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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.
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Affiliation(s)
- Kathryn E Muratore
- Department of Molecular and Cell Biology, University of California, Berkeley, California
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2
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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.
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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.
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Affiliation(s)
- Edgar Deu
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305-5324, USA
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Hanes MS, Reynolds KA, McNamara C, Ghosh P, Bonomo RA, Kirsch JF, Handel TM. Specificity and cooperativity at β-lactamase position 104 in TEM-1/BLIP and SHV-1/BLIP interactions. Proteins 2011; 79:1267-76. [PMID: 21294157 PMCID: PMC3417816 DOI: 10.1002/prot.22961] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2010] [Revised: 11/30/2010] [Accepted: 12/02/2010] [Indexed: 01/07/2023]
Abstract
Establishing a quantitative understanding of the determinants of affinity in protein-protein interactions remains challenging. For example, TEM-1/β-lactamase inhibitor protein (BLIP) and SHV-1/BLIP are homologous β-lactamase/β-lactamase inhibitor protein complexes with disparate K(d) values (3 nM and 2 μM, respectively), and a single substitution, D104E in SHV-1, results in a 1000-fold enhancement in binding affinity. In TEM-1, E104 participates in a salt bridge with BLIP K74, whereas the corresponding SHV-1 D104 does not in the wild type SHV-1/BLIP co-structure. Here, we present a 1.6 Å crystal structure of the SHV-1 D104E/BLIP complex that demonstrates that this point mutation restores this salt bridge. Additionally, mutation of a neighboring residue, BLIP E73M, results in salt bridge formation between SHV-1 D104 and BLIP K74 and a 400-fold increase in binding affinity. To understand how this salt bridge contributes to complex affinity, the cooperativity between the E/K or D/K salt bridge pair and a neighboring hot spot residue (BLIP F142) was investigated using double mutant cycle analyses in the background of the E73M mutation. We find that BLIP F142 cooperatively stabilizes both interactions, illustrating how a single mutation at a hot spot position can drive large perturbations in interface stability and specificity through a cooperative interaction network.
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Affiliation(s)
- Melinda S. Hanes
- Biophysics Graduate Group, University of California, Berkeley, Berkeley, CA 94729,Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, CA 92093
| | - Kimberly A. Reynolds
- Biophysics Graduate Group, University of California, Berkeley, Berkeley, CA 94729,Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, CA 92093
| | - Case McNamara
- Department of Chemistry and Biochemistry, University of California, San Diego, San Diego, CA 92093
| | - Partho Ghosh
- Department of Chemistry and Biochemistry, University of California, San Diego, San Diego, CA 92093
| | - Robert A. Bonomo
- Research Service, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Case Western Reserve University, Cleveland, Ohio, 44106,Department of Pharmacology, Molecular Biology and Microbiology, Case Western Reserve University, Cleveland, Ohio, 44106
| | - Jack F. Kirsch
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94729
| | - Tracy M. Handel
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, CA 92093
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Goihberg E, Peretz M, Tel-Or S, Dym O, Shimon L, Frolow F, Burstein Y. Biochemical and Structural Properties of Chimeras Constructed by Exchange of Cofactor-Binding Domains in Alcohol Dehydrogenases from Thermophilic and Mesophilic Microorganisms. Biochemistry 2010; 49:1943-53. [DOI: 10.1021/bi901730x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
| | | | | | - Orly Dym
- Department of Structural Biology and Israel Structural Proteomics Center
| | | | - Felix Frolow
- Department of Molecular Microbiology and Biotechnology, The George S. Wise Faculty of Life Sciences and the Daniella Rich Institute for Structural Biology, Tel-Aviv University, Ramat Aviv 69978, Israel
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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.
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Affiliation(s)
- Steven C Rothman
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720-3206, USA
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Rothman SC, Kirsch JF. How does an enzyme evolved in vitro compare to naturally occurring homologs possessing the targeted function? Tyrosine aminotransferase from aspartate aminotransferase. J Mol Biol 2003; 327:593-608. [PMID: 12634055 DOI: 10.1016/s0022-2836(03)00095-0] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Aspartate aminotransferase (AATase) and tyrosine aminotransferase (TATase) are Escherichia coli paralogs that share 43% sequence identity. A plausible model posits that TATase arose from a duplication of an ancestral AATase-like enzyme. Directed evolution of AATase to an enzyme having TATase activity was undertaken in order to compare the evolved AATase variants with homologous TATases. Eight rounds of DNA shuffling and in vivo selection followed by a backcross with WT AATase produced enzymes that exhibited 100-270-fold increases in k(cat)/K(m)(Phe) and had as much as 11% of the tyrosine aminotransferase activity of WT E.coli TATase. Amino acid substitutions in 11 clones from rounds 7 and 8 were compared with conserved residues in AATases and TATases. The findings are conveniently and compactly illustrated by the use of Venn diagrams and set theory notation. A statistically significant (0.001<or=p<or=0.008) concentration of mutations occurs in a subset of positions (set AAT-TAT) that is conserved (>or=75% identical) in AATases and variable (<75% identical) in TATases. Very few mutations occur in the intersection (set AAT intersection TAT) of amino acid residues that are conserved in both enzyme types. Seven mutations from set AAT-TAT were combined by site-directed mutagenesis to give a construct that is 60% as active as the best round 8 enzyme, which has 13 amino acid replacements. The Venn diagrams may provide a generally useful tool to highlight the most important specificity determinants for rational redesign. Amino acid replacements were mapped onto the crystal structure of a hydrocinnamate complex of a designed TATase. Five of the seven positions most frequently substituted in the evolved clones are within 15 A of the phenyl side-chain, but only six of the 48 positions that were mutated once or twice are within that radius. Context dependence, neutral mutations, different selective pressures, and stochastic components provide explanations for the observation that many of the substitutions found in the directly evolved enzymes differ from the corresponding amino acids found in the modern natural TATases.
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Affiliation(s)
- Steven C Rothman
- Department of Molecular and Cell Biology, University of California, Berkeley, 229 Stanley Hall #3206, Berkeley, CA 94720-3206, USA
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Shaffer WA, Luong TN, Rothman SC, Kirsch JF. Quantitative chimeric analysis of six specificity determinants that differentiate Escherichia coli aspartate from tyrosine aminotransferase. Protein Sci 2002; 11:2848-59. [PMID: 12441383 PMCID: PMC2373746 DOI: 10.1110/ps.0221902] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The six mutations, referred to as the Hex mutations, that together have been shown to convert Escherichia coli aspartate aminotransferase (AATase) specificity to be substantially like that of E. coli tyrosine aminotransferase (TATase) are dissected into two groups, (T109S/N297S) and (V39L/K41Y/T47I/N69L). The letters on the left and right of the numbers designate AATase and TATase residues, respectively. The T109S/N297S pair has been investigated previously. The latter group, the "Grease" set, is now placed in the AATase framework, and the retroGrease set (L39V/Y41K/I47T/L69N) is substituted into TATase. The Grease mutations in the AATase framework were found primarily to lower K(M)s for both aromatic and dicarboxylic substrates. In contrast, retroGrease TATase exhibits lowered k(cat)s for both substrates. The six retroHex mutations, combining retroGrease and S109T/S297N, were found to invert the substrate specificity of TATase, creating an enzyme with a nearly ninefold preference (k(cat)/K(M)) for aspartate over phenylalanine. The retroHex mutations perturb the electrostatic environment of the pyridoxal phosphate cofactor, as evidenced by a spectrophotometric titration of the internal aldimine, which uniquely shows two pK(a)s, 6.1 and 9.1. RetroHex was also found to have impaired dimer stability, with a K(D) for dimer dissociation of 350 nM compared with the wild type K(D) of 4 nM. Context dependence and additivity analyses demonstrate the importance of interactions of the Grease residues with the surrounding protein framework in both the AATase and TATase contexts, and with residues 109 and 297 in particular. Context dependence and cooperativity are particularly evident in the effects of mutations on k(cat)/K(M)(Asp). Effects on k(cat)/K(M)(Phe) are more nearly additive and context independent.
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Affiliation(s)
- Wendy A Shaffer
- Department of Molecular and Cell Biology, University of California, Berkeley 94720-3206, USA
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Deu E, Koch KA, Kirsch JF. The role of the conserved Lys68*:Glu265 intersubunit salt bridge in aspartate aminotransferase kinetics: multiple forced covariant amino acid substitutions in natural variants. Protein Sci 2002; 11:1062-73. [PMID: 11967363 PMCID: PMC2373551 DOI: 10.1110/ps.0200902] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
The role of the Lys68*:Glu265 intersubunit salt bridge that is conserved (Csb) in all known aspartate aminotransferases (AATases), except those of animal cytosolic, Ac (His68*:Glu265), and plant mitochondrial, Pm (Met68*:Gln265), origins, was evaluated in the Escherichia coli AATase. Two double-mutant cycles, to K68M/E265Q and the charge reversed K68E/E265K, were characterized with the context dependence (C) and impact (I) formalism, previously defined for functional chimeric analysis. Mutations of Lys68* with Glu265 fixed are generally more deleterious than the converse mutations of Glu265 with Lys68* fixed, showing that buried negative charges have greater effects than buried positive charges in this context. Replacement of the charged Lys68*:Glu265 with the K68M/E265Q neutral pair introduces relatively small effects on the kinetic parameters. The differential sensitivity of k(cat)/K(M, L-Asp) and k(cat)/K(M, alpha-KG) to salt bridge mutagenic replacements is shown by a linear-free energy relationship, in which the logarithms of the latter second order rate constants are generally decreased by a factor of two more than are those of the former. Thus, k(cat)/K(M, L-Asp) and k(cat)/K(M, alpha-KG) are 133 and 442 mM(-1)s(-1) for the wild-type (WT) enzyme, respectively, but their relative order is reversed in the more severely compromised mutants (14.8 and 5.3 mM(-1)s(-1) for K68E). A Venn diagram illustrates apparent forced covariances of groups of amino acids that accompany the naturally occurring salt bridge replacements in the Pm and Ac classes. The more deeply rooted tree indicates that the Csb variant was the ancestral specie.
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Affiliation(s)
- Edgar Deu
- Department of Molecular and Cell Biology, University of California-Berkeley, Berkeley, CA 94720-3206, USA
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Koch KA, Capitani G, Gruetter MG, Kirsch JF. The human cDNA for a homologue of the plant enzyme 1-aminocyclopropane-1-carboxylate synthase encodes a protein lacking that activity. Gene 2001; 272:75-84. [PMID: 11470512 DOI: 10.1016/s0378-1119(01)00533-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The sequences of genes encoding homologues of 1-aminocyclopropane-1-carboxylate (ACC) synthase, the first enzyme in the two-step biosynthetic pathway of the important plant hormone ethylene, have recently been found in Fugu rubripes and Homo sapiens (Peixoto et al., Gene 246 (2000) 275). ACC synthase (ACS) catalyzes the formation of ACC from S-adenosyl-L-methionine. ACC is oxidized to ethylene in the second and final step of ethylene biosynthesis. Profound physiological questions would be raised if it could be demonstrated that ACC is formed in animals, because there is no known function for ethylene in these organisms. We describe the cloning of the putative human ACS (PHACS) cDNA that encodes a 501 amino acid protein that exhibits 58% sequence identity to the putative Fugu ACS and approximately 30% sequence identity to plant ACSs. Purified recombinant PHACS, expressed in Pichia pastoris, contains bound pyridoxal-5'-phosphate (PLP), but does not catalyze the synthesis of ACC. PHACS does, however, catalyze the deamination of L-vinylglycine, a known side-reaction of apple ACS. Bioinformatic analysis indicates that PHACS is a member of the alpha-family of PLP-dependent enzymes. Molecular modeling data illustrate that the conservation of residues between PHACS and the plant ACSs is dispersed throughout its structure and that two active site residues that are important for ACS activity in plants are not conserved in PHACS.
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Affiliation(s)
- K A Koch
- Department of Molecular and Cell Biology, University of California, Berkeley, 94720-3206, USA
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