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Prediction and analysis of GH14 family β-amylases in oat seedling extract: Structure and function insights using in silico approaches. Int J Biol Macromol 2018; 125:361-369. [PMID: 30528996 DOI: 10.1016/j.ijbiomac.2018.12.065] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 12/06/2018] [Accepted: 12/06/2018] [Indexed: 11/20/2022]
Abstract
Oat (Avena sativa L.) seedling extract exhibited a high degree of catalytic activities. Bioinformatics were used to identify β-amylases as abundant enzymes in the oat seedling extract. These identified oat enzymes are a member of the GH14 family. Proteins in the Avena sativa seedling extract were separated by SDS-PAGE and 2 major protein bands with an apparent molecular weights of 53 and 42 kDa were the subject of this study. These materials were digested with trypsin and the amino acid sequences of the tryptic peptides were determined by LC/ESI/MS/MS and database searches. These sequences were used to identify cDNAs from expressed sequence tags (EST) and Transcriptome Shotgun Assembly (TSA) of Avena sativa. Based upon EST and TSA sequences, at least 6 predicted different sequences were identified and assigned as β-amylases. Insights into structural characterization of the oat predicted β-amylases were analyzed using in silico approaches. The identified β-amylases conserved the two Glu residues assigned as the "putative" catalytic residues, which would act as an acid and base pair in the catalytic process. A similar core (β/α)8-barrel architecture was found in the predicted oat β-amylases with a specific location of the active site in a pocket-like cavity structure made at one end of this core (β/α)8-barrel domain. This suggests an accessibility of the non-reducing end of the substrate towards the oat β-amylases and thus confirming that are exo-acting hydrolases. The results provide a detailed view of the main residues involved in catalysis in this kind of enzyme.
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Abstract
BACKGROUND Drug approval applications to the FDA have shown a remarkably small increment compared with what was expected. In the last few years several efforts have been made to improve the results of rational drug design approaches and in particular to predict inhibitor-target structure and to evaluate the free energy of binding. Virtual database screening, combined with other computational methods, is one of the most promising methods to overcome this key issue. OBJECTIVE It is possible to understand how computational medicinal chemistry is changing, improving from its errors and moving towards becoming a more important tool for drug development. METHODS Some of the most recent modeling techniques have been presented and in particular the benefits of combining these techniques are highlighted. RESULTS/CONCLUSION At present computational chemists can understand the peculiar problems associated with the study of biological systems and on this basis they can choose the right collection of complementary in silico approaches to solve the medicinal chemistry problem in a better manner.
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Affiliation(s)
- Andrea Bortolato
- University of Padova, Molecular Modeling Section, Department of Pharmaceutical Sciences, Via Marzolo 5, 35131 Padova, Italy +39 049 8275704 ; +39 049 827 5366 ;
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Amitay-Rosen T, Kababya S, Vega S. A Dynamic Magic Angle Spinning NMR Study of the Local Mobility of Alanine in an Aqueous Environment at the Inner Surface of Mesoporous Materials. J Phys Chem B 2009; 113:6267-82. [DOI: 10.1021/jp810572r] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Tal Amitay-Rosen
- Chemical Physics Department, The Weizmann Institute of Science, Rehovot, Israel 76100, Schulich Faculty of Chemisty, Technion, Haifa, Israel 32000
| | - Shifi Kababya
- Chemical Physics Department, The Weizmann Institute of Science, Rehovot, Israel 76100, Schulich Faculty of Chemisty, Technion, Haifa, Israel 32000
| | - Shimon Vega
- Chemical Physics Department, The Weizmann Institute of Science, Rehovot, Israel 76100, Schulich Faculty of Chemisty, Technion, Haifa, Israel 32000
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Abstract
The presence of water molecules plays an important role in the accuracy of ligand-protein docking predictions. Comprehensive docking simulations have been performed on a large set of ligand-protein complexes whose crystal structures contain water molecules in their binding sites. Only those water molecules found in the immediate vicinity of both the ligand and the protein were considered. We have investigated whether prior optimization of the orientation of water molecules in either the presence or absence of the bound ligand has any effect on the accuracy of docking predictions. We have observed a statistically significant overall increase in accuracy when water molecules are included during docking simulations and have found this to be independent of the method of optimization of the orientation of water molecules. These results confirm the importance of including water molecules whenever possible in a ligand-protein docking simulation. Our findings also reveal that prior optimization of the orientation of water molecules, in the absence of any bound ligand, does not have a detrimental effect on the improved accuracy of ligand-protein docking. This is important, given the use of docking simulations to predict the binding modes of new ligands or drug molecules.
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Affiliation(s)
- Benjamin C Roberts
- School of Pharmacy, Curtin University of Technology, GPO Box U1987, Perth WA 6845, Australia
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Calderon-Kawasaki K, Kularatne S, Li YH, Noll BC, Scheidt WR, Burns DH. Synthesis of urea picket porphyrins and their use in the elucidation of the role buried solvent plays in the selectivity and stoichiometry of anion binding receptors. J Org Chem 2007; 72:9081-7. [PMID: 17973429 PMCID: PMC2518125 DOI: 10.1021/jo701443c] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The synthesis of alpha,alpha-5,10-diurea and alpha,alpha,alpha-5,10,15-triurea picket porphyrins are detailed in this report. In previous reports, these porphyrins, along with alpha,alpha,alpha,alpha-5,10,15,20-tetraurea picket porphyrin, were used to demonstrate the important role one buried solvent molecule plays in the selectivity and stoichiometry of binding inorganic anions. Building on prior work, this report discusses the results of acetate anion binding studies between tetra- and diurea picket porphyrins (the latter does not contain a buried solvent molecule in the anion-receptor complex), compares differences in thermodynamic data obtained from van't Hoff plots of a porphyrin anion receptor able to utilize buried solvent in its binding motif with one that does not, and compares the crystal structure of a tetraurea porphyrin 1-chloride anion complex that contains buried solvent with new X-ray crystal structures of tetraurea porphyrin 1-dichloride or bisdihydrogenphosphate anion complexes that contain no buried solvent. Data from our previous work, and the work described herein, demonstrates that one buried solvent molecule provides stability to the receptor-anion complex that is similar in energy to a moderately strong hydrogen bond.
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Torelli AT, Krucinska J, Wedekind JE. A comparison of vanadate to a 2'-5' linkage at the active site of a small ribozyme suggests a role for water in transition-state stabilization. RNA (NEW YORK, N.Y.) 2007; 13:1052-70. [PMID: 17488874 PMCID: PMC1894929 DOI: 10.1261/rna.510807] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
The potential for water to participate in RNA catalyzed reactions has been the topic of several recent studies. Here, we report crystals of a minimal, hinged hairpin ribozyme in complex with the transition-state analog vanadate at 2.05 A resolution. Waters are present in the active site and are discussed in light of existing views of catalytic strategies employed by the hairpin ribozyme. A second structure harboring a 2',5'-phosphodiester linkage at the site of cleavage was also solved at 2.35 A resolution and corroborates the assignment of active site waters in the structure containing vanadate. A comparison of the two structures reveals that the 2',5' structure adopts a conformation that resembles the reaction intermediate in terms of (1) the positioning of its nonbridging oxygens and (2) the covalent attachment of the 2'-O nucleophile with the scissile G+1 phosphorus. The 2',5'-linked structure was then overlaid with scissile bonds of other small ribozymes including the glmS metabolite-sensing riboswitch and the hammerhead ribozyme, and suggests the potential of the 2',5' linkage to elicit a reaction-intermediate conformation without the need to form metalloenzyme complexes. The hairpin ribozyme structures presented here also suggest how water molecules bound at each of the nonbridging oxygens of G+1 may electrostatically stabilize the transition state in a manner that supplements nucleobase functional groups. Such coordination has not been reported for small ribozymes, but is consistent with the structures of protein enzymes. Overall, this work establishes significant parallels between the RNA and protein enzyme worlds.
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Affiliation(s)
- Andrew T Torelli
- Department of Biochemistry and Biophysics, Rochester, NY 14642, USA
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Andrews S, Corwin J, Landry B, Martin M, Parnass K, Suen A, Turnbull MM, Schneider RT, Landee CP, Awwadi FF. Bis(2-Amino-5-bromopyrimidinium) Tetrahalometallates: Crystal structures of (2-amino-5-bromopyrimidinium)2 MCl4 (M = Co, Zn). J COORD CHEM 2007. [DOI: 10.1080/00958970600559385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Sebastian Andrews
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Jessica Corwin
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Brian Landry
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Michaela Martin
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Katherine Parnass
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Andrew Suen
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Mark M. Turnbull
- a Carlson School of Chemistry and Biochemistry , Clark University , Worcester, MA 01610, USA
| | - Ryan T. Schneider
- b Department of Physics , Clark University , Worcester, MA 01610, USA
| | | | - Firas F. Awwadi
- c Department of Chemistry , Washington State University , Pullman, WA 99164, USA
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Yun YS, Lee W, Shin S, Oh BH, Choi KY. Arg-158 Is Critical in Both Binding the Substrate and Stabilizing the Transition-state Oxyanion for the Enzymatic Reaction of Malonamidase E2. J Biol Chem 2006; 281:40057-64. [PMID: 17077089 DOI: 10.1074/jbc.m604515200] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Malonamidase E2 (MAE2) from Bradyrhizobium japonicum is an enzyme that hydrolyzes malonamate to malonate and has a Ser-cis-Ser-Lys catalytic triad at the active site. The crystal structures of wild type and mutant MAE2 exhibited that the guanido group of Arg-158 could be involved in the binding of malonamate in which the negative charge of the carboxyl group could destabilize a negatively charged transition-state oxyanion in the enzymatic reaction. In an attempt to elucidate the specific roles of Arg-158, site-directed mutants, R158Q, R158E, and R158K, were prepared (see Table 1). The crystal structure of R158Q determined at 2.2 Angstrom resolution showed that the guanido group of Arg-158 was important for the substrate binding with the marginal structural change upon the mutation. The k(cat) value of R158Q significantly decreased by over 1500-fold and the catalytic activity of R158E could not be detected. The k(cat) value of R158K was similar to that of the wild type with the K(m) value drastically increased by 100-fold, suggesting that Lys-158 of R158K can stabilize the negative charge of the carboxylate in the substrate to some extent and contribute to the stabilization of the transition-state oxyanion, but a single amine group of Lys-158 in R158K could not precisely anchor the carboxyl group of malonamate compared with the guanido group of Arg-158. Our kinetic and structural evidences demonstrate that Arg-158 in MAE2 should be critical to both binding the substrate and stabilizing the transition-state oxyanion for the catalytic reaction of MAE2.
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Affiliation(s)
- Young Sung Yun
- Department of Life Sciences, National CRI Center for Biomolecular Recognition, Pohang University of Science and Technology, Pohang 790-784, South Korea
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Ramirez UD, Freymann DM. Analysis of protein hydration in ultrahigh-resolution structures of the SRP GTPase Ffh. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2006; 62:1520-34. [PMID: 17139088 PMCID: PMC3543702 DOI: 10.1107/s0907444906040807] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2006] [Accepted: 10/03/2006] [Indexed: 11/10/2022]
Abstract
Two new structures of the SRP GTPase Ffh have been determined at 1.1 A resolution and provide the basis for comparative examination of the extensive water structure of the apo conformation of these GTPases. A set of well defined water-binding positions have been identified in the active site of the two-domain ;NG' GTPase, as well as at two functionally important interfaces. The water hydrogen-bonding network accommodates alternate conformations of the protein side chains by undergoing local rearrangements and, in one case, illustrates binding of a solute molecule within the active site by displacement of water molecules without further disruption of the water-interaction network. A subset of the water positions are well defined in several lower resolution structures, including those of different nucleotide-binding states; these appear to function in maintaining the protein structure. Consistent arrangements of surface water between three different ultrahigh-resolution structures provide a framework for beginning to understand how local water structure contributes to protein-ligand and protein-protein binding in the SRP GTPases.
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Burns DH, Calderon-Kawasaki K, Kularatne S. Buried Solvent Determines Both Anion-Binding Selectivity and Binding Stoichiometry with Hydrogen-Bonding Receptors. J Org Chem 2005; 70:2803-7. [PMID: 15787574 DOI: 10.1021/jo047756r] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
[reaction: see text] The crystal structure of a tetraurea picket porphyrin-chloride anion complex has previously shown the anion to be situated between two adjacent ureas and hydrogen bonded via four NH protons (J. Am. Chem. Soc. 1998, 120, 11684-11692). The porphyrin receptor also binds a DMSO molecule and utilizes it as a participant in its anion recognition unit, in a manner similar to enzymes that bind water for use as part of their substrate recognition unit. The bound solvent molecule determines the anion-binding affinity, selectivity, and stoichiometry of binding. With a bound DMSO molecule, the tetraurea picket porphyrin is a highly selective receptor for chloride anion and binds all anions with a 1:1 binding stoichiometry. Absent the buried DMSO molecule, the receptor is selective for phosphate anion and binds chloride and phosphate anions with both 1:1 and 1:2 receptor-anion stoichiometries. Additionally, a remarkable reversal in the selectivity of anion complexation between various picket porphyrin receptors is observed, wherein the binding constant ratios change over 3 orders of magnitude as the receptor's number of urea pickets change from four to two. The latter receptor has no urea pickets available to bind to solvent after complexation with an anion. The results demonstrate that anion complexation with hydrogen-bonding receptors in a competitive solvent is enhanced when a ubiquitous solvent molecule is incorporated into the binding motif. In this way, competitive solvent adds to the overall complexation energy and thereby strengthens binding rather than weakens it, as commonly believed. The results are pertinent to drug design, for they suggest that pharmaceuticals need not be completely desolvated to selectively bind to their biological target when water can be included in the binding motif.
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Affiliation(s)
- Dennis H Burns
- Department of Chemistry, Wichita State University, Wichita, Kansas 67260-0051, USA.
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