accurate mass and tandem MS. Fourteen of the metabolites were quantified using authentic standards. We also demonstrated the suitability of this method for determining 13C labeled isotopologues of carbonyl metabolites in 13C6-glucose-based stable isotope-resolved metabolomic (SIRM) studies.
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Affiliation(s)
- Pan Deng
- Center for Environmental and Systems Biochemistry, Markey Cancer Center, and Dept. Toxicology & Cancer Biology, University of Kentucky, Lexington, Kentucky 40536-0596, USA.
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Wang P, Shehu AI, Lu J, Joshi RH, Venkataramanan R, Sugamori KS, Grant DM, Zhong XB, Ma X. Deficiency of N-acetyltransferase increases the interactions of isoniazid with endobiotics in mouse liver. Biochem Pharmacol 2017; 145:218-225. [PMID: 28888949 DOI: 10.1016/j.bcp.2017.09.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Accepted: 09/05/2017] [Indexed: 12/29/2022]
Abstract
Acetylation is the major metabolic pathway of isoniazid (INH) mediated by N-acetyltransferases (NATs). Previous reports suggest that slow acetylators have higher risks of INH hepatotoxicity than rapid acetylators, but the detailed mechanisms remain elusive. The current study used Nat1/2(-/-) mice to mimic NAT slow metabolizers and to investigate INH metabolism in the liver. We found that INH acetylation is abolished in the liver of Nat1/2(-/-) mice, suggesting that INH acetylation is fully dependent on NAT1/2. In addition to the acetylation pathway, INH can be hydrolyzed to form hydrazine (Hz) and isonicotinic acid (INA). We found that INA level was not altered in the liver of Nat1/2(-/-) mice, indicating that deficiency of NAT1/2 has no effect on INH hydrolysis. Because INH acetylation was abolished and INH hydrolysis was not altered in Nat1/2(-/-) mice, we expected an extremely high level of INH in the liver. However, we only observed a modest accumulation of INH in the liver of Nat1/2(-/-) mice, suggesting that there are alternative pathways in INH metabolism in NAT1/2 deficient condition. Our further studies revealed that the conjugated metabolites of INH with endobiotics, including fatty acids and vitamin B6, were significantly increased in the liver of Nat1/2(-/-) mice. In summary, this study illustrated that deficiency of NAT1/2 decreases INH acetylation, but increases the interactions of INH with endobiotics in the liver. These findings can be used to guide future studies on the mechanisms of INH hepatotoxicity in NAT slow metabolizers.
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Affiliation(s)
- Pengcheng Wang
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Amina I Shehu
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Jie Lu
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Rujuta H Joshi
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Raman Venkataramanan
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Kim S Sugamori
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Denis M Grant
- Department of Pharmacology and Toxicology, Faculty of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Xiao-Bo Zhong
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, CT 06269, USA
| | - Xiaochao Ma
- Center for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA.
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