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Kousaxidis A, Petrou A, Lavrentaki V, Fesatidou M, Nicolaou I, Geronikaki A. Aldose reductase and protein tyrosine phosphatase 1B inhibitors as a promising therapeutic approach for diabetes mellitus. Eur J Med Chem 2020; 207:112742. [PMID: 32871344 DOI: 10.1016/j.ejmech.2020.112742] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 08/06/2020] [Indexed: 02/07/2023]
Abstract
Diabetes mellitus is a metabolic disease characterized by high blood glucose levels and usually associated with several chronic pathologies. Aldose reductase and protein tyrosine phosphatase 1B enzymes have identified as two novel molecular targets associated with the onset and progression of type II diabetes and related comorbidities. Although many inhibitors against these enzymes have already found in the field of diabetic mellitus, the research for discovering more effective and selective agents with optimal pharmacokinetic properties continues. In addition, dual inhibition of these target proteins has proved as a promising therapeutic approach. A variety of diverse scaffolds are presented in this review for the future design of potent and selective inhibitors of aldose reductase and protein tyrosine phosphatase 1B based on the most important structural features of both enzymes. The discovery of novel dual aldose reductase and protein tyrosine phosphatase 1B inhibitors could be effective therapeutic molecules for the treatment of insulin-resistant type II diabetes mellitus. The methods used comprise a literature survey and X-ray crystal structures derived from Protein Databank (PDB). Despite the available therapeutic options for type II diabetes mellitus, the inhibitors of aldose reductase and protein tyrosine phosphatase 1B could be two promising approaches for the effective treatment of hyperglycemia and diabetes-associated pathologies. Due to the poor pharmacokinetic profile and low in vivo efficacy of existing inhibitors of both targets, the research turned to more selective and cell-permeable agents as well as multi-target molecules.
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Affiliation(s)
- Antonios Kousaxidis
- School of Health, Department of Pharmacy, Aristotle University of Thessaloniki, 54124, Greece
| | - Anthi Petrou
- School of Health, Department of Pharmacy, Aristotle University of Thessaloniki, 54124, Greece
| | - Vasiliki Lavrentaki
- School of Health, Department of Pharmacy, Aristotle University of Thessaloniki, 54124, Greece
| | - Maria Fesatidou
- School of Health, Department of Pharmacy, Aristotle University of Thessaloniki, 54124, Greece
| | - Ioannis Nicolaou
- School of Health, Department of Pharmacy, Aristotle University of Thessaloniki, 54124, Greece
| | - Athina Geronikaki
- School of Health, Department of Pharmacy, Aristotle University of Thessaloniki, 54124, Greece.
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2
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Paidimuddala B, Mohapatra SB, Gummadi SN, Manoj N. Crystal structure of yeast xylose reductase in complex with a novel NADP-DTT adduct provides insights into substrate recognition and catalysis. FEBS J 2018; 285:4445-4464. [PMID: 30269423 DOI: 10.1111/febs.14667] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 09/13/2018] [Accepted: 09/26/2018] [Indexed: 11/30/2022]
Abstract
Aldose reductases (ARs) belonging to the aldo-keto reductase (AKR) superfamily catalyze the conversion of carbonyl substrates into their respective alcohols. Here we report the crystal structures of the yeast Debaryomyces nepalensis xylose reductase (DnXR, AKR2B10) in the apo form and as a ternary complex with a novel NADP-DTT adduct. Xylose reductase, a key enzyme in the conversion of xylose to xylitol, has several industrial applications. The enzyme displayed the highest catalytic efficiency for l-threose (138 ± 7 mm-1 ·s-1 ) followed by d-erythrose (30 ± 3 mm-1 ·s-1 ). The crystal structure of the complex reveals a covalent linkage between the C4N atom of the nicotinamide ring of the cosubstrate and the S1 sulfur atom of DTT and provides the first structural evidence for a protein mediated NADP-low-molecular-mass thiol adduct. We hypothesize that the formation of the adduct is facilitated by an in-crystallo Michael addition of the DTT thiolate to the specific conformation of bound NADPH in the active site of DnXR. The interactions between DTT, a four-carbon sugar alcohol analog, and the enzyme are representative of a near-cognate product ternary complex and provide significant insights into the structural basis of aldose binding and specificity and the catalytic mechanism of ARs. DATABASE: Structural data are available in the PDB under the accession numbers 5ZCI and 5ZCM.
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Affiliation(s)
- Bhaskar Paidimuddala
- Applied and Industrial Microbiology Laboratory, Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
| | - Samar B Mohapatra
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
| | - Sathyanarayana N Gummadi
- Applied and Industrial Microbiology Laboratory, Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
| | - Narayanan Manoj
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, India
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3
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Dréanic MP, Edge CM, Tuttle T. New Insights into the Catalytic Mechanism of Aldose Reductase: A QM/MM Study. ACS OMEGA 2017; 2:5737-5747. [PMID: 30023751 PMCID: PMC6044956 DOI: 10.1021/acsomega.7b00815] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 08/28/2017] [Indexed: 06/08/2023]
Abstract
Aldose reductase is the first enzyme of the polyol pathway in which glucose is converted to fructose via sorbitol. The understanding of this key enzyme is important as it has been linked to some diabetes mellitus complications. The mechanism of the enzyme was investigated using a hybrid quantum mechanics/molecular mechanics (QM/MM) method. It was found that depending on the protonation state of His110 the mechanism can be concerted or stepwise and the proton donor can be either Tyr48 or His110. These findings are different from the previous theoretical studies based on QM/MM calculations using either AM1 or HF/4-31G, in which the reduction is, respectively, a stepwise or one-step process. The QM/MM energy barriers for the reduction of d-glyceraldehyde were evaluated at a B3LYP/6-31G* level for both HIP and HIE protonation states of His110. These were, respectively, 6.5 ± 2.2 and 16.7 ± 1.0 kcal/mol, which makes only the HIE protonation state consistent with the experimental value of 14.8 kcal/mol derived from kinetics experiments and makes Tyr48 the most probable proton donor.
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Affiliation(s)
- Marie-Pierre Dréanic
- Medicines
Research Centre, GlaxoSmithKline, Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K.
- Department
of Pure and Applied Chemistry, WestCHEM, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, U.K.
| | - Colin M. Edge
- Medicines
Research Centre, GlaxoSmithKline, Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K.
| | - Tell Tuttle
- Department
of Pure and Applied Chemistry, WestCHEM, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, U.K.
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Ogrizek M, Konc J, Bren U, Hodošček M, Janežič D. Role of magnesium ions in the reaction mechanism at the interface between Tm1631 protein and its DNA ligand. Chem Cent J 2016; 10:41. [PMID: 27398092 PMCID: PMC4939058 DOI: 10.1186/s13065-016-0188-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2016] [Accepted: 06/27/2016] [Indexed: 12/24/2022] Open
Abstract
A protein, Tm1631 from the hyperthermophilic organism Thermotoga maritima belongs to a domain of unknown function protein family. It was predicted that Tm1631 binds with the DNA and that the Tm1631–DNA complex is an endonuclease repair system with a DNA repair function (Konc et al. PLoS Comput Biol 9(11): e1003341, 2013). We observed that the severely bent, strained DNA binds to the protein for the entire 90 ns of classical molecular dynamics (MD) performed; we could observe no significant changes in the most distorted region of the DNA, where the cleavage of phosphodiester bond occurs. In this article, we modeled the reaction mechanism at the interface between Tm1631 and its proposed ligand, the DNA molecule, focusing on cleavage of the phosphodiester bond. After addition of two Mg2+ ions to the reaction center and extension of classical MD by 50 ns (totaling 140 ns), the DNA ligand stayed bolted to the protein. Results from density functional theory quantum mechanics/molecular mechanics (QM/MM) calculations suggest that the reaction is analogous to known endonuclease mechanisms: an enzyme reaction mechanism with two Mg2+ ions in the reaction center and a pentacovalent intermediate. The minimum energy pathway profile shows that the phosphodiester bond cleavage step of the reaction is kinetically controlled and not thermodynamically because of a lack of any energy barrier above the accuracy of the energy profile calculation. The role of ions is shown by comparing the results with the reaction mechanisms in the absence of the Mg2+ ions where there is a significantly higher reaction barrier than in the presence of the Mg2+ ions.A protein, Tm1631 from the hyperthermophilic organism Thermotoga maritima belongs to a domain of unknown function protein family. We modeled the reaction mechanism at the interface between Tm1631 and its proposed ligand, the DNA molecule, focusing on cleavage of the phosphodiester bond ![]()
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Affiliation(s)
- Mitja Ogrizek
- National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia
| | - Janez Konc
- National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia ; Laboratory for Physical Chemistry and Thermodynamics, Faculty of Chemistry and Chemical Technology, University of Maribor, Smetanova ulica 17, 2000 Maribor, Slovenia ; Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška 8, 6000 Koper, Slovenia
| | - Urban Bren
- National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia ; Laboratory for Physical Chemistry and Thermodynamics, Faculty of Chemistry and Chemical Technology, University of Maribor, Smetanova ulica 17, 2000 Maribor, Slovenia ; Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška 8, 6000 Koper, Slovenia
| | - Milan Hodošček
- National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia
| | - Dušanka Janežič
- Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška 8, 6000 Koper, Slovenia
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YAO YUAN, HAN WEIWEI, ZHOU YIHAN, LUO QUAN, LI ZESHENG. CATALYTIC REACTION MECHANISM OF HUMAN PHOTORECEPTOR RETINOL DEHYDROGENASE: A THEORETICAL STUDY. JOURNAL OF THEORETICAL & COMPUTATIONAL CHEMISTRY 2011. [DOI: 10.1142/s0219633608003964] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Human photoreceptor retinol dehydrogenase (hRDH8) catalyzes the reduction of all-trans-retinal to all-trans-retinol with NADPH as a rate-limiting step in the visual cycle. Based on the docking results of the substrate to the 3D structure of hRDH8 which is generated by homology modeling method, three quantum chemical calculation models with different sizes were used to investigate the catalytic reaction mechanism of hRDH8 with the aid of density functional theory. The calculations indicate that hRDH8 employs a general acid/base mechanism that a proton is transferred to the keto oxygen of the substrate after the pro-S hydride of NADPH transfer to keto carbon of the substrate. The H-transfer order is converse to that in the proposed mechanism of 17ß-hydroxysteroid dehydrogenase 1, which is highly related to the hRDH8 sequence. Tyr155 always provides the proton to the keto oxygen of the substrate whether unprotonated Lys159 is considered or not in the calculation models. However, protonated Lys159 changes the initial mechanism and replaces Tyr155 to provide the proton to the keto oxygen of the substrate. Moreover, protonated Lys159 can also decrease very effectively the Gibbs free energy barrier to make the reaction indeed energetically feasible. The role of Lys159 in hRDH8 is different from that in 17ß-hydroxysteroid dehydrogenase 1. The solvent effect calculations indicate that the reaction is more feasible energetically in the protein electrostatic environment than in the gas phase.
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Affiliation(s)
- YUAN YAO
- Institute of Theoretical Chemistry, State Key Laboratory of Theoretical and Computational Chemistry, Jilin University, Changchun 130023, P. R. China
| | - WEI-WEI HAN
- Institute of Theoretical Chemistry, State Key Laboratory of Theoretical and Computational Chemistry, Jilin University, Changchun 130023, P. R. China
| | - YI-HAN ZHOU
- Institute of Theoretical Chemistry, State Key Laboratory of Theoretical and Computational Chemistry, Jilin University, Changchun 130023, P. R. China
| | - QUAN LUO
- Institute of Theoretical Chemistry, State Key Laboratory of Theoretical and Computational Chemistry, Jilin University, Changchun 130023, P. R. China
| | - ZE-SHENG LI
- Institute of Theoretical Chemistry, State Key Laboratory of Theoretical and Computational Chemistry, Jilin University, Changchun 130023, P. R. China
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Ma J, Cao D. Human aldo-keto reductases: structure, substrate specificity and roles in tumorigenesis. Biomol Concepts 2011; 2:115-26. [PMID: 25962023 DOI: 10.1515/bmc.2011.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The aldo-keto reductase (AKR) superfamily consists of over 150 protein members sharing similar structure and enzymatic activities. To date, 13 human AKRs have been identified, and they participate in xenobiotic detoxification, biosynthesis and metabolism. Increasing evidence suggests the involvement of human AKR proteins in cancer development, progression and treatment. Some proteins demonstrate multiple functional features in addition to being a reductase for carbonyl groups. This review article discusses the most recent progress made in the study of humans AKRs.
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7
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Experimental validation and docking studies of flavone derivatives on aldose reductase involved in diabetic retinopathy, neuropathy, and nephropathy. Med Chem Res 2010. [DOI: 10.1007/s00044-010-9412-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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8
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Wang Z, Ling B, Zhang R, Suo Y, Liu Y, Yu Z, Liu C. Docking and molecular dynamics studies toward the binding of new natural phenolic marine inhibitors and aldose reductase. J Mol Graph Model 2009; 28:162-9. [PMID: 19616461 DOI: 10.1016/j.jmgm.2009.06.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2009] [Revised: 06/05/2009] [Accepted: 06/13/2009] [Indexed: 11/29/2022]
Abstract
Phenolic marine natural product is a kind of new potential aldose reductase inhibitors (ARIs). In order to investigate the binding mode and inhibition mechanism, molecular docking and dynamics studies were performed to explore the interactions of six phenolic inhibitors with human aldose reductase (hALR2). Considering physiological environment, all the neutral and other two ionized states of each phenolic inhibitor were adopted in the simulation. The calculations indicate that all the inhibitors are able to form stable hydrogen bonds with the hALR2 active pocket which is mainly constructed by residues TYR48, HIS110 and TRP111, and they impose the inhibition effect by occupying the active space. In all inhibitors, only La and its two ionized derivatives La_ion1 and La_ion2, in which neither of the ortho-hydrogens of 3-hydroxyl is substituted by Br, bind with hALR2 active residues using the terminal 3-hydroxyl. While, all the other inhibitors, at least one of whose ortho-sites of 3- and 6-hydroxyls are substituted by Br substituent which take much electron-withdrawing effect and steric hindrance, bind with hALR2 through the lactone group. This means that the Br substituent can effectively regulate the binding modes of phenolic inhibitors. Although the lactone bound inhibitors have relatively high RMSD values, our dynamics study shows that both binding modes are of high stability. For each inhibitor molecule, the ionization does not change its original binding mode, but it does gradually increase the binding free energy, which reveals that besides hydrogen bonds, the electrostatic effect is also important to the inhibitor-hALR2 interaction.
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Affiliation(s)
- Zhiguo Wang
- Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, Qinghai 810001, China
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9
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Barski OA, Tipparaju SM, Bhatnagar A. The aldo-keto reductase superfamily and its role in drug metabolism and detoxification. Drug Metab Rev 2008; 40:553-624. [PMID: 18949601 PMCID: PMC2663408 DOI: 10.1080/03602530802431439] [Citation(s) in RCA: 363] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The aldo-keto reductase (AKR) superfamily comprises enzymes that catalyze redox transformations involved in biosynthesis, intermediary metabolism, and detoxification. Substrates of AKRs include glucose, steroids, glycosylation end-products, lipid peroxidation products, and environmental pollutants. These proteins adopt a (beta/alpha)(8) barrel structural motif interrupted by a number of extraneous loops and helixes that vary between proteins and bring structural identity to individual families. The human AKR family differs from the rodent families. Due to their broad substrate specificity, AKRs play an important role in the phase II detoxification of a large number of pharmaceuticals, drugs, and xenobiotics.
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Affiliation(s)
- Oleg A Barski
- Division of Cardiology, Department of Medicine, Institute of Molecular Cardiology, University of Louisville, Louisville, Kentucky 40202, USA.
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10
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Mlinsek G, Oblak M, Hodoscek M, Solmajer T. Thrombin inhibitors with novel P1 binding pocket functionality: free energy of binding analysis. J Mol Model 2006; 13:247-54. [PMID: 17013633 DOI: 10.1007/s00894-006-0136-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2006] [Accepted: 07/12/2006] [Indexed: 10/24/2022]
Abstract
The high incidence of thrombembolic diseases justifies the development of new antithrombotics. The search for a direct inhibitor has resulted in the synthesis of a considerable number of low molecular weight molecules that inhibit human alpha-thrombin potently. However, efforts to develop an orally active drug remain in progress as the most active inhibitors with a highly basic P1 moiety exhibit an unsatisfactory bioavailability profile. In our previous work we solved several X-ray structures of human alpha-thrombin in complexes with (1) novel bicyclic arginine mimetics attached to the glycylproline amide and pyridinone acetamide scaffold and (2) inhibitors with a novel aza scaffold and with charged or neutral P1 moieties. In the present contribution, we correlate the structures of the complex between these inhibitors and the protein with the calculated free energy of binding. The energy of solvation was calculated using the Poisson-Boltzmann approach. In particular, the requirements for successful recognition of an inhibitor at the protein's active site pocket S1 are discussed.
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Affiliation(s)
- Gregor Mlinsek
- National Institute of Chemistry, POB 660, Hajdrihova 19, 1001, Ljubljana, Slovenia
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11
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Hu L, Chen G, Chau RMW. A neural networks-based drug discovery approach and its application for designing aldose reductase inhibitors. J Mol Graph Model 2005; 24:244-53. [PMID: 16226911 DOI: 10.1016/j.jmgm.2005.09.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2005] [Revised: 09/09/2005] [Accepted: 09/09/2005] [Indexed: 12/01/2022]
Abstract
A novel approach that combines neural networks, computer docking and quantum mechanical method is developed to design potent aldose reductase inhibitors (ARIs). Neural networks is employed to determine the quantitative structure-activity relationship (QSAR) among the known ARIs. The physical descriptors of the neural networks, such as electronegativity and molar volume, are evaluated with first-principles quantum mechanical method. Based on the QSAR, new candidates for ARI are predicted, and subsequently screened via computer docking technique. The surviving candidates are further tested via quantum mechanical calculation for their bindings to aldose reductase. We find that the best 49 predicted ARI candidates have better calculated binding energies than those of experimentally known drug candidates.
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Affiliation(s)
- LiHong Hu
- Department of Chemistry, The University of Hong Kong, Pokfulam, HKSAR, Hong Kong, China
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12
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Friesner RA, Guallar V. AB INITIO QUANTUM CHEMICAL AND MIXED QUANTUM MECHANICS/MOLECULAR MECHANICS (QM/MM) METHODS FOR STUDYING ENZYMATIC CATALYSIS. Annu Rev Phys Chem 2005; 56:389-427. [PMID: 15796706 DOI: 10.1146/annurev.physchem.55.091602.094410] [Citation(s) in RCA: 445] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We describe large scale ab initio quantum chemical and mixed quantum mechanics/molecular mechanics (QM/MM) methods for studying enzymatic reactions. First, technical aspects of the methodology are reviewed, including the hybrid density functional theory (DFT) methods that are typically employed for the QM aspect of the calculations, and various approaches to defining the interface between the QM and MM regions in QM/MM approaches. The modeling of the enzymatic catalytic cycle for three examples--methane monooxygenase, cytochrome P450, and triose phosphate isomerase--are discussed in some depth, followed by a brief summary of other systems that have been investigated by ab initio methods over the past several years. Finally, a discussion of the qualitative and quantitative conclusions concerning enzymatic catalysis that are available from modern ab initio approaches is presented, followed by a conclusion briefly summarizing future prospects.
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Affiliation(s)
- Richard A Friesner
- Department of Chemistry, Columbia University, New York, New York 10027, USA.
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13
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Miyamoto S. Recent advances in aldose reductase inhibitors: potential agents for the treatment of diabetic complications. Expert Opin Ther Pat 2005. [DOI: 10.1517/13543776.12.5.621] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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14
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Srivastava S, Spite M, Trent JO, West MB, Ahmed Y, Bhatnagar A. Aldose reductase-catalyzed reduction of aldehyde phospholipids. J Biol Chem 2004; 279:53395-406. [PMID: 15465833 PMCID: PMC3475326 DOI: 10.1074/jbc.m403416200] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Oxidation of unsaturated phospholipids results in the generation of aldehyde side chains that remain esterified to the phospholipid backbone. Such "core" aldehydes elicit immune responses and promote inflammation. However, the biochemical mechanisms by which phospholipid aldehydes are metabolized or detoxified are not well understood. In the studies reported here, we examined whether aldose reductase (AR), which reduces hydrophobic aldehydes, metabolizes phospholipid aldehydes. Incubation with AR led to the reduction of 5-oxovaleroyl, 7-oxo-5-heptenoyl, 5-hydroxy-6-oxo-caproyl, and 5-hydroxy-8-oxo-6-octenoyl phospholipids generated upon oxidation of 1-palmitoyl-2-arachidonoyl-sn-glycero-3-phosphocholine (PAPC). The enzyme also catalyzed the reduction of phospholipid aldehydes generated from the oxidation of 1-alkyl, and 1-alkenyl analogs of PAPC, and 1-palmitoyl-2-arachidonoyl phosphatidic acid or phosphoglycerol. Aldose reductase catalyzed the reduction of chemically synthesized 1-palmitoyl-2-(5-oxovaleroyl)-sn-glycero-3-phosphatidylcholine (POVPC) with a K(m) of 10 mum. Addition of POVPC to the culture medium led to incorporation and reduction of the aldehyde in COS-7 and THP-1 cells. Reduction of POVPC in these cells was prevented by the AR inhibitors sorbinil and tolrestat and was increased in COS-7 cells overexpressing AR. Together, these observations suggest that AR may be a significant participant in the metabolism of several structurally diverse phospholipid aldehydes. This metabolism may be a critical regulator of the pro-inflammatory and immunogenic effects of oxidized phospholipids.
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Affiliation(s)
- Sanjay Srivastava
- Institute of Molecular Cardiology, University of Louisville, Louisville, Kentucky 40202
| | - Matthew Spite
- Institute of Molecular Cardiology, University of Louisville, Louisville, Kentucky 40202
| | - John O. Trent
- James Brown Cancer Center, Department of Medicine, University of Louisville, Louisville, Kentucky 40202
| | - Matthew B. West
- Institute of Molecular Cardiology, University of Louisville, Louisville, Kentucky 40202
| | - Yonis Ahmed
- Institute of Molecular Cardiology, University of Louisville, Louisville, Kentucky 40202
| | - Aruni Bhatnagar
- To whom correspondence should be addressed: Division of Cardiology, Dept. of Medicine, Delia Baxter Bldg., 580 S. Preston St., Room 421F, University of Louisville, Louisville, KY 40202. Tel.: 502-852-5966; Fax: 502-852-3663;
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16
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Barbany M, Gutiérrez-de-Terán H, Sanz F, Villà-Freixa J, Warshel A. On the generation of catalytic antibodies by transition state analogues. Chembiochem 2003; 4:277-85. [PMID: 12672107 DOI: 10.1002/cbic.200390048] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The effective design of catalytic antibodies represents a major conceptual and practical challenge. It is implicitly assumed that a proper transition state analogue (TSA) can elicit a catalytic antibody (CA) that will catalyze the given reaction in a similar way to an enzyme that would evolve (or was evolved) to catalyze this reaction. However, in most cases it was found that the TSA used produced CAs with relatively low rate enhancement as compared to the corresponding enzymes, when these exist. The present work explores the origin of this problem, by developing two approaches that examine the similarity of the TSA and the corresponding transition state (TS). These analyses are used to assess the proficiency of the CA generated by the given TSA. Both approaches focus on electrostatic effects that have been found to play a major role in enzymatic reactions. The first method uses molecular interaction potentials to look for the similarity between the TSA and the TS and, in principle, to help in designing new haptens by using 3D quantitative structure-activity relationships. The second and more quantitative approach generates a grid of Langevin dipoles, which are polarized by the TSA, and then uses the grid to bind the TS. Comparison of the resulting binding energy with the binding energy of the TS to the grid that was polarized by the TS provides an estimate of the proficiency of the given CA. Our methods are used in examining the origin of the difference between the catalytic power of the 1F7 CA and chorismate mutase. It is demonstrated that the relatively small changes in charge and structure between the TS and TSA are sufficient to account for the difference in proficiency between the CA and the enzyme. Apparently the environment that was preorganized to stabilize the TSA charge distribution does not provide a sufficient stabilization to the TS. The general implications of our findings and the difficulties in designing a perfect TSA are discussed. Finally, the possible use of our approach in screening for an optimal TSA is pointed out.
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Affiliation(s)
- Montserrat Barbany
- Computational Structural Biology Laboratory, Research Group on Biomedical Informatics (GRIB)-IMIM/UPF Passeig Marítim de la Barceloneta 37-49 08003 Barcelona, Spain
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17
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Lee YS, Hodoscek M, Kador PF, Sugiyama K. Hydrogen bonding interactions between aldose reductase complexed with NADP(H) and inhibitor tolrestat studied by molecular dynamics simulations and binding assay. Chem Biol Interact 2003; 143-144:307-16. [PMID: 12604217 DOI: 10.1016/s0009-2797(02)00188-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Molecular dynamics simulations and binding affinity studies have been carried out in order to probe the effect of the charge state of His110 and cofactor NADPH on the binding affinity of the potent inhibitor tolrestat to aldose reductase (ALR2) complexed with either NADPH or NADP(+). Molecular dynamics simulations of ALR2-NADP(+)-tolrestat indicate that the carboxylate group of tolrestat forms a hydrogen bond with Tyr48 and His110 of ALR2 regardless of the charge state of His110. In the case of ALR2-NADPH-tolrestat, the H-bonding pattern is significantly different from that of ALR2-NADP(+)-tolrestat, in that Tyr48 does not H-bond to tolrestat. The binding affinity of tolrestat to ALR2 complexed with either NADPH or NADP(+) is comparable and pH-dependent. Based on the H-bonding interactions seen in computer simulations, it is proposed that the cationic moiety at the active site of ALR2-NADP(+) and ALR2-NADPH that interacts with the carboxylate of tolrestat is NADP(+) and His110, respectively. The residue that gives rise to the pH-dependent binding of tolrestat to ALR2-NADP(+) and ALR2-NADPH has been identified as Tyr48 and His110, respectively.
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Affiliation(s)
- Yong S Lee
- Center for Molecular Modeling, Center for Information Technology, National Institutes of Health, Bethesda, MD 20892, USA.
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18
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Shurki A, Warshel A. Structure/function correlations of proteins using MM, QM/MM, and related approaches: methods, concepts, pitfalls, and current progress. ADVANCES IN PROTEIN CHEMISTRY 2003; 66:249-313. [PMID: 14631821 DOI: 10.1016/s0065-3233(03)66007-9] [Citation(s) in RCA: 125] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- A Shurki
- Department of Chemistry, University of Southern California, Los Angeles, California 90089-1062, USA
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19
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Artificial neural networks in molecular structures—property studies. ACTA ACUST UNITED AC 2003. [DOI: 10.1016/s0922-3487(03)23008-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023]
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20
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Mulakala C, Reilly PJ. Understanding protein structure-function relationships in Family 47 alpha-1,2-mannosidases through computational docking of ligands. Proteins 2002; 49:125-34. [PMID: 12211022 DOI: 10.1002/prot.10206] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Family 47 alpha-1,2-mannosidases are crucial enzymes involved in N-glycan maturation in the endoplasmic reticula and Golgi apparati of eukaryotic cells. High-resolution crystal structures of the human and yeast endoplasmic reticulum alpha-1,2-mannosidases have been recently determined, the former complexed with the inhibitors 1-deoxymannojirimycin and kifunensine, both of which bind in its active site in the unusual 1C4 conformation. However, unambiguous identification of the catalytic proton donor and nucleophile involved in glycoside bond hydrolysis was not possible from this structural information. In this work, alpha-D-galactose, alpha-D-glucose, and alpha-D-mannose were computationally docked in the active site in the energetically stable 4C1 conformation as well as in the 1C4 conformation to compare their interaction energetics. From these docked structures, a model for substrate and conformer selectivity based on the dimensions of the active site was proposed. Alpha-D-galactopyranosyl-(1-->2)-alpha-D-mannopyranose, alpha-D-glucopyranosyl-(1-->2)-alpha-D-mannopyranose, and alpha-D-mannopyranosyl-(1-->2)-alpha-D-mannopyranose were also docked into the active site with their nonreducing-end residues in the 1C4 and E4 (representing the transition state) conformations. Based on the docked structure of alpha-D-mannopyranosyl-E4-(1-->2)-alpha-D-mannopyranose, the catalytic acid and base are Glu132 and Glu435, respectively.
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Affiliation(s)
- Chandrika Mulakala
- Department of Chemical Engineering, Iowa State University, Ames, Iowa 50011-2230, USA
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21
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Mayr P, Nidetzky B. Catalytic reaction profile for NADH-dependent reduction of aromatic aldehydes by xylose reductase from Candida tenuis. Biochem J 2002; 366:889-99. [PMID: 12003638 PMCID: PMC1222813 DOI: 10.1042/bj20020080] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2002] [Revised: 04/30/2002] [Accepted: 05/10/2002] [Indexed: 11/17/2022]
Abstract
Kinetic substituent effects have been used to examine the catalytic reaction profile of xylose reductase from the yeast Candida tenuis, a representative aldo/keto reductase of primary carbohydrate metabolism. Michaelis-Menten parameters (k(cat) and K(m)) for NADH-dependent enzymic aldehyde reductions have been determined using a homologous series of benzaldehyde derivatives in which substituents in meta and para positions were employed to systematically perturb the properties of the reactive carbonyl group. Kinetic isotope effects (KIEs) on k(cat) and k(cat)/K(m) for enzymic reactions with meta-substituted benzaldehydes have been obtained by using NADH (2)H-labelled in the pro-R C4-H position, and equilibrium constants for the conversion of these aldehydes into the corresponding alcohols (K(eq)) have been measured in the presence of NAD(H) and enzyme. Aldehyde dissociation constants (K(d)) and the hydride transfer rate constant (k(7)) have been calculated from steady-state rate and KIE data. Quantitative structure-activity relationship analysis was used to factor the observed substituent dependence of k(cat)/K(m) into a major electronic effect and a productive positional effect of the para substituent. k(cat)/K(m) (after correction for substituent position) and K(eq) obeyed log-linear correlations over the substituent parameter, Hammett sigma, giving identical slope values (rho) of +1.4 to +1.7, whereas the same Hammett plot for logK(d) yielded rho=-1.5. This leads to the conclusion that electron-withdrawing substituents facilitate the reaction and increase binding to about the same extent. KIE values for k(cat) (1.8) and k(cat)/K(m) (2.7), and likewise k(7), showed no substituent dependence. Therefore, irrespective of the observed changes in reactivity over the substrate series studied no shift in the character of the rate-limiting transition state of hydride transfer occurred. The signs and magnitudes of rho values suggest this transition state to be product-like in terms of charge development at the reactive carbon. Structure-reactivity correlations reveal active-site homologies among NADPH-specific and dual NADPH/NADH-specific yeast xylose reductases and across two aldo/keto reductase families in spite of the phylogenetic separation of the host organisms producing xylose reductase (family 2B) and aldehyde reductase (family 1A).
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Affiliation(s)
- Peter Mayr
- Division of Biochemical Engineering, Institute of Food Technology, University of Agricultural Sciences Vienna (BOKU), Muthgasse 18, Austria
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22
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Abstract
This review discusses methods for the incorporation of quantum mechanical effects into enzyme kinetics simulations in which the enzyme is an explicit part of the model. We emphasize three aspects: (a) use of quantum mechanical electronic structure methods such as molecular orbital theory and density functional theory, usually in conjunction with molecular mechanics; (b) treating vibrational motions quantum mechanically, either in an instantaneous harmonic approximation, or by path integrals, or by a three-dimensional wave function coupled to classical nuclear motion; (c) incorporation of multidimensional tunneling approximations into reaction rate calculations.
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Affiliation(s)
- Jiali Gao
- Department of Chemistry and Supercomputer Institute, University of Minnesota, 207 Pleasant Street S.E., Minneapolis, Minnesota 55455-0431, USA.
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23
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Kawamura M, Eisenhofer G, Kopin IJ, Kador PF, Lee YS, Fujisawa S, Sato S. Aldose reductase: an aldehyde scavenging enzyme in the intraneuronal metabolism of norepinephrine in human sympathetic ganglia. Auton Neurosci 2002; 96:131-9. [PMID: 11958479 DOI: 10.1016/s1566-0702(01)00385-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The neurotransmitter norepinephrine is metabolized by monoamine oxidase into an aldehyde intermediate that is further metabolized to the stable glycol derivative, 3,4-dihydroxyphenylglycol (DHPG). In this study, the possible role of aldose reductase in reducing this aldehyde intermediate in human sympathetic neurons has been examined. DHPG is formed when norepinephrine is incubated with aldose reductase in the presence of monoamine oxidase. DHPG metabolism is inhibited by the monoamine oxidase inhibitor, pargyline which prevents the deamination of norepinephrine, and by the aldose reductase inhibitor AL 1576, which inhibits DHPG formation without affecting the deamination of norepinephrine. Although similar formation of DHPG was observed with human liver aldehyde reductase, the production of DHPG was more effective with aldose reductase than aldehyde reductase. Two peaks of reductase activity corresponding to aldose reductase and aldehyde reductase were observed when sympathetic ganglia were chromatofocused. Molecular modeling studies indicate that the energy-minimized structure of 3,4-dihydroxymandelaldehyde bound to aldose reductase is similar to that of glyceraldehyde where the 2'-hydroxyl group forms hydrogen bonds with Trp111 and NADPH. These results suggest that aldose reductase may be important in metabolizing the potentially toxic aldehyde intermediate formed from norepinephrine in human sympathetic ganglia.
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Affiliation(s)
- Minoru Kawamura
- Clinical Neurocardiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
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24
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Miyamoto S. Molecular Modeling and Structure-based Drug Discovery Studies of Aldose Reductase Inhibitors. CHEM-BIO INFORMATICS JOURNAL 2002. [DOI: 10.1273/cbij.2.74] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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25
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Mlinsek G, Novic M, Hodoscek M, Solmajer T. Prediction of enzyme binding: human thrombin inhibition study by quantum chemical and artificial intelligence methods based on X-ray structures. JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES 2001; 41:1286-94. [PMID: 11604028 DOI: 10.1021/ci000162e] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Thrombin is a serine protease which plays important roles in the human body, the key one being the control of thrombus formation. The inhibition of thrombin has become a target for new antithrombotics. The aim of our work was to (i) construct a model which would enable us to predict Ki values for the binding of an inhibitor into the active site of thrombin based on a database of known X-ray structures of inhibitor-enzyme complexes and (ii) to identify the structural and electrostatic characteristics of inhibitor molecules crucially important to their effective binding. To retain as much of the 3D structural information of the bound inhibitor as possible, we implemented the quantum mechanical/molecular mechanical (QM/MM) procedure for calculating the molecular electrostatic potential (MEP) at the van der Waals surfaces of atoms in the protein's active site. The inhibitor was treated quantum mechanically, while the rest of the complex was treated by classical means. The obtained MEP values served as inputs into the counter-propagation artificial neural network (CP-ANN), and a genetic algorithm was subsequently used to search for the combination of atoms that predominantly influences the binding. The constructed CP-ANN model yielded Ki values predictions with a correlation coefficient of 0.96, with Ki values extended over 7 orders of magnitude. Our approach also shows the relative importance of the various amino acid residues present in the active site of the enzyme for inhibitor binding. The list of residues selected by our automatic procedure is in good correlation with the current consensus regarding the importance of certain crucial residues in thrombin's active site.
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Affiliation(s)
- G Mlinsek
- Laboratory of Molecular Modeling and NMR Spectroscopy and Laboratory of Chemometrics, National Institute of Chemistry, Hajdrihova 19, POB 660, 1001 Ljubljana, Slovenia
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26
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Affiliation(s)
- Jordi Villà
- Department of Chemistry, University of Southern California, Los Angeles, California 90089
| | - Arieh Warshel
- Department of Chemistry, University of Southern California, Los Angeles, California 90089
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27
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Rizner TL, Adamski J, Stojan J. 17Beta-hydroxysteroid dehydrogenase from Cochliobolus lunatus: model structure and substrate specificity. Arch Biochem Biophys 2001; 384:255-62. [PMID: 11368312 DOI: 10.1006/abbi.2000.2064] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A homology-built structural model of 17beta-hydroxysteroid dehydrogenase from the fungus Cochliobolus lunatus, a member of the short-chain dehydrogenase/reductase family, was worked out using the known three-dimensional structure of trihydroxynaphthalene reductase (EC 1.3.1.50) from Magnaporthe grisea as a template. Due to 61% sequence identity, the model also revealed a similar backbone trace. On the basis of qualitative thin-layer chromatography and comparative kinetic tests of the activity toward various potential steroid substrates, we conclude that androgens are more efficiently converted than estrogens. Their specific oxidoreduction predominantly occurs at the C17 position while no significant conversion at C3 and C20 was determined. Additionally, a thousand times effective inhibition by 5-methyl-(1,2,4)-triazolo[3,4-b]benzothiazole and no activity toward 2,3-dihydro-2,5-dihydroxy-4H-benzopyran-4-one indicate distinct specificies of 17beta-hydroxysteroid dehydrogenase from the fungus C. lunatus and trihydroxynaphthalene reductase. The results of the analysis of progress curve measurements for the forward and backward reactions are consistent with the Theorell-Chance reaction mechanism also predicted from the structural model. In accordance with these results, 4-androstene-3,17-dione was docked into the enzyme active site using molecular modeling and dynamics calculations.
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Affiliation(s)
- T L Rizner
- Institute of Biochemistry, Medical Faculty, University of Ljubljana, Slovenia
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28
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29
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Várnai P, Warshel A. Computer Simulation Studies of the Catalytic Mechanism of Human Aldose Reductase. J Am Chem Soc 2000. [DOI: 10.1021/ja994246j] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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30
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Aldose reductase inhibitors: therapeutic implications for diabetic complications. Expert Opin Investig Drugs 1999; 8:2095-2119. [PMID: 11139842 DOI: 10.1517/13543784.8.12.2095] [Citation(s) in RCA: 150] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The 'late complications' of diabetes mellitus, i.e., nephropathy, neuropathy and retinopathy are firmly rooted in inadequate control of blood glucose: hyperglycaemia. Hyperglycaemia causes elevated cytosolic glucose and/or rates of glucose metabolism, i.e., 'hyperglysolia,' within cells of vulnerable tissues. Although the molecular basis for the pathogenic effects of hyperglysolia remains to be proven, substantial evidence points to a key role for increased glucose metabolism through a cytosolic enzyme, aldose reductase (AR). Recent human genetic and biochemical data link polymorphisms of the AR gene (technically called the AR2 gene) and elevated tissue levels of AR with strongly altered risks for diabetic complications. Despite several genetic reports failing to confirm such an association, there are now ten concordant reports from five continents that certain polymorphisms of the AR gene are associated with an ~ 3- to 20-fold higher risk for diabetic complications. Moreover, in US and European diabetic study populations the principle allele of the AR gene associated with elevated disease risk, the Z-2 allele, correlates with an ~ 2- to 3-fold increase in AR expression. These results, together with recent clinical, experimental and pharmacological data, provide powerful new support for the rationale for research and development of aldose reductase inhibitors (ARIs) targeted at slowing the progression of diabetic complications. Although past clinical trials of ARIs have been disappointing, this has stemmed from overly optimistic expectations, inadequate trial designs and lack of pharmacological robustness and/or acceptable systemic toleration of the agents tested. However, a more realistic and encouraging perspective for therapeutic expectations for ARIs has arisen from recent data revealing that the seemingly modest short-term effects of intensified glycaemic control and of pancreatic transplantation are followed by substantial long-term benefits on diabetic complications. In addition, robust inhibition of AR in human nerve has recently yielded dose-dependent efficacy on nerve structure and function. Thus, the quest for well-tolerated, potent ARIs continues to be a worthy and more urgent objective than ever before.
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31
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Abstract
Aldose reductase (ALR2) has received considerable attention due to its possible link to long-term diabetic complications. Although crystal structures and kinetic data reveal important aspects of the reaction mechanism, details of the catalytic step are still unclear. In this paper a computer simulation study is presented that utilizes the hybrid quantum mechanical and molecular mechanical (QM-MM) potential to elucidate the nature of the hydride and proton transfer steps in the reduction of D-glyceraldehyde by ALR2. Several reaction pathways were investigated in two models with either Tyr48 or protonated His110+ acting as the potential proton donor in the active site. Calculations show that the substrate binds to ALR2 through hydrogen bonds in an orientation that facilitates the stereospecific catalytic step in both models. It is established that in the case that His110 is present in the protonated form in the native complex, it is the energetically favored proton donor compared with Tyr48 in the active pocket with neutral His110. The reaction mechanisms in the different models are discussed based on structural and energetic considerations.
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Affiliation(s)
- P Várnai
- Physical and Theoretical Chemistry Laboratory, Oxford University, United Kingdom
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32
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Rogniaux H, Van Dorsselaer A, Barth P, Biellmann JF, Barbanton J, van Zandt M, Chevrier B, Howard E, Mitschler A, Potier N, Urzhumtseva L, Moras D, Podjarny A. Binding of aldose reductase inhibitors: correlation of crystallographic and mass spectrometric studies. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 1999; 10:635-647. [PMID: 10384727 DOI: 10.1016/s1044-0305(99)00030-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Aldose reductase is a NADP(H)-dependent enzyme, believed to be strongly implicated in the development of degenerative complications of Diabetes Mellitus. The search for specific inhibitors of this enzyme has thus become a major pharmaceutic challenge. In this study, we applied both X-ray crystallography and mass spectrometry to characterize the interactions between aldose reductase and four representative inhibitors: AminoSNM, Imirestat, LCB3071, and IDD384. If crystallography remains obviously the only way to get an extensive description of the contacts between an inhibitor and the enzymatic site, the duration of the crystallographic analysis makes this technique incompatible with high throughput screenings of inhibitors. On the other hand, dissociation experiments monitored by mass spectrometry permitted us to evaluate rapidly the relative gas-phase stabilities of the aldose reductase-inhibitor noncovalent complexes. In our experiments, dissociation in the gas-phase was provoked by increasing the accelerating voltage of the ions (Vc) in the source-analyzer interface region: the Vc value needed to dissociate 50% of the noncovalent complex initially present (Vc50) was taken as a gas-phase stability parameter of the enzyme-inhibitor complex. Interestingly, the Vc50 were found to correlate with the energy of the electrostatic and H-bond interactions involved in the contact aldose reductase/inhibitor (Eel-H), computed from the crystallographic model. This finding may be specially interesting in a context of drug development. Actually, during a drug design optimization phase, the binding of the drug to the target enzyme is often optimized by modifying its interatomic electrostatic and H-bond contacts; because they usually depend on a single atom change on the drug, and are easier to introduce than the hydrophobic interactions. Therefore, the Vc50 may help to monitor the chemical modifications introduced in new inhibitors. X-ray crystallography is clearly needed to get the details of the contacts and to rationalize the design. Nevertheless, once the cycle of chemical modification is engaged, mass spectrometry can be used to select a priori the drug candidates which are worthy of further crystallographic investigation. We thus propose to use the two techniques in a complementary way, to improve the screening of large collections of inhibitors.
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Affiliation(s)
- H Rogniaux
- Laboratoire de Spectrométrie de Masse Bio-Organique, Institut de Chimie, Université Louis Pasteur, Strasbourg, France
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33
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Costantino L, Rastelli G, Vianello P, Cignarella G, Barlocco D. Diabetes complications and their potential prevention: aldose reductase inhibition and other approaches. Med Res Rev 1999; 19:3-23. [PMID: 9918192 DOI: 10.1002/(sici)1098-1128(199901)19:1<3::aid-med2>3.0.co;2-7] [Citation(s) in RCA: 136] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Despite recent advances both in the chemistry and molecular pharmacology of antidiabetic drugs, diabetes still remains a life-threatening disease, which tends to spread all over the world. The clinical profile of diabetic subjects is often worsened by the presence of several long-term complications, namely neuropathy, nephropathy, retinopathy, and cataract. Several attempts have been made to prevent or at least to delay them. The most relevant are reported in this review, including the development of compounds acting as aldose reductase inhibitors, anti-advanced glycation end-product drugs, free radical scavengers, vasoactive agents, essential fatty acid supplementation, and neurotropic growth factors.
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Affiliation(s)
- L Costantino
- Dipartimento di Scienze Farmaceutiche, Modena, Italy
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35
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Lee YS, Chen Z, Kador PF. Molecular modeling studies of the binding modes of aldose reductase inhibitors at the active site of human aldose reductase. Bioorg Med Chem 1998; 6:1811-9. [PMID: 9839011 DOI: 10.1016/s0968-0896(98)00139-4] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Molecular modeling studies using the CHARMM method have been conducted to study the binding modes of aldose reductase inhibitors at the active site of aldose reductase. The energy minimized structures of aldose reductase with six structurally diverse inhibitors (spirofluorene-9,5'-imidazolidine-2',4'-dione (1), 9-fluoreneacetic acid (2), AL1576 (3), 2,7-difluoro-9-fluoreneacetic acid (4), FK366 (5), and Epalrestat (9)) indicate that the side chains of Tyr48, His110, and Trp111 can form numerous hydrogen bonds with either the carboxylate or the hydantoin group of the inhibitors while the side chains of Trp20, Trp111, and Phe122 are positioned to form aromatic-aromatic interactions. Of the three residues (Tyr 48, His 110, and Trp 111) that can form hydrogen bonds with the ionized portion of aldose reductase inhibitors, protonated His110 appears to play an important role in directing charged inhibitors to bind at the active site through charge interaction. Based on the binding mode of the inhibitors and their observed inhibitory activities, pharmacophore requirements for aldose reductase inhibitors are discussed.
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Affiliation(s)
- Y S Lee
- National Eye Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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