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Han P, Wang X, Li Y, Wu H, Shi T, Shi J. Synthesis of a Healthy Sweetener d-Tagatose from Starch Catalyzed by Semiartificial Cell Factories. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:3813-3820. [PMID: 36787449 DOI: 10.1021/acs.jafc.2c08400] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
d-Tagatose is one of the several healthy sweeteners that can be a substitute for sucrose and fructose in our daily life. Whole cell-catalyzed phosphorylation and dephosphorylation previously reported by our group afford a thermodynamic-driven strategy to achieve tagatose production directly from starch with high product yields. Nonetheless, the poor structural stability of cells and difficulty in biocatalyst recycling restrict its practical application. Herein, an efficient and stable semiartificial cell factory (SACF) was developed by constructing an organosilica network (OSN) artificial shell on the cells bearing five thermophilic enzymes to produce tagatose. The OSN artificial shell, the thickness of which can be regulated by changing the tetraethyl silicate concentration, exhibited tunable permeability and superior mechanical strength. In contrast with cells, SACFs showed a relative activity of 99.5% and an extended half-life from 33.3 to 57.8 h. Over 50% of initial activity was retained after 20 reuses. The SACFs can catalyze seven consecutive reactions with tagatose yields of over 40.7% in field applications.
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Affiliation(s)
- Pingping Han
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Xueying Wang
- School of Environmental Science & Engineering, Tianjin University, Tianjin 300072, China
| | - Yunjie Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Hong Wu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Ting Shi
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China
| | - Jiafu Shi
- School of Environmental Science & Engineering, Tianjin University, Tianjin 300072, China
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2
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Li J, Dai Q, Zhu Y, Xu W, Zhang W, Chen Y, Mu W. Low-calorie bulk sweeteners: Recent advances in physical benefits, applications, and bioproduction. Crit Rev Food Sci Nutr 2023:1-15. [PMID: 36705477 DOI: 10.1080/10408398.2023.2171362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
At present, with the continuous improvement of living standards, people are paying increasing attention to dietary nutrition and health. Low sugar and low energy consumption have become important dietary trends. In terms of sugar control, more and more countries have implemented sugar taxes in recent years. Hence, as the substitute for sugar, low-calorie sweeteners have been widely used in beverage, bakery, and confectionary industries. In general, low-calorie sweeteners consist of high-intensity and low-calorie bulk sweeteners (some rare sugars and sugar alcohols). In this review, recent advances and challenges in low-calorie bulk sweeteners are explored. Bioproduction of low-calorie bulk sweeteners has become the focus of many researches, because it has the potential to replace the current industrial scale production through chemical synthesis. A comprehensive summary of the physicochemical properties, physiological functions, applications, bioproduction, and regulation of typical low-calorie bulk sweeteners, such as D-allulose, D-tagatose, D-mannitol, sorbitol, and erythritol, is provided.
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Affiliation(s)
- Jin Li
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
- School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Quanyu Dai
- China Rural Technology Development Center, Beijing, China
| | - Yingying Zhu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Wei Xu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Wenli Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Yeming Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
- School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
| | - Wanmeng Mu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, China
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3
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Cheng C, Yan X, Liu B, Jiang T, Zhou Z, Guo F, Zhang Q, Li C, Fang T. SdiA Enhanced the Drug Resistance of Cronobacter sakazakii and Suppressed Its Motility, Adhesion and Biofilm Formation. Front Microbiol 2022; 13:901912. [PMID: 35602061 PMCID: PMC9120920 DOI: 10.3389/fmicb.2022.901912] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 04/19/2022] [Indexed: 11/13/2022] Open
Abstract
Cronobacter sakazakii is a common foodborne pathogen, and the mortality rate of its infection is as high as 40–80%. SdiA acts as a quorum sensing regulator in many foodborne pathogens, but its role in C. sakazakii remains unclear. Here, we further determined the effect of the sdiA gene in C. sakazakii pathogenicity. The SdiA gene in C. sakazakii was knocked out by gene editing technology, and the biological characteristics of the ΔsdiA mutant of C. sakazakii were studied, followed by transcriptome analysis to elucidate its effects. The results suggested that SdiA gene enhanced the drug resistance of C. sakazakii but diminished its motility, adhesion and biofilm formation ability and had no effect on its growth. Transcriptome analysis showed that the ΔsdiA upregulated the expression levels of D-galactose operon genes (including dgoR, dgoK, dgoA, dgoD and dgoT) and flagella-related genes (FliA and FliC) in C. sakazakii and downregulated the expression levels of related genes in the type VI secretion system (VasK gene was downregulated by 1.53-fold) and ABC transport system (downregulated by 1.5-fold), indicating that SdiA gene was related to the physiological metabolism of C. sakazakii. The results were useful for clarifying the pathogenic mechanism of C. sakazakii and provide a theoretical basis for controlling bacterial infection.
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4
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Dai Y, Zhang J, Jiang B, Zhang T, Chen J. New strategy for rare sugars biosynthesis: Aldol reactions using dihydroxyacetone phosphate (DHAP)-dependent aldolases. FOOD BIOSCI 2021. [DOI: 10.1016/j.fbio.2021.101377] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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5
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Spence MA, Mortimer MD, Buckle AM, Minh BQ, Jackson CJ. A Comprehensive Phylogenetic Analysis of the Serpin Superfamily. Mol Biol Evol 2021; 38:2915-2929. [PMID: 33744972 PMCID: PMC8233489 DOI: 10.1093/molbev/msab081] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Serine protease inhibitors (serpins) are found in all kingdoms of life and play essential roles in multiple physiological processes. Owing to the diversity of the superfamily, phylogenetic analysis is challenging and prokaryotic serpins have been speculated to have been acquired from Metazoa through horizontal gene transfer due to their unexpectedly high homology. Here, we have leveraged a structural alignment of diverse serpins to generate a comprehensive 6,000-sequence phylogeny that encompasses serpins from all kingdoms of life. We show that in addition to a central “hub” of highly conserved serpins, there has been extensive diversification of the superfamily into many novel functional clades. Our analysis indicates that the hub proteins are ancient and are similar because of convergent evolution, rather than the alternative hypothesis of horizontal gene transfer. This work clarifies longstanding questions in the evolution of serpins and provides new directions for research in the field of serpin biology.
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Affiliation(s)
- Matthew A Spence
- Research School of Chemistry, Australian National University, Canberra, ACT, Australia
| | - Matthew D Mortimer
- Research School of Chemistry, Australian National University, Canberra, ACT, Australia
| | - Ashley M Buckle
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, Melbourne, VIC, Australia
| | - Bui Quang Minh
- Research School of Computing and Research School of Biology, Australian National University, Canberra, ACT, Australia
| | - Colin J Jackson
- Research School of Chemistry, Australian National University, Canberra, ACT, Australia.,Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Research School of Chemistry, Australian National University, Canberra, ACT, Australia.,Australian Research Council Centre of Excellence in Synthetic Biology, Research School of Chemistry, Australian National University, Canberra, ACT, Australia
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6
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Zhi Y, Xiang DF, Narindoshvili T, Andrews-Polymenis H, Raushel FM. Deciphering the Aldolase Function of STM3780 from a Bovine Enteric Infection-Related Gene Cluster in Salmonella enterica Serotype Typhimurium. Biochemistry 2020; 59:4573-4580. [PMID: 33231431 DOI: 10.1021/acs.biochem.0c00768] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Non-typhoidal Salmonella are capable of colonizing livestock and humans, where they can progressively cause disease. Previously, a library of targeted single-gene deletion mutants of Salmonella enterica serotype Typhimurium was inoculated to ligated ileal loops in calves to identify genes under selection. Of those genes identified, a cluster of genes is related to carbohydrate metabolism and transportation. It is proposed that an incoming carbohydrate is first phosphorylated by a phosphoenolpyruvate-dependent phosphotransferase system. The metabolite is further phosphorylated by the kinase STM3781 and then cleaved by the aldolase STM3780. STM3780 is functionally annotated as a class II fructose-bisphosphate aldolase. The aldolase was purified to homogeneity, and its aldol condensation activity with a range of aldehydes was determined. In the condensation reaction, STM3780 was shown to catalyze the abstraction of the pro-S hydrogen from C3 of dihydroxyacetone and subsequent formation of a carbon-carbon bond with S stereochemistry at C3 and R stereochemistry at C4. The best aldehyde substrate was identified as l-threouronate. Surprisingly, STM3780 was also shown to catalyze the condensation of two molecules of dihydroxyacetone phosphate to form the branched carbohydrate dendroketose bisphosphate.
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Affiliation(s)
- Yuan Zhi
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas 77843, United States
| | - Dao Feng Xiang
- Department of Chemistry, Texas A&M University, College Station, Texas 77843, United States
| | - Tamari Narindoshvili
- Department of Chemistry, Texas A&M University, College Station, Texas 77843, United States
| | - Helene Andrews-Polymenis
- Department of Microbial Pathogenesis and Immunology, College of Medicine, Texas A&M University College of Medicine, Bryan, Texas 77807, United States
| | - Frank M Raushel
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas 77843, United States.,Department of Chemistry, Texas A&M University, College Station, Texas 77843, United States
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7
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Lv M, Wang F, Zeng L, Bi Y, Cui J, Liu L, Bi Y, Chen L, Zhang W. Identification and metabolomic analysis of a starch-deficient Crypthecodinium cohnii mutant reveals multiple mechanisms relevant to enhanced growth and lipid accumulation. ALGAL RES 2020. [DOI: 10.1016/j.algal.2020.102001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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8
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Dai Y, Zhang J, Zhang T, Chen J, Hassanin HAM, Jiang B. Characteristics of a fructose 6-phosphate 4-epimerase from Caldilinea aerophila DSM 14535 and its application for biosynthesis of tagatose. Enzyme Microb Technol 2020; 139:109594. [DOI: 10.1016/j.enzmictec.2020.109594] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Revised: 04/20/2020] [Accepted: 05/09/2020] [Indexed: 11/26/2022]
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9
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Miyake M, Terada T, Shimokawa M, Sugimoto N, Arakawa T, Shimizu K, Igarashi K, Fujita K, Fushinobu S. Structural analysis of β-L-arabinobiose-binding protein in the metabolic pathway of hydroxyproline-rich glycoproteins in Bifidobacterium longum. FEBS J 2020; 287:5114-5129. [PMID: 32246585 DOI: 10.1111/febs.15315] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/09/2020] [Accepted: 03/26/2020] [Indexed: 12/29/2022]
Abstract
Bifidobacterium longum is a symbiotic human gut bacterium that has a degradation system for β-arabinooligosaccharides, which are present in the hydroxyproline-rich glycoproteins of edible plants. Whereas microbial degradation systems for α-linked arabinofuranosyl carbohydrates have been extensively studied, little is understood about the degradation systems targeting β-linked arabinofuranosyl carbohydrates. We functionally and structurally analyzed a substrate-binding protein (SBP) of a putative ABC transporter (BLLJ_0208) in the β-arabinooligosaccharide degradation system. Thermal shift assays and isothermal titration calorimetry revealed that the SBP specifically bound Araf-β1,2-Araf (β-Ara2 ) with a Kd of 0.150 μm, but did not bind L-arabinose or methyl-β-Ara2 . Therefore, the SBP was termed β-arabinobiose-binding protein (BABP). Crystal structures of BABP complexed with β-Ara2 were determined at resolutions of up to 1.78 Å. The findings showed that β-Ara2 was bound to BABP within a short tunnel between two lobes as an α-anomeric form at its reducing end. BABP forms extensive interactions with β-Ara2 , and its binding mode was unique among SBPs. A molecular dynamics simulation revealed that the closed conformation of substrate-bound BABP is stable, whereas substrate-free form can adopt a fully open and two distinct semi-open states. The importer system specific for β-Ara2 may contribute to microbial survival in biological niches with limited amounts of digestible carbohydrates. DATABASE: Atomic coordinates and structure factors (codes 6LCE and 6LCF) have been deposited in the Protein Data Bank (http://wwpdb.org/).
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Affiliation(s)
| | - Tohru Terada
- The Agricultural Bioinformatics Research Unit, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Japan
| | | | - Naohisa Sugimoto
- Department of Biomaterial Sciences, The University of Tokyo, Japan
| | - Takatoshi Arakawa
- Department of Biotechnology, The University of Tokyo, Japan.,Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, Japan
| | | | - Kiyohiko Igarashi
- Department of Biomaterial Sciences, The University of Tokyo, Japan.,VTT Technical Research Centre of Finland Ltd., Espoo, Finland
| | | | - Shinya Fushinobu
- Department of Biotechnology, The University of Tokyo, Japan.,Collaborative Research Institute for Innovative Microbiology, The University of Tokyo, Japan
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10
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Multi-enzyme systems and recombinant cells for synthesis of valuable saccharides: Advances and perspectives. Biotechnol Adv 2019; 37:107406. [DOI: 10.1016/j.biotechadv.2019.06.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 05/30/2019] [Accepted: 06/08/2019] [Indexed: 02/07/2023]
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11
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Zallot R, Oberg N, Gerlt JA. The EFI Web Resource for Genomic Enzymology Tools: Leveraging Protein, Genome, and Metagenome Databases to Discover Novel Enzymes and Metabolic Pathways. Biochemistry 2019; 58:4169-4182. [PMID: 31553576 DOI: 10.1021/acs.biochem.9b00735] [Citation(s) in RCA: 386] [Impact Index Per Article: 77.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
The assignment of functions to uncharacterized proteins discovered in genome projects requires easily accessible tools and computational resources for large-scale, user-friendly leveraging of the protein, genome, and metagenome databases by experimentalists. This article describes the web resource developed by the Enzyme Function Initiative (EFI; accessed at https://efi.igb.illinois.edu/ ) that provides "genomic enzymology" tools ("web tools") for (1) generating sequence similarity networks (SSNs) for protein families (EFI-EST); (2) analyzing and visualizing genome context of the proteins in clusters in SSNs (in genome neighborhood networks, GNNs, and genome neighborhood diagrams, GNDs) (EFI-GNT); and (3) prioritizing uncharacterized SSN clusters for functional assignment based on metagenome abundance (chemically guided functional profiling, CGFP) (EFI-CGFP). The SSNs generated by EFI-EST are used as the input for EFI-GNT and EFI-CGFP, enabling easy transfer of information among the tools. The networks are visualized and analyzed using Cytoscape, a widely used desktop application; GNDs and CGFP heatmaps summarizing metagenome abundance are viewed within the tools. We provide a detailed example of the integrated use of the tools with an analysis of glycyl radical enzyme superfamily (IPR004184) found in the human gut microbiome. This analysis demonstrates that (1) SwissProt annotations are not always correct, (2) large-scale genome context analyses allow the prediction of novel metabolic pathways, and (3) metagenome abundance can be used to identify/prioritize uncharacterized proteins for functional investigation.
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12
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Schoenenberger B, Kind S, Meier R, Eggert T, Obkircher M, Wohlgemuth R. Efficient biocatalytic synthesis of D-tagatose 1,6-diphosphate by LacC-catalysed phosphorylation of D-tagatose 6-phosphate. BIOCATAL BIOTRANSFOR 2019. [DOI: 10.1080/10242422.2019.1634694] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
| | | | | | | | | | - Roland Wohlgemuth
- Sigma-Aldrich/Merck KGaA, Buchs, Switzerland
- Institute of Technical Biochemistry, Technical University Lodz, Lodz, Poland
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13
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Kohlmeier MG, White CE, Fowler JE, Finan TM, Oresnik IJ. Galactitol catabolism in Sinorhizobium meliloti is dependent on a chromosomally encoded sorbitol dehydrogenase and a pSymB-encoded operon necessary for tagatose catabolism. Mol Genet Genomics 2019; 294:739-755. [DOI: 10.1007/s00438-019-01545-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 03/08/2019] [Indexed: 01/22/2023]
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14
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de Crécy-Lagard V, Haas D, Hanson AD. Newly-discovered enzymes that function in metabolite damage-control. Curr Opin Chem Biol 2018; 47:101-108. [PMID: 30268903 DOI: 10.1016/j.cbpa.2018.09.014] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 08/19/2018] [Accepted: 09/11/2018] [Indexed: 01/26/2023]
Abstract
Enzymes of unknown function are estimated to make up around 25% of the sequenced proteome. In the past decade, over 20 conserved families have been shown to function in the metabolism of 'damaged' or abnormal metabolites that are wasteful and often toxic. These newly discovered damage-control enzymes either repair or inactivate the offending metabolites, or pre-empt their formation in the first place. Comparative genomics has been of prime importance in predicting the functions of damage-control enzymes and in guiding the biochemical and genetic tests required to validate these functions.
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Affiliation(s)
- Valérie de Crécy-Lagard
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL, USA; Genetics Institute, University of Florida, Gainesville, FL, USA.
| | - Drago Haas
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL, USA
| | - Andrew D Hanson
- Horticultural Sciences Department, University of Florida, Gainesville, FL, USA
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15
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Zallot R, Oberg NO, Gerlt JA. 'Democratized' genomic enzymology web tools for functional assignment. Curr Opin Chem Biol 2018; 47:77-85. [PMID: 30268904 DOI: 10.1016/j.cbpa.2018.09.009] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 09/10/2018] [Accepted: 09/11/2018] [Indexed: 12/24/2022]
Abstract
The protein databases contain an exponentially growing number of sequences as a result of the recent increase in ease and decrease in cost of genome sequencing. The rate of data accumulation far exceeds the rate of functional studies, producing an increase in genomic 'dark matter', sequences for which no precise and validated function is defined. Publicly accessible, that is 'democratized,' genomic enzymology web tools are essential to leverage the protein and genome databases for discovery of the in vitro activities and in vivo functions of novel enzymes and proteins belonging to the dark matter. In this review, we discuss the use of web tools that have proven successful for functional assignment. We also describe a mechanism for ensuring the capture of published functional data so that the quality of both curated and automated annotations transfer can be improved.
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Affiliation(s)
- Rémi Zallot
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, United States
| | - Nils O Oberg
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, United States
| | - John A Gerlt
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, United States; Department of Biochemistry, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, United States; Department of Chemistry, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, IL 61801, United States.
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16
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Carter MS, Zhang X, Huang H, Bouvier JT, Francisco BS, Vetting MW, Al-Obaidi N, Bonanno JB, Ghosh A, Zallot RG, Andersen HM, Almo SC, Gerlt JA. Functional assignment of multiple catabolic pathways for D-apiose. Nat Chem Biol 2018; 14:696-705. [PMID: 29867142 DOI: 10.1038/s41589-018-0067-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 03/29/2018] [Indexed: 11/09/2022]
Abstract
Colocation of the genes encoding ABC, TRAP, and TCT transport systems and catabolic pathways for the transported ligand provides a strategy for discovering novel microbial enzymes and pathways. We screened solute-binding proteins (SBPs) for ABC transport systems and identified three that bind D-apiose, a branched pentose in the cell walls of higher plants. Guided by sequence similarity networks (SSNs) and genome neighborhood networks (GNNs), the identities of the SBPs enabled the discovery of four catabolic pathways for D-apiose with eleven previously unknown reactions. The new enzymes include D-apionate oxidoisomerase, which catalyzes hydroxymethyl group migration, as well as 3-oxo-isoapionate-4-phosphate decarboxylase and 3-oxo-isoapionate-4-phosphate transcarboxylase/hydrolase, which are RuBisCO-like proteins (RLPs). The web tools for generating SSNs and GNNs are publicly accessible ( http://efi.igb.illinois.edu/efi-est/ ), so similar 'genomic enzymology' strategies for discovering novel pathways can be used by the community.
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Affiliation(s)
- Michael S Carter
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Xinshuai Zhang
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Hua Huang
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jason T Bouvier
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.,Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Brian San Francisco
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Matthew W Vetting
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Nawar Al-Obaidi
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jeffrey B Bonanno
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Agnidipta Ghosh
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Rémi G Zallot
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Harvey M Andersen
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Steven C Almo
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - John A Gerlt
- Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA. .,Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA. .,Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
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17
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Niche Construction and Exploitation by Agrobacterium: How to Survive and Face Competition in Soil and Plant Habitats. Curr Top Microbiol Immunol 2018; 418:55-86. [PMID: 29556826 DOI: 10.1007/82_2018_83] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Agrobacterium populations live in different habitats (bare soil, rhizosphere, host plants), and hence face different environmental constraints. They have evolved the capacity to exploit diverse resources and to escape plant defense and competition from other microbiota. By modifying the genome of their host, Agrobacterium populations exhibit the remarkable ability to construct and exploit the ecological niche of the plant tumors that they incite. This niche is characterized by the accumulation of specific, low molecular weight compounds termed opines that play a critical role in Agrobacterium 's lifestyle. We present and discuss the functions, advantages, and costs associated with this niche construction and exploitation.
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18
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Gerlt JA. Genomic Enzymology: Web Tools for Leveraging Protein Family Sequence-Function Space and Genome Context to Discover Novel Functions. Biochemistry 2017; 56:4293-4308. [PMID: 28826221 PMCID: PMC5569362 DOI: 10.1021/acs.biochem.7b00614] [Citation(s) in RCA: 136] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
![]()
The exponentially increasing number
of protein and nucleic acid
sequences provides opportunities to discover novel enzymes, metabolic
pathways, and metabolites/natural products, thereby adding to our
knowledge of biochemistry and biology. The challenge has evolved from
generating sequence information to mining the databases to integrating
and leveraging the available information, i.e., the availability of
“genomic enzymology” web tools. Web tools that allow
identification of biosynthetic gene clusters are widely used by the
natural products/synthetic biology community, thereby facilitating
the discovery of novel natural products and the enzymes responsible
for their biosynthesis. However, many novel enzymes with interesting
mechanisms participate in uncharacterized small-molecule metabolic
pathways; their discovery and functional characterization also can
be accomplished by leveraging information in protein and nucleic acid
databases. This Perspective focuses on two genomic enzymology web
tools that assist the discovery novel metabolic pathways: (1) Enzyme
Function Initiative-Enzyme Similarity Tool (EFI-EST) for generating
sequence similarity networks to visualize and analyze sequence–function
space in protein families and (2) Enzyme Function Initiative-Genome
Neighborhood Tool (EFI-GNT) for generating genome neighborhood networks
to visualize and analyze the genome context in microbial and fungal
genomes. Both tools have been adapted to other applications to facilitate
target selection for enzyme discovery and functional characterization.
As the natural products community has demonstrated, the enzymology
community needs to embrace the essential role of web tools that allow
the protein and genome sequence databases to be leveraged for novel
insights into enzymological problems.
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Affiliation(s)
- John A Gerlt
- Departments of Biochemistry and Chemistry, Institute for Genomic Biology, University of Illinois , Urbana-Champaign Urbana, Illinois 61801, United States
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Zerbs S, Korajczyk PJ, Noirot PH, Collart FR. Transport capabilities of environmental Pseudomonads for sulfur compounds. Protein Sci 2017; 26:784-795. [PMID: 28127814 DOI: 10.1002/pro.3124] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2016] [Revised: 01/16/2017] [Accepted: 01/17/2017] [Indexed: 11/11/2022]
Abstract
Sulfur is an essential element in plant rhizospheres and microbial activity plays a key role in increasing the biological availability of sulfur in soil environments. To better understand the mechanisms facilitating the exchange of sulfur-containing molecules in soil, we profiled the binding specificities of eight previously uncharacterized ABC transporter solute-binding proteins from plant-associated Pseudomonads. A high-throughput screening procedure indicated eighteen significant organosulfur binding ligands, with at least one high-quality screening hit for each protein target. Calorimetric and spectroscopic methods were used to validate the best ligand assignments and catalog the thermodynamic properties of the protein-ligand interactions. Two novel high-affinity ligand-binding activities were identified and quantified in this set of solute-binding proteins. Bacteria were cultured in minimal media with screening library components supplied as the sole sulfur sources, demonstrating that these organosulfur compounds can be metabolized and confirming the relevance of ligand assignments. These results expand the set of experimentally validated ligands amenable to transport by this ABC transporter family and demonstrate the complex range of protein-ligand interactions that can be accomplished by solute-binding proteins. Characterizing new nutrient import pathways provides insight into Pseudomonad metabolic capabilities which can be used to further interrogate bacterial survival and participation in soil and rhizosphere communities.
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Affiliation(s)
- Sarah Zerbs
- Biosciences Division, Argonne National Laboratory, 9700 S Cass Ave, Lemont, Illinois, 60439
| | - Peter J Korajczyk
- Biosciences Division, Argonne National Laboratory, 9700 S Cass Ave, Lemont, Illinois, 60439
| | - Philippe H Noirot
- Biosciences Division, Argonne National Laboratory, 9700 S Cass Ave, Lemont, Illinois, 60439
| | - Frank R Collart
- Biosciences Division, Argonne National Laboratory, 9700 S Cass Ave, Lemont, Illinois, 60439
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21
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Abstract
Methanotrophic bacteria use methane, a potent greenhouse gas, as their primary source of carbon and energy. The first step in methane metabolism is its oxidation to methanol. In almost all methanotrophs, this chemically challenging reaction is catalyzed by particulate methane monooxygenase (pMMO), a copper-dependent integral membrane enzyme. Methanotrophs acquire copper (Cu) for pMMO by secreting a small ribosomally produced, posttranslationally modified natural product called methanobactin (Mbn). Mbn chelates Cu with high affinity, and the Cu-loaded form (CuMbn) is reinternalized into the cell via an active transport process. Bioinformatic and gene regulation studies suggest that two proteins might play a role in CuMbn handling: the TonB-dependent transporter MbnT and the periplasmic binding protein MbnE. Disruption of the gene that encodes MbnT abolishes CuMbn uptake, as reported previously, and expression of MbnT in Escherichia coli confers the ability to take up CuMbn. Biophysical studies of MbnT and MbnE reveal specific interactions with CuMbn, and a crystal structure of apo MbnE is consistent with MbnE's proposed role as a periplasmic CuMbn transporter. Notably, MbnT and MbnE exhibit different levels of discrimination between cognate and noncognate CuMbns. These findings provide evidence for CuMbn-protein interactions and begin to elucidate the molecular mechanisms of its recognition and transport.
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Assignment of function to a domain of unknown function: DUF1537 is a new kinase family in catabolic pathways for acid sugars. Proc Natl Acad Sci U S A 2016; 113:E4161-9. [PMID: 27402745 DOI: 10.1073/pnas.1605546113] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Using a large-scale "genomic enzymology" approach, we (i) assigned novel ATP-dependent four-carbon acid sugar kinase functions to members of the DUF1537 protein family (domain of unknown function; Pfam families PF07005 and PF17042) and (ii) discovered novel catabolic pathways for d-threonate, l-threonate, and d-erythronate. The experimentally determined ligand specificities of several solute binding proteins (SBPs) for TRAP (tripartite ATP-independent permease) transporters for four-carbon acids, including d-erythronate and l-erythronate, were used to constrain the substrates for the catabolic pathways that degrade the SBP ligands to intermediates in central carbon metabolism. Sequence similarity networks and genome neighborhood networks were used to identify the enzyme components of the pathways. Conserved genome neighborhoods encoded SBPs as well as permease components of the TRAP transporters, members of the DUF1537 family, and a member of the 4-hydroxy-l-threonine 4-phosphate dehydrogenase (PdxA) oxidative decarboxylase, class II aldolase, or ribulose 1,5-bisphosphate carboxylase/oxygenase, large subunit (RuBisCO) superfamily. Because the characterized substrates of members of the PdxA, class II aldolase, and RuBisCO superfamilies are phosphorylated, we postulated that the members of the DUF1537 family are novel ATP-dependent kinases that participate in catabolic pathways for four-carbon acid sugars. We determined that (i) the DUF1537/PdxA pair participates in a pathway for the conversion of d-threonate to dihydroxyacetone phosphate and CO2 and (ii) the DUF1537/class II aldolase pair participates in pathways for the conversion of d-erythronate and l-threonate (epimers at carbon-3) to dihydroxyacetone phosphate and CO2 The physiological importance of these pathways was demonstrated in vivo by phenotypic and genetic analyses.
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Yadava U, Vetting MW, Al Obaidi N, Carter MS, Gerlt JA, Almo SC. Structure of an ABC transporter solute-binding protein specific for the amino sugars glucosamine and galactosamine. Acta Crystallogr F Struct Biol Commun 2016; 72:467-72. [PMID: 27303900 PMCID: PMC4909247 DOI: 10.1107/s2053230x16007500] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 05/04/2016] [Indexed: 11/10/2022] Open
Abstract
The uptake of exogenous solutes by prokaryotes is mediated by transport systems embedded in the plasma membrane. In many cases, a solute-binding protein (SBP) is utilized to bind ligands with high affinity and deliver them to the membrane-bound components responsible for translocation into the cytoplasm. In the present study, Avi_5305, an Agrobacterium vitis SBP belonging to Pfam13407, was screened by differential scanning fluorimetry (DSF) and found to be stabilized by D-glucosamine and D-galactosamine. Avi_5305 is the first protein from Pfam13407 shown to be specific for amino sugars, and co-crystallization resulted in structures of Avi_5305 bound to D-glucosamine and D-galactosamine. Typical of Pfam13407, Avi_5305 consists of two α/β domains linked through a hinge region, with the ligand-binding site located in a cleft between the two domains. Comparisons with Escherichia coli ribose-binding protein suggest that a cation-π interaction with Tyr168 provides the specificity for D-glucosamine/D-galactosamine over D-glucose/D-galactose.
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Affiliation(s)
- Umesh Yadava
- Department of Physics, DDU Gorakhpur University, Gorakhpur 273 009, India
| | - Matthew W. Vetting
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Nawar Al Obaidi
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Michael S. Carter
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - John A. Gerlt
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Steven C. Almo
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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