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A High-Throughput Method for Identifying Novel Genes That Influence Metabolic Pathways Reveals New Iron and Heme Regulation in Pseudomonas aeruginosa. mSystems 2021; 6:6/1/e00933-20. [PMID: 33531406 PMCID: PMC7857532 DOI: 10.1128/msystems.00933-20] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
The ability to simultaneously and more directly correlate genes with metabolite levels on a global level would provide novel information for many biological platforms yet has thus far been challenging. Here, we describe a method to help address this problem, which we dub “Met-Seq” (metabolite-coupled Tn sequencing). Heme is an essential metabolite for most life on earth. Bacterial pathogens almost universally require iron to infect a host, often acquiring this nutrient in the form of heme. The Gram-negative pathogen Pseudomonas aeruginosa is no exception, where heme acquisition and metabolism are known to be crucial for both chronic and acute infections. To unveil unknown genes and pathways that could play a role with heme metabolic flux in this pathogen, we devised an omic-based approach we dubbed “Met-Seq,” for metabolite-coupled transposon sequencing. Met-Seq couples a biosensor with fluorescence-activated cell sorting (FACS) and massively parallel sequencing, allowing for direct identification of genes associated with metabolic changes. In this work, we first construct and validate a heme biosensor for use with P. aeruginosa and exploit Met-Seq to identify 188 genes that potentially influence intracellular heme levels. Identified genes largely consisted of metabolic pathways not previously associated with heme, including many secreted virulence effectors, as well as 11 predicted small RNAs (sRNAs) and riboswitches whose functions are not currently understood. We verify that five Met-Seq hits affect intracellular heme levels; a predicted extracytoplasmic function (ECF) factor, a phospholipid acquisition system, heme biosynthesis regulator Dnr, and two predicted antibiotic monooxygenase (ABM) domains of unknown function (PA0709 and PA3390). Finally, we demonstrate that PA0709 and PA3390 are novel heme-binding proteins. Our data suggest that Met-Seq could be extrapolated to other biological systems and metabolites for which there is an available biosensor, and provides a new template for further exploration of iron/heme regulation and metabolism in P. aeruginosa and other pathogens. IMPORTANCE The ability to simultaneously and more directly correlate genes with metabolite levels on a global level would provide novel information for many biological platforms yet has thus far been challenging. Here, we describe a method to help address this problem, which we dub “Met-Seq” (metabolite-coupled Tn sequencing). Met-Seq uses the powerful combination of fluorescent biosensors, fluorescence-activated cell sorting (FACS), and next-generation sequencing (NGS) to rapidly identify genes that influence the levels of specific intracellular metabolites. For proof of concept, we create and test a heme biosensor and then exploit Met-Seq to identify novel genes involved in the regulation of heme in the pathogen Pseudomonas aeruginosa. Met-Seq-generated data were largely comprised of genes which have not previously been reported to influence heme levels in this pathogen, two of which we verify as novel heme-binding proteins. As heme is a required metabolite for host infection in P. aeruginosa and most other pathogens, our studies provide a new list of targets for potential antimicrobial therapies and shed additional light on the balance between infection, heme uptake, and heme biosynthesis.
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Ritter AC, Santi L, Vannini L, Beys-da-Silva WO, Gozzi G, Yates J, Ragni L, Brandelli A. Comparative proteomic analysis of foodborne Salmonella Enteritidis SE86 subjected to cold plasma treatment. Food Microbiol 2018; 76:310-318. [DOI: 10.1016/j.fm.2018.06.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 06/18/2018] [Accepted: 06/19/2018] [Indexed: 12/24/2022]
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Dunbar RC, Martens J, Berden G, Oomens J. Complexes of Ni(ii) and Cu(ii) with small peptides: deciding whether to deprotonate. Phys Chem Chem Phys 2016; 18:26923-26932. [DOI: 10.1039/c6cp03974j] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Infrared multiple photon dissociation (IRMPD) spectroscopy differentiates two binding modes (iminol versus charge solvated) for Ni(ii) bound to model peptides.
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Affiliation(s)
| | - Jonathan Martens
- FELIX Laboratory
- Institute for Molecules and Materials
- Radboud University
- 6525ED Nijmegen
- The Netherlands
| | - Giel Berden
- FELIX Laboratory
- Institute for Molecules and Materials
- Radboud University
- 6525ED Nijmegen
- The Netherlands
| | - Jos Oomens
- FELIX Laboratory
- Institute for Molecules and Materials
- Radboud University
- 6525ED Nijmegen
- The Netherlands
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Abstract
AbstractThe glyoxalase enzyme system utilizes intracellular thiols such as glutathione to convert α-ketoaldehydes, such as methylglyoxal, into D-hydroxyacids. This overview discusses several main aspects of the glyoxalase system and its likely function in the cell. The control of methylglyoxal levels in the cell is an important biochemical imperative and high levels have been associated with major medical symptoms that relate to this metabolite’s capability to covalently modify proteins, lipids and nucleic acid.
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Abstract
Carbon–sulfur biological chemistry encompasses a fascinating area of biochemistry and medicinal chemistry and includes the roles that methionine and S-adenosyl-l-methionine play in cells as well as the chemistry of intracellular thiols such as glutathione. This article, based on the 2014 Bernard Belleau Award lecture, provides an overview of some of the key investigations that were undertaken in this area from a bioorganic perspective. The research has ameliorated our fundamental knowledge of several of the enzymes utilizing these sulfur-containing molecules, has led to the development of several novel 19F biophysical probes, and has explored some of the medicinal chemistry associated with these processes.
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Affiliation(s)
- John F. Honek
- Department of Chemistry, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada
- Department of Chemistry, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada
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Hanssen NMJ, Brouwers O, Gijbels MJ, Wouters K, Wijnands E, Cleutjens JPM, De Mey JG, Miyata T, Biessen EA, Stehouwer CDA, Schalkwijk CG. Glyoxalase 1 overexpression does not affect atherosclerotic lesion size and severity in ApoE-/- mice with or without diabetes. Cardiovasc Res 2014; 104:160-70. [PMID: 25139743 DOI: 10.1093/cvr/cvu189] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
AIMS Advanced glycation end-products (AGEs) and their precursors have been associated with the development of atherosclerosis. We recently discovered that glyoxalase 1 (GLO1), the major detoxifying enzyme for AGE precursors, is decreased in ruptured human plaques, and that levels of AGEs are higher in rupture-prone plaques. We here investigated whether overexpression of human GLO1 in ApoE(-/-) mice could reduce the development of atherosclerosis. METHODS AND RESULTS We crossed C57BL/6 ApoE(-/-) mice with C57BL/6 GLO1 overexpressing mice (huGLO1(+/-)) to generate ApoE(-/-) (n = 16) and ApoE(-/-) huGLO1(+/-) (n = 20) mice. To induce diabetes, we injected a subset with streptozotocin (STZ) to generate diabetic ApoE(-/-) (n = 8) and ApoE(-/-) huGLO1(+/-) (n = 13) mice. All mice were fed chow and sacrificed at 25 weeks of age. The GLO1 activity was three-fold increased in huGLO1(+/-) aorta, but aortic root lesion size and phenotype did not differ between mice with and without huGLO1(+/-) overexpression. We detected no differences in gene expression in aortic arches, in AGE levels and cytokines, in circulating cells, and endothelial function between ApoE(-/-) mice with and without huGLO1(+/-) overexpression. Although diabetic mice showed decreased GLO1 expression (P < 0.05) and increased lesion size (P < 0.05) in comparison with non-diabetic mice, GLO1 overexpression also did not affect the aortic root lesion size or inflammation in diabetic mice. CONCLUSION In ApoE(-/-) mice with or without diabetes, GLO1 overexpression did not lead to decreased atherosclerotic lesion size or systemic inflammation. Increasing GLO1 levels does not seem to be an effective strategy to reduce glycation in atherosclerotic lesions, likely due to increased AGE formation through GLO1-independent mechanisms.
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MESH Headings
- Animals
- Aorta, Thoracic/enzymology
- Aorta, Thoracic/pathology
- Aorta, Thoracic/physiopathology
- Aortic Diseases/blood
- Aortic Diseases/enzymology
- Aortic Diseases/genetics
- Aortic Diseases/pathology
- Aortic Diseases/physiopathology
- Apolipoproteins E
- Atherosclerosis/blood
- Atherosclerosis/enzymology
- Atherosclerosis/genetics
- Atherosclerosis/pathology
- Atherosclerosis/physiopathology
- Cells, Cultured
- Cytokines/blood
- Cytokines/genetics
- Diabetes Mellitus, Experimental/blood
- Diabetes Mellitus, Experimental/chemically induced
- Diabetes Mellitus, Experimental/enzymology
- Diabetes Mellitus, Experimental/genetics
- Diabetes Mellitus, Experimental/pathology
- Diabetes Mellitus, Experimental/physiopathology
- Endothelium, Vascular/enzymology
- Endothelium, Vascular/physiopathology
- Glycation End Products, Advanced/blood
- Humans
- Inflammation Mediators/blood
- Lactoylglutathione Lyase/genetics
- Lactoylglutathione Lyase/metabolism
- Lipoproteins, LDL/metabolism
- Macrophages/enzymology
- Mice, Inbred C57BL
- Mice, Knockout
- Mice, Transgenic
- Oxidative Stress
- Plaque, Atherosclerotic
- RNA, Messenger/metabolism
- Severity of Illness Index
- Streptozocin
- Up-Regulation
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Affiliation(s)
- Nordin M J Hanssen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Internal Medicine, Laboratory for Metabolism and Vascular Medicine, MUMC, Debeyelaan 25, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Olaf Brouwers
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Internal Medicine, Laboratory for Metabolism and Vascular Medicine, MUMC, Debeyelaan 25, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Marion J Gijbels
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Pathology, MUMC, Maastricht, The Netherlands Department of Molecular Genetics, MUMC, Maastricht, The Netherlands Department of Medical Biochemistry, Amsterdam Medical Centre, Amsterdam, The Netherlands
| | - Kristiaan Wouters
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Internal Medicine, Laboratory for Metabolism and Vascular Medicine, MUMC, Debeyelaan 25, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Erwin Wijnands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Pathology, MUMC, Maastricht, The Netherlands
| | - Jack P M Cleutjens
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Pathology, MUMC, Maastricht, The Netherlands
| | - Jo G De Mey
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Cardiovascular and Renal Research, University of Southern Denmark, Odense, Denmark
| | - Toshio Miyata
- United Centers for Advanced Research and Translational Medicine (ART), Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Erik A Biessen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Pathology, MUMC, Maastricht, The Netherlands
| | - Coen D A Stehouwer
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Internal Medicine, Laboratory for Metabolism and Vascular Medicine, MUMC, Debeyelaan 25, PO Box 5800, 6202 AZ Maastricht, The Netherlands
| | - Casper G Schalkwijk
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC), Maastricht, The Netherlands Department of Internal Medicine, Laboratory for Metabolism and Vascular Medicine, MUMC, Debeyelaan 25, PO Box 5800, 6202 AZ Maastricht, The Netherlands
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