1
|
Koper K, Han SW, Pastor DC, Yoshikuni Y, Maeda HA. Evolutionary Origin and Functional Diversification of Aminotransferases. J Biol Chem 2022; 298:102122. [PMID: 35697072 PMCID: PMC9309667 DOI: 10.1016/j.jbc.2022.102122] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 06/06/2022] [Accepted: 06/07/2022] [Indexed: 11/30/2022] Open
Abstract
Aminotransferases (ATs) are pyridoxal 5′-phosphate–dependent enzymes that catalyze the transamination reactions between amino acid donor and keto acid acceptor substrates. Modern AT enzymes constitute ∼2% of all classified enzymatic activities, play central roles in nitrogen metabolism, and generate multitude of primary and secondary metabolites. ATs likely diverged into four distinct AT classes before the appearance of the last universal common ancestor and further expanded to a large and diverse enzyme family. Although the AT family underwent an extensive functional specialization, many AT enzymes retained considerable substrate promiscuity and multifunctionality because of their inherent mechanistic, structural, and functional constraints. This review summarizes the evolutionary history, diverse metabolic roles, reaction mechanisms, and structure–function relationships of the AT family enzymes, with a special emphasis on their substrate promiscuity and multifunctionality. Comprehensive characterization of AT substrate specificity is still needed to reveal their true metabolic functions in interconnecting various branches of the nitrogen metabolic network in different organisms.
Collapse
Affiliation(s)
- Kaan Koper
- Department of Botany, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Sang-Woo Han
- The US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | | | - Yasuo Yoshikuni
- The US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Global Center for Food, Land, and Water Resources, Research Faculty of Agriculture, Hokkaido University, Hokkaido 060-8589, Japan
| | - Hiroshi A Maeda
- Department of Botany, University of Wisconsin-Madison, Madison, WI, 53706, USA
| |
Collapse
|
2
|
Butrin A, Butrin A, Wawrzak Z, Moran GR, Liu D. Determination of the pH dependence, substrate specificity, and turnovers of alternative substrates for human ornithine aminotransferase. J Biol Chem 2022; 298:101969. [PMID: 35460691 PMCID: PMC9136103 DOI: 10.1016/j.jbc.2022.101969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 04/17/2022] [Accepted: 04/19/2022] [Indexed: 01/08/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary cancer of the liver and occurs predominantly in patients with underlying chronic liver diseases. Over the past decade, human ornithine aminotransferase (hOAT), which is an enzyme that catalyzes the metabolic conversion of ornithine into an intermediate for proline or glutamate synthesis, has been found to be overexpressed in HCC cells. hOAT has since emerged as a promising target for novel anticancer therapies, especially for the ongoing rational design effort to discover mechanism-based inactivators (MBIs). Despite the significance of hOAT in human metabolism and its clinical potential as a drug target against HCC, there are significant knowledge deficits with regard to its catalytic mechanism and structural characteristics. Ongoing MBI design efforts require in-depth knowledge of the enzyme active site, in particular, pKa values of potential nucleophiles and residues necessary for the molecular recognition of ligands. Here, we conducted a study detailing the fundamental active-site properties of hOAT using stopped-flow spectrophotometry and X-ray crystallography. Our results quantitatively revealed the pH dependence of the multistep reaction mechanism and illuminated the roles of ornithine α-amino and δ-amino groups in substrate recognition and in facilitating catalytic turnover. These findings provided insights of the catalytic mechanism that could benefit the rational design of MBIs against hOAT. In addition, substrate recognition and turnover of several fragment-sized alternative substrates of hOATs, which could serve as structural templates for MBI design, were also elucidated.
Collapse
Affiliation(s)
- Arseniy Butrin
- Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, Illinois, USA
| | - Anastassiya Butrin
- Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, Illinois, USA
| | - Zdzislaw Wawrzak
- Synchrotron Research Center, Life Sciences Collaborative Access Team, Northwestern University, Argonne, Illinois, USA
| | - Graham R Moran
- Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, Illinois, USA.
| | - Dali Liu
- Department of Chemistry and Biochemistry, Loyola University Chicago, Chicago, Illinois, USA.
| |
Collapse
|
3
|
Shi L, Liu B, Wei Q, Ge B, Zhang K. Genome-wide transcriptomic analysis of the response of Botrytis cinerea to wuyiencin. PLoS One 2020; 15:e0224643. [PMID: 32348310 PMCID: PMC7190121 DOI: 10.1371/journal.pone.0224643] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 03/26/2020] [Indexed: 11/19/2022] Open
Abstract
Grey mould is caused by the ascomycetes Botrytis cinerea in a range of crop hosts. As a biological control agent, the nucleoside antibiotic wuyiencin has been industrially produced and widely used as an effective fungicide. To elucidate the effects of wuyiencin on the transcriptional regulation in B. cinerea, we, for the first time, report a genome-wide transcriptomic analysis of B. cinerea treated with wuyiencin. 2067 genes were differentially expressed, of them, 886 and 1181 genes were significantly upregulated and downregulated, respectively. Functional categorization indicated that transcript levels of genes involved in amino acid metabolism and those encoding putative secreted proteins were altered in response to wuyiencin treatment. Moreover, the expression of genes involved in protein synthesis and energy metabolism (oxidative phosphorylation) and of those encoding ATP-binding cassette transporters was markedly upregulated, whereas that of genes participating in DNA replication, cell cycle, and stress response was downregulated. Furthermore, wuyiencin resulted in mycelial malformation and negatively influenced cell growth rate and conidial yield in B. cinerea. Our results suggest that this nucleoside antibiotic regulates all aspects of cell growth and differentiation in B. cinerea. To summarize, some new candidate pathways and target genes that may related to the protective and antagonistic mechanisms in B. cinerea were identified underlying the action of biological control agents.
Collapse
Affiliation(s)
- Liming Shi
- State Key Laboratory of Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, PR China
| | - Binghua Liu
- State Key Laboratory of Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, PR China
| | - Qiuhe Wei
- State Key Laboratory of Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, PR China
| | - Beibei Ge
- State Key Laboratory of Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, PR China
- * E-mail: (KZ); (BG)
| | - Kecheng Zhang
- State Key Laboratory of Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, PR China
- * E-mail: (KZ); (BG)
| |
Collapse
|
4
|
Integrated structural and evolutionary analysis reveals common mechanisms underlying adaptive evolution in mammals. Proc Natl Acad Sci U S A 2020; 117:5977-5986. [PMID: 32123117 DOI: 10.1073/pnas.1916786117] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Understanding the molecular basis of adaptation to the environment is a central question in evolutionary biology, yet linking detected signatures of positive selection to molecular mechanisms remains challenging. Here we demonstrate that combining sequence-based phylogenetic methods with structural information assists in making such mechanistic interpretations on a genomic scale. Our integrative analysis shows that positively selected sites tend to colocalize on protein structures and that positively selected clusters are found in functionally important regions of proteins, indicating that positive selection can contravene the well-known principle of evolutionary conservation of functionally important regions. This unexpected finding, along with our discovery that positive selection acts on structural clusters, opens previously unexplored strategies for the development of better models of protein evolution. Remarkably, proteins where we detect the strongest evidence of clustering belong to just two functional groups: Components of immune response and metabolic enzymes. This gives a coherent picture of pathogens and xenobiotics as important drivers of adaptive evolution of mammals.
Collapse
|
5
|
Leveson-Gower RB, Mayer C, Roelfes G. The importance of catalytic promiscuity for enzyme design and evolution. Nat Rev Chem 2019. [DOI: 10.1038/s41570-019-0143-x] [Citation(s) in RCA: 121] [Impact Index Per Article: 24.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
6
|
Meksiriporn B, Ludwicki MB, Stephens EA, Jiang A, Lee HC, Waraho-Zhmayev D, Kummer L, Brandl F, Plückthun A, DeLisa MP. A survival selection strategy for engineering synthetic binding proteins that specifically recognize post-translationally phosphorylated proteins. Nat Commun 2019; 10:1830. [PMID: 31015433 PMCID: PMC6478843 DOI: 10.1038/s41467-019-09854-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Accepted: 03/28/2019] [Indexed: 02/06/2023] Open
Abstract
There is an urgent need for affinity reagents that target phospho-modified sites on individual proteins; however, generating such reagents remains a significant challenge. Here, we describe a genetic selection strategy for routine laboratory isolation of phospho-specific designed ankyrin repeat proteins (DARPins) by linking in vivo affinity capture of a phosphorylated target protein with antibiotic resistance of Escherichia coli cells. The assay is validated using an existing panel of DARPins that selectively bind the nonphosphorylated (inactive) form of extracellular signal-regulated kinase 2 (ERK2) or its doubly phosphorylated (active) form (pERK2). We then use the selection to affinity-mature a phospho-specific DARPin without compromising its selectivity for pERK2 over ERK2 and to reprogram the substrate specificity of the same DARPin towards non-cognate ERK2. Collectively, these results establish our genetic selection as a useful and potentially generalizable protein engineering tool for studying phospho-specific binding proteins and customizing their affinity and selectivity. Protein phosphorylation helps to control many important cellular activities. Here the authors describe a genetic selection strategy to isolate designed ankyrin repeat proteins that bind specifically to phosphomodified targets.
Collapse
Affiliation(s)
- Bunyarit Meksiriporn
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Morgan B Ludwicki
- Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Erin A Stephens
- Biochemistry, Molecular and Cell Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Allen Jiang
- Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Hyeon-Cheol Lee
- Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Dujduan Waraho-Zhmayev
- Biological Engineering Program, Faculty of Engineering, King Mongkut's University of Technology Thonburi, Bangkok, 10140, Thailand
| | - Lutz Kummer
- Department of Biochemistry, University of Zürich, 8057, Zürich, Switzerland
| | - Fabian Brandl
- Department of Biochemistry, University of Zürich, 8057, Zürich, Switzerland
| | - Andreas Plückthun
- Department of Biochemistry, University of Zürich, 8057, Zürich, Switzerland
| | - Matthew P DeLisa
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA. .,Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY, 14853, USA. .,Biochemistry, Molecular and Cell Biology, Cornell University, Ithaca, NY, 14853, USA.
| |
Collapse
|
7
|
Parthasarathy A, Cross PJ, Dobson RCJ, Adams LE, Savka MA, Hudson AO. A Three-Ring Circus: Metabolism of the Three Proteogenic Aromatic Amino Acids and Their Role in the Health of Plants and Animals. Front Mol Biosci 2018; 5:29. [PMID: 29682508 PMCID: PMC5897657 DOI: 10.3389/fmolb.2018.00029] [Citation(s) in RCA: 166] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Accepted: 03/21/2018] [Indexed: 12/19/2022] Open
Abstract
Tyrosine, phenylalanine and tryptophan are the three aromatic amino acids (AAA) involved in protein synthesis. These amino acids and their metabolism are linked to the synthesis of a variety of secondary metabolites, a subset of which are involved in numerous anabolic pathways responsible for the synthesis of pigment compounds, plant hormones and biological polymers, to name a few. In addition, these metabolites derived from the AAA pathways mediate the transmission of nervous signals, quench reactive oxygen species in the brain, and are involved in the vast palette of animal coloration among others pathways. The AAA and metabolites derived from them also have integral roles in the health of both plants and animals. This review delineates the de novo biosynthesis of the AAA by microbes and plants, and the branching out of AAA metabolism into major secondary metabolic pathways in plants such as the phenylpropanoid pathway. Organisms that do not possess the enzymatic machinery for the de novo synthesis of AAA must obtain these primary metabolites from their diet. Therefore, the metabolism of AAA by the host animal and the resident microflora are important for the health of all animals. In addition, the AAA metabolite-mediated host-pathogen interactions in general, as well as potential beneficial and harmful AAA-derived compounds produced by gut bacteria are discussed. Apart from the AAA biosynthetic pathways in plants and microbes such as the shikimate pathway and the tryptophan pathway, this review also deals with AAA catabolism in plants, AAA degradation via the monoamine and kynurenine pathways in animals, and AAA catabolism via the 3-aryllactate and kynurenine pathways in animal-associated microbes. Emphasis will be placed on structural and functional aspects of several key AAA-related enzymes, such as shikimate synthase, chorismate mutase, anthranilate synthase, tryptophan synthase, tyrosine aminotransferase, dopachrome tautomerase, radical dehydratase, and type III CoA-transferase. The past development and current potential for interventions including the development of herbicides and antibiotics that target key enzymes in AAA-related pathways, as well as AAA-linked secondary metabolism leading to antimicrobials are also discussed.
Collapse
Affiliation(s)
- Anutthaman Parthasarathy
- Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, United States
| | - Penelope J. Cross
- Biomolecular Interaction Centre and School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Renwick C. J. Dobson
- Biomolecular Interaction Centre and School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
- Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, VIC, Australia
| | - Lily E. Adams
- Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, United States
| | - Michael A. Savka
- Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, United States
| | - André O. Hudson
- Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, United States
| |
Collapse
|
8
|
Swint-Kruse L. Using Evolution to Guide Protein Engineering: The Devil IS in the Details. Biophys J 2017; 111:10-8. [PMID: 27410729 DOI: 10.1016/j.bpj.2016.05.030] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 04/18/2016] [Accepted: 05/20/2016] [Indexed: 10/21/2022] Open
Abstract
For decades, protein engineers have endeavored to reengineer existing proteins for novel applications. Overall, protein folds and gross functions can be readily transferred from one protein to another by transplanting large blocks of sequence (i.e., domain recombination). However, predictably fine-tuning function (e.g., by adjusting ligand affinity, specificity, catalysis, and/or allosteric regulation) remains a challenge. One approach has been to use the sequences of protein families to identify amino acid positions that change during the evolution of functional variation. The rationale is that these nonconserved positions could be mutated to predictably fine-tune function. Evolutionary approaches to protein design have had some success, but the engineered proteins seldom replicate the functional performances of natural proteins. This Biophysical Perspective reviews several complexities that have been revealed by evolutionary and experimental studies of protein function. These include 1) challenges in defining computational and biological thresholds that define important amino acids; 2) the co-occurrence of many different patterns of amino acid changes in evolutionary data; 3) difficulties in mapping the patterns of amino acid changes to discrete functional parameters; 4) the nonconventional mutational outcomes that occur for a particular group of functionally important, nonconserved positions; 5) epistasis (nonadditivity) among multiple mutations; and 6) the fact that a large fraction of a protein's amino acids contribute to its overall function. To overcome these challenges, new goals are identified for future studies.
Collapse
Affiliation(s)
- Liskin Swint-Kruse
- Department of Biochemistry and Molecular Biology, University of Kansas Medical Center, Kansas City, Kansas.
| |
Collapse
|
9
|
Taylor JL, Price JE, Toney MD. Directed evolution of the substrate specificity of dialkylglycine decarboxylase. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2014; 1854:146-55. [PMID: 25500286 DOI: 10.1016/j.bbapap.2014.12.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 11/19/2014] [Accepted: 12/03/2014] [Indexed: 11/19/2022]
Abstract
Dialkylglycine decarboxylase (DGD) is an unusual pyridoxal phosphate dependent enzyme that catalyzes decarboxylation in the first and transamination in the second half-reaction of its ping-pong catalytic cycle. Directed evolution was employed to alter the substrate specificity of DGD from 2-aminoisobutyrate (AIB) to 1-aminocyclohexane-1-carboxylate (AC6C). Four rounds of directed evolution led to the identification of several mutants, with clones in the final rounds containing five persistent mutations. The best clones show ~2.5-fold decrease in KM and ~2-fold increase in kcat, giving a modest ~5-fold increase in catalytic efficiency for AC6C. Additional rounds of directed evolution did not improve catalytic activity toward AC6C. Only one (S306F) of the five persistent mutations is close to the active site. S306F was observed in all 33 clones except one, and the mutation is shown to stabilize the enzyme toward denaturation. The other four persistent mutations are near the surface of the enzyme. The S306F mutation and the distal mutations all have significant effects on the kinetic parameters for AIB and AC6C. Molecular dynamics simulations suggest that the mutations alter the conformational landscape of the enzyme, favoring a more open active site conformation that facilitates the reactivity of the larger substrate. We speculate that the small increases in kcat/KM for AC6C are due to two constraints. The first is the mechanistic requirement for catalyzing oxidative decarboxylation via a concerted decarboxylation/proton transfer transition state. The second is that DGD must catalyze transamination at the same active site in the second half-reaction of the ping-pong catalytic cycle.
Collapse
Affiliation(s)
- Jared L Taylor
- Department of Chemistry, University of California, Davis, CA 95616, USA
| | - Joseph E Price
- Department of Chemistry, University of California, Davis, CA 95616, USA
| | - Michael D Toney
- Department of Chemistry, University of California, Davis, CA 95616, USA.
| |
Collapse
|
10
|
Peña-Soler E, Fernandez FJ, López-Estepa M, Garces F, Richardson AJ, Quintana JF, Rudd KE, Coll M, Vega MC. Structural analysis and mutant growth properties reveal distinctive enzymatic and cellular roles for the three major L-alanine transaminases of Escherichia coli. PLoS One 2014; 9:e102139. [PMID: 25014014 PMCID: PMC4094517 DOI: 10.1371/journal.pone.0102139] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 06/13/2014] [Indexed: 12/17/2022] Open
Abstract
In order to maintain proper cellular function, the metabolism of the bacterial microbiota presents several mechanisms oriented to keep a correctly balanced amino acid pool. Central components of these mechanisms are enzymes with alanine transaminase activity, pyridoxal 5′-phosphate-dependent enzymes that interconvert alanine and pyruvate, thereby allowing the precise control of alanine and glutamate concentrations, two of the most abundant amino acids in the cellular amino acid pool. Here we report the 2.11-Å crystal structure of full-length AlaA from the model organism Escherichia coli, a major bacterial alanine aminotransferase, and compare its overall structure and active site composition with detailed atomic models of two other bacterial enzymes capable of catalyzing this reaction in vivo, AlaC and valine-pyruvate aminotransferase (AvtA). Apart from a narrow entry channel to the active site, a feature of this new crystal structure is the role of an active site loop that closes in upon binding of substrate-mimicking molecules, and which has only been previously reported in a plant enzyme. Comparison of the available structures indicates that beyond superficial differences, alanine aminotransferases of diverse phylogenetic origins share a universal reaction mechanism that depends on an array of highly conserved amino acid residues and is similarly regulated by various unrelated motifs. Despite this unifying mechanism and regulation, growth competition experiments demonstrate that AlaA, AlaC and AvtA are not freely exchangeable in vivo, suggesting that their functional repertoire is not completely redundant thus providing an explanation for their independent evolutionary conservation.
Collapse
Affiliation(s)
- Esther Peña-Soler
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (Spanish National Research Council, CSIC), Madrid, Spain
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain
| | - Francisco J. Fernandez
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (Spanish National Research Council, CSIC), Madrid, Spain
| | - Miguel López-Estepa
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (Spanish National Research Council, CSIC), Madrid, Spain
| | - Fernando Garces
- The Scripps Research Institute, La Jolla, California, United States of America
| | - Andrew J. Richardson
- University of Miami Miller School of Medicine, Miami, Florida, United States of America
| | - Juan F. Quintana
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (Spanish National Research Council, CSIC), Madrid, Spain
| | - Kenneth E. Rudd
- University of Miami Miller School of Medicine, Miami, Florida, United States of America
| | - Miquel Coll
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain
- Institut de Biologia Molecular de Barcelona (IBMB-CSIC), Barcelona, Spain
| | - M. Cristina Vega
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas (Spanish National Research Council, CSIC), Madrid, Spain
- * E-mail:
| |
Collapse
|
11
|
Payne JL, Wagner A. Latent phenotypes pervade gene regulatory circuits. BMC SYSTEMS BIOLOGY 2014; 8:64. [PMID: 24884746 PMCID: PMC4061115 DOI: 10.1186/1752-0509-8-64] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 05/12/2014] [Indexed: 12/22/2022]
Abstract
BACKGROUND Latent phenotypes are non-adaptive byproducts of adaptive phenotypes. They exist in biological systems as different as promiscuous enzymes and genome-scale metabolic reaction networks, and can give rise to evolutionary adaptations and innovations. We know little about their prevalence in the gene expression phenotypes of regulatory circuits, important sources of evolutionary innovations. RESULTS Here, we study a space of more than sixteen million three-gene model regulatory circuits, where each circuit is represented by a genotype, and has one or more functions embodied in one or more gene expression phenotypes. We find that the majority of circuits with single functions have latent expression phenotypes. Moreover, the set of circuits with a given spectrum of functions has a repertoire of latent phenotypes that is much larger than that of any one circuit. Most of this latent repertoire can be easily accessed through a series of small genetic changes that preserve a circuit's main functions. Both circuits and gene expression phenotypes that are robust to genetic change are associated with a greater number of latent phenotypes. CONCLUSIONS Our observations suggest that latent phenotypes are pervasive in regulatory circuits, and may thus be an important source of evolutionary adaptations and innovations involving gene regulation.
Collapse
|
12
|
Toney MD. Aspartate aminotransferase: an old dog teaches new tricks. Arch Biochem Biophys 2013; 544:119-27. [PMID: 24121043 DOI: 10.1016/j.abb.2013.10.002] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 09/28/2013] [Accepted: 10/01/2013] [Indexed: 11/29/2022]
Abstract
Aspartate aminotransferase (AAT) is a prototypical pyridoxal 5'-phosphate (PLP) dependent enzyme that catalyzes the reversible interconversion of l-aspartate and α-ketoglutarate with oxalacetate and l-glutamate via a ping-pong catalytic cycle in which the pyridoxamine 5'-phosphate enzyme form is an intermediate. There is a bountiful literature on AAT that spans approximately 60years, and much fundamental mechanistic information on PLP dependent reactions has been gained from its study. Here, we review our recent work on AAT, where we again used it as a test bed for fundamental concepts in PLP chemistry. First, we discuss the role that coenzyme protonation state plays in controlling reaction specificity, then ground state destabilization via hyperconjugation in the external aldimine intermediate is examined. The third topic is light enhancement of catalysis of Cα-H deprotonation by PLP in solution and in AAT, which occurs through a triplet state of the external aldimine intermediate. Lastly, we consider recent advances in our analyses of enzyme multiple sequence alignments for the purpose of predicting mutations that are required to interconvert structurally similar but catalytically distinct enzymes, and the application of our program JANUS to the conversion of AAT into tyrosine aminotransferase.
Collapse
Affiliation(s)
- Michael D Toney
- Department of Chemistry, University of California, Davis, Davis, CA 95616, USA.
| |
Collapse
|
13
|
Husnik F, Nikoh N, Koga R, Ross L, Duncan RP, Fujie M, Tanaka M, Satoh N, Bachtrog D, Wilson ACC, von Dohlen CD, Fukatsu T, McCutcheon JP. Horizontal gene transfer from diverse bacteria to an insect genome enables a tripartite nested mealybug symbiosis. Cell 2013; 153:1567-78. [PMID: 23791183 DOI: 10.1016/j.cell.2013.05.040] [Citation(s) in RCA: 288] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Revised: 05/01/2013] [Accepted: 05/22/2013] [Indexed: 01/16/2023]
Abstract
The smallest reported bacterial genome belongs to Tremblaya princeps, a symbiont of Planococcus citri mealybugs (PCIT). Tremblaya PCIT not only has a 139 kb genome, but possesses its own bacterial endosymbiont, Moranella endobia. Genome and transcriptome sequencing, including genome sequencing from a Tremblaya lineage lacking intracellular bacteria, reveals that the extreme genomic degeneracy of Tremblaya PCIT likely resulted from acquiring Moranella as an endosymbiont. In addition, at least 22 expressed horizontally transferred genes from multiple diverse bacteria to the mealybug genome likely complement missing symbiont genes. However, none of these horizontally transferred genes are from Tremblaya, showing that genome reduction in this symbiont has not been enabled by gene transfer to the host nucleus. Our results thus indicate that the functioning of this three-way symbiosis is dependent on genes from at least six lineages of organisms and reveal a path to intimate endosymbiosis distinct from that followed by organelles.
Collapse
Affiliation(s)
- Filip Husnik
- Faculty of Science, University of South Bohemia and Institute of Parasitology, Biology Centre ASCR, České Budějovice 370 05, Czech Republic
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
14
|
Muratore KE, Engelhardt BE, Srouji JR, Jordan MI, Brenner SE, Kirsch JF. Molecular function prediction for a family exhibiting evolutionary tendencies toward substrate specificity swapping: recurrence of tyrosine aminotransferase activity in the Iα subfamily. Proteins 2013; 81:1593-609. [PMID: 23671031 PMCID: PMC3823064 DOI: 10.1002/prot.24318] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2013] [Revised: 04/11/2013] [Accepted: 04/19/2013] [Indexed: 11/17/2022]
Abstract
The subfamily Iα aminotransferases are typically categorized as having narrow specificity toward carboxylic amino acids (AATases), or broad specificity that includes aromatic amino acid substrates (TATases). Because of their general role in central metabolism and, more specifically, their association with liver-related diseases in humans, this subfamily is biologically interesting. The substrate specificities for only a few members of this subfamily have been reported, and the reliable prediction of substrate specificity from protein sequence has remained elusive. In this study, a diverse set of aminotransferases was chosen for characterization based on a scoring system that measures the sequence divergence of the active site. The enzymes that were experimentally characterized include both narrow-specificity AATases and broad-specificity TATases, as well as AATases with broader-specificity and TATases with narrower-specificity than the previously known family members. Molecular function and phylogenetic analyses underscored the complexity of this family's evolution as the TATase function does not follow a single evolutionary thread, but rather appears independently multiple times during the evolution of the subfamily. The additional functional characterizations described in this article, alongside a detailed sequence and phylogenetic analysis, provide some novel clues to understanding the evolutionary mechanisms at work in this family.
Collapse
Affiliation(s)
- Kathryn E Muratore
- Department of Molecular and Cell Biology, University of California, Berkeley, California
| | | | | | | | | | | |
Collapse
|
15
|
Addington TA, Mertz RW, Siegel JB, Thompson JM, Fisher AJ, Filkov V, Fleischman NM, Suen AA, Zhang C, Toney MD. Janus: prediction and ranking of mutations required for functional interconversion of enzymes. J Mol Biol 2013; 425:1378-89. [PMID: 23396064 DOI: 10.1016/j.jmb.2013.01.034] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2012] [Revised: 01/27/2013] [Accepted: 01/30/2013] [Indexed: 10/27/2022]
Abstract
Identification of residues responsible for functional specificity in enzymes is a challenging and important problem in protein chemistry. Active-site residues are generally easy to identify, but residues outside the active site are also important to catalysis and their identities and roles are more difficult to determine. We report a method based on analysis of multiple sequence alignments, embodied in our program Janus, for predicting mutations required to interconvert structurally related but functionally distinct enzymes. Conversion of aspartate aminotransferase into tyrosine aminotransferase is demonstrated and compared to previous efforts. Incorporation of 35 predicted mutations resulted in an enzyme with the desired substrate specificity but low catalytic activity. A single round of DNA back-shuffling with wild-type aspartate aminotransferase on this variant generated mutants with tyrosine aminotransferase activities better than those previously realized from rational design or directed evolution. Methods such as this, coupled with computational modeling, may prove invaluable in furthering our understanding of enzyme catalysis and engineering.
Collapse
|
16
|
Structure and mechanism of a cysteine sulfinate desulfinase engineered on the aspartate aminotransferase scaffold. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1824:339-49. [PMID: 22138634 DOI: 10.1016/j.bbapap.2011.10.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Revised: 10/27/2011] [Accepted: 10/28/2011] [Indexed: 11/23/2022]
Abstract
The joint substitution of three active-site residues in Escherichia coli (L)-aspartate aminotransferase increases the ratio of l-cysteine sulfinate desulfinase to transaminase activity 10(5)-fold. This change in reaction specificity results from combining a tyrosine-shift double mutation (Y214Q/R280Y) with a non-conservative substitution of a substrate-binding residue (I33Q). Tyr214 hydrogen bonds with O3 of the cofactor and is close to Arg374 which binds the α-carboxylate group of the substrate; Arg280 interacts with the distal carboxylate group of the substrate; and Ile33 is part of the hydrophobic patch near the entrance to the active site, presumably participating in the domain closure essential for the transamination reaction. In the triple-mutant enzyme, k(cat)' for desulfination of l-cysteine sulfinate increased to 0.5s(-1) (from 0.05s(-1) in wild-type enzyme), whereas k(cat)' for transamination of the same substrate was reduced from 510s(-1) to 0.05s(-1). Similarly, k(cat)' for β-decarboxylation of l-aspartate increased from<0.0001s(-1) to 0.07s(-1), whereas k(cat)' for transamination was reduced from 530s(-1) to 0.13s(-1). l-Aspartate aminotransferase had thus been converted into an l-cysteine sulfinate desulfinase that catalyzes transamination and l-aspartate β-decarboxylation as side reactions. The X-ray structures of the engineered l-cysteine sulfinate desulfinase in its pyridoxal-5'-phosphate and pyridoxamine-5'-phosphate form or liganded with a covalent coenzyme-substrate adduct identified the subtle structural changes that suffice for generating desulfinase activity and concomitantly abolishing transaminase activity toward dicarboxylic amino acids. Apparently, the triple mutation impairs the domain closure thus favoring reprotonation of alternative acceptor sites in coenzyme-substrate intermediates by bulk water.
Collapse
|
17
|
Carbonell P, Lecointre G, Faulon JL. Origins of specificity and promiscuity in metabolic networks. J Biol Chem 2011; 286:43994-44004. [PMID: 22052908 DOI: 10.1074/jbc.m111.274050] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
How enzymes have evolved to their present form is linked to the question of how pathways emerged and evolved into extant metabolic networks. To investigate this mechanism, we have explored the chemical diversity present in a largely unbiased data set of catalytic reactions processed by modern enzymes across the tree of life. In order to get a quantitative estimate of enzyme chemical diversity, we measure enzyme multispecificity or promiscuity using the reaction molecular signatures. Our main finding is that reactions that are catalyzed by a highly specific enzyme are shared by poorly divergent species, suggesting a later emergence of this function during evolution. In contrast, reactions that are catalyzed by highly promiscuous enzymes are more likely to appear uniformly distributed across species in the tree of life. From a functional point of view, promiscuous enzymes are mainly involved in amino acid and lipid metabolisms, which might be associated with the earliest form of biochemical reactions. In this way, results presented in this paper might assist us with the identification of primeval promiscuous catalytic functions contributing to life's minimal metabolism.
Collapse
Affiliation(s)
- Pablo Carbonell
- Institute of Systems and Synthetic Biology, University of Evry, 91030 Evry, France
| | - Guillaume Lecointre
- UMR 7138 Systématique Adaptation Evolution, Département Systématique et Evolution, Muséum National d'Histoire Naturelle, 75005 Paris, France
| | - Jean-Loup Faulon
- Institute of Systems and Synthetic Biology, University of Evry, 91030 Evry, France.
| |
Collapse
|
18
|
Assessing directed evolution methods for the generation of biosynthetic enzymes with potential in drug biosynthesis. Future Med Chem 2011; 3:809-19. [PMID: 21644826 DOI: 10.4155/fmc.11.48] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
To address the synthesis of increasingly structurally diverse small-molecule drugs, methods for the generation of efficient and selective biological catalysts are becoming increasingly important. 'Directed evolution' is an umbrella term referring to a variety of methods for improving or altering the function of enzymes using a nature-inspired twofold strategy of mutagenesis followed by selection. This article provides an objective assessment of the effectiveness of directed evolution campaigns in generating enzymes with improved catalytic parameters for new substrates from the last decade, excluding studies that aimed to select for only improved physical properties and those that lack kinetic characterization. An analysis of the trends of methodologies and their success rates from 81 qualifying examples in the literature reveals the average fold improvement for k (cat) (or V (max)), K (m) and k (cat)/K (m) to be 366-, 12- and 2548-fold, respectively, whereas the median fold improvements are 5.4, 3 and 15.6. Further analysis by enzyme class, library-generation methodology and screening methodology explores relationships between successful campaigns and the methodologies employed.
Collapse
|
19
|
Deu E, Kirsch JF. Engineering homooligomeric proteins to detect weak intersite allosteric communication: aminotransferases, a case study. Protein Sci 2011; 20:1991-2003. [PMID: 21936010 DOI: 10.1002/pro.741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2011] [Revised: 09/08/2011] [Accepted: 09/12/2011] [Indexed: 11/11/2022]
Abstract
The existence of low levels of intersubunit communication in homooligomeric enzymes is often difficult to discover, as the identical active sites cannot be probed individually to dissect their interdependent contributions. The homodimeric paralogs, E. coli aspartate- (AATase) and tyrosine aminotransferase (TATase), have not been demonstrated to show allostery. To address this question, we engineered a hybrid aminotransferase containing two distinct catalytic pockets: an AATase and a TATase site. The TATase/AATase hybrid was constructed by grafting an engineered TATase active site into one of the catalytic pockets of E. coli AATase. Each active site conserves its specific catalytic and inhibitor binding properties, and the hybrid catalyzes simultaneously each aminotransferase reaction at the respective site. Importantly, association of a selective inhibitor into one of the catalytic pockets decreases the activity of the second active site by up to 25%, thus proving unequivocally the existence of allosteric communication between active sites. The procedure may be applicable to other homologous sets of enzymes.
Collapse
Affiliation(s)
- Edgar Deu
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305-5324, USA
| | | |
Collapse
|
20
|
Mendonça LMF, Marana SR. Single mutations outside the active site affect the substrate specificity in a β-glycosidase. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1814:1616-23. [PMID: 21920467 DOI: 10.1016/j.bbapap.2011.08.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 08/21/2011] [Accepted: 08/22/2011] [Indexed: 10/17/2022]
Abstract
A library of random mutants of the β-glycosidase Sfβgly was screened for mutations that affect its specificity for the substrate glycone (β-d-fucoside versus β-d-glucoside). Among mutations selected (T35A, R189G, Y345C, P348L, S358F, S378G, N400D, S424F, F460L, and R474H), eight occurred in the C-terminal half of Sfβgly and only two were at the active site (R189G and N400D). Tryptophan fluorescence spectra and thermal inactivation showed that the selected mutants and wild-type Sfβgly are similarly folded. Enzyme kinetics confirmed that these mutations resulted in broadening or narrowing of the preference for the substrate glycone. Structural modeling and interaction maps revealed contact pathways that connect the sites of the selected mutations through up to three interactions to the active site residues E399, W444, and E187, which are involved in substrate binding and catalysis. Interestingly, independently selected mutations (Y345C, P348L, and R189G; S424F and N400D) were placed on the same contact pathway. Moreover, (k(cat)/K(m) fucoside)/(k(cat)/K(m) glucoside) ratios showed that mutations at intermediate residues of the same contact pathway often had similar effects on substrate specificity. Finally mutations in the same contact pathway caused similar structural disturbance as evidenced by acrylamide quenching of the Sfβgly fluorescence. Based on these data, it is proposed that the effects of the selected mutations were propagated into the active site through groups of interacting residues (contact pathways) changing the Sfβgly substrate specificity.
Collapse
Affiliation(s)
- Lúcio M F Mendonça
- Departamento de Bioquimica, Universidade de Sao Paulo, Sao Paulo, Brazil
| | | |
Collapse
|
21
|
Dietrich JA, McKee AE, Keasling JD. High-throughput metabolic engineering: advances in small-molecule screening and selection. Annu Rev Biochem 2010; 79:563-90. [PMID: 20367033 DOI: 10.1146/annurev-biochem-062608-095938] [Citation(s) in RCA: 245] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Metabolic engineering for the overproduction of high-value small molecules is dependent upon techniques in directed evolution to improve production titers. The majority of small molecules targeted for overproduction are inconspicuous and cannot be readily obtained by screening. We provide a review on the development of high-throughput colorimetric, fluorescent, and growth-coupled screening techniques, enabling inconspicuous small-molecule detection. We first outline constraints on throughput imposed during the standard directed evolution workflow (library construction, transformation, and screening) and establish a screening and selection ladder on the basis of small-molecule assay throughput and sensitivity. An in-depth analysis of demonstrated screening and selection approaches for small-molecule detection is provided. Particular focus is placed on in vivo biosensor-based detection methods that reduce or eliminate in vitro assay manipulations and increase throughput. We conclude by providing our prospectus for the future, focusing on transcription factor-based detection systems as a natural microbial mode of small-molecule detection.
Collapse
Affiliation(s)
- Jeffrey A Dietrich
- UCSF-UCB Joint Graduate Group in Bioengineering, Berkeley, California 94720, USA.
| | | | | |
Collapse
|
22
|
Abstract
Many, if not most, enzymes can promiscuously catalyze reactions, or act on substrates, other than those for which they evolved. Here, we discuss the structural, mechanistic, and evolutionary implications of this manifestation of infidelity of molecular recognition. We define promiscuity and related phenomena and also address their generality and physiological implications. We discuss the mechanistic enzymology of promiscuity--how enzymes, which generally exert exquisite specificity, catalyze other, and sometimes barely related, reactions. Finally, we address the hypothesis that promiscuous enzymatic activities serve as evolutionary starting points and highlight the unique evolutionary features of promiscuous enzyme functions.
Collapse
Affiliation(s)
- Olga Khersonsky
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
| | | |
Collapse
|
23
|
Carbonell P, Faulon JL. Molecular signatures-based prediction of enzyme promiscuity. Bioinformatics 2010; 26:2012-9. [DOI: 10.1093/bioinformatics/btq317] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
24
|
Suarez M, Tortosa P, Garcia-Mira MM, Rodríguez-Larrea D, Godoy-Ruiz R, Ibarra-Molero B, Sanchez-Ruiz JM, Jaramillo A. Using multi-objective computational design to extend protein promiscuity. Biophys Chem 2010; 147:13-9. [PMID: 20034725 DOI: 10.1016/j.bpc.2009.12.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2009] [Revised: 12/03/2009] [Accepted: 12/03/2009] [Indexed: 12/19/2022]
Abstract
Many enzymes possess, besides their native function, additional promiscuous activities. Proteins with several activities (multipurpose catalysts) may have a wide range of biotechnological and biomedical applications. Natural promiscuity, however, appears to be of limited scope in this context, because the latent (promiscuous) function is often related to the evolved one (sharing the active site and even the chemical mechanism) and its enhancement upon suitable mutations usually brings about a decrease in the native activity. Here we explore the use of computational protein design to overcome these limitations. The high-plasticity positions close to the original ("native") active-site are the most promising candidates for mutations that create a second active-site associated to a new function. To avoid compromising protein folding and native activity, we propose a minimal-perturbation approach based on the combinatorial optimization of, both the de novo catalytic activity and the folding free-energy: essentially, we construct the Pareto Set of optimal stability/promiscuous-function solutions. We validate our approach by introducing a promiscuous esterase activity in E. coli thioredoxin on the basis of mutations at positions close to the native-active-site disulfide-bridge. Native oxidoreductase activity is not compromised and it is, in fact, found to be 1.5-fold enhanced, as determined by an insulin-reduction assay. This work provides general guidelines as to how computational design can be used to expand the scope and applications of protein promiscuity. From a more general viewpoint, it illustrates the potential of multi-objective optimization as the computational analogue of multi-feature natural selection.
Collapse
Affiliation(s)
- Maria Suarez
- Synth-Bio Group, Universite d'Evry Val d'Essonne-Genopole-CNRS UPS3201. Batiment Geneavenir 6. Genopole Campus 1. 5, rue Henri Desbruères. 91030 Evry Cedex, France
| | | | | | | | | | | | | | | |
Collapse
|
25
|
Bhuiya MW, Liu CJ. Engineering monolignol 4-O-methyltransferases to modulate lignin biosynthesis. J Biol Chem 2009; 285:277-85. [PMID: 19875443 DOI: 10.1074/jbc.m109.036673] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Lignin is a complex polymer derived from the oxidative coupling of three classical monolignols. Lignin precursors are methylated exclusively at the meta-positions (i.e. 3/5-OH) of their phenyl rings by native O-methyltransferases, and are precluded from substitution of the para-hydroxyl (4-OH) position. Ostensibly, the para-hydroxyls of phenolics are critically important for oxidative coupling of phenoxy radicals to form polymers. Therefore, creating a 4-O-methyltransferase to substitute the para-hydroxyl of monolignols might well interfere with the synthesis of lignin. The phylogeny of plant phenolic O-methyltransferases points to the existence of a batch of evolutionarily "plastic" amino acid residues. Following one amino acid at a time path of directed evolution, and using the strategy of structure-based iterative site-saturation mutagenesis, we created a novel monolignol 4-O-methyltransferase from the enzyme responsible for methylating phenylpropenes. We show that two plastic residues in the active site of the parental enzyme are vital in dominating substrate discrimination. Mutations at either one of these separate the evolutionarily tightly linked properties of substrate specificity and regioselective methylation of native O-methyltransferase, thereby conferring the ability for para-methylation of the lignin monomeric precursors, primarily monolignols. Beneficial mutations at both sites have an additive effect. By further optimizing enzyme activity, we generated a triple mutant variant that may structurally constitute a novel phenolic substrate binding pocket, leading to its high binding affinity and catalytic efficiency on monolignols. The 4-O-methoxylation of monolignol efficiently impairs oxidative radical coupling in vitro, highlighting the potential for applying this novel enzyme in managing lignin polymerization in planta.
Collapse
|
26
|
Deu E, Dhoot J, Kirsch JF. The partially folded homodimeric intermediate of Escherichia coli aspartate aminotransferase contains a "molten interface" structure. Biochemistry 2009; 48:433-41. [PMID: 19099423 DOI: 10.1021/bi801431x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The role of intersubunit side chain-side chain interactions in the stability of the Escherichia coli aspartate aminotransferase (eAATase) homodimer was investigated by directed mutagenesis at 10 different interface contacts. The urea-mediated unfolding pathway of this enzyme proceeds through the formation of a dimeric intermediate, D*, that retains only 40% of the native enzyme secondary structure as judged by circular dichroism. Disruption of any single intersubunit interaction results in a >2.6 kcal mol(-1) decrease in native state stability, independent of its location or nature. However, the stability of D* with respect to U, the unfolded monomer, is the same for all mutants. The stability of the eAATase interface cannot be ascribed to the contribution of a few hot spots, or to the accumulation of a large number of weak interactions, but only to the presence of multiple important and interconnected interactions. It is proposed that a "molten interface" structure, flexible enough to accommodate point mutations, accounts for the stability of D*. Nuclei of tertiary structure, which are not involved in native intersubunit contacts, likely provide a scaffold for the unstructured interface of D*. Such a scaffold would account for the cooperative unfolding of the intermediate.
Collapse
Affiliation(s)
- Edgar Deu
- Department of Molecular and Cell Biology, University of California, Berkeley, California 94720-3206, USA
| | | | | |
Collapse
|
27
|
Emergence of Novel Enzyme Quasi-Species Depends on the Substrate Matrix. J Mol Biol 2008; 382:136-53. [DOI: 10.1016/j.jmb.2008.07.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2008] [Revised: 06/23/2008] [Accepted: 07/02/2008] [Indexed: 11/22/2022]
|
28
|
A compromise required by gene sharing enables survival: Implications for evolution of new enzyme activities. Proc Natl Acad Sci U S A 2008; 105:13497-502. [PMID: 18757760 DOI: 10.1073/pnas.0804804105] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Evolution of new enzymatic activities is believed to require a period of gene sharing in which a single enzyme must serve both its original function and a new function that has become advantageous to the organism. Subsequent gene duplication allows one copy to maintain the original function, while the other diverges to optimize the new function. The physiological impact of gene sharing and the constraints imposed by the need to maintain the original activity during the early stages of evolution of a new activity have not been addressed experimentally. We report here an investigation of the evolution of a new activity under circumstances in which both the original and the new activity are critical for growth. Glutamylphosphate reductase (ProA) has a very low promiscuous activity with N-acetylglutamylphosphate, the normal substrate for ArgC (N-acetylglutamylphosphate reductase). A mutation that changes Glu-383 to Ala increases the promiscuous activity by 12-fold but decreases the original activity by 2,800-fold. The impairment in Pro and Arg synthesis results in 14-fold overexpression of E383A ProA, providing sufficient N-acetylglutamylphosphate reductase activity to allow a strain lacking ArgC to grow on glucose. Thus, reaching the threshold level of NAGP reductase activity required for survival required both a structural mutation and overexpression of the enzyme. Notably, overexpression does not require a mutation in the regulatory region of the protein; amino acid limitation attributable to the poor catalytic abilities of E383A ProA causes a physiological response that results in overexpression.
Collapse
|
29
|
Vacca RA, Giannattasio S, Capitani G, Marra E, Christen P. Molecular evolution of B6 enzymes: binding of pyridoxal-5'-phosphate and Lys41Arg substitution turn ribonuclease A into a model B6 protoenzyme. BMC BIOCHEMISTRY 2008; 9:17. [PMID: 18565210 PMCID: PMC2443152 DOI: 10.1186/1471-2091-9-17] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2007] [Accepted: 06/19/2008] [Indexed: 11/10/2022]
Abstract
BACKGROUND The pyridoxal-5'-phosphate (PLP)-dependent or vitamin B6-dependent enzymes that catalyze manifold reactions in the metabolism of amino acids belong to no fewer than four evolutionarily independent protein families. The multiple evolutionary origin and the essential mechanistic role of PLP in these enzymes argue for the cofactor having arrived on the evolutionary scene before the emergence of the respective apoenzymes and having played a dominant role in the molecular evolution of the B6 enzyme families. Here we report on an attempt to re-enact the emergence of a PLP-dependent protoenzyme. The starting protein was pancreatic ribonuclease A (RNase), in which active-site Lys41 or Lys7 readily form a covalent adduct with PLP. RESULTS We screened the PLP adduct of wild-type RNase and two variant RNases (K7R and K41R) for catalytic effects toward L- and D-amino acids. RNase(K41R)-PLP, in which the cofactor is bound through an imine linkage to Lys7, qualifies for a model proto-B6 enzyme by the following criteria: (1) covalent linkage of PLP (internal aldimine); (2) catalytic activity toward amino acids that depends on formation of an imine linkage with the substrate (external aldimine); (3) adjoining binding sites for the cofactor and amino acid moiety that facilitate the transimination reaction of the internal to the external aldimine and stabilize the resulting noncovalent complex of the coenzyme-substrate adduct with the protein; (4) reaction specificity, the only detectable reactions being racemization of diverse amino acids and beta-decarboxylation of L-aspartate; (5) acceleration factors for racemization and beta-decarboxylation of >103 over and above that of PLP alone; (6) ribonuclease activity that is 103-fold lower than that of wild-type RNase, attenuation of a pre-existing biological activity being indispensable for the further evolution as a PLP-dependent protoenzyme. CONCLUSION A single amino acid substitution (Lys41Arg) and covalent binding of PLP to active-site Lys7 suffice to turn pancreatic ribonuclease A into a protein catalyst that complies with all plausible criteria for a proto-B6 enzyme. The study thus retraces in a model system what may be considered the committed step in the molecular evolution of a potential ancestor of a B6 enzyme family.
Collapse
Affiliation(s)
- Rosa A Vacca
- Institute of Biomembranes and Bioenergetics, CNR, Via Amendola 165/A, I-70126 Bari, Italy.
| | | | | | | | | |
Collapse
|
30
|
Kurtovic S, Shokeer A, Mannervik B. Diverging catalytic capacities and selectivity profiles with haloalkane substrates of chimeric alpha class glutathione transferases. Protein Eng Des Sel 2008; 21:329-41. [DOI: 10.1093/protein/gzn010] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
31
|
Sonnet PE, Mascavage LM, Dalton DR. The first steps. The attack on the carbonyl carbon of pyridoxal cofactor in pyridoxal-dependent enzymes. Bioorg Med Chem Lett 2008; 18:744-8. [DOI: 10.1016/j.bmcl.2007.11.051] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2007] [Accepted: 11/12/2007] [Indexed: 10/22/2022]
|
32
|
Identification of functional paralog shift mutations: conversion of Escherichia coli malate dehydrogenase to a lactate dehydrogenase. Proc Natl Acad Sci U S A 2007; 104:17353-7. [PMID: 17947381 DOI: 10.1073/pnas.0708265104] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Five positions in the Escherichia coli malate dehydrogenase (eMDH) sequence, which distinguish MDH from lactate dehydrogenase (LDH) activity, were identified through a combination of Venn diagrams constructed from whole genomic data and from unbiased representative sequences from terminal clades. Incorporation of the five changes in eMDH sufficed to convert the enzyme from one with (k(cat)/K(m)(pyruvate))/(k(cat)/K(m)(oxaloacetate)) = 6.1 x 10(-9) to one with that ratio = 28. The substrate specificity was thus changed by a factor of 4.6 x 10(9). The k(cat)/K(m)(pyruvate) value for the pentamutant (eMDH I12V/R81Q/M85E/G210A/V214I) is 3,500 M(-1).s(-1), which is approximately equal 1/1,000 of the values found for typical wild-type LDHs. The procedure isolates an intersection of "strong forcing sets" that should prove to be of general use in switching paralog function.
Collapse
|
33
|
Recombinant expression of twelve evolutionarily diverse subfamily Ialpha aminotransferases. Protein Expr Purif 2007; 57:34-44. [PMID: 17964807 DOI: 10.1016/j.pep.2007.09.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2007] [Revised: 09/02/2007] [Accepted: 09/03/2007] [Indexed: 11/24/2022]
Abstract
Aminotransferases are essential enzymes involved in the central metabolism of all organisms. The Ialpha subfamily of aspartate and tyrosine aminotransferases (AATases and TATases) is the best-characterized grouping, but only eight enzymes from this subfamily, representing relatively little sequence diversity, have been experimentally characterized for substrate specificity (i.e., AATase vs. TATase). Genome annotation, based on this limited dataset, provides tentative assignments for all sequenced members of this subfamily. This procedure is, however, subject to error, particularly when the experimental basis set is limited. To address this problem we cloned twelve additional subfamily Ialpha enzymes from an evolutionarily divergent set of organisms. Nine were purified to homogeneity after heterologous expression in Escherichia coli in native, intein-tagged or His(6)-tagged forms. The two Saccharomyces cerevisiae isoforms were recombinantly produced in yeast. The effects of the C-terminal tags on expression, purification and enzyme activity are discussed.
Collapse
|
34
|
Hiniker A, Ren G, Heras B, Zheng Y, Laurinec S, Jobson RW, Stuckey JA, Martin JL, Bardwell JCA. Laboratory evolution of one disulfide isomerase to resemble another. Proc Natl Acad Sci U S A 2007; 104:11670-5. [PMID: 17609373 PMCID: PMC1906722 DOI: 10.1073/pnas.0704692104] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
It is often difficult to determine which of the sequence and structural differences between divergent members of multigene families are functionally important. Here we use a laboratory evolution approach to determine functionally important structural differences between two distantly related disulfide isomerases, DsbC and DsbG from Escherichia coli. Surprisingly, we found single amino acid substitutions in DsbG that were able to complement dsbC in vivo and have more DsbC-like isomerase activity in vitro. Crystal structures of the three strongest point mutants, DsbG K113E, DsbG V216M, and DsbG T200M, reveal changes in highly surface-exposed regions that cause DsbG to more closely resemble the distantly related DsbC. In this case, laboratory evolution appears to have taken a direct route to allow one protein family member to complement another, with single substitutions apparently bypassing much of the need for multiple changes that took place over approximately 0.5 billion years of evolution. Our findings suggest that, for these two proteins at least, regions important in determining functional differences may represent only a tiny fraction of the overall protein structure.
Collapse
Affiliation(s)
- Annie Hiniker
- *Medical Scientist Training Program
- Program in Cellular and Molecular Biology
- Howard Hughes Medical Institute
| | - Guoping Ren
- Howard Hughes Medical Institute
- Molecular, Cellular and Developmental Biology, and
| | - Begoña Heras
- Institute for Molecular Bioscience and Australian Research Council Special Research Centre for Functional and Applied Genomics, University of Queensland, Brisbane QLD 4072, Australia
| | - Ying Zheng
- Molecular, Cellular and Developmental Biology, and
| | | | | | - Jeanne A. Stuckey
- **Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
| | - Jennifer L. Martin
- Institute for Molecular Bioscience and Australian Research Council Special Research Centre for Functional and Applied Genomics, University of Queensland, Brisbane QLD 4072, Australia
| | - James C. A. Bardwell
- Program in Cellular and Molecular Biology
- Howard Hughes Medical Institute
- Molecular, Cellular and Developmental Biology, and
- To whom correspondence should be addressed. E-mail:
| |
Collapse
|
35
|
Deu E, Kirsch JF. The unfolding pathway for Apo Escherichia coli aspartate aminotransferase is dependent on the choice of denaturant. Biochemistry 2007; 46:5810-8. [PMID: 17425331 DOI: 10.1021/bi602621t] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The guanidine hydrochloride (GdnHCl) mediated denaturation pathway for the apo form of homodimeric Escherichia coli aspartate aminotransferase (eAATase) (molecular mass = 43.5 kDa/monomer) includes a partially folded monomeric intermediate, M* [Herold, M., and Kirschner, K. (1990) Biochemistry 29, 1907-1913; Birolo, L., Dal Piaz, F., Pucci, P., and Marino, G. (2002) J. Biol. Chem. 277, 17428-17437]. The present investigation of the urea-mediated denaturation of eAATase finds no evidence for an M* species but uncovers a partially denatured dimeric form, D*, that is unpopulated in GdnHCl. Thus, the unfolding process is a function of the employed denaturant. D* retains less than 50% of the native secondary structure (circular dichroism), conserves significant quaternary and tertiary interactions, and unfolds cooperatively (mD*<==>U = 3.4 +/- 0.3 kcal mol-1 M-1). Therefore, the following equilibria obtain in the denaturation of apo-eAATase: D <==> 2M 2M* <==> 2U in GdnHCl and D <==> D* <==> 2U in urea (D = native dimer, M = folded monomer, and U = unfolded state). The free energy of unfolding of apo-eAATase (D <==> 2U) is 36 +/- 3 kcal mol-1, while that for the D* 2U transition is 24 +/- 2 kcal mol-1, both at 1 M standard state and pH 7.5.
Collapse
Affiliation(s)
- Edgar Deu
- Department of Molecular and Cell Biology, University of California, Berkeley, California 94720-3206, USA
| | | |
Collapse
|
36
|
|
37
|
Matsuura T, Yomo T. In vitro evolution of proteins. J Biosci Bioeng 2006; 101:449-56. [PMID: 16935245 DOI: 10.1263/jbb.101.449] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2006] [Accepted: 05/08/2006] [Indexed: 11/17/2022]
Abstract
Consecutive rounds of diversification and selection of the fittest is believed to be the main driving force for the evolution of life. For the evolution of life to proceed, all living cells are surrounded by a lipid bilayer that separates their own genes from the external environment and from those of other organisms. In this way, the genetic information of an individual is replicated on the basis of their phenotype; thus the enrichment of the fittest will occur. Hence, evolution is based on linkage between genotype and phenotype owing to the surrounding of the genetic material with a barrier. The linkage between genotype and phenotype is also known to be essential for the directed evolution of proteins. Indeed, systems for molecular evolution, including phage display, ribosome display, and in vitro compartmentalization, all satisfy this requirement in different ways. These systems have been shown to be powerful tools for high-throughput screening for the functions of proteins, screening as many as <10(12) molecules in 1 d. These selection systems in combination with various gene libraries yield proteins with improved or altered biophysical properties, and may even allow the generation of proteins with novel functions.
Collapse
Affiliation(s)
- Tomoaki Matsuura
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | | |
Collapse
|
38
|
Saftalov L, Smith PA, Friedman AM, Bailey-Kellogg C. Site-directed combinatorial construction of chimaeric genes: general method for optimizing assembly of gene fragments. Proteins 2006; 64:629-42. [PMID: 16783818 DOI: 10.1002/prot.20984] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Site-directed construction of chimaeric genes by in vitro recombination "mixes-and-matches" precise building blocks from multiple parent proteins, generating libraries of hybrids to be tested for structure-function relationships and/or screened for favorable properties and novel enzymatic activities. A direct annealing and ligation method can construct chimaeric genes without requiring sequence identity between parents, except for the short (approximately 3 nt) sequences of the fragment overhangs used for specific ligation. Careful planning of the assembly process is necessary, though, in order to ensure effective construction of desired fragment assemblies and to avoid undesired assemblies (e.g., repetition of fragments, fragments out of order). We develop algorithms for specific planned ligation of short overhangs (SPLISO) that efficiently explore possible assembly plans, varying the fragment overhangs and the order of ligation steps in the assembly pathway. While there is a combinatorial explosion in the number of possible assembly plans as the number of breakpoints and parent genes increases, we employ a dynamic programming approach to find globally optimal ones in low-order polynomial time (in practice, taking only seconds for basic assembly plans). We demonstrate the effectiveness of our algorithms in planning the assembly of hybrid libraries, under a variety of experimental options and restrictions, including flexibility in the position and amino acid sequence of breakpoints. Our method promises to enable more effective application of site-directed recombination to protein investigation and engineering.
Collapse
Affiliation(s)
- Liz Saftalov
- Department of Computer Science, Purdue University, West Lafayette, Indiana 47907, USA
| | | | | | | |
Collapse
|
39
|
|
40
|
Otten LG, Quax WJ. Directed evolution: selecting today's biocatalysts. ACTA ACUST UNITED AC 2005; 22:1-9. [PMID: 15857778 DOI: 10.1016/j.bioeng.2005.02.002] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2004] [Revised: 11/21/2004] [Accepted: 11/22/2004] [Indexed: 10/25/2022]
Abstract
Directed evolution has become a full-grown tool in molecular biology nowadays. The methods that are involved in creating a mutant library are extensive and can be divided into several categories according to their basic ideas. Furthermore, both screening and selection can be used to target the enzyme towards the desired direction. Nowadays, this technique is broadly used in two major applications: (industrial) biocatalysis and research. In the first field enzymes are engineered in order to produce suitable biocatalysts with high catalytic activity and stability in an industrial environment. In the latter area methods are established to quickly engineer new enzymes for every possible catalytic step, thereby creating a universal biotechnological toolbox. Furthermore, directed evolution can be used to try to understand the natural evolutionary processes. This review deals with new mutagenesis and recombination strategies published recently. A full overview of new methods for creating more specialised mutant libraries is given. The importance of selection in directed evolution strategies is being exemplified by some current successes including the beta-lactam acylases.
Collapse
Affiliation(s)
- Linda G Otten
- University of Groningen, University Centre for Pharmacy, Pharmaceutical Biology, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | | |
Collapse
|
41
|
Ju J, Misono H, Ohnishi K. Directed evolution of bacterial alanine racemases with higher expression level. J Biosci Bioeng 2005; 100:246-54. [PMID: 16243272 DOI: 10.1263/jbb.100.246] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2005] [Accepted: 05/09/2005] [Indexed: 11/17/2022]
Abstract
Bacterial alanine racemase (EC 5.1.1.1) is a pyridoxal 5'-phosphate-dependent enzyme that catalyzes the interconversion of L-alanine and D-alanine. It can be classified into two groups: biosynthetic enzymes with low catalytic activity and catabolic enzymes with high catalytic activity. It can react with serine to a limited extent. Two biosynthetic alanine racemase genes in Escherichia coli and Salmonella typhimurium were DNA shuffled, and a very diverse chimeric gene library was constructed. An E. coli serine auxotroph was transformed with the shuffled genes, and the recombinant clones were screened on selective media supplemented with 0.5-5 mM D-serine as an L-serine supplier. Selected clones were expected to contain racemases exhibiting higher catalytic activities toward alanine as well as serine. Three independent clones that grew on selective media were isolated. The specific activities of crude extracts prepared from cells expressing the chimeric racemases were increased up to approximately three times more than those expressing the parental enzymes. The best chimera Ser15 racemase was expressed at a level approximately twofold higher than the parental alanine racemases. This high protein expression was demonstrated to be posttranscriptionally achieved.
Collapse
Affiliation(s)
- Jiansong Ju
- Department of Applied Bioresource Science, The United Graduate School of Agricultural Sciences, Ehime University, 3-5-7 Tarumi, Matsuyama, Ehime 790-8566, Japan
| | | | | |
Collapse
|
42
|
Varadarajan N, Gam J, Olsen MJ, Georgiou G, Iverson BL. Engineering of protease variants exhibiting high catalytic activity and exquisite substrate selectivity. Proc Natl Acad Sci U S A 2005; 102:6855-60. [PMID: 15867160 PMCID: PMC1100772 DOI: 10.1073/pnas.0500063102] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2005] [Indexed: 11/18/2022] Open
Abstract
The exquisite selectivity and catalytic activity of enzymes have been shaped by the effects of positive and negative selection pressure during the course of evolution. In contrast, enzyme variants engineered by using in vitro screening techniques to accept novel substrates typically display a higher degree of catalytic promiscuity and lower total turnover in comparison with their natural counterparts. Using bacterial display and multiparameter flow cytometry, we have developed a novel methodology for emulating positive and negative selective pressure in vitro for the isolation of enzyme variants with reactivity for desired novel substrates, while simultaneously excluding those with reactivity toward undesired substrates. Screening of a large library of random mutants of the Escherichia coli endopeptidase OmpT led to the isolation of an enzyme variant, 1.3.19, that cleaved an Ala-Arg peptide bond instead of the Arg-Arg bond preferred by the WT enzyme. Variant 1.3.19 exhibited greater than three million-fold selectivity (-Ala-Arg-/-Arg-Arg-) and a catalytic efficiency for Ala-Arg cleavage that is the same as that displayed by the parent for the preferred substrate, Arg-Arg. A single amino acid Ser223Arg substitution was shown to recapitulate completely the unique catalytic properties of the 1.3.19 variant. These results can be explained by proposing that this mutation acts to "swap" the P(1) Arg side chain normally found in WT substrate peptides with the 223Arg side chain in the S(1) subsite of OmpT.
Collapse
Affiliation(s)
- Navin Varadarajan
- Institute for Cellular and Molecular Biology and Department of Chemistry and Biochemistry, University of Texas, Austin, TX 78712, USA
| | | | | | | | | |
Collapse
|
43
|
Bernhardt P, Hult K, Kazlauskas RJ. Molecular Basis of Perhydrolase Activity in Serine Hydrolases. Angew Chem Int Ed Engl 2005. [DOI: 10.1002/ange.200463006] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|
44
|
Bernhardt P, Hult K, Kazlauskas RJ. Molecular Basis of Perhydrolase Activity in Serine Hydrolases. Angew Chem Int Ed Engl 2005; 44:2742-2746. [PMID: 15803517 DOI: 10.1002/anie.200463006] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Peter Bernhardt
- University of Minnesota, Department of Biochemistry, Molecular Biology and Biophysics, The Biotechnology Institute, and The Center for Microbial and Plant Genomics, 1479 Gortner Avenue, St. Paul, Minnesota 55108, USA, Fax: (+1) 612-625-5780
- School of Biotechnology, Department of Biochemistry, Royal Institute of Technology (KTH), AlbaNova University Center, Roslagstullsbacken 21, 10691 Stockholm, Sweden
| | - Karl Hult
- School of Biotechnology, Department of Biochemistry, Royal Institute of Technology (KTH), AlbaNova University Center, Roslagstullsbacken 21, 10691 Stockholm, Sweden
| | - Romas J Kazlauskas
- University of Minnesota, Department of Biochemistry, Molecular Biology and Biophysics, The Biotechnology Institute, and The Center for Microbial and Plant Genomics, 1479 Gortner Avenue, St. Paul, Minnesota 55108, USA, Fax: (+1) 612-625-5780
| |
Collapse
|
45
|
Liu W, Peterson PE, Langston JA, Jin X, Zhou X, Fisher AJ, Toney MD. Kinetic and crystallographic analysis of active site mutants of Escherichia coli gamma-aminobutyrate aminotransferase. Biochemistry 2005; 44:2982-92. [PMID: 15723541 DOI: 10.1021/bi048657a] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The E. coli isozyme of gamma-aminobutyrate aminotransferase (GABA-AT) is a tetrameric pyridoxal phosphate-dependent enzyme that catalyzes transamination between primary amines and alpha-keto acids. The roles of the active site residues V241, E211, and I50 in the GABA-AT mechanism have been probed by site-directed mutagenesis. The beta-branched side chain of V241 facilitates formation of external aldimine intermediates with primary amine substrates, while E211 provides charge compensation of R398 selectively in the primary amine half-reaction and I50 forms a hydrophobic lid at the top of the substrate binding site. The structures of the I50Q, V241A, and E211S mutants were solved by X-ray crystallography to resolutions of 2.1, 2.5, and 2.52 A, respectively. The structure of GABA-AT is similar in overall fold and active site structure to that of dialkylglycine decarboxylase, which catalyzes both transamination and decarboxylation half-reactions in its normal catalytic cycle. Therefore, an attempt was made to convert GABA-AT into a decarboxylation-dependent aminotransferase similar to dialkylglycine decarboxylase by systematic mutation of E. coli GABA-AT active site residues. Two of the twelve mutants presented, E211S/I50G/C77K and E211S/I50H/V80D, have approximately 10-fold higher decarboxylation activities than the wild-type enzyme, and the E211S/I50H/V80D has formally changed the reaction specificity to that of a decarboxylase.
Collapse
Affiliation(s)
- Wenshe Liu
- Department of Chemistry, University of California-Davis, Davis, California 95616, USA
| | | | | | | | | | | | | |
Collapse
|
46
|
Chow MA, McElroy KE, Corbett KD, Berger JM, Kirsch JF. Narrowing substrate specificity in a directly evolved enzyme: the A293D mutant of aspartate aminotransferase. Biochemistry 2004; 43:12780-7. [PMID: 15461450 DOI: 10.1021/bi0487544] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Several mutant Escherichia coli aspartate aminotransferases (eAATases) have been characterized in the attempt to evolve or rationally redesign the substrate specificity of eAATase into that of E. coli tyrosine aminotransferase (eTATase). These include HEX (designed), HEX + A293D (design followed by directed evolution), and SRHEPT (directed evolution). The A293D mutation realized from directed evolution of HEX is here imported into the SRHEPT platform by site-directed mutagenesis, resulting in an enzyme (SRHEPT + A293D) with nearly the same ratio of k(cat)/K(m)(Phe) to k(cat)/K(m)(Asp) as that of wild-type eTATase. The A293D substitution is an important specificity determinant; it selectively disfavors interactions with dicarboxylic substrates and inhibitors compared to aromatic ones. Context dependence analysis is generalized to provide quantitative comparisons of a common substitution in two or more different protein scaffolds. High-resolution crystal structures of ligand complexes of HEX + A293D, SRHEPT, and SRHEPT + A293D were determined. We find that in both SRHEPT + A293D and HEX + A293D, the additional mutation holds the Arg 292 side chain away from the active site to allow increased specificity for phenylalanine over aspartate. The resulting movement of Arg 292 allows greater flexibility of the small domain in HEX + A293D. While HEX is always in the closed conformation, HEX + A293D is observed in both the closed and a novel open conformation, allowing for more rapid product release.
Collapse
Affiliation(s)
- Margaret A Chow
- Department of Molecular and Cell Biology, University of California, Berkeley, California 94720-3206, USA
| | | | | | | | | |
Collapse
|
47
|
Abstract
Pyridoxal phosphate (PLP)-dependent enzymes are unrivaled in the diversity of reactions that they catalyze. New structural data have paved the way for targeted mutagenesis and mechanistic studies and have provided a framework for interpretation of those results. Together, these complementary approaches yield new insight into function, particularly in understanding the origins of substrate and reaction type specificity. The combination of new sequences and structures enables better reconstruction of their evolutionary heritage and illuminates unrecognized similarities within this diverse group of enzymes. The important metabolic roles of many PLP-dependent enzymes drive efforts to design specific inhibitors, which are now guided by the availability of comprehensive structural and functional databases. Better understanding of the function of this important group of enzymes is crucial not only for inhibitor design, but also for the design of improved protein-based catalysts.
Collapse
Affiliation(s)
- Andrew C Eliot
- Department of Chemistry University of California, Berkeley, California 94720-3206, USA.
| | | |
Collapse
|
48
|
Rothman SC, Voorhies M, Kirsch JF. Directed evolution relieves product inhibition and confers in vivo function to a rationally designed tyrosine aminotransferase. Protein Sci 2004; 13:763-72. [PMID: 14767072 PMCID: PMC2286728 DOI: 10.1110/ps.03117204] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The Escherichia coli aspartate (AATase) and tyrosine (TATase) aminotransferases share 43% sequence identity and 72% similarity, but AATase has only 0.08% and 0.01% of the TATase activities (k(cat)/K(m)) for tyrosine and phenylalanine, respectively. Approximately 5% of TATase activity was introduced into the AATase framework earlier both by rational design (six mutations, termed HEX) and by directed evolution (9-17 mutations). The enzymes realized from the latter procedure complement tyrosine auxotrophy in TATase deficient E. coli. HEX complements even more poorly than does wild-type AATase, even though the (k(cat)/K(m)) value for tyrosine exhibited by HEX is similar to those of the enzymes found from directed evolution. HEX, however, is characterized by very low values of K(m) and K(D) for dicarboxylic ligands, and by a particularly slow release for oxaloacetate, the product of the reaction with aspartate and a TCA cycle intermediate. These observations suggest that HEX exists largely as an enzyme-product complex in vivo. HEX was therefore subjected to a single round of directed evolution with selection for complementation of tyrosine auxotrophy. A variant with a single amino acid substitution, A293D, exhibited substantially improved TATase function in vivo. The A293D mutation alleviates the tight binding to dicarboxylic ligands as K(m)s for aspartate and alpha-ketoglutarate are >20-fold higher in the HEX + A293D construct compared to HEX. This mutation also increased k(cat)/K(m)(Tyr) threefold. A second mutation, I73V, elicited smaller but similar effects. Both residues are in close proximity to Arg292 and the mutations may function to modulate the arginine switch mechanism responsible for dual substrate recognition in TATases and HEX.
Collapse
Affiliation(s)
- Steven C Rothman
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720-3206, USA
| | | | | |
Collapse
|
49
|
Seebeck FP, Hilvert D. Conversion of a PLP-dependent racemase into an aldolase by a single active site mutation. J Am Chem Soc 2003; 125:10158-9. [PMID: 12926923 DOI: 10.1021/ja036707d] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Alanine racemase (Alr) [EC 5.1.1.1] from Geobacillus stearothermophilus is a pyridoxal 5'-phosphate-dependent enzyme that catalyzes the first committed step in bacterial cell wall biosynthesis. It is converted to an aldolase upon replacement of Tyr265, which normally serves as a catalytic base in the racemase reaction, with alanine. The Y265A mutation increases catalytic efficiency for cleavage of beta-phenylserine to benzaldehyde and glycine by 2.3 x 105 fold as compared to the wild-type racemase, while racemase activity is greatly decreased. Additional mutagenesis suggests that His166 may act as the base that initiates the retroaldol reaction. The Y265A mutant is highly stereoselective for (2R,3S)-phenylserine, a d-amino acid, and does not process its enantiomer. This preference is consistent with the expected binding mode of substrate in the modified active site and supports the proposal that naturally occurring d-threonine aldolases and alanine racemases derive from a common ancestor.
Collapse
Affiliation(s)
- Florian P Seebeck
- Laboratorium für Organische Chemie, Swiss Federal Institute of Technology, ETH Hönggerberg, CH-8093 Zürich, Switzerland
| | | |
Collapse
|
50
|
Schmidt DMZ, Mundorff EC, Dojka M, Bermudez E, Ness JE, Govindarajan S, Babbitt PC, Minshull J, Gerlt JA. Evolutionary potential of (beta/alpha)8-barrels: functional promiscuity produced by single substitutions in the enolase superfamily. Biochemistry 2003; 42:8387-93. [PMID: 12859183 DOI: 10.1021/bi034769a] [Citation(s) in RCA: 135] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The members of the mechanistically diverse, (beta/alpha)(8)-barrel fold-containing enolase superfamily evolved from a common progenitor but catalyze different reactions using a conserved partial reaction. The molecular pathway for natural divergent evolution of function in the superfamily is unknown. We have identified single-site mutants of the (beta/alpha)(8)-barrel domains in both the l-Ala-d/l-Glu epimerase from Escherichia coli (AEE) and the muconate lactonizing enzyme II from Pseudomonas sp. P51 (MLE II) that catalyze the o-succinylbenzoate synthase (OSBS) reaction as well as the wild-type reaction. These enzymes are members of the MLE subgroup of the superfamily, share conserved lysines on opposite sides of their active sites, but catalyze acid- and base-mediated reactions with different mechanisms. A comparison of the structures of AEE and the OSBS from E. coli was used to design the D297G mutant of AEE; the E323G mutant of MLE II was isolated from directed evolution experiments. Although neither wild-type enzyme catalyzes the OSBS reaction, both mutants complement an E. coli OSBS auxotroph and have measurable levels of OSBS activity. The analogous mutations in the D297G mutant of AEE and the E323G mutant of MLE II are each located at the end of the eighth beta-strand of the (beta/alpha)(8)-barrel and alter the ability of AEE and MLE II to bind the substrate of the OSBS reaction. The substitutions relax the substrate specificity, thereby allowing catalysis of the mechanistically diverse OSBS reaction with the assistance of the active site lysines. The generation of functionally promiscuous and mechanistically diverse enzymes via single-amino acid substitutions likely mimics the natural divergent evolution of enzymatic activities and also highlights the utility of the (beta/alpha)(8)-barrel as a scaffold for new function.
Collapse
Affiliation(s)
- Dawn M Z Schmidt
- Departments of Biochemistry and Chemistry, 419 Roger Adams Laboratory, University of Illinois at Urbana-Champaign, 600 South Mathews Avenue, Urbana, Illinois 61801, USA
| | | | | | | | | | | | | | | | | |
Collapse
|