1
|
Šoltysová M, Řezáčová P. Structure and function of bacterial transcription regulators of the SorC family. Transcription 2024:1-22. [PMID: 39223991 DOI: 10.1080/21541264.2024.2387895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 07/29/2024] [Accepted: 07/30/2024] [Indexed: 09/04/2024] Open
Abstract
The SorC family is a large group of bacterial transcription regulators involved in controlling carbohydrate catabolism and quorum sensing. SorC proteins consist of a conserved C-terminal effector-binding domain and an N-terminal DNA-binding domain, whose type divides the family into two subfamilies: SorC/DeoR and SorC/CggR. Proteins of the SorC/CggR subfamily are known to regulate the key node of glycolysis-triose phosphate interconversion. On the other hand, SorC/DeoR proteins are involved in a variety of peripheral carbohydrate catabolic pathways and quorum sensing functions, including virulence. Despite the abundance and importance of this family, SorC proteins seem to be on the periphery of scientific interest, which might be caused by the fragmentary information about its representatives. This review aims to compile the existing knowledge and provide material to inspire future questions about the SorC protein family.
Collapse
Affiliation(s)
- Markéta Šoltysová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, Czechia
| | - Pavlína Řezáčová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, Czechia
| |
Collapse
|
2
|
Šoltysová M, Škerlová J, Pachl P, Škubník K, Fábry M, Sieglová I, Farolfi M, Grishkovskaya I, Babiak M, Nováček J, Krásný L, Řezáčová P. Structural characterization of two prototypical repressors of SorC family reveals tetrameric assemblies on DNA and mechanism of function. Nucleic Acids Res 2024; 52:7305-7320. [PMID: 38842936 PMCID: PMC11229326 DOI: 10.1093/nar/gkae434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 04/16/2024] [Accepted: 05/22/2024] [Indexed: 07/09/2024] Open
Abstract
The SorC family of transcriptional regulators plays a crucial role in controlling the carbohydrate metabolism and quorum sensing. We employed an integrative approach combining X-ray crystallography and cryo-electron microscopy to investigate architecture and functional mechanism of two prototypical representatives of two sub-classes of the SorC family: DeoR and CggR from Bacillus subtilis. Despite possessing distinct DNA-binding domains, both proteins form similar tetrameric assemblies when bound to their respective DNA operators. Structural analysis elucidates the process by which the CggR-regulated gapA operon is derepressed through the action of two effectors: fructose-1,6-bisphosphate and newly confirmed dihydroxyacetone phosphate. Our findings provide the first comprehensive understanding of the DNA binding mechanism of the SorC-family proteins, shedding new light on their functional characteristics.
Collapse
Affiliation(s)
- Markéta Šoltysová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, 166 10, Czechia
| | - Jana Škerlová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, 166 10, Czechia
| | - Petr Pachl
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, 166 10, Czechia
| | - Karel Škubník
- CryoElectron Microscopy and Tomography Core Facility, Central European Institute of Technology, Brno, 601 77, Czechia
| | - Milan Fábry
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, 166 10, Czechia
| | - Irena Sieglová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, 166 10, Czechia
| | - Martina Farolfi
- Laboratory of Microbial Genetics and Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Vídeňská 1083, Prague 142 20, Czechia
| | - Irina Grishkovskaya
- Research Institute of Molecular Pathology, Campus-ViennaBiocenter 1, 1030 Vienna, Austria
| | - Michal Babiak
- CryoElectron Microscopy and Tomography Core Facility, Central European Institute of Technology, Brno, 601 77, Czechia
| | - Jiří Nováček
- CryoElectron Microscopy and Tomography Core Facility, Central European Institute of Technology, Brno, 601 77, Czechia
| | - Libor Krásný
- Laboratory of Microbial Genetics and Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Vídeňská 1083, Prague 142 20, Czechia
| | - Pavlína Řezáčová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Prague, 166 10, Czechia
| |
Collapse
|
3
|
Zhou C, Yang G, Meng P, Qin W, Li Y, Lin Z, Hui W, Zhang H, Lu F. Identification and engineering of the aprE regulatory region and relevant regulatory proteins in Bacillus licheniformis 2709. Enzyme Microb Technol 2024; 172:110310. [PMID: 37925770 DOI: 10.1016/j.enzmictec.2023.110310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/01/2023] [Accepted: 08/27/2023] [Indexed: 11/07/2023]
Abstract
Bacillus licheniformis 2709 is the main industrial producer of alkaline protease (AprE), but its biosynthesis is strictly controlled by a highly sophisticated transcriptional network. In this study, the UP elements of aprE located 74-98, 98-119 and 140-340 bp upstream of the transcriptional start site (TSS) were identified, which presented obvious effects on the transcription of aprE. To further analyze the transcriptional mechanism, the specific proteins binding to the approximately 500-bp DNA sequences were subsequently captured by reverse-chromatin immunoprecipitation (reverse-ChIP) and DNA pull-down (DPD) assays, which captured the transcriptional factors CggR, FruR, and YhcZ. The study demonstrated that CggR, FruR and YhcZ had no significant effect on cell growth and aprE expression. Then, aprE expression was significantly enhanced by deleting a potential negative regulatory factor binding site in the genome. The AprE enzyme activity in shake flasks of the genomic mutant BL ∆1 was 47% higher than in the original strain, while the aprE transcription level increased 3.16 times. The protocol established in this study provides a valuable reference for the high-level production of proteins in other Bacillus species. At the same time, it will help reveal the molecular mechanism of the transcriptional regulatory network of aprE and provide important theoretical guidance for further enhancing the yield of AprE.
Collapse
Affiliation(s)
- Cuixia Zhou
- School of biology and brewing engineering, Taishan University, Taian 271018, PR China; Key laboratory of industrial fermentation microbiology, Ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Guangcheng Yang
- School of biology and brewing engineering, Taishan University, Taian 271018, PR China.
| | - Panpan Meng
- School of biology and brewing engineering, Taishan University, Taian 271018, PR China
| | - Weishuai Qin
- School of biology and brewing engineering, Taishan University, Taian 271018, PR China
| | - Yanyan Li
- School of biology and brewing engineering, Taishan University, Taian 271018, PR China
| | - Zhenxian Lin
- School of biology and brewing engineering, Taishan University, Taian 271018, PR China
| | - Wei Hui
- Key laboratory of industrial fermentation microbiology, Ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Huitu Zhang
- Key laboratory of industrial fermentation microbiology, Ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Fuping Lu
- Key laboratory of industrial fermentation microbiology, Ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China.
| |
Collapse
|
4
|
Shimizu K, Matsuoka Y. Feedback regulation and coordination of the main metabolism for bacterial growth and metabolic engineering for amino acid fermentation. Biotechnol Adv 2021; 55:107887. [PMID: 34921951 DOI: 10.1016/j.biotechadv.2021.107887] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 12/05/2021] [Accepted: 12/09/2021] [Indexed: 12/28/2022]
Abstract
Living organisms such as bacteria are often exposed to continuous changes in the nutrient availability in nature. Therefore, bacteria must constantly monitor the environmental condition, and adjust the metabolism quickly adapting to the change in the growth condition. For this, bacteria must orchestrate (coordinate and integrate) the complex and dynamically changing information on the environmental condition. In particular, the central carbon metabolism (CCM), monomer synthesis, and macromolecular synthesis must be coordinately regulated for the efficient growth. It is a grand challenge in bioscience, biotechnology, and synthetic biology to understand how living organisms coordinate the metabolic regulation systems. Here, we consider the integrated sensing of carbon sources by the phosphotransferase system (PTS), and the feed-forward/feedback regulation systems incorporated in the CCM in relation to the pool sizes of flux-sensing metabolites and αketoacids. We also consider the metabolic regulation of amino acid biosynthesis (as well as purine and pyrimidine biosyntheses) paying attention to the feedback control systems consisting of (fast) enzyme level regulation with (slow) transcriptional regulation. The metabolic engineering for the efficient amino acid production by bacteria such as Escherichia coli and Corynebacterium glutamicum is also discussed (in relation to the regulation mechanisms). The amino acid synthesis is important for determining the rate of ribosome biosynthesis. Thus, the growth rate control (growth law) is further discussed on the relationship between (p)ppGpp level and the ribosomal protein synthesis.
Collapse
Affiliation(s)
- Kazuyuki Shimizu
- Kyushu institute of Technology, Iizuka, Fukuoka 820-8502, Japan; Institute of Advanced Biosciences, Keio University, Tsuruoka, Yamagata 997-0017, Japan.
| | - Yu Matsuoka
- Department of Fisheries Distribution and Management, National Fisheries University, Shimonoseki, Yamaguchi 759-6595, Japan
| |
Collapse
|
5
|
Šoltysová M, Sieglová I, Fábry M, Brynda J, Škerlová J, Řezáčová P. Structural insight into DNA recognition by bacterial transcriptional regulators of the SorC/DeoR family. ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY 2021; 77:1411-1424. [PMID: 34726169 DOI: 10.1107/s2059798321009633] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 09/16/2021] [Indexed: 11/11/2022]
Abstract
The SorC/DeoR family is a large family of bacterial transcription regulators that are involved in the control of carbohydrate metabolism and quorum sensing. To understand the structural basis of DNA recognition, structural studies of two functionally characterized SorC/DeoR family members from Bacillus subtilis were performed: the deoxyribonucleoside regulator bsDeoR and the central glycolytic genes regulator bsCggR. Each selected protein represents one of the subgroups that are recognized within the family. Crystal structures were determined of the N-terminal DNA-binding domains of bsDeoR and bsCggR in complex with DNA duplexes representing the minimal operator sequence at resolutions of 2.3 and 2.1 Å, respectively. While bsDeoRDBD contains a homeodomain-like HTH-type domain, bsCggRDBD contains a winged helix-turn-helix-type motif. Both proteins form C2-symmetric dimers that recognize two consecutive major grooves, and the protein-DNA interactions have been analyzed in detail. The crystal structures were used to model the interactions of the proteins with the full DNA operators, and a common mode of DNA recognition is proposed that is most likely to be shared by other members of the SorC/DeoR family.
Collapse
Affiliation(s)
- Markéta Šoltysová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Flemingovo nám. 2, 166 10 Prague, Czech Republic
| | - Irena Sieglová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Flemingovo nám. 2, 166 10 Prague, Czech Republic
| | - Milan Fábry
- Institute of Molecular Genetics of Czech Academy of Sciences, Flemingovo nám. 2, 166 10 Prague, Czech Republic
| | - Jiří Brynda
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Flemingovo nám. 2, 166 10 Prague, Czech Republic
| | - Jana Škerlová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Flemingovo nám. 2, 166 10 Prague, Czech Republic
| | - Pavlína Řezáčová
- Structural Biology, Institute of Organic Chemistry and Biochemistry of Czech Academy of Sciences, Flemingovo nám. 2, 166 10 Prague, Czech Republic
| |
Collapse
|
6
|
Rodionov DA, Rodionova IA, Rodionov VA, Arzamasov AA, Zhang K, Rubinstein GM, Tanwee TNN, Bing RG, Crosby JR, Nookaew I, Basen M, Brown SD, Wilson CM, Klingeman DM, Poole FL, Zhang Y, Kelly RM, Adams MWW. Transcriptional Regulation of Plant Biomass Degradation and Carbohydrate Utilization Genes in the Extreme Thermophile Caldicellulosiruptor bescii. mSystems 2021; 6:e0134520. [PMID: 34060910 PMCID: PMC8579813 DOI: 10.1128/msystems.01345-20] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 05/04/2021] [Indexed: 11/20/2022] Open
Abstract
Extremely thermophilic bacteria from the genus Caldicellulosiruptor can degrade polysaccharide components of plant cell walls and subsequently utilize the constituting mono- and oligosaccharides. Through metabolic engineering, ethanol and other industrially important end products can be produced. Previous experimental studies identified a variety of carbohydrate-active enzymes in model species Caldicellulosiruptor saccharolyticus and Caldicellulosiruptor bescii, while prior transcriptomic experiments identified their putative carbohydrate uptake transporters. We investigated the mechanisms of transcriptional regulation of carbohydrate utilization genes using a comparative genomics approach applied to 14 Caldicellulosiruptor species. The reconstruction of carbohydrate utilization regulatory network includes the predicted binding sites for 34 mostly local regulators and point to the regulatory mechanisms controlling expression of genes involved in degradation of plant biomass. The Rex and CggR regulons control the central glycolytic and primary redox reactions. The identified transcription factor binding sites and regulons were validated with transcriptomic and transcription start site experimental data for C. bescii grown on cellulose, cellobiose, glucose, xylan, and xylose. The XylR and XynR regulons control xylan-induced transcriptional response of genes involved in degradation of xylan and xylose utilization. The reconstructed regulons informed the carbohydrate utilization reconstruction analysis and improved functional annotations of 51 transporters and 11 catabolic enzymes. Using gene deletion, we confirmed that the shared ATPase component MsmK is essential for growth on oligo- and polysaccharides but not for the utilization of monosaccharides. By elucidating the carbohydrate utilization framework in C. bescii, strategies for metabolic engineering can be pursued to optimize yields of bio-based fuels and chemicals from lignocellulose. IMPORTANCE To develop functional metabolic engineering platforms for nonmodel microorganisms, a comprehensive understanding of the physiological and metabolic characteristics is critical. Caldicellulosiruptor bescii and other species in this genus have untapped potential for conversion of unpretreated plant biomass into industrial fuels and chemicals. The highly interactive and complex machinery used by C. bescii to acquire and process complex carbohydrates contained in lignocellulose was elucidated here to complement related efforts to develop a metabolic engineering platform with this bacterium. Guided by the findings here, a clearer picture of how C. bescii natively drives carbohydrate utilization is provided and strategies to engineer this bacterium for optimal conversion of lignocellulose to commercial products emerge.
Collapse
Affiliation(s)
- Dmitry A. Rodionov
- Sanford-Burnhams-Prebys Medical Discovery Institute, La Jolla, California, USA
- A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
| | - Irina A. Rodionova
- Department of Bioengineering, University of California—San Diego, La Jolla, California, USA
| | - Vladimir A. Rodionov
- A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
| | - Aleksandr A. Arzamasov
- Sanford-Burnhams-Prebys Medical Discovery Institute, La Jolla, California, USA
- A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia
| | - Ke Zhang
- Department of Cell and Molecular Biology, College of the Environment and Life Sciences, University of Rhode Island, Kingston, Rhode Island, USA
| | - Gabriel M. Rubinstein
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Tania N. N. Tanwee
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Ryan G. Bing
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - James R. Crosby
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Intawat Nookaew
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Mirko Basen
- Mathematisch-Naturwissenschaftliche Fakultät, Institut für Biowissenschaften, Mikrobiologie, Universität Rostock, Rostock, Germany
| | - Steven D. Brown
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Charlotte M. Wilson
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- University of Otago, Dunedin, New Zealand
| | - Dawn M. Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Farris L. Poole
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| | - Ying Zhang
- Department of Cell and Molecular Biology, College of the Environment and Life Sciences, University of Rhode Island, Kingston, Rhode Island, USA
| | - Robert M. Kelly
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Michael W. W. Adams
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia, USA
| |
Collapse
|
7
|
Aissaoui N, Lai-Kee-Him J, Mills A, Declerck N, Morichaud Z, Brodolin K, Baconnais S, Le Cam E, Charbonnier JB, Sounier R, Granier S, Ropars V, Bron P, Bellot G. Modular Imaging Scaffold for Single-Particle Electron Microscopy. ACS NANO 2021; 15:4186-4196. [PMID: 33586425 DOI: 10.1021/acsnano.0c05113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Technological breakthroughs in electron microscopy (EM) have made it possible to solve structures of biological macromolecular complexes and to raise novel challenges, specifically related to sample preparation and heterogeneous macromolecular assemblies such as DNA-protein, protein-protein, and membrane protein assemblies. Here, we built a V-shaped DNA origami as a scaffolding molecular system to template proteins at user-defined positions in space. This template positions macromolecular assemblies of various sizes, juxtaposes combinations of biomolecules into complex arrangements, isolates biomolecules in their active state, and stabilizes membrane proteins in solution. In addition, the design can be engineered to tune DNA mechanical properties by exerting a controlled piconewton (pN) force on the molecular system and thus adapted to characterize mechanosensitive proteins. The binding site can also be specifically customized to accommodate the protein of interest, either interacting spontaneously with DNA or through directed chemical conjugation, increasing the range of potential targets for single-particle EM investigation. We assessed the applicability for five different proteins. Finally, as a proof of principle, we used RNAP protein to validate the approach and to explore the compatibility of the template with cryo-EM sample preparation.
Collapse
Affiliation(s)
- Nesrine Aissaoui
- Centre de Biochimie Structurale, CNRS UMR 5048, INSERM U1054, F-34000 Montpellier, France
- Université de Montpellier, F-34000 Montpellier, France
| | - Josephine Lai-Kee-Him
- Centre de Biochimie Structurale, CNRS UMR 5048, INSERM U1054, F-34000 Montpellier, France
- Université de Montpellier, F-34000 Montpellier, France
| | - Allan Mills
- Centre de Biochimie Structurale, CNRS UMR 5048, INSERM U1054, F-34000 Montpellier, France
- Université de Montpellier, F-34000 Montpellier, France
| | - Nathalie Declerck
- Centre de Biochimie Structurale, CNRS UMR 5048, INSERM U1054, F-34000 Montpellier, France
- Université de Montpellier, F-34000 Montpellier, France
- Departement MICA, INRA, 78352 Jouy-en-Josas, France
| | - Zakia Morichaud
- Université de Montpellier, F-34000 Montpellier, France
- IRIM, CNRS, Université Montpellier, 1919 Route de Mende, 34293 Montpellier, France
| | - Konstantin Brodolin
- Université de Montpellier, F-34000 Montpellier, France
- IRIM, CNRS, Université Montpellier, 1919 Route de Mende, 34293 Montpellier, France
| | - Sonia Baconnais
- Signalisations, Noyaux et Innovations en Cancérologie, UMR 8126, CNRS, Université Paris-Sud, Gustave Roussy, Université Paris-Saclay, 94800 Villejuif, France
| | - Eric Le Cam
- Signalisations, Noyaux et Innovations en Cancérologie, UMR 8126, CNRS, Université Paris-Sud, Gustave Roussy, Université Paris-Saclay, 94800 Villejuif, France
| | - Jean Baptiste Charbonnier
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198 Gif-sur-Yvette, France
| | - Rémy Sounier
- Université de Montpellier, F-34000 Montpellier, France
- Institut de Génomique Fonctionnelle, CNRS UMR 5203, INSERM U1191, F-34000 Montpellier, France
| | - Sébastien Granier
- Université de Montpellier, F-34000 Montpellier, France
- Institut de Génomique Fonctionnelle, CNRS UMR 5203, INSERM U1191, F-34000 Montpellier, France
| | - Virginie Ropars
- Université Paris-Saclay, CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), 91198 Gif-sur-Yvette, France
| | - Patrick Bron
- Centre de Biochimie Structurale, CNRS UMR 5048, INSERM U1054, F-34000 Montpellier, France
- Université de Montpellier, F-34000 Montpellier, France
| | - Gaetan Bellot
- Centre de Biochimie Structurale, CNRS UMR 5048, INSERM U1054, F-34000 Montpellier, France
- Université de Montpellier, F-34000 Montpellier, France
| |
Collapse
|
8
|
Exploring the structure and dynamics of macromolecular complexes by native mass spectrometry. J Proteomics 2020; 222:103799. [DOI: 10.1016/j.jprot.2020.103799] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 03/23/2020] [Accepted: 04/25/2020] [Indexed: 12/15/2022]
|
9
|
Monteiro F, Hubmann G, Takhaveev V, Vedelaar SR, Norder J, Hekelaar J, Saldida J, Litsios A, Wijma HJ, Schmidt A, Heinemann M. Measuring glycolytic flux in single yeast cells with an orthogonal synthetic biosensor. Mol Syst Biol 2019; 15:e9071. [PMID: 31885198 PMCID: PMC6920703 DOI: 10.15252/msb.20199071] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Revised: 11/28/2019] [Accepted: 11/29/2019] [Indexed: 12/17/2022] Open
Abstract
Metabolic heterogeneity between individual cells of a population harbors significant challenges for fundamental and applied research. Identifying metabolic heterogeneity and investigating its emergence require tools to zoom into metabolism of individual cells. While methods exist to measure metabolite levels in single cells, we lack capability to measure metabolic flux, i.e., the ultimate functional output of metabolic activity, on the single-cell level. Here, combining promoter engineering, computational protein design, biochemical methods, proteomics, and metabolomics, we developed a biosensor to measure glycolytic flux in single yeast cells. Therefore, drawing on the robust cell-intrinsic correlation between glycolytic flux and levels of fructose-1,6-bisphosphate (FBP), we transplanted the B. subtilis FBP-binding transcription factor CggR into yeast. With the developed biosensor, we robustly identified cell subpopulations with different FBP levels in mixed cultures, when subjected to flow cytometry and microscopy. Employing microfluidics, we were also able to assess the temporal FBP/glycolytic flux dynamics during the cell cycle. We anticipate that our biosensor will become a valuable tool to identify and study metabolic heterogeneity in cell populations.
Collapse
Affiliation(s)
- Francisca Monteiro
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
- Present address:
cE3c‐Centre for Ecology, Evolution and Environmental ChangesFaculdade de CiênciasUniversidade de LisboaLisboaPortugal
| | - Georg Hubmann
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
- Present address:
Laboratory of Molecular Cell BiologyDepartment of BiologyInstitute of Botany and MicrobiologyKU Leuven, & Center for Microbiology, VIBHeverlee, FlandersBelgium
| | - Vakil Takhaveev
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | - Silke R Vedelaar
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | - Justin Norder
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | - Johan Hekelaar
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | - Joana Saldida
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | - Athanasios Litsios
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | - Hein J Wijma
- Biotechnology, Groningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| | | | - Matthias Heinemann
- Molecular Systems BiologyGroningen Biomolecular Sciences and Biotechnology InstituteUniversity of GroningenGroningenThe Netherlands
| |
Collapse
|
10
|
Bley Folly B, Ortega AD, Hubmann G, Bonsing-Vedelaar S, Wijma HJ, van der Meulen P, Milias-Argeitis A, Heinemann M. Assessment of the interaction between the flux-signaling metabolite fructose-1,6-bisphosphate and the bacterial transcription factors CggR and Cra. Mol Microbiol 2018; 109:278-290. [DOI: 10.1111/mmi.14008] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2018] [Indexed: 01/21/2023]
Affiliation(s)
- Brenda Bley Folly
- Molecular Systems Biology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Alvaro D. Ortega
- Molecular Systems Biology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
- Department of Cell Biology, Faculty of Biology; Complutense University of Madrid; José Antonio Nováis 12 28040 Madrid Spain
| | - Georg Hubmann
- Molecular Systems Biology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Silke Bonsing-Vedelaar
- Molecular Systems Biology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Hein J. Wijma
- Biotechnology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Pieter van der Meulen
- Stratingh Institute for Chemistry; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Andreas Milias-Argeitis
- Molecular Systems Biology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| | - Matthias Heinemann
- Molecular Systems Biology, Groningen Biomolecular Sciences and Biotechnology Institute; University of Groningen; Nijenborgh 4 9747 AG Groningen The Netherlands
| |
Collapse
|
11
|
Boeri Erba E, Petosa C. The emerging role of native mass spectrometry in characterizing the structure and dynamics of macromolecular complexes. Protein Sci 2015; 24:1176-92. [PMID: 25676284 DOI: 10.1002/pro.2661] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Revised: 02/06/2015] [Accepted: 02/06/2015] [Indexed: 12/31/2022]
Abstract
Mass spectrometry (MS) is a powerful tool for determining the mass of biomolecules with high accuracy and sensitivity. MS performed under so-called "native conditions" (native MS) can be used to determine the mass of biomolecules that associate noncovalently. Here we review the application of native MS to the study of protein-ligand interactions and its emerging role in elucidating the structure of macromolecular assemblies, including soluble and membrane protein complexes. Moreover, we discuss strategies aimed at determining the stoichiometry and topology of subunits by inducing partial dissociation of the holo-complex. We also survey recent developments in "native top-down MS", an approach based on Fourier Transform MS, whereby covalent bonds are broken without disrupting non-covalent interactions. Given recent progress, native MS is anticipated to play an increasingly important role for researchers interested in the structure of macromolecular complexes.
Collapse
Affiliation(s)
- Elisabetta Boeri Erba
- Université Grenoble Alpes, Institut de Biologie Structurale (IBS), 71 Avenue des Martyrs, F-38044, Grenoble, France.,Commissariat à l'Energie Atomique et aux Energies Alternatives (CEA), DSV, IBS, F-38044, Grenoble, France.,Centre National de la Recherche Scientifique (CNRS), IBS, F-38044, Grenoble, France
| | - Carlo Petosa
- Université Grenoble Alpes, Institut de Biologie Structurale (IBS), 71 Avenue des Martyrs, F-38044, Grenoble, France.,Commissariat à l'Energie Atomique et aux Energies Alternatives (CEA), DSV, IBS, F-38044, Grenoble, France.,Centre National de la Recherche Scientifique (CNRS), IBS, F-38044, Grenoble, France
| |
Collapse
|
12
|
Willenborg J, de Greeff A, Jarek M, Valentin-Weigand P, Goethe R. The CcpA regulon of Streptococcus suis reveals novel insights into the regulation of the streptococcal central carbon metabolism by binding of CcpA to two distinct binding motifs. Mol Microbiol 2014; 92:61-83. [PMID: 24673665 DOI: 10.1111/mmi.12537] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2014] [Indexed: 12/01/2022]
Abstract
Streptococcus suis (S. suis) is a neglected zoonotic streptococcus causing fatal diseases in humans and in pigs. The transcriptional regulator CcpA (catabolite control protein A) is involved in the metabolic adaptation to different carbohydrate sources and virulence of S. suis and other pathogenic streptococci. In this study, we determined the DNA binding characteristics of CcpA and identified the CcpA regulon during growth of S. suis. Electrophoretic mobility shift analyses showed promiscuous DNA binding of CcpA to cognate cre sites in vitro. In contrast, sequencing of immunoprecipitated chromatin revealed two specific consensus motifs, a pseudo-palindromic cre motif (WWGAAARCGYTTTCWW) and a novel cre2 motif (TTTTYHWDHHWWTTTY), within the regulatory elements of the genes directly controlled by CcpA. Via these elements CcpA regulates expression of genes involved in carbohydrate uptake and conversion, and in addition in important metabolic pathways of the central carbon metabolism, like glycolysis, mixed-acid fermentation, and the fragmentary TCA cycle. Furthermore, our analyses provide evidence that CcpA regulates the genes of the central carbon metabolism by binding either the pseudo-palindromic cre motif or the cre2 motif in a HPr(Ser)∼P independent conformation.
Collapse
Affiliation(s)
- Jörg Willenborg
- Institute of Microbiology, University of Veterinary Medicine, Hannover, Germany
| | | | | | | | | |
Collapse
|
13
|
Reconciling molecular regulatory mechanisms with noise patterns of bacterial metabolic promoters in induced and repressed states. Proc Natl Acad Sci U S A 2011; 109:155-60. [PMID: 22190493 DOI: 10.1073/pnas.1110541108] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Assessing gene expression noise in order to obtain mechanistic insights requires accurate quantification of gene expression on many individual cells over a large dynamic range. We used a unique method based on 2-photon fluorescence fluctuation microscopy to measure directly, at the single cell level and with single-molecule sensitivity, the absolute concentration of fluorescent proteins produced from the two Bacillus subtilis promoters that control the switch between glycolysis and gluconeogenesis. We quantified cell-to-cell variations in GFP concentrations in reporter strains grown on glucose or malate, including very weakly transcribed genes under strong catabolite repression. Results revealed strong transcriptional bursting, particularly for the glycolytic promoter. Noise pattern parameters of the two antagonistic promoters controlling the nutrient switch were differentially affected on glycolytic and gluconeogenic carbon sources, discriminating between the different mechanisms that control their activity. Our stochastic model for the transcription events reproduced the observed noise patterns and identified the critical parameters responsible for the differences in expression profiles of the promoters. The model also resolved apparent contradictions between in vitro operator affinity and in vivo repressor activity at these promoters. Finally, our results demonstrate that negative feedback is not noise-reducing in the case of strong transcriptional bursting.
Collapse
|
14
|
Bagh S, Mandal M, McMillen DR. Minimal genetic device with multiple tunable functions. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2010; 82:021911. [PMID: 20866841 DOI: 10.1103/physreve.82.021911] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2010] [Revised: 07/21/2010] [Indexed: 05/29/2023]
Abstract
The ability to design artificial genetic devices with predictable functions is critical to the development of synthetic biology. Given the highly variable requirements of biological designs, the ability to tune the behavior of a genetic device is also of key importance; such tuning will allow devices to be matched with other components into larger systems, and to be shifted into the correct parameter regimes to elicit desired behaviors. Here, we have developed a minimal synthetic genetic system that acts as a multifunction, tunable biodevice in the bacterium Escherichia coli. First, it acts as a biochemical AND gate, sensing the extracellular small molecules isopropyl β-D -1-thiogalactopyranoside and anhydrotetracycline as two input signals and expressing enhanced green fluorescent protein as an output signal. Next, the output signal of the AND gate can be amplified by the application of another extracellular chemical, arabinose. Further, the system can generate a wide range of chemically tunable single input-output response curves, without any genetic alteration of the circuit, by varying the concentrations of a set of extracellular small molecules. We have developed and parameterized a simple transfer function model for the system, and shown that the model successfully explains and predicts the quantitative relationships between input and output signals in the system.
Collapse
Affiliation(s)
- Sangram Bagh
- Department of Chemical and Physical Sciences, Institute for Optical Sciences, University of Toronto Mississauga, Ontario, Canada
| | | | | |
Collapse
|