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Title: Experimental Strategies for Functional Annotation and Metabolism Discovery: Targeted Screening of Solute Binding Proteins and Unbiased Panning of Metabolomes

Journal Article · · Biochemistry
DOI:https://doi.org/10.1021/bi501388y· OSTI ID:1178823
 [1];  [1];  [2];  [3];  [1];  [4];  [4];  [3];  [5];  [3];  [6];  [1];  [1];  [1];  [5];  [7];  [8];  [2];  [9];  [1]
  1. Albert Einstein College of Medicine, Bronx, NY (United States). Dept. of Biochemistry
  2. Univ. of California, San Francisco, CA (United States). Dept. of Pharmaceutical Chemistry
  3. Univ. of Illinois, Urbana-Champaign, IL (United States). Inst. for Genomic Biology
  4. Univ. of Illinois, Urbana-Champaign, IL (United States). Inst. for Genomic Biology, Dept. of Biochemistry
  5. Griffith Univ., Brisbane, QLD (Australia). Eskitis Inst. for Drug Discovery
  6. Sanford-Burnham Medical Research Inst., La Jolla, CA (United States); Russian Academy of Sciences (RAS), Moscow (Russian Federation). A.A.Kharkevich Inst. for Information Transmission Problems
  7. Sanford-Burnham Medical Research Inst., La Jolla, CA (United States)
  8. Univ. of Illinois, Urbana-Champaign, IL (United States). Dept. of Biochemistry
  9. Univ. of Illinois, Urbana-Champaign, IL (United States). Inst. for Genomic Biology, Dept. of Biochemistry and Dept. of Chemistry

The rate at which genome sequencing data is accruing demands enhanced methods for functional annotation and metabolism discovery. Solute binding proteins (SBPs) facilitate the transport of the first reactant in a metabolic pathway, thereby constraining the regions of chemical space and the chemistries that must be considered for pathway reconstruction. Here in this paper, we describe high-throughput protein production and differential scanning fluorimetry platforms, which enabled the screening of 158 SBPs against a 189 component library specifically tailored for this class of proteins. Like all screening efforts, this approach is limited by the practical constraints imposed by construction of the library, i.e., we can study only those metabolites that are known to exist and which can be made in sufficient quantities for experimentation. To move beyond these inherent limitations, we illustrate the promise of crystallographic- and mass spectrometric-based approaches for the unbiased use of entire metabolomes as screening libraries. Together, our approaches identified 40 new SBP ligands, generated experiment-based annotations for 2084 SBPs in 71 isofunctional clusters, and defined numerous metabolic pathways, including novel catabolic pathways for the utilization of ethanolamine as sole nitrogen source and the use of D-Ala-D-Ala as sole carbon source. These efforts begin to define an integrated strategy for realizing the full value of amassing genome sequence data.

Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)
Sponsoring Organization:
National Institutes of Health (NIH); USDOE Office of Science (SC)
Grant/Contract Number:
U54GM093342; U54GM094662; AC02-06CH11357
OSTI ID:
1178823
Journal Information:
Biochemistry, Vol. 54, Issue 3; ISSN 0006-2960
Publisher:
American Chemical Society (ACS)Copyright Statement
Country of Publication:
United States
Language:
ENGLISH
Citation Metrics:
Cited by: 74 works
Citation information provided by
Web of Science

References (60)

Improved Prediction of Signal Peptides: SignalP 3.0 journal July 2004
High-throughput production of human proteins for crystallization: The SGC experience journal October 2010
MOLPROBITY: structure validation and all-atom contact analysis for nucleic acids and their complexes journal July 2004
High-Density Miniaturized Thermal Shift Assays as a General Strategy for Drug Discovery journal December 2001
Using Sequence Similarity Networks for Visualization of Relationships Across Diverse Protein Superfamilies journal February 2009
Glycerol-3-phosphate transporter of Escherichia coli: Structure, function and regulation journal October 2004
Overexpression, Purification, and Characterization of VanX, a D-, D-Dipeptidase which Is Essential for Vancomycin Resistance in Enterococcus faecium BM4147 journal February 1995
A structural classification of substrate-binding proteins journal April 2010
Classification of Desulfovibrio species, the nonsporulating sulfate-reducing bacteria. journal January 1966
InterPro in 2011: new developments in the family and domain prediction database journal November 2011
Recent developments in the PHENIX software for automated crystallographic structure determination journal November 2003
Non-Zinc Mediated Inhibition of Carbonic Anhydrases: Coumarins Are a New Class of Suicide Inhibitors journal February 2009
Plasmodium Gametocyte Inhibition Identified from a Natural-Product-Based Fragment Library journal October 2013
The 'Buccaneer' software for automated protein chain tracing journal August 2006
Identification of a TRAP transporter for malonate transport and its expression regulated by GtrA from Sinorhizobium meliloti journal September 2010
Structural, functional, and evolutionary relationships among extracellular solute-binding receptors of bacteria. journal January 1993
VanX, a bacterial D-alanyl-D-alanine dipeptidase: Resistance, immunity, or survival function? journal September 1999
Analysis of Relative Gene Expression Data Using Real-Time Quantitative PCR and the 2−ΔΔCT Method journal December 2001
The Crystal Structure of UehA in Complex with Ectoine—A Comparison with Other TRAP-T Binding Proteins journal May 2009
1.55 Å Structure of the Ectoine Binding Protein TeaA of the Osmoregulated TRAP-Transporter TeaABC from Halomonas elongata journal August 2008
The substrate-binding protein TeaA of the osmoregulated ectoine transporter TeaABC from Halomonas elongata : purification and characterization of recombinant TeaA journal June 2002
Comparative Genomic Analysis of the Hexuronate Metabolism Genes and Their Regulation in Gammaproteobacteria journal May 2011
Crystal Structures of two Bordetella pertussis Periplasmic Receptors Contribute to Defining a Novel Pyroglutamic Acid Binding DctP Subfamily journal June 2007
Ethanolamine utilization in bacterial pathogens: roles and regulation journal April 2010
Pythoscape: a framework for generation of large protein similarity networks journal September 2012
The pathway for L-gulonate catabolism in Escherichia coli K-12 and Salmonella typhimurium LT-2 journal June 1980
MODOMICS: a database of RNA modification pathways. 2008 update journal January 2009
Discovery of new enzymes and metabolic pathways by using structure and genome context journal September 2013
Direct Screening of Natural Product Extracts Using Mass Spectrometry journal March 2008
Ligation-independent cloning of PCR products (LIC-PCR) journal January 1990
Protein production by auto-induction in high-density shaking cultures journal May 2005
The wobble hypothesis revisited: Uridine-5-oxyacetic acid is critical for reading of G-ending codons journal September 2007
Structure-guided discovery of the metabolite carboxy-SAM that modulates tRNA function journal May 2013
Caught in a TRAP: substrate-binding proteins in secondary transport journal October 2010
The yjjN of E. coli codes for an l-galactonate dehydrogenase and can be used for quantification of l-galactonate and l-gulonate journal May 2014
[4] Binding protein-dependent ABC transport system for glycerol 3-phosphate of Escherichia coli journal January 2004
Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks journal November 2003
Expression inEscherichia coliof the PutativeN-Acetylneuraminate Lyase Gene (nanA) fromHaemophilus influenzae:Overproduction, Purification, and Crystallization journal April 1998
High-throughput expression and purification of membrane proteins journal October 2010
A RubisCO-like protein links SAM metabolism with isoprenoid biosynthesis journal October 2012
A combined approach to improving large-scale production of tobacco etch virus protease journal September 2007
Discovery of Function in the Enolase Superfamily: d -Mannonate and d -Gluconate Dehydratases in the d -Mannonate Dehydratase Subgroup journal April 2014
The Enzyme Function Initiative journal November 2011
The modified wobble nucleoside uridine-5-oxyacetic acid in tRNAProcmo5UGG promotes reading of all four proline codons in vivo journal October 2004
The use of differential scanning fluorimetry to detect ligand interactions that promote protein stability journal September 2007
A Novel Putrescine Utilization Pathway Involves γ-Glutamylated Intermediates of Escherichia coli K-12 journal December 2004
Homologs of the vancomycin resistance d-Ala-d-Ala dipeptidase VanX in Streptomyces toyocaensis, Escherichia coli and Synechocystis: attributes of catalytic efficiency, stereoselectivity and regulation with implications for function journal September 1998
Transformation of Isopropylamine to l -Alaninol by Pseudomonas sp. Strain KIE171 Involves N -Glutamylated Intermediates journal May 2002
Tagaturonate-fructuronate epimerase UxaE, a novel enzyme in the hexuronate catabolic network in Thermotoga maritima : Galacturonate catabolism journal August 2012
Investigating the Physiological Roles of Low-Efficiency d -Mannonate and d -Gluconate Dehydratases in the Enolase Superfamily: Pathways for the Catabolism of l -Gulonate and l -Idonate journal August 2014
Mapping the Sinorhizobium meliloti 1021 solute-binding protein-dependent transportome journal November 2006
New Type of Osmoregulated Solute Transporter Identified in Halophilic Members of the Bacteria Domain: TRAP Transporter TeaABC Mediates Uptake of Ectoine and Hydroxyectoine in Halomonas elongata DSM 2581T journal June 2002
Annotation Error in Public Databases: Misannotation of Molecular Function in Enzyme Superfamilies journal December 2009
The tripartite ATP-independent periplasmic (TRAP) transporters of bacteria and archaea journal August 2001
Structural, functional, and evolutionary relationships among extracellular solute-binding receptors of bacteria journal June 1993
Organic solutes in hyperthermophilic archaea journal March 1997
Classification of Desulfovibrio species, the nonsporulating sulfate-reducing bacteria journal December 1966
A thermal stability assay can help to estimate the crystallization likelihood of biological samples journal October 2011
Thermostabilization of Proteins by Diglycerol Phosphate, a New Compatible Solute from the Hyperthermophile Archaeoglobus fulgidus journal May 2000
Control of Gluconate Utilization in Sinorhizobium meliloti journal February 2009

Cited By (11)

Converting a Periplasmic Binding Protein into a Synthetic Biosensing Switch through Domain Insertion journal January 2019
Evolution of cyclohexadienyl dehydratase from an ancestral solute-binding protein journal April 2018
Structural and biochemical characterization of Rv0187, an O-methyltransferase from Mycobacterium tuberculosis journal May 2019
Radical-mediated C-S bond cleavage in C2 sulfonate degradation by anaerobic bacteria journal April 2019
Assignment of function to a domain of unknown function: DUF1537 is a new kinase family in catabolic pathways for acid sugars journal July 2016
The substrate-binding protein in bacterial ABC transporters: dissecting roles in the evolution of substrate specificity journal October 2015
Uneven distribution of cobamide biosynthesis and dependence in bacteria predicted by comparative genomics journal November 2018
Organic matter processing by microbial communities throughout the Atlantic water column as revealed by metaproteomics journal December 2017
Linking Bacillus cereus Genotypes and Carbohydrate Utilization Capacity journal June 2016
Tripartite ATP-Independent Periplasmic (TRAP) Transporters and Tripartite Tricarboxylate Transporters (TTT): From Uptake to Pathogenicity journal February 2018
Genomic Reconstruction of Carbohydrate Utilization Capacities in Microbial-Mat Derived Consortia journal July 2017

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