1
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Kantner DS, Megill E, Bostwick A, Yang V, Bekeova C, Van Scoyk A, Seifert EL, Deininger MW, Snyder NW. Comparison of colorimetric, fluorometric, and liquid chromatography-mass spectrometry assays for acetyl-coenzyme A. Anal Biochem 2024; 685:115405. [PMID: 38016493 PMCID: PMC10955768 DOI: 10.1016/j.ab.2023.115405] [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: 08/18/2023] [Revised: 11/08/2023] [Accepted: 11/17/2023] [Indexed: 11/30/2023]
Abstract
Acetyl-Coenzyme A is a central metabolite in catabolic and anabolic pathways as well as the acyl donor for acetylation reactions. Multiple quantitative measurement techniques for acetyl-CoA have been reported, including commercially available kits. Comparisons between techniques for acetyl-CoA measurement have not been reported. This lack of comparability between assays makes context-specific assay selection and interpretation of results reporting changes in acetyl-CoA metabolism difficult. We compared commercially available colorimetric ELISA and fluorometric enzymatic-based kits to liquid chromatography-mass spectrometry-based assays using tandem mass spectrometry (LC-MS/MS) and high-resolution mass spectrometry (LC-HRMS). The colorimetric ELISA kit did not produce interpretable results even with commercially available pure standards. The fluorometric enzymatic kit produced comparable results to the LC-MS-based assays depending on matrix and extraction. LC-MS/MS and LC-HRMS assays produced well-aligned results, especially when incorporating stable isotope-labeled internal standards. In addition, we demonstrated the multiplexing capability of the LC-HRMS assay by measuring a suite of short-chain acyl-CoAs in a variety of acute myeloid leukemia cell lines and patient cells.
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Affiliation(s)
- Daniel S Kantner
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Aging + Cardiovascular Discovery Center, Philadelphia, PA, 19140, USA
| | - Emily Megill
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Aging + Cardiovascular Discovery Center, Philadelphia, PA, 19140, USA
| | - Anna Bostwick
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Aging + Cardiovascular Discovery Center, Philadelphia, PA, 19140, USA
| | - Vicky Yang
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Aging + Cardiovascular Discovery Center, Philadelphia, PA, 19140, USA
| | - Carmen Bekeova
- MitoCare Center, Department of Pathology, Anatomy, and Cell Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | | | - Erin L Seifert
- MitoCare Center, Department of Pathology, Anatomy, and Cell Biology, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Michael W Deininger
- Versiti Blood Research Institute and Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Nathaniel W Snyder
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Aging + Cardiovascular Discovery Center, Philadelphia, PA, 19140, USA.
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2
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Kantner DS, Megill E, Bostwick A, Yang V, Bekeova C, Van Scoyk A, Seifert E, Deininger MW, Snyder NW. Comparison of colorimetric, fluorometric, and liquid chromatography-mass spectrometry assays for acetyl-coenzyme A. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.01.543311. [PMID: 37398224 PMCID: PMC10312605 DOI: 10.1101/2023.06.01.543311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Acetyl-Coenzyme A is a central metabolite in catabolic and anabolic pathways as well as the acyl donor for acetylation reactions. Multiple quantitative measurement techniques for acetyl-CoA have been reported, including commercially available kits. Comparisons between techniques for acetyl-CoA measurement have not been reported. This lack of comparability between assays makes context-specific assay selection and interpretation of results reporting changes in acetyl-CoA metabolism difficult. We compared commercially available colorimetric ELISA and fluorometric enzymatic-based kits to liquid chromatography-mass spectrometry-based assays using tandem mass spectrometry (LC-MS/MS) and high-resolution mass spectrometry (LC-HRMS). The colorimetric ELISA kit did not produce interpretable results even with commercially available pure standards. The fluorometric enzymatic kit produced comparable results to the LC-MS-based assays depending on matrix and extraction. LC-MS/MS and LC-HRMS assays produced well-aligned results, especially when incorporating stable isotope-labeled internal standards. In addition, we demonstrated the multiplexing capability of the LC-HRMS assay by measuring a suite of short-chain acyl-CoAs in a variety of acute myeloid leukemia cell lines and patient cells.
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Affiliation(s)
- Daniel S Kantner
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Center for Metabolic Disease Research, Philadelphia, PA 19140, USA
| | - Emily Megill
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Center for Metabolic Disease Research, Philadelphia, PA 19140, USA
| | - Anna Bostwick
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Center for Metabolic Disease Research, Philadelphia, PA 19140, USA
| | - Vicky Yang
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Center for Metabolic Disease Research, Philadelphia, PA 19140, USA
| | - Carmen Bekeova
- MitoCare Center, Department of Pathology, Anatomy, and Cell Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | | | - Erin Seifert
- MitoCare Center, Department of Pathology, Anatomy, and Cell Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Michael W Deininger
- Versiti Blood Research Institute and Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Nathaniel W Snyder
- Lewis Katz School of Medicine at Temple University, Department of Cardiovascular Sciences, Center for Metabolic Disease Research, Philadelphia, PA 19140, USA
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3
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An Z, Tao H, Wang Y, Xia B, Zou Y, Fu S, Fang F, Sun X, Huang R, Xia Y, Deng Z, Liu R, Liu T. Increasing the heterologous production of spinosad in Streptomyces albus J1074 by regulating biosynthesis of its polyketide skeleton. Synth Syst Biotechnol 2021; 6:292-301. [PMID: 34584996 PMCID: PMC8453208 DOI: 10.1016/j.synbio.2021.09.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 08/27/2021] [Accepted: 09/13/2021] [Indexed: 11/18/2022] Open
Abstract
Spinosyns are natural broad-spectrum biological insecticides with a double glycosylated polyketide structure that are produced by aerobic fermentation of the actinomycete, Saccharopolyspora spinosa. However, their large-scale overproduction is hindered by poorly understood bottlenecks in optimizing the original strain, and poor adaptability of the heterologous strain to the production of spinosyn. In this study, we genetically engineered heterologous spinosyn-producer Streptomyces albus J1074 and optimized the fermentation to improve the production of spinosad (spinosyn A and spinosyn D) based on our previous work. We systematically investigated the result of overexpressing polyketide synthase genes (spnA, B, C, D, E) using a constitutive promoter on the spinosad titer in S. albus J1074. The supply of polyketide synthase precursors was then increased to further improve spinosad production. Finally, increasing or replacing the carbon source of the culture medium resulted in a final spinosad titer of ∼70 mg/L, which is the highest titer of spinosad achieved in heterologous Streptomyces species. This research provides useful strategies for efficient heterologous production of natural products.
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Key Words
- 2-[2-hydroxy-1,1-bis(hydroxymethyl)ethyl)amino]ethanesulfonic acid, (TES)
- HPLC-high resolution mass spectrometer, (HPLC-HRMS)
- Heterologous production
- Luria−Bertani, (LB)
- Polyketide
- Polyketide synthase
- Spinosad
- Spinosyn
- Streptomyces
- acetyl-CoA carboxylase, (ACC)
- acetyl-CoA synthetase, (AcsA)
- biosynthetic gene cluster, (BGC)
- high-performance liquid chromatography, (HPLC)
- limit of detection, (LoD)
- overlap extension-polymerase chain reaction, (OE-PCR)
- polyketide synthase, (PKS)
- propionyl-CoA carboxylase, (PCC)
- soya flour mannitol, (SFM)
- β and ε subunits of Acc, (AccBE)
- β and ε subunits of PCC, (PccBE)
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Affiliation(s)
- Ziheng An
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Hui Tao
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Yong Wang
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Bingqing Xia
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Yang Zou
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Shuai Fu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Fang Fang
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Xiao Sun
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Renqiong Huang
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Yao Xia
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Zixin Deng
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
| | - Ran Liu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
- CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
| | - Tiangang Liu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education and Wuhan University School of Pharmaceutical Sciences, Wuhan, 430071, PR China
- Hubei Engineering Laboratory for Synthetic Microbiology, Wuhan Institute of Biotechnology, Wuhan, 430075, PR China
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4
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Cakić N, Kopke B, Rabus R, Wilkes H. Suspect screening and targeted analysis of acyl coenzyme A thioesters in bacterial cultures using a high-resolution tribrid mass spectrometer. Anal Bioanal Chem 2021; 413:3599-3610. [PMID: 33881564 PMCID: PMC8141488 DOI: 10.1007/s00216-021-03318-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 03/14/2021] [Accepted: 03/30/2021] [Indexed: 11/20/2022]
Abstract
Analysis of acyl coenzyme A thioesters (acyl-CoAs) is crucial in the investigation of a wide range of biochemical reactions and paves the way to fully understand the concerned metabolic pathways and their superimposed networks. We developed two methods for suspect screening of acyl-CoAs in bacterial cultures using a high-resolution Orbitrap Fusion tribrid mass spectrometer. The methods rely on specific fragmentation patterns of the target compounds, which originate from the coenzyme A moiety. They make use of the formation of the adenosine 3′,5′-diphosphate key fragment (m/z 428.0365) and the neutral loss of the adenosine 3′-phosphate-5′-diphosphate moiety (506.9952) as preselection criteria for the detection of acyl-CoAs. These characteristic ions are generated either by an optimised in-source fragmentation in a full scan Orbitrap measurement or by optimised HCD fragmentation. Additionally, five different filters are included in the design of method. Finally, data-dependent MS/MS experiments on specifically preselected precursor ions are performed. The utility of the methods is demonstrated by analysing cultures of the denitrifying betaproteobacterium “Aromatoleum” sp. strain HxN1 anaerobically grown with hexanoate. We detected 35 acyl-CoAs in total and identified 24 of them by comparison with reference standards, including all 9 acyl-CoA intermediates expected to occur in the degradation pathway of hexanoate. The identification of additional acyl-CoAs provides insight into further metabolic processes occurring in this bacterium. The sensitivity of the method described allows detecting acyl-CoAs present in biological samples in highly variable abundances. Graphical abstract ![]()
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Affiliation(s)
- Nevenka Cakić
- Organic Geochemistry, Carl von Ossietzky University Oldenburg, 26129, Oldenburg, Germany.
| | - Bernd Kopke
- Organic Geochemistry, Carl von Ossietzky University Oldenburg, 26129, Oldenburg, Germany
| | - Ralf Rabus
- General & Molecular Microbiology, Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, 26129, Oldenburg, Germany
| | - Heinz Wilkes
- Organic Geochemistry, Carl von Ossietzky University Oldenburg, 26129, Oldenburg, Germany
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Li P, Gawaz M, Chatterjee M, Lämmerhofer M. Targeted Profiling of Short-, Medium-, and Long-Chain Fatty Acyl-Coenzyme As in Biological Samples by Phosphate Methylation Coupled to Liquid Chromatography-Tandem Mass Spectrometry. Anal Chem 2021; 93:4342-4350. [PMID: 33620217 DOI: 10.1021/acs.analchem.1c00664] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Fatty acyl-coenzyme As (acyl-CoAs) are of central importance in lipid metabolism pathways. Short-chain acyl-CoAs are usually part of metabolomics, and medium- to (very) long-chain acyl-CoAs are focus of lipidomics studies. However, owing to the specific complex and amphiphilic nature contributed by fatty acyl chains and hydrophilic CoA moiety, lipidomic analysis of acyl-CoAs is still challenging, especially in terms of sample preparation and chromatographic coverage. In this work, we propose a derivatization strategy of acyl-CoAs based on phosphate methylation. After derivatization, full coverage (from free CoA to C25:0-CoA) and good peak shape in liquid chromatography were achieved. At the same time, analyte loss due to the high affinity of phosphate groups to glass and metallic surfaces was resolved, which is beneficial for routine analysis in large-scale lipidomics studies. A sample preparation method based on mixed-mode SPE was developed to optimize extraction recoveries and allow optimal integration of the derivatization process in the analytical workflow. LC-MS/MS was performed with targeted data acquisition by SRM transitions, which were constructed based on similar fragmentation rules observed for all methylated acyl-CoAs. To achieve accurate quantification, uniformly 13C-labeled metabolite extract from yeast cells was taken as internal standards. Odd-chain and stable isotope-labeled acyl-CoAs were used as surrogate calibrants in the same matrix. LOQs were between 16.9 nM (short-chain acyl-CoAs) and 4.2 nM (very-long-chain acyl-CoAs). This method was validated in cultured cells and was applied in HeLa cells and human platelets of coronary artery disease patients. It revealed distinct acyl-CoA profiles in HeLa cells and platelets. The results showed that this method can effectively detect acyl-CoAs in biological samples. Considering their central importance in many de novo lipid biosynthesis and remodeling processes, this targeted method offers a valid foundation for future lipidomics analysis of acyl-CoA profiles in biological samples, particularly those concerning metabolic syndrome.
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Affiliation(s)
- Peng Li
- Institute of Pharmaceutical Sciences, Pharmaceutical (Bio-)Analysis, University of Tübingen, 72076 Tübingen, Germany
| | - Meinrad Gawaz
- Department of Cardiology and Angiology, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Madhumita Chatterjee
- Department of Cardiology and Angiology, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Michael Lämmerhofer
- Institute of Pharmaceutical Sciences, Pharmaceutical (Bio-)Analysis, University of Tübingen, 72076 Tübingen, Germany
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6
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Lam SM, Zhou T, Li J, Zhang S, Chua GH, Li B, Shui G. A robust, integrated platform for comprehensive analyses of acyl-coenzyme As and acyl-carnitines revealed chain length-dependent disparity in fatty acyl metabolic fates across Drosophila development. Sci Bull (Beijing) 2020; 65:1840-1848. [PMID: 36659124 DOI: 10.1016/j.scib.2020.07.023] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 06/02/2020] [Accepted: 06/15/2020] [Indexed: 01/21/2023]
Abstract
Acyl-coenzyme A thioesters (acyl-CoAs) denote a key class of intermediary metabolites that lies at the hub of major metabolic pathways. The great diversity in polarity between short- and long-chain acyl-CoAs makes it technically challenging to cover an inclusive range of acyl-CoAs within a single method. Levels of acyl-carnitines, which function to convey fatty acyls into mitochondria matrix for β-oxidation, indicate the efficiency of mitochondrial import and utilization of corresponding acyl-CoAs. Herein, we report a robust, integrated platform to allow simultaneous quantitation of endogenous acyl-CoAs and acyl-carnitines. Using this method, we monitored changes in intermediary lipid profiles across Drosophila development under control (ND) and high-fat diet (HFD). We observed specific accumulations of medium-chain (C8-C12) and long-chain (≥C16) acyl-carnitines distinct to L3 larval and pupal stages, respectively. These observations suggested development-specific, chain length-dependent disparity in metabolic fates of acyl-CoAs across Drosophila development, which was validated by deploying the same platform to monitor isotope incorporation introduced from labelled 12:0 and 16:0 fatty acids into extra- and intra-mitochondrial acyl-CoA pools. We found that pupal mitochondria preferentially import and oxidise C12:0-CoAs (accumulated as C12:0-carnitines in L3 stage) over C16:0-CoAs. Preferential oxidation of medium-chain acyl-CoAs limits mitochondrial utilization of long-chain acyl-CoAs (C16-C18), leading to pupal-specific accumulation of long-chain acyl-carnitines mediated by enhanced CPT1-6A activity. HFD skewed C16:0-CoAs towards catabolism over anabolism in pupa, thereby adversely affecting overall development. Our developed platform emphasizes the importance of integrating biological knowledge in the design of pathway-oriented platforms to derive maximal physiological insights from analysis of complex biological systems.
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Affiliation(s)
- Sin Man Lam
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Tianxing Zhou
- LipidALL Technologies Company Limited, Changzhou 213022, China
| | - Jie Li
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shaohua Zhang
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Gek Huey Chua
- LipidALL Technologies Company Limited, Changzhou 213022, China
| | - Bowen Li
- LipidALL Technologies Company Limited, Changzhou 213022, China
| | - Guanghou Shui
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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7
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Gläser L, Kuhl M, Jovanovic S, Fritz M, Vögeli B, Erb TJ, Becker J, Wittmann C. A common approach for absolute quantification of short chain CoA thioesters in prokaryotic and eukaryotic microbes. Microb Cell Fact 2020; 19:160. [PMID: 32778124 PMCID: PMC7418318 DOI: 10.1186/s12934-020-01413-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 07/20/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Thioesters of coenzyme A participate in 5% of all enzymatic reactions. In microbial cell factories, they function as building blocks for products of recognized commercial value, including natural products such as polyketides, polyunsaturated fatty acids, biofuels, and biopolymers. A core spectrum of approximately 5-10 short chain thioesters is present in many microbes, as inferred from their genomic repertoire. The relevance of these metabolites explains the high interest to trace and quantify them in microbial cells. RESULTS Here, we describe a common workflow for extraction and absolute quantification of short chain CoA thioesters in different gram-positive and gram-negative bacteria and eukaryotic yeast, i.e. Corynebacterium glutamicum, Streptomyces albus, Pseudomonas putida, and Yarrowia lipolytica. The approach assessed intracellular CoA thioesters down to the picomolar level and exhibited high precision and reproducibility for all microbes, as shown by principal component analysis. Furthermore, it provided interesting insights into microbial CoA metabolism. A succinyl-CoA synthase defective mutant of C. glutamicum exhibited an unaffected level of succinyl-CoA that indicated a complete compensation by the L-lysine pathway to bypass the disrupted TCA cycle. Methylmalonyl-CoA, an important building block of high-value polyketides, was identified as dominant CoA thioester in the actinomycete S. albus. The microbe revealed a more than 10,000-fold difference in the abundance of intracellular CoA thioesters. A recombinant strain of S. albus, which produced different derivatives of the antituberculosis polyketide pamamycin, revealed a significant depletion of CoA thioesters of the ethylmalonyl CoA pathway, influencing product level and spectrum. CONCLUSIONS The high relevance of short chain CoA thioesters to synthetize industrial products and the interesting insights gained from the examples shown in this work, suggest analyzing these metabolites in microbial cell factories more routinely than done so far. Due to its broad application range, the developed approach appears useful to be applied this purpose. Hereby, the possibility to use one single protocol promises to facilitate automatized efforts, which rely on standardized workflows.
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Affiliation(s)
- Lars Gläser
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Martin Kuhl
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Sofija Jovanovic
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Michel Fritz
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Bastian Vögeli
- Max Planck Institute for Terrestrial Microbiology, Marburg, Germany
| | - Tobias J. Erb
- Max Planck Institute for Terrestrial Microbiology, Marburg, Germany
| | - Judith Becker
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Christoph Wittmann
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
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8
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O’Kane PT, Dudley QM, McMillan AK, Jewett MC, Mrksich M. High-throughput mapping of CoA metabolites by SAMDI-MS to optimize the cell-free biosynthesis of HMG-CoA. SCIENCE ADVANCES 2019; 5:eaaw9180. [PMID: 31183410 PMCID: PMC6551189 DOI: 10.1126/sciadv.aaw9180] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 05/02/2019] [Indexed: 05/30/2023]
Abstract
Metabolic engineering uses enzymes to produce small molecules with industrial, pharmaceutical, and energy applications. However, efforts to optimize enzymatic pathways for commercial production are limited by the throughput of assays for quantifying metabolic intermediates and end products. We developed a multiplexed method for profiling CoA-dependent pathways that uses a cysteine-terminated peptide to covalently capture CoA-bound metabolites. Captured metabolites are then rapidly separated from the complex mixture by immobilization onto arrays of self-assembled monolayers and directly quantified by SAMDI mass spectrometry. We demonstrate the throughput of the assay by characterizing the cell-free synthesis of HMG-CoA, a key intermediate in the biosynthesis of isoprenoids, collecting over 10,000 individual spectra to map more than 800 unique reaction conditions. We anticipate that our rapid and robust analytical method will accelerate efforts to engineer metabolic pathways.
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Affiliation(s)
- Patrick T. O’Kane
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | - Quentin M. Dudley
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
| | - Aislinn K. McMillan
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | - Michael C. Jewett
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Milan Mrksich
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Department of Chemistry, Northwestern University, Evanston, IL, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
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9
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Krink-Koutsoubelis N, Loechner AC, Lechner A, Link H, Denby CM, Vögeli B, Erb TJ, Yuzawa S, Jakociunas T, Katz L, Jensen MK, Sourjik V, Keasling JD. Engineered Production of Short-Chain Acyl-Coenzyme A Esters in Saccharomyces cerevisiae. ACS Synth Biol 2018; 7:1105-1115. [PMID: 29498824 DOI: 10.1021/acssynbio.7b00466] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Short-chain acyl-coenzyme A esters serve as intermediate compounds in fatty acid biosynthesis, and the production of polyketides, biopolymers and other value-added chemicals. S. cerevisiae is a model organism that has been utilized for the biosynthesis of such biologically and economically valuable compounds. However, its limited repertoire of short-chain acyl-CoAs effectively prevents its application as a production host for a plethora of natural products. Therefore, we introduced biosynthetic metabolic pathways to five different acyl-CoA esters into S. cerevisiae. Our engineered strains provide the following acyl-CoAs: propionyl-CoA, methylmalonyl-CoA, n-butyryl-CoA, isovaleryl-CoA and n-hexanoyl-CoA. We established a yeast-specific metabolite extraction protocol to determine the intracellular acyl-CoA concentrations in the engineered strains. Propionyl-CoA was produced at 4-9 μM; methylmalonyl-CoA at 0.5 μM; and isovaleryl-CoA, n-butyryl-CoA, and n-hexanoyl-CoA at 6 μM each. The acyl-CoAs produced in this study are common building blocks of secondary metabolites and will enable the engineered production of a variety of natural products in S. cerevisiae. By providing this toolbox of acyl-CoA producing strains, we have laid the foundation to explore S. cerevisiae as a heterologous production host for novel secondary metabolites.
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Affiliation(s)
- Nicolas Krink-Koutsoubelis
- Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- LOEWE Center for Synthetic Microbiology (SYNMIKRO), 35043 Marburg, Germany
| | - Anne C. Loechner
- Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- LOEWE Center for Synthetic Microbiology (SYNMIKRO), 35043 Marburg, Germany
| | - Anna Lechner
- Joint BioEnergy Institute, Emeryville, California 94608, United States
| | - Hannes Link
- Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- LOEWE Center for Synthetic Microbiology (SYNMIKRO), 35043 Marburg, Germany
| | - Charles M. Denby
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Biological System & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Bastian Vögeli
- Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- LOEWE Center for Synthetic Microbiology (SYNMIKRO), 35043 Marburg, Germany
| | - Tobias J. Erb
- Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- LOEWE Center for Synthetic Microbiology (SYNMIKRO), 35043 Marburg, Germany
| | - Satoshi Yuzawa
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Biological System & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Tadas Jakociunas
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Leonard Katz
- Synthetic Biology Engineering Research Center, Emeryville, California 94608, United States
| | - Michael K. Jensen
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Victor Sourjik
- Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- LOEWE Center for Synthetic Microbiology (SYNMIKRO), 35043 Marburg, Germany
| | - Jay D. Keasling
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Biological System & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Synthetic Biology Engineering Research Center, Emeryville, California 94608, United States
- Department of Chemical and Biomolecular Engineering & Department of Bioengineering, University of California, Berkeley, California 94720, United States
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
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10
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Abrankó L, Williamson G, Gardner S, Kerimi A. Comprehensive quantitative analysis of fatty-acyl-Coenzyme A species in biological samples by ultra-high performance liquid chromatography-tandem mass spectrometry harmonizing hydrophilic interaction and reversed phase chromatography. J Chromatogr A 2017; 1534:111-122. [PMID: 29290399 DOI: 10.1016/j.chroma.2017.12.052] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 12/18/2017] [Accepted: 12/19/2017] [Indexed: 02/07/2023]
Abstract
Fatty acyl-Coenzyme A species (acyl-CoAs) are key biomarkers in studies focusing on cellular energy metabolism. Existing analytical approaches are unable to simultaneously detect the full range of short-, medium-, and long-chain acyl-CoAs, while chromatographic limitations encountered in the analysis of limited amounts of biological samples are an often overlooked problem. We report the systematic development of a UHPLC-ESI-MS/MS method which incorporates reversed phase (RP) and hydrophilic interaction liquid chromatography (HILIC) separations in series, in an automated mode. The protocol outlined encompasses quantification of acyl-CoAs of varying hydrophobicity from C2 to C20 with recoveries in the range of 90-111 % and limit of detection (LOD) 1-5 fmol, which is substantially lower than previously published methods. We demonstrate that the poor chromatographic performance and signal losses in MS detection, typically observed for phosphorylated organic molecules, can be avoided by the incorporation of a 0.1% phosphoric acid wash step between injections. The methodological approach presented here permits a highly reliable, sensitive and precise analysis of small amounts of tissues and cell samples as demonstrated in mouse liver, human hepatic (HepG2) and skeletal muscle (LHCNM2) cells. The considerable improvements discussed pave the way for acyl-CoAs to be incorporated in routine targeted lipid biomarker profile studies.
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Affiliation(s)
- László Abrankó
- University of Leeds, School of Food Science and Nutrition, Leeds, LS2 9JT, UK
| | - Gary Williamson
- University of Leeds, School of Food Science and Nutrition, Leeds, LS2 9JT, UK
| | - Samantha Gardner
- University of Leeds, School of Food Science and Nutrition, Leeds, LS2 9JT, UK
| | - Asimina Kerimi
- University of Leeds, School of Food Science and Nutrition, Leeds, LS2 9JT, UK.
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11
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Wang S, Wang Z, Zhou L, Shi X, Xu G. Comprehensive Analysis of Short-, Medium-, and Long-Chain Acyl-Coenzyme A by Online Two-Dimensional Liquid Chromatography/Mass Spectrometry. Anal Chem 2017; 89:12902-12908. [PMID: 29098853 DOI: 10.1021/acs.analchem.7b03659] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Acyl-coenzyme A (CoA) is a pivotal metabolic intermediate in numerous biological processes. However, comprehensive analysis of acyl-CoAs is still challenging as the properties of acyl-CoAs greatly vary with different carbon chains. Here, we designed a two-dimensional liquid chromatography method coupled with high-resolution mass spectrometry (2D LC/HRMS) to cover all short-, medium-, and long-chain acyl-CoAs within one analytical run. Complex acyl-CoAs were separated into two fractions according to their acyl chains by the first dimensional prefractionation. Then, two fractions containing short-chain acyl-CoAs or medium- and long-chain acyl-CoAs were further separated by the two parallel columns in the second dimension. Nineteen representative standards were chosen to optimize the analytical conditions of the 2D LC/HRMS method. Resolution and sensitivity were demonstrated to be improved greatly, and lowly abundant acyl-CoAs and acyl-CoA isomers could be detected and distinguished. By using the 2D LC/HRMS method, 90 acyl-CoAs (including 21 acyl-dephospho-CoAs) were identified from liver extracts, which indicated that our method was one of the most powerful approaches for obtaining comprehensive profiling of acyl-CoAs so far. The method was further employed in the metabolomics study of malignant glioma cells with an isocitrate dehydrogenase 1 (IDH1) mutation to explore their metabolic differences. A total of 46 acyl-CoAs (including 2 acyl-dephospho-CoAs) were detected, and 12 of them were dysregulated in glioma cells with the IDH1 mutation. These results demonstrated the practicability and the superiority of the established method. Therefore, the 2D LC/HRMS method provides a robust and reproducible approach to the comprehensive analysis of acyl-CoAs in tissues, cells, and other biological samples.
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Affiliation(s)
- Shuangyuan Wang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023, China.,University of Chinese Academy of Sciences , Beijing 100049, China
| | - Zhichao Wang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023, China.,University of Chinese Academy of Sciences , Beijing 100049, China
| | - Lina Zhou
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023, China
| | - Xianzhe Shi
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023, China
| | - Guowang Xu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences , Dalian 116023, China
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12
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Warnke M, Jacoby C, Jung T, Agne M, Mergelsberg M, Starke R, Jehmlich N, von Bergen M, Richnow HH, Brüls T, Boll M. A patchwork pathway for oxygenase-independent degradation of side chain containing steroids. Environ Microbiol 2017; 19:4684-4699. [PMID: 28940833 DOI: 10.1111/1462-2920.13933] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 09/11/2017] [Accepted: 09/14/2017] [Indexed: 12/22/2022]
Abstract
The denitrifying betaproteobacterium Sterolibacterium denitrificans serves as model organism for studying the oxygen-independent degradation of cholesterol. Here, we demonstrate its capability of degrading various globally abundant side chain containing zoo-, phyto- and mycosterols. We provide the complete genome that empowered an integrated genomics/proteomics/metabolomics approach, accompanied by the characterization of a characteristic enzyme of steroid side chain degradation. The results indicate that individual molybdopterin-containing steroid dehydrogenases are involved in C25-hydroxylations of steroids with different isoprenoid side chains, followed by the unusual conversion to C26-oic acids. Side chain degradation to androsta-1,4-diene-3,17-dione (ADD) via aldolytic C-C bond cleavages involves acyl-CoA synthetases/dehydrogenases specific for the respective 26-, 24- and 22-oic acids/-oyl-CoAs and promiscuous MaoC-like enoyl-CoA hydratases, aldolases and aldehyde dehydrogenases. Degradation of rings A and B depends on gene products uniquely found in anaerobic steroid degraders, which after hydrolytic cleavage of ring A, again involves CoA-ester intermediates. The degradation of the remaining CD rings via hydrolytic cleavage appears to be highly similar in aerobic and anaerobic bacteria. Anaerobic cholesterol degradation employs a composite repertoire of more than 40 genes partially known from aerobic degradation in gammaproteobacteria/actinobacteria, supplemented by unique genes that are required to circumvent oxygenase-dependent reactions.
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Affiliation(s)
- Markus Warnke
- Institute of Biology II, Microbiology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Christian Jacoby
- Institute of Biology II, Microbiology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Tobias Jung
- Institute of Biology II, Microbiology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Michael Agne
- Institute of Biology II, Microbiology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Spemann Graduate School of Biology and Medicine (SGBM), Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Mario Mergelsberg
- Institute of Biology II, Microbiology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Robert Starke
- Department of Molecular Systems Biology, Helmholtz Centre of Environmental Sciences, Leipzig, Germany
| | - Nico Jehmlich
- Department of Molecular Systems Biology, Helmholtz Centre of Environmental Sciences, Leipzig, Germany
| | - Martin von Bergen
- Department of Molecular Systems Biology, Helmholtz Centre of Environmental Sciences, Leipzig, Germany.,Institute of Biochemistry, Faculty of Biosciences, Pharmacy and Psychology, University of Leipzig, Leipzig, Germany
| | - Hans-Hermann Richnow
- Department of Isotope Biogeochemistry, Helmholtz Centre of Environmental Sciences, Leipzig, Germany
| | - Thomas Brüls
- CEA, DRF, IG, Genoscope, Evry, France.,CNRS-UMR8030, Université d'Evry Val d'Essonne and Université Paris-Saclay, Evry, France
| | - Matthias Boll
- Institute of Biology II, Microbiology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
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13
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PknG senses amino acid availability to control metabolism and virulence of Mycobacterium tuberculosis. PLoS Pathog 2017; 13:e1006399. [PMID: 28545104 PMCID: PMC5448819 DOI: 10.1371/journal.ppat.1006399] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Revised: 05/30/2017] [Accepted: 05/04/2017] [Indexed: 11/19/2022] Open
Abstract
Sensing and response to changes in nutrient availability are essential for the lifestyle of environmental and pathogenic bacteria. Serine/threonine protein kinase G (PknG) is required for virulence of the human pathogen Mycobacterium tuberculosis, and its putative substrate GarA regulates the tricarboxylic acid cycle in M. tuberculosis and other Actinobacteria by protein-protein binding. We sought to understand the stimuli that lead to phosphorylation of GarA, and the roles of this regulatory system in pathogenic and non-pathogenic bacteria. We discovered that M. tuberculosis lacking garA was severely attenuated in mice and macrophages and furthermore that GarA lacking phosphorylation sites failed to restore the growth of garA deficient M. tuberculosis in macrophages. Additionally we examined the impact of genetic disruption of pknG or garA upon protein phosphorylation, nutrient utilization and the intracellular metabolome. We found that phosphorylation of GarA requires PknG and depends on nutrient availability, with glutamate and aspartate being the main stimuli. Disruption of pknG or garA caused opposing effects on metabolism: a defect in glutamate catabolism or depletion of intracellular glutamate, respectively. Strikingly, disruption of the phosphorylation sites of GarA was sufficient to recapitulate defects caused by pknG deletion. The results suggest that GarA is a cellular target of PknG and the metabolomics data demonstrate that the function of this signaling system is in metabolic regulation. This function in amino acid homeostasis is conserved amongst the Actinobacteria and provides an example of the close relationship between metabolism and virulence.
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14
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Yang X, Ma Y, Li N, Cai H, Bartlett MG. Development of a Method for the Determination of Acyl-CoA Compounds by Liquid Chromatography Mass Spectrometry to Probe the Metabolism of Fatty Acids. Anal Chem 2017; 89:813-821. [PMID: 27990799 PMCID: PMC5679003 DOI: 10.1021/acs.analchem.6b03623] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Acyl-Coenzyme As (acyl-CoAs) are a group of activated fatty acid molecules participating in multiple cellular processes including lipid synthesis, oxidative metabolism of fatty acids to produce ATP, transcriptional regulation, and protein post-translational modification. Quantification of cellular acyl-CoAs is challenging due to their instability in aqueous solutions and lack of blank matrices. Here we demonstrate an LC-MS/MS analytical method which allows for absolute quantitation with broad coverage of cellular acyl-CoAs. This assay was applied to profile endogenous acyl-CoAs under the challenge of a variety of dietary fatty acids in prostate and hepatic cells. Additionally, this approach allowed for detection of multiple fatty acid metabolic processes including the biogenesis of acyl-CoAs, and their elongation, degradation, and desaturation. Hierarchical clustering in the remodeling of acyl-CoA profiles revealed a fatty-acid-specific pattern across all tested cell lines, which provides a valuable reference for making predictions in other cell models. Individual acyl-CoAs were identified which were altered differentially by exogenous fatty acids in divergent tumorigenicity states of cells. These findings demonstrate the power of acyl-CoA profiling toward understanding the mechanisms for the progression of tumors or other diseases in response to fatty acids.
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Affiliation(s)
- Xiangkun Yang
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
| | - Yongjie Ma
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
| | - Ning Li
- Department of Analytical Chemistry, School of Pharmacy, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenyang, 110016, China
| | - Houjian Cai
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
| | - Michael G. Bartlett
- Department of Pharmaceutical and Biomedical Sciences, University of Georgia, 250 W. Green Street, Athens, Georgia, 30602, United States
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15
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Murima P, Zimmermann M, Chopra T, Pojer F, Fonti G, Dal Peraro M, Alonso S, Sauer U, Pethe K, McKinney JD. A rheostat mechanism governs the bifurcation of carbon flux in mycobacteria. Nat Commun 2016; 7:12527. [PMID: 27555519 PMCID: PMC4999502 DOI: 10.1038/ncomms12527] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2015] [Accepted: 07/11/2016] [Indexed: 11/30/2022] Open
Abstract
Fatty acid metabolism is an important feature of the pathogenicity of Mycobacterium tuberculosis during infection. Consumption of fatty acids requires regulation of carbon flux bifurcation between the oxidative TCA cycle and the glyoxylate shunt. In Escherichia coli, flux bifurcation is regulated by phosphorylation-mediated inhibition of isocitrate dehydrogenase (ICD), a paradigmatic example of post-translational mechanisms governing metabolic fluxes. Here, we demonstrate that, in contrast to E. coli, carbon flux bifurcation in mycobacteria is regulated not by phosphorylation but through metabolic cross-activation of ICD by glyoxylate, which is produced by the glyoxylate shunt enzyme isocitrate lyase (ICL). This regulatory circuit maintains stable partitioning of fluxes, thus ensuring a balance between anaplerosis, energy production, and precursor biosynthesis. The rheostat-like mechanism of metabolite-mediated control of flux partitioning demonstrates the importance of allosteric regulation during metabolic steady-state. The sensitivity of this regulatory mechanism to perturbations presents a potentially attractive target for chemotherapy. Microbes survive in dynamic environments by modulating their intracellular metabolism. Here, the authors reveal that mycobacteria employ a rheostat-like mechanism to regulate carbon flux between the oxidative TCA cycle and the glyoxylate shunt during glucose-acetate diauxic shift.
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Affiliation(s)
- Paul Murima
- School of Life Sciences, Swiss Federal Institute of Technology in Lausanne (EPFL), CH-1015 Lausanne, Switzerland
| | - Michael Zimmermann
- Institute of Molecular Systems Biology, Swiss Federal Institute of Technology in Zürich (ETHZ), CH-8093 Zürich, Switzerland
| | - Tarun Chopra
- School of Life Sciences, Swiss Federal Institute of Technology in Lausanne (EPFL), CH-1015 Lausanne, Switzerland
| | - Florence Pojer
- Protein Crystallography Platform, Swiss Federal Institute of Technology in Lausanne (EPFL), CH-1015 Lausanne, Switzerland
| | - Giulia Fonti
- School of Life Sciences, Swiss Federal Institute of Technology in Lausanne (EPFL), CH-1015 Lausanne, Switzerland
| | - Matteo Dal Peraro
- School of Life Sciences, Swiss Federal Institute of Technology in Lausanne (EPFL), CH-1015 Lausanne, Switzerland
| | - Sylvie Alonso
- Department of Microbiology, Yong Loo Lin School of Medicine and Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore 117456, Singapore
| | - Uwe Sauer
- Institute of Molecular Systems Biology, Swiss Federal Institute of Technology in Zürich (ETHZ), CH-8093 Zürich, Switzerland
| | - Kevin Pethe
- Lee Kong Chian School of Medicine and School of Biological Sciences, Nanyang Technological University, 59 Nanyang Drive, Singapore 636 921, Singapore
| | - John D McKinney
- School of Life Sciences, Swiss Federal Institute of Technology in Lausanne (EPFL), CH-1015 Lausanne, Switzerland
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16
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Chevallereau A, Blasdel BG, De Smet J, Monot M, Zimmermann M, Kogadeeva M, Sauer U, Jorth P, Whiteley M, Debarbieux L, Lavigne R. Next-Generation "-omics" Approaches Reveal a Massive Alteration of Host RNA Metabolism during Bacteriophage Infection of Pseudomonas aeruginosa. PLoS Genet 2016; 12:e1006134. [PMID: 27380413 PMCID: PMC4933390 DOI: 10.1371/journal.pgen.1006134] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 05/31/2016] [Indexed: 01/08/2023] Open
Abstract
As interest in the therapeutic and biotechnological potentials of bacteriophages has grown, so has value in understanding their basic biology. However, detailed knowledge of infection cycles has been limited to a small number of model bacteriophages, mostly infecting Escherichia coli. We present here the first analysis coupling data obtained from global next-generation approaches, RNA-Sequencing and metabolomics, to characterize interactions between the virulent bacteriophage PAK_P3 and its host Pseudomonas aeruginosa. We detected a dramatic global depletion of bacterial transcripts coupled with their replacement by viral RNAs over the course of infection, eventually leading to drastic changes in pyrimidine metabolism. This process relies on host machinery hijacking as suggested by the strong up-regulation of one bacterial operon involved in RNA processing. Moreover, we found that RNA-based regulation plays a central role in PAK_P3 lifecycle as antisense transcripts are produced mainly during the early stage of infection and viral small non coding RNAs are massively expressed at the end of infection. This work highlights the prominent role of RNA metabolism in the infection strategy of a bacteriophage belonging to a new characterized sub-family of viruses with promising therapeutic potential.
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Affiliation(s)
- Anne Chevallereau
- Institut Pasteur, Molecular Biology of the Gene in Extremophiles Unit, Department of Microbiology, Paris, France
- Université Paris Diderot, Sorbonne Paris Cité, Cellule Pasteur, Paris, France
| | - Bob G. Blasdel
- Laboratory of Gene Technology, Department of Biosystems, KU Leuven, Leuven, Belgium
| | - Jeroen De Smet
- Laboratory of Gene Technology, Department of Biosystems, KU Leuven, Leuven, Belgium
| | - Marc Monot
- Institut Pasteur, Laboratoire Pathogenèse des bactéries anaérobies, Département de Microbiologie, Paris, France
| | - Michael Zimmermann
- Institute of Molecular Systems Biology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland
| | - Maria Kogadeeva
- Institute of Molecular Systems Biology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland
| | - Uwe Sauer
- Institute of Molecular Systems Biology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland
| | - Peter Jorth
- Department of Molecular Biosciences, Institute for Cellular and Molecular Biology, Center for Infectious Disease, University of Texas, Austin, Texas, United States of America
| | - Marvin Whiteley
- Department of Molecular Biosciences, Institute for Cellular and Molecular Biology, Center for Infectious Disease, University of Texas, Austin, Texas, United States of America
| | - Laurent Debarbieux
- Institut Pasteur, Molecular Biology of the Gene in Extremophiles Unit, Department of Microbiology, Paris, France
| | - Rob Lavigne
- Laboratory of Gene Technology, Department of Biosystems, KU Leuven, Leuven, Belgium
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17
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Cabruja M, Lyonnet BB, Millán G, Gramajo H, Gago G. Analysis of coenzyme A activated compounds in actinomycetes. Appl Microbiol Biotechnol 2016; 100:7239-48. [PMID: 27270600 DOI: 10.1007/s00253-016-7635-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Revised: 04/06/2016] [Accepted: 05/14/2016] [Indexed: 10/21/2022]
Abstract
Acyl-CoAs are crucial compounds involved in essential metabolic pathways such as the Krebs cycle and lipid, carbohydrate, and amino acid metabolisms, and they are also key signal molecules involved in the transcriptional regulation of lipid biosynthesis in many organisms. In this study, we took advantage of the high selectivity of mass spectrometry and developed an ion-pairing reverse-phase high-pressure liquid chromatography electrospray ionization high-resolution mass spectrometry (IP-RP-HPLC/ESI-HRMS) method to carry on a comprehensive analytical determination of the wide range of fatty acyl-CoAs present in actinomycetes. The advantage of using a QTOF spectrometer resides in the excellent mass accuracy over a wide dynamic range and measurements of the true isotope pattern that can be used for molecular formula elucidation of unknown analytes. As a proof of concept, we used this assay to determine the composition of the fatty acyl-CoA pools in Mycobacterium, Streptomyces, and Corynebacterium species, revealing an extraordinary difference in fatty acyl-CoA amounts and species distribution between the three genera and between the two species of mycobacteria analyzed, including the presence of different chain-length carboxy-acyl-CoAs, key substrates of mycolic acid biosynthesis. The method was also used to analyze the impact of two fatty acid synthase inhibitors on the acyl-CoA profile of Mycobacterium smegmatis, which showed some unexpected low levels of C24 acyl-CoAs in the isoniazid-treated cells. This robust, sensitive, and reliable method should be broadly applicable in the studies of the wide range of bacteria metabolisms in which acyl-CoA molecules participate.
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Affiliation(s)
- Matías Cabruja
- Laboratory of Physiology and Genetics of Actinomycetes, Instituto de Biología Molecular y Celular de Rosario (IBR-CONICET), Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Rosario, (2000), Argentina
| | - Bernardo Bazet Lyonnet
- Laboratory of Physiology and Genetics of Actinomycetes, Instituto de Biología Molecular y Celular de Rosario (IBR-CONICET), Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Rosario, (2000), Argentina
| | - Gustavo Millán
- Laboratory of Mass Spectrometry, Centro Científico Tecnológico Rosario, CONICET, Rosario, Argentina
| | - Hugo Gramajo
- Laboratory of Physiology and Genetics of Actinomycetes, Instituto de Biología Molecular y Celular de Rosario (IBR-CONICET), Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Rosario, (2000), Argentina.
| | - Gabriela Gago
- Laboratory of Physiology and Genetics of Actinomycetes, Instituto de Biología Molecular y Celular de Rosario (IBR-CONICET), Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Rosario, (2000), Argentina.
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18
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Zimmermann M, Kuehne A, Boshoff HI, Barry CE, Zamboni N, Sauer U. Dynamic exometabolome analysis reveals active metabolic pathways in non-replicating mycobacteria. Environ Microbiol 2015; 17:4802-15. [PMID: 26373870 PMCID: PMC10500702 DOI: 10.1111/1462-2920.13056] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Revised: 09/13/2015] [Accepted: 09/13/2015] [Indexed: 01/01/2023]
Abstract
An organism's metabolic activity leaves an extracellular footprint and dynamic changes in this exometabolome inform about nutrient uptake, waste disposal and signalling activities. Using non-targeted mass spectrometry, we report exometabolome dynamics of hypoxia-induced, non-replicating mycobacteria that are thought to play a role in latent tuberculosis. Despite evidence of active metabolism, little is known about the mechanisms enabling obligate aerobic mycobacteria to cope with hypoxia, resulting in long-term survival and increased chemotherapeutic tolerance. The dynamics of 379 extracellular compounds of Mycobacterium smegmatis were deconvoluted with a genome-scale metabolic reaction-pair network to generate hypotheses about intracellular pathway usage. Time-resolved (13) C-tracing and mutant experiments then demonstrated a crucial, energy-generating role of asparagine utilization and non-generic usage of the glyoxylate shunt for hypoxic fitness. Experiments with M. bovis and M. tuberculosis revealed the general relevance of asparagine fermentation and a variable contribution of the glyoxylate shunt to non-replicative, hypoxic survival between the three species.
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Affiliation(s)
- Michael Zimmermann
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
- PhD Program Systems Biology, Life Science Zurich Graduate School, Zurich, Switzerland
| | - Andreas Kuehne
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
- PhD Program Systems Biology, Life Science Zurich Graduate School, Zurich, Switzerland
| | - Helena I. Boshoff
- Tuberculosis Research Section, Laboratory of Clinical Infectious Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Clifton E. Barry
- Tuberculosis Research Section, Laboratory of Clinical Infectious Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Nicola Zamboni
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Uwe Sauer
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
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19
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Neubauer S, Chu DB, Marx H, Sauer M, Hann S, Koellensperger G. LC-MS/MS-based analysis of coenzyme A and short-chain acyl-coenzyme A thioesters. Anal Bioanal Chem 2015; 407:6681-8. [PMID: 26168961 DOI: 10.1007/s00216-015-8825-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 06/03/2015] [Accepted: 06/03/2015] [Indexed: 11/27/2022]
Abstract
Absolute quantification of intracellular coenzyme A (CoA), coenzyme A disulfide, and short-chain acyl-coenzyme A thioesters was addressed by developing a tailored metabolite profiling method based on liquid chromatography in combination with tandem mass spectrometric detection (LC-MS/MS). A reversed phase chromatographic separation was established which is capable of separating a broad spectrum of CoA, its corresponding derivatives, and their isomers despite the fact that no ion-pairing reagent was used (which was considered as a key advantage of the method). Excellent analytical figures of merit such as high sensitivity (LODs in the nM to sub-nM range) and high repeatability (routinely 4 %; N = 15) were obtained. Method validation comprised a study on standard purity, stability, and recoveries during sample preparation. Uniformly labeled U(13)C yeast cell extracts offered ideal internal standards for validation purposes and for a quantification exercise in the rumen bacterium Megasphaera elsdenii.
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Affiliation(s)
- Stefan Neubauer
- Department of Chemistry, Division of Analytical Chemistry, University of Natural Resources and Life Sciences-BOKU, 1190, Vienna, Austria
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20
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Liu X, Sadhukhan S, Sun S, Wagner GR, Hirschey MD, Qi L, Lin H, Locasale JW. High-Resolution Metabolomics with Acyl-CoA Profiling Reveals Widespread Remodeling in Response to Diet. Mol Cell Proteomics 2015; 14:1489-500. [PMID: 25795660 DOI: 10.1074/mcp.m114.044859] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2014] [Indexed: 01/09/2023] Open
Abstract
The availability of acyl-Coenzyme A (acyl-CoA) thioester compounds affects numerous cellular functions including autophagy, lipid oxidation and synthesis, and post-translational modifications. Consequently, the acyl-CoA level changes tend to be associated with other metabolic alterations that regulate these critical cellular functions. Despite their biological importance, this class of metabolites remains difficult to detect and quantify using current analytical methods. Here we show a universal method for metabolomics that allows for the detection of an expansive set of acyl-CoA compounds and hundreds of other cellular metabolites. We apply this method to profile the dynamics of acyl-CoA compounds and corresponding alterations in metabolism across the metabolic network in response to high fat feeding in mice. We identified targeted metabolites (>50) and untargeted features (>1000) with significant changes (FDR < 0.05) in response to diet. A substantial extent of this metabolic remodeling exhibited correlated changes in acyl-CoA metabolism with acyl-carnitine metabolism and other features of the metabolic network that together can lead to the discovery of biomarkers of acyl-CoA metabolism. These findings show a robust acyl-CoA profiling method and identify coordinated changes of acyl-CoA metabolism in response to nutritional stress.
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Affiliation(s)
- Xiaojing Liu
- From the ‡Division of Nutritional Sciences, Cornell University, Ithaca, New York 14853
| | - Sushabhan Sadhukhan
- §Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853
| | - Shengyi Sun
- ¶Field of Biochemistry and Molecular Cell Biology, Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York 14853
| | - Gregory R Wagner
- ‖Duke Molecular Physiology Institute, Duke University, Medical Center, Durham, North Carolina 27710; **Department of Medicine and Department of Pharmacology and Cancer Biology, Duke University, Medical Center, Durham, North Carolina 27710
| | - Matthew D Hirschey
- ‖Duke Molecular Physiology Institute, Duke University, Medical Center, Durham, North Carolina 27710; **Department of Medicine and Department of Pharmacology and Cancer Biology, Duke University, Medical Center, Durham, North Carolina 27710
| | - Ling Qi
- From the ‡Division of Nutritional Sciences, Cornell University, Ithaca, New York 14853; ¶Field of Biochemistry and Molecular Cell Biology, Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York 14853
| | - Hening Lin
- §Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853
| | - Jason W Locasale
- From the ‡Division of Nutritional Sciences, Cornell University, Ithaca, New York 14853; ¶Field of Biochemistry and Molecular Cell Biology, Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York 14853;
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21
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Ehebauer MT, Zimmermann M, Jakobi AJ, Noens EE, Laubitz D, Cichocki B, Marrakchi H, Lanéelle MA, Daffé M, Sachse C, Dziembowski A, Sauer U, Wilmanns M. Characterization of the mycobacterial acyl-CoA carboxylase holo complexes reveals their functional expansion into amino acid catabolism. PLoS Pathog 2015; 11:e1004623. [PMID: 25695631 PMCID: PMC4347857 DOI: 10.1371/journal.ppat.1004623] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 12/11/2014] [Indexed: 01/22/2023] Open
Abstract
Biotin-mediated carboxylation of short-chain fatty acid coenzyme A esters is a key
step in lipid biosynthesis that is carried out by multienzyme complexes to extend
fatty acids by one methylene group. Pathogenic mycobacteria have an unusually high
redundancy of carboxyltransferase genes and biotin carboxylase genes, creating
multiple combinations of protein/protein complexes of unknown overall composition and
functional readout. By combining pull-down assays with mass spectrometry, we
identified nine binary protein/protein interactions and four validated holo
acyl-coenzyme A carboxylase complexes. We investigated one of these - the AccD1-AccA1
complex from Mycobacterium tuberculosis with hitherto unknown
physiological function. Using genetics, metabolomics and biochemistry we found that
this complex is involved in branched amino-acid catabolism with methylcrotonyl
coenzyme A as the substrate. We then determined its overall architecture by electron
microscopy and found it to be a four-layered dodecameric arrangement that matches the
overall dimensions of a distantly related methylcrotonyl coenzyme A holo complex. Our
data argue in favor of distinct structural requirements for biotin-mediated
γ-carboxylation of α−β unsaturated acid esters and will
advance the categorization of acyl-coenzyme A carboxylase complexes. Knowledge about
the underlying structural/functional relationships will be crucial to make the target
category amenable for future biomedical applications. Tuberculosis is deadly human disease caused by infection with the bacterium
Mycobacterium tuberculosis. This pathogen has a complex
metabolism with many genes required for the synthesis of components of its unique
cell envelope. We have investigated a family of closely related genes coding for
different acyl CoA carboxylase enzyme complexes with previously unexplained genetic
redundancy that have been thought to have an involvement in the synthesis of these
cell envelope components. We identified five functional multienzyme complexes. Of the
two complexes with hitherto unknown function we chose to investigate, one
specifically and to our surprise it is required for the degradation of the amino acid
leucine. To our knowledge this is the first demonstration that mycobacteria have a
specific pathway for leucine degradation and thus broaden the functional diversity
associated with acyl CoA carboxylase coding genes.
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Affiliation(s)
| | | | - Arjen J. Jakobi
- European Molecular Biology Laboratory, Hamburg Unit, Hamburg,
Germany
- European Molecular Biology Laboratory, Structural Biology and Computational
Biology Programme, Heidelberg, Germany
| | - Elke E. Noens
- European Molecular Biology Laboratory, Hamburg Unit, Hamburg,
Germany
| | - Daniel Laubitz
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw,
Poland
- Department of Genetics & Biotechnology, Warsaw University, Warsaw,
Poland
| | - Bogdan Cichocki
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw,
Poland
- Department of Genetics & Biotechnology, Warsaw University, Warsaw,
Poland
| | - Hedia Marrakchi
- Centre National de la Recherche Scientifique, Institut de Pharmacologie et de
Biologie Structurale, Tuberculosis & Infection Biology Department, Toulouse,
France; Université Paul Sabatier, Toulouse, France
| | - Marie-Antoinette Lanéelle
- Centre National de la Recherche Scientifique, Institut de Pharmacologie et de
Biologie Structurale, Tuberculosis & Infection Biology Department, Toulouse,
France; Université Paul Sabatier, Toulouse, France
| | - Mamadou Daffé
- Centre National de la Recherche Scientifique, Institut de Pharmacologie et de
Biologie Structurale, Tuberculosis & Infection Biology Department, Toulouse,
France; Université Paul Sabatier, Toulouse, France
| | - Carsten Sachse
- European Molecular Biology Laboratory, Structural Biology and Computational
Biology Programme, Heidelberg, Germany
| | - Andrzej Dziembowski
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw,
Poland
- Department of Genetics & Biotechnology, Warsaw University, Warsaw,
Poland
| | - Uwe Sauer
- Institute of Molecular Systems Biology, ETH Zurich, Zurich,
Switzerland
| | - Matthias Wilmanns
- European Molecular Biology Laboratory, Hamburg Unit, Hamburg,
Germany
- Center for Structural Systems Biology, Hamburg, Germany
- * E-mail:
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22
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Nikolskiy I, Siuzdak G, Patti GJ. Discriminating precursors of common fragments for large-scale metabolite profiling by triple quadrupole mass spectrometry. Bioinformatics 2015; 31:2017-23. [PMID: 25691443 DOI: 10.1093/bioinformatics/btv085] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Accepted: 02/05/2015] [Indexed: 11/14/2022] Open
Abstract
MOTIVATION The goal of large-scale metabolite profiling is to compare the relative concentrations of as many metabolites extracted from biological samples as possible. This is typically accomplished by measuring the abundances of thousands of ions with high-resolution and high mass accuracy mass spectrometers. Although the data from these instruments provide a comprehensive fingerprint of each sample, identifying the structures of the thousands of detected ions is still challenging and time intensive. An alternative, less-comprehensive approach is to use triple quadrupole (QqQ) mass spectrometry to analyze predetermined sets of metabolites (typically fewer than several hundred). This is done using authentic standards to develop QqQ experiments that specifically detect only the targeted metabolites, with the advantage that the need for ion identification after profiling is eliminated. RESULTS Here, we propose a framework to extend the application of QqQ mass spectrometers to large-scale metabolite profiling. We aim to provide a foundation for designing QqQ multiple reaction monitoring (MRM) experiments for each of the 82 696 metabolites in the METLIN metabolite database. First, we identify common fragmentation products from the experimental fragmentation data in METLIN. Then, we model the likelihoods of each precursor structure in METLIN producing each common fragmentation product. With these likelihood estimates, we select ensembles of common fragmentation products that minimize our uncertainty about metabolite identities. We demonstrate encouraging performance and, based on our results, we suggest how our method can be integrated with future work to develop large-scale MRM experiments. AVAILABILITY AND IMPLEMENTATION Our predictions, Supplementary results, and the code for estimating likelihoods and selecting ensembles of fragmentation reactions are made available on the lab website at http://pattilab.wustl.edu/FragPred.
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Affiliation(s)
- Igor Nikolskiy
- Department of Genetics, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA, Scripps Center for Metabolomics and Mass Spectrometry, Departments of Chemistry, Molecular and Computational Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA and Department of Chemistry, Washington University, St. Louis, MO 63130, USA
| | - Gary Siuzdak
- Department of Genetics, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA, Scripps Center for Metabolomics and Mass Spectrometry, Departments of Chemistry, Molecular and Computational Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA and Department of Chemistry, Washington University, St. Louis, MO 63130, USA
| | - Gary J Patti
- Department of Genetics, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA, Scripps Center for Metabolomics and Mass Spectrometry, Departments of Chemistry, Molecular and Computational Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA and Department of Chemistry, Washington University, St. Louis, MO 63130, USA Department of Genetics, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA, Scripps Center for Metabolomics and Mass Spectrometry, Departments of Chemistry, Molecular and Computational Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA and Department of Chemistry, Washington University, St. Louis, MO 63130, USA Department of Genetics, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA, Scripps Center for Metabolomics and Mass Spectrometry, Departments of Chemistry, Molecular and Computational Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA and Department of Chemistry, Washington University, St. Louis, MO 63130, USA
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23
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Weimer S, Priebs J, Kuhlow D, Groth M, Priebe S, Mansfeld J, Merry TL, Dubuis S, Laube B, Pfeiffer AF, Schulz TJ, Guthke R, Platzer M, Zamboni N, Zarse K, Ristow M. D-Glucosamine supplementation extends life span of nematodes and of ageing mice. Nat Commun 2014; 5:3563. [PMID: 24714520 PMCID: PMC3988823 DOI: 10.1038/ncomms4563] [Citation(s) in RCA: 154] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Accepted: 03/05/2014] [Indexed: 12/28/2022] Open
Abstract
D-Glucosamine (GlcN) is a freely available and commonly used dietary supplement potentially promoting cartilage health in humans, which also acts as an inhibitor of glycolysis. Here we show that GlcN, independent of the hexosamine pathway, extends Caenorhabditis elegans life span by impairing glucose metabolism that activates AMP-activated protein kinase (AMPK/AAK-2) and increases mitochondrial biogenesis. Consistent with the concept of mitohormesis, GlcN promotes increased formation of mitochondrial reactive oxygen species (ROS) culminating in increased expression of the nematodal amino acid-transporter 1 (aat-1) gene. Ameliorating mitochondrial ROS formation or impairment of aat-1-expression abolishes GlcN-mediated life span extension in an NRF2/SKN-1-dependent fashion. Unlike other calorie restriction mimetics, such as 2-deoxyglucose, GlcN extends life span of ageing C57BL/6 mice, which show an induction of mitochondrial biogenesis, lowered blood glucose levels, enhanced expression of several murine amino-acid transporters, as well as increased amino-acid catabolism. Taken together, we provide evidence that GlcN extends life span in evolutionary distinct species by mimicking a low-carbohydrate diet.
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Affiliation(s)
- Sandra Weimer
- Energy Metabolism Laboratory, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8603, Switzerland
- German Institute of Human Nutrition Potsdam-Rehbrücke, D-14558 Nuthetal, Germany
- These authors contributed equally to the work
| | - Josephine Priebs
- Department of Human Nutrition, Institute of Nutrition, University of Jena, D-07743 Jena, Germany
- These authors contributed equally to the work
| | - Doreen Kuhlow
- German Institute of Human Nutrition Potsdam-Rehbrücke, D-14558 Nuthetal, Germany
- Department of Human Nutrition, Institute of Nutrition, University of Jena, D-07743 Jena, Germany
| | - Marco Groth
- Genome Analysis Group, Leibniz Institute for Age Research, Fritz-Lipmann-Institute, D-07745 Jena, Germany
| | - Steffen Priebe
- Systems Biology and Bioinformatics Group, Leibniz Institute for Natural Product Research and Infection Biology, Hans-Knöll-Institute, D-07745 Jena, Germany
| | - Johannes Mansfeld
- Energy Metabolism Laboratory, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8603, Switzerland
- Department of Human Nutrition, Institute of Nutrition, University of Jena, D-07743 Jena, Germany
- DFG Graduate School of Adaptive Stress Response #1715, D-07745 Jena, Germany
| | - Troy L. Merry
- Energy Metabolism Laboratory, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8603, Switzerland
| | - Sébastien Dubuis
- Institute of Molecular Systems Biology, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8093, Switzerland
| | - Beate Laube
- Energy Metabolism Laboratory, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8603, Switzerland
- Department of Human Nutrition, Institute of Nutrition, University of Jena, D-07743 Jena, Germany
| | - Andreas F. Pfeiffer
- German Institute of Human Nutrition Potsdam-Rehbrücke, D-14558 Nuthetal, Germany
| | - Tim J. Schulz
- German Institute of Human Nutrition Potsdam-Rehbrücke, D-14558 Nuthetal, Germany
| | - Reinhard Guthke
- Systems Biology and Bioinformatics Group, Leibniz Institute for Natural Product Research and Infection Biology, Hans-Knöll-Institute, D-07745 Jena, Germany
| | - Matthias Platzer
- Genome Analysis Group, Leibniz Institute for Age Research, Fritz-Lipmann-Institute, D-07745 Jena, Germany
| | - Nicola Zamboni
- Institute of Molecular Systems Biology, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8093, Switzerland
| | - Kim Zarse
- Energy Metabolism Laboratory, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8603, Switzerland
- Department of Human Nutrition, Institute of Nutrition, University of Jena, D-07743 Jena, Germany
| | - Michael Ristow
- Energy Metabolism Laboratory, ETH Zürich (Swiss Federal Institute of Technology Zurich), Zürich CH-8603, Switzerland
- German Institute of Human Nutrition Potsdam-Rehbrücke, D-14558 Nuthetal, Germany
- Department of Human Nutrition, Institute of Nutrition, University of Jena, D-07743 Jena, Germany
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24
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Zimmermann M, Sauer U, Zamboni N. Quantification and mass isotopomer profiling of α-keto acids in central carbon metabolism. Anal Chem 2014; 86:3232-7. [PMID: 24533614 DOI: 10.1021/ac500472c] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Mass spectrometry has been established as a powerful and versatile technique for studying cellular metabolism. Applications range from profiling of metabolites to accurate quantification and tracing of stable isotopes through the biochemical reaction network. Despite broad coverage of central carbon metabolism, most methods fail to provide accurate assessments of the α-keto acids oxaloacetic acid, pyruvate, and glyoxylate because these compounds are highly reactive and degraded during sample processing and mass spectrometric measurement. We present a derivatization procedure to chemically stabilize these compounds readily during quenching of cellular metabolism. Stable derivatives were analyzed by ultrahigh pressure liquid chromatography coupled tandem mass spectrometry to accurately quantify the abundance of α-keto acids in biological matrices. Eventually, we demonstrated that the developed protocol is suited to measure mass isotopomers of these α-keto acids in tracer studies with stable isotopes. In conclusion, the here described method fills one of the last technical gaps for metabolomics investigations of central carbon metabolism.
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Affiliation(s)
- Michael Zimmermann
- Institute of Molecular Systems Biology, ETH Zurich , Zurich 8093, Switzerland
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