1
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Zhang Y, Martin B, Spies MA, Roberts SM, Nott J, Goodfellow RX, Nelson AFM, Blain SJ, Redondo E, Nester CM, Smith RJH. Renin and renin blockade have no role in complement activity. Kidney Int 2024; 105:328-337. [PMID: 38008161 PMCID: PMC10872535 DOI: 10.1016/j.kint.2023.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 11/08/2023] [Accepted: 11/10/2023] [Indexed: 11/28/2023]
Abstract
Renin, an aspartate protease, regulates the renin-angiotensin system by cleaving its only known substrate angiotensinogen to angiotensin. Recent studies have suggested that renin may also cleave complement component C3 to activate complement or contribute to its dysregulation. Typically, C3 is cleaved by C3 convertase, a serine protease that uses the hydroxyl group of a serine residue as a nucleophile. Here, we provide seven lines of evidence to show that renin does not cleave C3. First, there is no association between renin plasma levels and C3 levels in patients with C3 Glomerulopathies (C3G) and atypical Hemolytic Uremic Syndrome (aHUS), implying that serum C3 consumption is not increased in the presence of high renin. Second, in vitro tests of C3 conversion to C3b do not detect differences when sera from patients with high renin levels are compared to sera from patients with normal/low renin levels. Third, aliskiren, a renin inhibitor, does not block abnormal complement activity introduced by nephritic factors in the fluid phase. Fourth, aliskiren does not block dysregulated complement activity on cell surfaces. Fifth, recombinant renin from different sources does not cleave C3 even after 24 hours of incubation at 37 °C. Sixth, direct spiking of recombinant renin into sera samples of patients with C3G and aHUS does not enhance complement activity in either the fluid phase or on cell surfaces. And seventh, molecular modeling and docking place C3 in the active site of renin in a position that is not consistent with a productive ground state complex for catalytic hydrolysis. Thus, our study does not support a role for renin in the activation of complement.
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Affiliation(s)
- Yuzhou Zhang
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Bertha Martin
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - M Ashley Spies
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA; Departments of Pharmaceutical Sciences and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City, Iowa, USA
| | - Sarah M Roberts
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Joel Nott
- Protein Facility, Office of Biotechnology, Iowa State University, Ames, Iowa, USA
| | - Renee X Goodfellow
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Angela F M Nelson
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Samantha J Blain
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Elena Redondo
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Carla M Nester
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Richard J H Smith
- Molecular Otolaryngology and Renal Research Laboratories, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA.
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2
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Honda M, Razzaghi M, Gaur P, Malacaria E, Di Biagi L, Aiello FA, Paintsil EA, Stanfield A, Deppe BJ, Gakhar L, Schnicker NJ, Spies MA, Pichierri P, Spies M. Human RAD52 double-ring remodels replication forks restricting fork reversal. bioRxiv 2023:2023.11.14.566657. [PMID: 38014173 PMCID: PMC10680749 DOI: 10.1101/2023.11.14.566657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Human RAD52 1,2 is a multifunctional DNA repair protein involved in several cellular events that support genome stability including protection of stalled DNA replication forks from excessive degradation 3-7 . In its gatekeeper role, RAD52 binds to and stabilizes stalled replication forks during replication stress protecting them from reversal by SMARCAL1 5 . The structural and molecular mechanism of the RAD52-mediated fork protection remains elusive. Here, using P1 nuclease sensitivity, biochemical and single-molecule analyses we show that RAD52 dynamically remodels replication forks through its strand exchange activity. The presence of the ssDNA binding protein RPA at the fork modulates the kinetics of the strand exchange without impeding the reaction outcome. Mass photometry and single-particle cryo-electron microscopy show that the replication fork promotes a unique nucleoprotein structure containing head-to-head arrangement of two undecameric RAD52 rings with an extended positively charged surface that accommodates all three arms of the replication fork. We propose that the formation and continuity of this surface is important for the strand exchange reaction and for competition with SMARCAL1.
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3
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Hobbs KF, Propp J, Vance NR, Kalenkiewicz A, Witkin KR, Spies MA. Allosteric Tuning of Caspase-7: Establishing the Nexus of Structure and Catalytic Power. Chemistry 2023:e202301621. [PMID: 37285583 DOI: 10.1002/chem.202301621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Invited for the cover of this issue is the group of Michael Ashley Spies at the University of Iowa. The image depicts how mapping allosteric structure-activity relationships reveals the nexus between the active site and the remote allosteric pocket. Read the full text of the article at 10.1002/chem.202300872.
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Affiliation(s)
- Kathryn F Hobbs
- Biochemistry and Molecular Biology Department, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
| | - Jonah Propp
- Pharmaceutics and Experimental Therapeutics Department, Medicinal and Natural Products Chemistry Division, University of Iowa, 180 South Grand Avenue, Iowa City, IA, 52242, USA
| | - Nicholas R Vance
- Pharmaceutics and Experimental Therapeutics Department, Medicinal and Natural Products Chemistry Division, University of Iowa, 180 South Grand Avenue, Iowa City, IA, 52242, USA
| | - Andrew Kalenkiewicz
- Biochemistry and Molecular Biology Department, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
| | - Katie R Witkin
- Pharmaceutics and Experimental Therapeutics Department, Medicinal and Natural Products Chemistry Division, University of Iowa, 180 South Grand Avenue, Iowa City, IA, 52242, USA
| | - M Ashley Spies
- Biochemistry and Molecular Biology Department, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
- Pharmaceutics and Experimental Therapeutics Department, Medicinal and Natural Products Chemistry Division, University of Iowa, 180 South Grand Avenue, Iowa City, IA, 52242, USA
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4
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Bhat DS, Spies MA, Spies M. A moving target for drug discovery: Structure activity relationship and many genome (de)stabilizing functions of the RAD52 protein. DNA Repair (Amst) 2022; 120:103421. [PMID: 36327799 PMCID: PMC9888176 DOI: 10.1016/j.dnarep.2022.103421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 10/18/2022] [Accepted: 10/24/2022] [Indexed: 02/02/2023]
Abstract
BRCA-ness phenotype, a signature of many breast and ovarian cancers, manifests as deficiency in homologous recombination, and as defects in protection and repair of damaged DNA replication forks. A dependence of such cancers on DNA repair factors less important for survival of BRCA-proficient cells, offers opportunities for development of novel chemotherapeutic interventions. The first drugs targeting BRCA-deficient cancers, poly-ADP-ribose polymerase (PARP) inhibitors have been approved for the treatment of advanced, chemotherapy resistant cancers in patients with BRCA1/2 germline mutations. Nine additional proteins that can be targeted to selectively kill BRCA-deficient cancer cells have been identified. Among them, a DNA repair protein RAD52 is an especially attractive target due to general tolerance of the RAD52 loss of function, and protective role of an inactivating mutation. Yet, the effective pharmacological inhibitors of RAD52 have not been forthcoming. In this review, we discuss advances in the state of our knowledge of the RAD52 structure, activities and cellular functions, with a specific focus on the features that make RAD52 an attractive, but difficult drug target.
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Affiliation(s)
- Divya S Bhat
- Department of Biochemistry, University of Iowa Carver College of Medicine, 51 Newton Road, Iowa City, IA 52242, USA
| | - M Ashley Spies
- Department of Biochemistry, University of Iowa Carver College of Medicine, 51 Newton Road, Iowa City, IA 52242, USA; Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, The University of Iowa, Iowa City, Iowa 52242, USA
| | - Maria Spies
- Department of Biochemistry, University of Iowa Carver College of Medicine, 51 Newton Road, Iowa City, IA 52242, USA.
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5
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Chernykh AV, Chernykh AV, Radchenko DS, Chheda PR, Rusanov EB, Grygorenko OO, Spies MA, Volochnyuk DM, Komarov IV. A stereochemical journey around spirocyclic glutamic acid analogs. Org Biomol Chem 2022; 20:3183-3200. [PMID: 35348173 PMCID: PMC10170626 DOI: 10.1039/d2ob00146b] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A practical divergent synthetic approach is reported for the library of regio- and stereoisomers of glutamic acid analogs built on the spiro[3.3]heptane scaffold. Formation of the spirocyclic scaffold was achieved starting from a common precursor - an O-silylated 2-(hydroxymethyl)cyclobutanone derivative. Its olefination required using the titanium-based Tebbe protocol since the standard Wittig reaction did not work with this particular substrate. The construction of the second cyclobutane ring of the spirocyclic system was achieved through either subsequent dichloroketene addition or Meinwald oxirane rearrangement as the key synthetic steps, depending on the substitution patterns in the target compounds (1,6- or 1,5-, respectively). Further modified Strecker reaction of the resulting racemic spirocyclic ketones with the Ellman's sulfinamide as a chiral auxiliary had low to moderate diastereoselectivity; nevertheless, all stereoisomers were isolated in pure form via chromatographic separation, and their absolute configuration was confirmed by X-ray crystallography. Members of the library were tested for the inhibitory activity against H. pylori glutamate racemase.
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Affiliation(s)
- Anton V Chernykh
- Enamine Ltd, Chervonotkatska Street 78, Kyiv 02094, Ukraine.,Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv 01601, Ukraine.
| | | | - Dmytro S Radchenko
- Enamine Ltd, Chervonotkatska Street 78, Kyiv 02094, Ukraine.,Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv 01601, Ukraine.
| | - Pratik Rajesh Chheda
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutics and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City 52246, Iowa, USA
| | - Eduard B Rusanov
- Institute of Organic Chemistry, National Academy of Sciences of Ukraine, Murmanska Street 5, Kyiv 02660, Ukraine
| | - Oleksandr O Grygorenko
- Enamine Ltd, Chervonotkatska Street 78, Kyiv 02094, Ukraine.,Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv 01601, Ukraine.
| | - M Ashley Spies
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutics and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City 52246, Iowa, USA.,Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City 52246, Iowa, USA
| | - Dmitriy M Volochnyuk
- Enamine Ltd, Chervonotkatska Street 78, Kyiv 02094, Ukraine.,Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv 01601, Ukraine. .,Institute of Organic Chemistry, National Academy of Sciences of Ukraine, Murmanska Street 5, Kyiv 02660, Ukraine
| | - Igor V Komarov
- Enamine Ltd, Chervonotkatska Street 78, Kyiv 02094, Ukraine.,Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv 01601, Ukraine.
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6
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Chheda PR, Cooling GT, Dean SF, Propp J, Hobbs KF, Spies MA. Decrypting a Cryptic Allosteric Pocket in H. pylori Glutamate Racemase. Commun Chem 2021; 4:172. [PMID: 35673630 PMCID: PMC9169614 DOI: 10.1038/s42004-021-00605-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 11/08/2021] [Indexed: 01/27/2023] Open
Abstract
One of our greatest challenges in drug design is targeting cryptic allosteric pockets in enzyme targets. Drug leads that do bind to these cryptic pockets are often discovered during HTS campaigns, and the mechanisms of action are rarely understood. Nevertheless, it is often the case that the allosteric pocket provides the best option for drug development against a given target. In the current studies we present a successful way forward in rationally exploiting the cryptic allosteric pocket of H. pylori glutamate racemase, an essential enzyme in this pathogen's life cycle. A wide range of computational and experimental methods are employed in a workflow leading to the discovery of a series of natural product allosteric inhibitors which occupy the allosteric pocket of this essential racemase. The confluence of these studies reveals a fascinating source of the allosteric inhibition, which centers on the abolition of essential monomer-monomer coupled motion networks.
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Affiliation(s)
- Pratik Rajesh Chheda
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, The University of Iowa, Iowa City, IA 52242 USA
| | - Grant T. Cooling
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, The University of Iowa, Iowa City, IA 52242 USA
| | - Sondra F. Dean
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, The University of Iowa, Iowa City, IA 52242 USA
| | - Jonah Propp
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, The University of Iowa, Iowa City, IA 52242 USA
| | - Kathryn F. Hobbs
- Department of Biochemistry, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242 USA
| | - M. Ashley Spies
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, The University of Iowa, Iowa City, IA 52242 USA
- Department of Biochemistry, Carver College of Medicine, The University of Iowa, Iowa City, IA 52242 USA
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7
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Witkin KR, Vance NR, Caldwell C, Li Q, Yu L, Spies MA. An Atomistic Understanding of Allosteric Inhibition of Glutamate Racemase: a Dampening of Native Activation Dynamics. ChemMedChem 2020; 15:376-384. [PMID: 31876113 PMCID: PMC7337235 DOI: 10.1002/cmdc.201900642] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/11/2019] [Indexed: 11/07/2022]
Abstract
Glutamate racemases (GR) are members of the family of bacterial enzymes known as cofactor-independent racemases and epimerases and catalyze the stereoinversion of glutamate. D-amino acids are universally important for the proper construction of viable bacterial cell walls, and thus have been repeatedly validated as attractive targets for novel antimicrobial drug design. Significant aspects of the mechanism of this challenging stereoinversion remain unknown. The current study employs a combination of MD and QM/MM computational approaches to show that the GR from H. pylori must proceed via a pre-activation step, which is dependent on the enzyme's flexibility. This mechanism is starkly different from previously proposed mechanisms. These findings have immediate pharmaceutical relevance, as the H. pylori GR enzyme is a very attractive allosteric drug target. The results presented in this study offer a distinctly novel understanding of how AstraZeneca's lead series of inhibitors cripple the H. pylori GR's native motions, via prevention of this critical chemical pre-activation step. Our experimental studies, using SPR, fluorescence and NMR WaterLOGSY, show that H. pylori GR is not inhibited by the uncompetitive mechanism originally put forward by Lundqvist et al.. The current study supports a deep connection between native enzyme motions and chemical reactivity, which has strong relevance to the field of allosteric drug discovery.
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Affiliation(s)
- Katie R Witkin
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutics and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City, Iowa, 52246, USA
| | - Nicholas R Vance
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutics and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City, Iowa, 52246, USA
| | - Colleen Caldwell
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa, 52246, USA
| | - Quinn Li
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa, 52246, USA
| | - Liping Yu
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa, 52246, USA
- NMR Core Facility, Carver College of Medicine, University of Iowa, Iowa City, Iowa, 52246, USA
| | - M Ashley Spies
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutics and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City, Iowa, 52246, USA
- Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa, 52246, USA
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8
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Vance NR, Witkin KR, Rooney PW, Li Y, Pope M, Spies MA. Elucidating the Catalytic Power of Glutamate Racemase by Investigating a Series of Covalent Inhibitors. ChemMedChem 2018; 13:2514-2521. [PMID: 30264520 DOI: 10.1002/cmdc.201800592] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Indexed: 12/29/2022]
Abstract
The application of covalent inhibitors has experienced a renaissance within drug discovery programs in the last decade. To leverage the superior potency and drug target residence time of covalent inhibitors, there have been extensive efforts to develop highly specific covalent modifications to decrease off-target liabilities. Herein, we present a series of covalent inhibitors of an antimicrobial drug target, glutamate racemase, discovered through structure-based virtual screening. A combination of enzyme kinetics, mass spectrometry, and surface-plasmon resonance experiments details a highly specific 1,4-conjugate addition of a small-molecule inhibitor with a catalytic cysteine of glutamate racemase. Molecular dynamics simulations and quantum mechanics-molecular mechanics geometry optimizations reveal the chemistry of the conjugate addition. Two compounds from this series of inhibitors display antimicrobial potency similar to β-lactam antibiotics, with significant activity against methicillin-resistant S. aureus strains. This study elucidates a detailed chemical rationale for covalent inhibition and provides a platform for the development of antimicrobials with a novel mechanism of action against a target in the cell wall biosynthesis pathway.
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Affiliation(s)
- Nicholas R Vance
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S. Grand Ave., Iowa City, IA, 52242, USA
| | - Katie R Witkin
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S. Grand Ave., Iowa City, IA, 52242, USA
| | - Patrick W Rooney
- Department of Biochemistry, Carver College of Medicine, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
| | - Yalan Li
- Proteomics Facility, Carver College of Medicine, University of Iowa, 355 EMRB, Iowa City, IA, 52242, USA
| | - Marshall Pope
- Proteomics Facility, Carver College of Medicine, University of Iowa, 355 EMRB, Iowa City, IA, 52242, USA
| | - M Ashley Spies
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S. Grand Ave., Iowa City, IA, 52242, USA.,Department of Biochemistry, Carver College of Medicine, University of Iowa, 51 Newton Road, 4-403 Bowen Science Building, Iowa City, IA, 52242, USA
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9
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Li Q, Gakhar L, Ashley Spies M. Determinants of human glucokinase activation and implications for small molecule allosteric control. Biochim Biophys Acta Gen Subj 2018; 1862:1902-1912. [PMID: 29885360 DOI: 10.1016/j.bbagen.2018.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 05/31/2018] [Accepted: 06/04/2018] [Indexed: 11/26/2022]
Abstract
Glucokinase (GK) is an enzyme that catalyzes the ATP-dependent phosphorylation of glucose to form glucose-6-phosphate, and it is a tightly regulated checkpoint in glucose homeostasis. GK is known to undergo substantial conformational changes upon glucose binding. The monomeric enzyme possesses a highly exotic kinetic activity profile with an unusual sigmoidal dependence on glucose concentration. In this interdisciplinary study, which draws on small angle X-ray scattering (SAXS) integrated with 250 ns of atomistic molecular dynamics (MD) simulations and experimental glucose binding thermodynamics, we reveal that the critical regulation of this glucose sensor is due to a solvent controlled "switch". We demonstrate that the "solvent switch" is driven by specific protein structural dynamics, which leads to an enzyme structure that has a much more favorable solvation energy than most of the protein ensemble. These findings uncover the physical workings of an agile and flexible protein scaffold, which derives its long-range allosteric control through specific regions with favorable solvation energy. The physiological framework presented herein provides insights that have direct implications for the design of small molecule GK activators as anti-diabetes therapeutics as well as for understanding how proteins can be designed to have built-in regulatory functions via solvation energy dynamics.
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Affiliation(s)
- Quinn Li
- Department of Biochemistry, The University of Iowa, Iowa City, IA 52242, United States
| | - Lokesh Gakhar
- Department of Biochemistry, The University of Iowa, Iowa City, IA 52242, United States; Protein Crystallography Facility, The University of Iowa, Iowa City, IA 52242, United States
| | - M Ashley Spies
- Department of Biochemistry, The University of Iowa, Iowa City, IA 52242, United States; Department of Medicinal Natural Products Chemistry, The University of Iowa, Iowa City, IA 52242, United States.
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10
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Li Q, Folly da Silva Constantino L, Spies MA. Integrating Experimental and In Silico HTS in the Discovery of Inhibitors of Protein-Nucleic Acid Interactions. Methods Enzymol 2018. [PMID: 29523234 DOI: 10.1016/bs.mie.2017.11.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Discovery of novel tool compounds and drug leads against a range of unorthodox protein targets has pushed both experimental screening methodologies as well as the field of structure-based design to the limit in recent years. Increasingly, it has been recognized that some of the most desirable targets for the development of small-molecule effectors are actually protein-protein and protein-nucleic acid interactions. There are numerous nontrivial challenges to pursuing small-molecule lead compounds directed toward PPIs and PNIs: relatively shallow cavities, large surface areas that are natively complexed to macromolecules, complex patterns of interstitial waters, a paucity of "hot spots," large conformational changes upon ligand binding, etc. Although there have been some notable successes targeting PPIs in the last decade, there has been distinctly less success in the realm of targeting PNIs. This chapter focuses on an approach, successfully applied by our group to address the challenge of gaining traction on the PPI target RAD52, which is a protein that binds both single-stranded and double-stranded DNA, and is an anticancer target for certain types of cancer. There are many approaches to tackling the difficult problems of finding effective small molecules that disrupt PPIs and PNIs, but the methods presented here offer a series of elegant solutions, which integrate experimental HTS, biophysical methods, docking, and molecular dynamics in a powerful way. Additionally, the structural knowledge gained from these studies provides a means for rationally understanding what features lead to ligand affinity in these fascinating and highly unorthodox pockets.
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Affiliation(s)
- Quinn Li
- The University of Iowa, Iowa City, IA, United States
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11
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Vance NR, Gakhar L, Spies MA. Allosteric Tuning of Caspase-7: A Fragment-Based Drug Discovery Approach. Angew Chem Int Ed Engl 2017. [DOI: 10.1002/ange.201706959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Nicholas R. Vance
- Division of Medicinal and Natural Products Chemistry; College of Pharmacy; University of Iowa; 115 S Grand Ave Iowa City IA 52242 USA
| | - Lokesh Gakhar
- Department of Biochemistry; College of Medicine; University of Iowa; 51 Newton Road Iowa City IA 52242 USA
- Protein Crystallography Facility; Roy J. and Lucille A. Carver College of Medicine; University of Iowa; 51 Newton Road Iowa City IA 52242 USA
| | - M. Ashley Spies
- Division of Medicinal and Natural Products Chemistry; College of Pharmacy; University of Iowa; 115 S Grand Ave Iowa City IA 52242 USA
- Department of Biochemistry; College of Medicine; University of Iowa; 51 Newton Road Iowa City IA 52242 USA
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12
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Vance NR, Gakhar L, Spies MA. Allosteric Tuning of Caspase-7: A Fragment-Based Drug Discovery Approach. Angew Chem Int Ed Engl 2017; 56:14443-14447. [PMID: 28940929 PMCID: PMC5698726 DOI: 10.1002/anie.201706959] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 08/28/2017] [Indexed: 11/12/2022]
Abstract
The caspase family of cysteine proteases are highly sought‐after drug targets owing to their essential roles in apoptosis, proliferation, and inflammation pathways. High‐throughput screening efforts to discover inhibitors have gained little traction. Fragment‐based screening has emerged as a powerful approach for the discovery of innovative drug leads. This method has become a central facet of drug discovery campaigns in the pharmaceutical industry and academia. A fragment‐based drug discovery campaign against human caspase‐7 resulted in the discovery of a novel series of allosteric inhibitors. An X‐ray crystal structure of caspase‐7 bound to a fragment hit and a thorough kinetic characterization of a zymogenic form of the enzyme were used to investigate the allosteric mechanism of inhibition. This work further advances our understanding of the mechanisms of allosteric control of this class of pharmaceutically relevant enzymes, and provides a new path forward for drug discovery efforts.
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Affiliation(s)
- Nicholas R Vance
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S Grand Ave, Iowa City, IA, 52242, USA
| | - Lokesh Gakhar
- Department of Biochemistry, College of Medicine, University of Iowa, 51 Newton Road, Iowa City, IA, 52242, USA.,Protein Crystallography Facility, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, 51 Newton Road, Iowa City, IA, 52242, USA
| | - M Ashley Spies
- Division of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 S Grand Ave, Iowa City, IA, 52242, USA.,Department of Biochemistry, College of Medicine, University of Iowa, 51 Newton Road, Iowa City, IA, 52242, USA
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13
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Hengel SR, Spies MA, Spies M. Small-Molecule Inhibitors Targeting DNA Repair and DNA Repair Deficiency in Research and Cancer Therapy. Cell Chem Biol 2017; 24:1101-1119. [PMID: 28938088 PMCID: PMC5679738 DOI: 10.1016/j.chembiol.2017.08.027] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Revised: 08/11/2017] [Accepted: 08/30/2017] [Indexed: 01/13/2023]
Abstract
To maintain stable genomes and to avoid cancer and aging, cells need to repair a multitude of deleterious DNA lesions, which arise constantly in every cell. Processes that support genome integrity in normal cells, however, allow cancer cells to develop resistance to radiation and DNA-damaging chemotherapeutics. Chemical inhibition of the key DNA repair proteins and pharmacologically induced synthetic lethality have become instrumental in both dissecting the complex DNA repair networks and as promising anticancer agents. The difficulty in capitalizing on synthetically lethal interactions in cancer cells is that many potential targets do not possess well-defined small-molecule binding determinates. In this review, we discuss several successful campaigns to identify and leverage small-molecule inhibitors of the DNA repair proteins, from PARP1, a paradigm case for clinically successful small-molecule inhibitors, to coveted new targets, such as RAD51 recombinase, RAD52 DNA repair protein, MRE11 nuclease, and WRN DNA helicase.
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Affiliation(s)
- Sarah R Hengel
- Department of Biochemistry, University of Iowa, Iowa City, IA 52242, USA
| | - M Ashley Spies
- Department of Biochemistry, University of Iowa, Iowa City, IA 52242, USA; Department of Pharmaceutical Sciences and Experimental Therapeutics, Division of Medicinal and Natural Products Chemistry, University of Iowa, Iowa City, IA 52242, USA.
| | - Maria Spies
- Department of Biochemistry, University of Iowa, Iowa City, IA 52242, USA.
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14
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Hengel SR, Malacaria E, Folly da Silva Constantino L, Bain FE, Diaz A, Koch BG, Yu L, Wu M, Pichierri P, Spies MA, Spies M. Small-molecule inhibitors identify the RAD52-ssDNA interaction as critical for recovery from replication stress and for survival of BRCA2 deficient cells. eLife 2016; 5. [PMID: 27434671 PMCID: PMC4982760 DOI: 10.7554/elife.14740] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 07/18/2016] [Indexed: 12/20/2022] Open
Abstract
The DNA repair protein RAD52 is an emerging therapeutic target of high importance for BRCA-deficient tumors. Depletion of RAD52 is synthetically lethal with defects in tumor suppressors BRCA1, BRCA2 and PALB2. RAD52 also participates in the recovery of the stalled replication forks. Anticipating that ssDNA binding activity underlies the RAD52 cellular functions, we carried out a high throughput screening campaign to identify compounds that disrupt the RAD52-ssDNA interaction. Lead compounds were confirmed as RAD52 inhibitors in biochemical assays. Computational analysis predicted that these inhibitors bind within the ssDNA-binding groove of the RAD52 oligomeric ring. The nature of the inhibitor-RAD52 complex was validated through an in silico screening campaign, culminating in the discovery of an additional RAD52 inhibitor. Cellular studies with our inhibitors showed that the RAD52-ssDNA interaction enables its function at stalled replication forks, and that the inhibition of RAD52-ssDNA binding acts additively with BRCA2 or MUS81 depletion in cell killing. DOI:http://dx.doi.org/10.7554/eLife.14740.001 Cells are constantly in danger of losing or scrambling critical genetic information because of DNA damage. To cope with this stress, cells have numerous DNA repair systems. One of these systems – homology-directed DNA repair – involves the proteins BRCA1 and BRCA2, which are often missing or defective in breast and ovarian cancers. The BRCA-deficient cancer cells can still survive, but become “addicted” to other DNA repair proteins – among them a protein called RAD52. It might be possible to kill these cancer cells using drugs that stop RAD52 from working. Such treatments would have the benefit of not harming normal healthy cells, as these cells contain working BRCA proteins and can survive without RAD52. It is not currently known exactly how RAD52 allows the BRCA-deficient cells to survive, but this probably depends on RAD52’s ability to bind to single strands of DNA. Small molecules that block the interaction between the RAD52 protein and DNA might therefore help to kill cancer cells. Hengel et al. developed a high throughput biophysical method to search through a large collection of small molecules to find those that prevent RAD52 from binding to DNA. The best potential drug leads were then tested in laboratory-grown human cells and using biophysical and biochemical techniques. Computational approaches were also used to model how these molecules block the interaction between RAD52 and DNA at the atomistic level. Hengel et al. then used the information about how the small molecules bind to RAD52 to perform further computational screening. This identified a natural compound that competes with single-stranded DNA to bind to RAD52. The activity of this molecule was then validated using biophysical methods. The methods used by Hengel et al. provide the foundation for further searches for new anticancer drugs. Future studies that employ the small molecule drugs identified so far will also help to determine exactly how RAD52 works in human cells and how it helps cancer cells to survive. DOI:http://dx.doi.org/10.7554/eLife.14740.002
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Affiliation(s)
- Sarah R Hengel
- Department of Biochemistry, University of Iowa, Iowa City, United States
| | - Eva Malacaria
- Department of Environment and Health, Section of Experimental and Computational Carcinogenesis, Istituto Superiore di Sanita, Rome, Italy
| | - Laura Folly da Silva Constantino
- Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, University of Iowa, Iowa City, United States
| | - Fletcher E Bain
- Department of Biochemistry, University of Iowa, Iowa City, United States
| | - Andrea Diaz
- Department of Biochemistry, University of Iowa, Iowa City, United States
| | - Brandon G Koch
- Department of Biochemistry, University of Iowa, Iowa City, United States
| | - Liping Yu
- Department of Biochemistry, University of Iowa, Iowa City, United States.,NMR Core Facility, Carver College of Medicine, University of Iowa, Iowa City, United States
| | - Meng Wu
- Department of Biochemistry, University of Iowa, Iowa City, United States.,Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, University of Iowa, Iowa City, United States.,High Throughput Screening Facility, University of Iowa, Iowa City, United States
| | - Pietro Pichierri
- Department of Environment and Health, Section of Experimental and Computational Carcinogenesis, Istituto Superiore di Sanita, Rome, Italy
| | - M Ashley Spies
- Department of Biochemistry, University of Iowa, Iowa City, United States.,Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, University of Iowa, Iowa City, United States
| | - Maria Spies
- Department of Biochemistry, University of Iowa, Iowa City, United States
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Dean S, Whalen KL, Spies MA. Biosynthesis of a Novel Glutamate Racemase Containing a Site-Specific 7-Hydroxycoumarin Amino Acid: Enzyme-Ligand Promiscuity Revealed at the Atomistic Level. ACS Cent Sci 2015; 1:364-373. [PMID: 26539562 PMCID: PMC4626791 DOI: 10.1021/acscentsci.5b00211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Indexed: 05/03/2023]
Abstract
Glutamate racemase (GR) catalyzes the cofactor independent stereoinversion of l- to d-glutamate for biosynthesis of bacterial cell walls. Because of its essential nature, this enzyme is under intense scrutiny as a drug target for the design of novel antimicrobial agents. However, the flexibility of the enzyme has made inhibitor design challenging. Previous steered molecular dynamics (MD), docking, and experimental studies have suggested that the enzyme forms highly varied complexes with different competitive inhibitor scaffolds. The current study employs a mutant orthogonal tRNA/aminoacyl-tRNA synthetase pair to genetically encode a non-natural fluorescent amino acid, l-(7-hydroxycoumarin-4-yl) ethylglycine (7HC), into a region (Tyr53) remote from the active site (previously identified by MD studies as undergoing ligand-associated changes) to generate an active mutant enzyme (GRY53/7HC). The GRY53/7HC enzyme is an active racemase, which permitted us to examine the nature of these idiosyncratic ligand-associated phenomena. One type of competitive inhibitor resulted in a dose-dependent quenching of the fluorescence of GRY53/7HC, while another type of competitive inhibitor resulted in a dose-dependent increase in fluorescence of GRY53/7HC. In order to investigate the environmental changes of the 7HC ring system that are distinctly associated with each of the GRY53/7HC-ligand complexes, and thus the source of the disparate quenching phenomena, a parallel computational study is described, which includes essential dynamics, ensemble docking and MD simulations of the relevant GRY53/7HC-ligand complexes. The changes in the solvent exposure of the 7HC ring system due to ligand-associated GR changes are consistent with the experimentally observed quenching phenomena. This study describes an approach for rationally predicting global protein allostery resulting from enzyme ligation to distinctive inhibitor scaffolds. The implications for fragment-based drug discovery and high throughput screening are discussed.
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Affiliation(s)
- Sondra
F. Dean
- Division of Medicinal and Natural Products
Chemistry, College of
Pharmacy, and Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa 52242, United States
| | - Katie L. Whalen
- Department
of Biochemistry, University of Illinois, Urbana−Champaign, Urbana, Illinois 61801, United States
| | - M. Ashley Spies
- Division of Medicinal and Natural Products
Chemistry, College of
Pharmacy, and Department of Biochemistry, Carver College of Medicine, University of Iowa, Iowa City, Iowa 52242, United States
- E-mail:
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16
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Abstract
The confluence of computational and biophysical methods to accurately rank-order the binding affinities of small molecules and determine structures of macromolecular complexes is a potentially transformative advance in the work flow of drug discovery. This viewpoint explores the impact that advanced computational methods may have on the efficacy of small molecule drug discovery and optimization, particularly with respect to emerging fragment-based methods.
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Affiliation(s)
- M. Ashley Spies
- Department of Biochemistry, Carver College of Medicine, and Division
of Medicinal and Natural Products Chemistry, College of Pharmacy, University of Iowa, 115 South Grand Avenue, Iowa City, Iowa 52242, United States
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Whalen KL, Chau AC, Spies MA. Back Cover: In silico Optimization of a Fragment-Based Hit Yields Biologically Active, High-Efficiency Inhibitors for Glutamate Racemase (ChemMedChem 10/2013). ChemMedChem 2013. [DOI: 10.1002/cmdc.201390044] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Whalen KL, Chau AC, Spies MA. In silico optimization of a fragment-based hit yields biologically active, high-efficiency inhibitors for glutamate racemase. ChemMedChem 2013; 8:1681-9. [PMID: 23929705 PMCID: PMC4040332 DOI: 10.1002/cmdc.201300271] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2013] [Indexed: 11/06/2022]
Abstract
A novel lead compound for inhibition of the antibacterial drug target, glutamate racemase (GR), was optimized for both ligand efficiency and lipophilic efficiency. A previously developed hybrid molecular dynamics-docking and scoring scheme, FERM-SMD, was used to predict relative potencies of potential derivatives prior to chemical synthesis. This scheme was successful in distinguishing between high- and low-affinity binders with minimal experimental structural information, saving time and resources in the process. In vitro potency was increased approximately fourfold against GR from the model organism, B. subtilis. Lead derivatives show two- to fourfold increased antimicrobial potency over the parent scaffold. In addition, specificity toward B. subtilis over E. coli and S. aureus depends on the substituent added to the parent scaffold. Finally, insight was gained into the capacity for these compounds to reach the target enzyme in vivo using a bacterial cell wall lysis assay. The outcome of this study is a novel small-molecule inhibitor of GR with the following characteristics: Ki=2.5 μM, LE=0.45 kcal mol(-1) atom(-1), LiPE=6.0, MIC50=260 μg mL(-1) against B. subtilis, EC50, lysis=520 μg mL(-1) against B. subtilis.
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Affiliation(s)
- Katie L. Whalen
- Dr. M. A. Spies Ms. K. L. Whalen Div. of Medicinal and Natural Products Chemistry, Dept. of Biochemistry University of Iowa 115 S. Grand Avenue, Iowa City, IA 52242
- Ms. K. L. Whalen Mr. A. Chau Department of Biochemistry University of Illinois at Urbana-Champaign 600 S. Mathews Avenue, Urbana, IL 61801
| | - Anthony C. Chau
- Ms. K. L. Whalen Mr. A. Chau Department of Biochemistry University of Illinois at Urbana-Champaign 600 S. Mathews Avenue, Urbana, IL 61801
| | - M. Ashley Spies
- Dr. M. A. Spies Ms. K. L. Whalen Div. of Medicinal and Natural Products Chemistry, Dept. of Biochemistry University of Iowa 115 S. Grand Avenue, Iowa City, IA 52242
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Whalen KL, Spies MA. Flooding enzymes: quantifying the contributions of interstitial water and cavity shape to ligand binding using extended linear response free energy calculations. J Chem Inf Model 2013; 53:2349-59. [PMID: 24111836 PMCID: PMC3782002 DOI: 10.1021/ci400244x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
![]()
Glutamate
racemase (GR) is a cofactor independent amino acid racemase that has
recently garnered increasing attention as an antimicrobial drug target.
There are numerous high resolution crystal structures of GR, yet these
are invariably bound to either d-glutamate or very weakly
bound oxygen-based salts. Recent in silico screens have identified
a number of new competitive inhibitor scaffolds, which are not based
on d-Glu, but exploit many of the same hydrogen bond donor
positions. In silico studies on 1-H-benzimidazole-2-sulfonic
acid (BISA) show that the sulfonic acid points to the back of the
GR active site, in the most buried region, analogous to the C2-carboxylate
binding position in the GR-d-glutamate complex. Furthermore,
BISA has been shown to be the strongest nonamino acid competitive
inhibitor. Previously published computational studies have suggested
that a portion of this binding strength is derived from complexation
with a more closed active site, relative to weaker ligands, and in
which the internal water network is more isolated from the bulk solvent.
In order to validate key contacts between the buried sulfonate moiety
of BISA and moieties in the back of the enzyme active site, as well
as to probe the energetic importance of the potentially large number
of interstitial waters contacted by the BISA scaffold, we have designed
several mutants of Asn75. GR-N75A removes a key hydrogen bond donor
to the sulfonate of BISA, but also serves to introduce an additional
interstitial water, due to the newly created space of the mutation.
GR- N75L should also show the loss of a hydrogen bond donor to the
sulfonate of BISA, but does not (a priori) seem to permit an additional
interstitial water contact. In order to investigate the dynamics,
structure, and energies of this water-mediated complexation, we have
employed the extended linear response (ELR) approach for the calculation
of binding free energies to GR, using the YASARA2 knowledge based
force field on a set of ten GR complexes, and yielding an R-squared
value of 0.85 and a RMSE of 2.0 kJ/mol. Surprisingly, the inhibitor
set produces a uniformly large interstitial water contribution to
the electrostatic interaction energy (⟨Vel⟩), ranging from 30 to >50%, except for the natural
substrate (d-glutamate), which has only a 7% contribution
of ⟨Vel⟩ from water. The
broader implications for predicting and exploiting significant interstitial
water contacts in ligand–enzyme complexation are discussed.
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Affiliation(s)
- Katie L Whalen
- College of Pharmacy, Division of Medicinal and Natural Products Chemistry, and ‡Carver College of Medicine, Department of Biochemistry, The University of Iowa , Iowa City, Iowa 52242, United States
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20
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Abstract
RAD51 DNA strand exchange protein catalyzes the central step in homologous recombination, a cellular process fundamentally important for accurate repair of damaged chromosomes, preservation of the genetic integrity, restart of collapsed replication forks and telomere maintenance. BRCA2 protein, a product of the breast cancer susceptibility gene, is a key recombination mediator that interacts with RAD51 and facilitates RAD51 nucleoprotein filament formation on single-stranded DNA generated at the sites of DNA damage. An accurate atomistic level description of this interaction, however, is limited to a partial crystal structure of the RAD51 core fused to BRC4 peptide. Here, by integrating homology modeling and molecular dynamics, we generated a structure of the full-length RAD51 in complex with BRC4 peptide. Our model predicted previously unknown hydrogen bonding patterns involving the N-terminal domain (NTD) of RAD51. These interactions guide positioning of the BRC4 peptide within a cavity between the core and the NTDs; the peptide binding separates the two domains and restricts internal dynamics of RAD51 protomers. The model’s depiction of the RAD51-BRC4 complex was validated by free energy calculations and in vitro functional analysis of rationally designed mutants. All generated mutants, RAD51E42A, RAD51E59A, RAD51E237A, RAD51E59A/E237A and RAD51E42A/E59A/E237A maintained basic biochemical activities of the wild-type RAD51, but displayed reduced affinities for the BRC4 peptide. Strong correlation between the calculated and experimental binding energies confirmed the predicted structure of the RAD51-BRC4 complex and highlighted the importance of RAD51 NTD in RAD51-BRCA2 interaction.
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Affiliation(s)
- Shyamal Subramanyam
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA, Center for the Physics of Living Cells, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA, Department of Biochemistry, Carver College of Medicine, College of Pharmacy, University of Iowa, Iowa City, IA 52242, USA and Division of Medicinal and Natural Products Chemistry, Department of Pharmaceutical Sciences and Experimental Therapeutics, College of Pharmacy, University of Iowa, Iowa City, IA 52242, USA
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Whalen KL, Chang KM, Spies MA. Hybrid Steered Molecular Dynamics-Docking: An Efficient Solution to the Problem of Ranking Inhibitor Affinities Against a Flexible Drug Target. Mol Inform 2011; 30:459-471. [PMID: 21738559 PMCID: PMC3129543 DOI: 10.1002/minf.201100014] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Existing techniques which attempt to predict the affinity of protein-ligand interactions have demonstrated a direct relationship between computational cost and prediction accuracy. We present here the first application of a hybrid ensemble docking and steered molecular dynamics scheme (with a minimized computational cost), which achieves a binding affinity rank-ordering of ligands with a Spearman correlation coefficient of 0.79 and an RMS error of 0.7 kcal/mol. The scheme, termed Flexible Enzyme Receptor Method by Steered Molecular Dynamics (FERM-SMD), is applied to an in-house collection of 17 validated ligands of glutamate racemase. The resulting improved accuracy in affinity prediction allows elucidation of the key structural components of a heretofore unreported glutamate racemase inhibitor (K(i) = 9 µM), a promising new lead in the development of antibacterial therapeutics.
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Affiliation(s)
- Katie L. Whalen
- Roger Adams Laboratory, Department of Biochemistry, University of Illinois, 600 S. Mathews Ave., Urbana, IL 61801, USA
| | - Kevin M. Chang
- Roger Adams Laboratory, Department of Biochemistry, University of Illinois, 600 S. Mathews Ave., Urbana, IL 61801, USA
| | - M. Ashley Spies
- Roger Adams Laboratory, Department of Biochemistry, University of Illinois, 600 S. Mathews Ave., Urbana, IL 61801, USA
- Institute of Genomic Biology, University of Illinois 600 S. Mathews Ave., Urbana, IL 61801, USA
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22
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Whalen KL, Tussey KB, Blanke SR, Spies MA. Nature of allosteric inhibition in glutamate racemase: discovery and characterization of a cryptic inhibitory pocket using atomistic MD simulations and pKa calculations. J Phys Chem B 2011; 115:3416-24. [PMID: 21395329 DOI: 10.1021/jp201037t] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Enzyme inhibition via allostery, in which the ligand binds remotely from the active site, is a poorly understood phenomenon and represents a significant challenge to structure-based drug design. Dipicolinic acid (DPA), a major component of Bacillus spores, is shown to inhibit glutamate racemase from Bacillus anthracis , a monosubstrate/monoproduct enzyme, in a novel allosteric fashion. Glutamate racemase has long been considered an important drug target for its integral role in bacterial cell wall synthesis. The DPA binding mode was predicted via multiple docking studies and validated via site-directed mutagenesis at the binding locus, while the mechanism of inhibition was elucidated with a combination of Blue Native polyacrylamide gel electrophoresis, molecular dynamics simulations, and free energy and pK(a) calculations. Inhibition by DPA not only reveals a novel cryptic binding site but also represents a form of allosteric regulation that exploits the interplay between enzyme conformational changes, fluctuations in the pK(a) values of buried residues and catalysis. The potential for future drug development is discussed.
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Affiliation(s)
- Katie L Whalen
- Department of Biochemistry, University of Illinois, Urbana, Illinois 61801, USA
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Whalen KL, Pankow KL, Blanke SR, Spies MA. Exploiting Enzyme Plasticity in Virtual Screening: High Efficiency Inhibitors of Glutamate Racemase. ACS Med Chem Lett 2010; 1:9-13. [PMID: 20634968 PMCID: PMC2903749 DOI: 10.1021/ml900005b] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2009] [Accepted: 12/09/2009] [Indexed: 11/30/2022] Open
Abstract
Glutamate racemase is an attractive antimicrobial drug target. Virtual screening using a transition-state conformation of the enzyme resulted in the discovery of several μM competitive inhibitors, dissimilar from current amino acid-like inhibitors, providing novel scaffolds for drug discovery. The most effective of these competitive inhibitors possesses a very high ligand efficiency value of -0.6 kcal/mol/heavy atom, and is effective against three distinct glutamate racemases representing two species of Bacillus. The benefits of employing the transition-state conformation of the receptor in virtual screening are discussed.
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Lin LJ, Yoshinaga A, Lin Y, Guzman C, Chen YH, Mei S, Lagunas AM, Koike S, Iwai S, Spies MA, Nair SK, Mackie RI, Ishino Y, Cann IKO. Molecular analyses of an unusual translesion DNA polymerase from Methanosarcina acetivorans C2A. J Mol Biol 2010; 397:13-30. [PMID: 20080107 DOI: 10.1016/j.jmb.2010.01.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2009] [Revised: 12/08/2009] [Accepted: 01/05/2010] [Indexed: 11/24/2022]
Abstract
The domain Archaea is composed of several subdomains, and prominent among them are the Crenarchaeota and the Euryarchaeota. Biochemically characterized archaeal family Y DNA polymerases (Pols) or DinB homologs, to date, are all from crenarchaeal organisms, especially the genus Sulfolobus. Here, we demonstrate that archaeal family Y Pols fall into five clusters based on phylogenetic analysis. MacDinB-1, the homolog from the euryarchaeon Methanosarcina acetivorans that is characterized in this study, belongs to cluster II. Therefore, MacDinB-1 is different from the Sulfolobus DinB proteins, which are members of cluster I. In addition to translesion DNA synthesis activity, MacDinB-1 synthesized unusually long products ( approximately 7.2 kb) in the presence of its cognate proliferating cell nuclear antigen (PCNA). The PCNA-interacting site in MacDinB-1 was identified by mutational analysis in a C-terminally located heptapeptide akin to a PIP (PCNA-interacting protein) box. In vitro assays from the present report suggested that MacDinB-1 works in an error-free mode to repair cyclobutane pyrimidine dimers. This study on a euryarchaeal DinB homolog provides important insights into the functional diversity of the family Y Pols, and the availability of a genetic system for this archaeon should allow subsequent elucidation of the physiological significance of this enzyme in M. acetivorans cells.
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Affiliation(s)
- Li-Jung Lin
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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25
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Spies MA, Reese JG, Dodd D, Pankow KL, Blanke SR, Baudry J. Determinants of catalytic power and ligand binding in glutamate racemase. J Am Chem Soc 2009; 131:5274-84. [PMID: 19309142 DOI: 10.1021/ja809660g] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Glutamate racemases (EC 5.1.1.3) catalyze the cofactor-independent stereoinversion of D- and L-glutamate and are important for viability in several gram-negative and -positive bacteria. As the only enzyme involved in the stereoinversion of L- to D-glutamate for peptidoglycan biosynthesis, glutamate racemase is an attractive target for the design of antibacterial agents. However, the development of competitive tight-binding inhibitors has been problematic and highly species specific. Despite a number of recent crystal structures of cofactor-independent epimerases and racemases, cocrystallized with substrates or substrate analogues, the source of these enzymes' catalytic power and their ability to acidify the C alpha of amino acids remains unknown. The present integrated computational and experimental study focuses on the glutamate racemase from Bacillus subtilis (RacE). A particular focus is placed on the interaction of the glutamate carbanion intermediate with RacE. Results suggest that the reactive form of the RacE-glutamate carbanion complex, vis-à-vis proton abstraction from C alpha, is significantly different than the RacE-D-glutamate complex on the basis of the crystal structure and possesses dramatically stronger enzyme-ligand interaction energy. In silico and experimental site-directed mutagenesis indicates that the strength of the RacE-glutamate carbanion interaction energy is highly distributed among numerous electrostatic interactions in the active site, rather than being dominated by strong hydrogen bonds. Results from this study are important for laying the groundwork for discovery and design of high-affinity ligands to this class of cofactor-independent racemases.
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Affiliation(s)
- M Ashley Spies
- Department of Biochemistry, Institute for Genomic Biology, University of Illinois, Urbana, Illinois 61801, USA.
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Bae B, Ohene-Adjei S, Kocherginskaya S, Mackie RI, Spies MA, Cann IK, Nair SK. Molecular Basis for the Selectivity and Specificity of Ligand Recognition by the Family 16 Carbohydrate-binding Modules from Thermoanaerobacterium polysaccharolyticum ManA. J Biol Chem 2008; 283:12415-25. [DOI: 10.1074/jbc.m706513200] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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Spies MA, Toney MD. Intrinsic Primary and Secondary Hydrogen Kinetic Isotope Effects for Alanine Racemase from Global Analysis of Progress Curves. J Am Chem Soc 2007; 129:10678-85. [PMID: 17691728 DOI: 10.1021/ja067643k] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The pyridoxal phosphate dependent alanine racemase catalyzes the interconversion of L- and D-alanine. The latter is an essential component of peptidoglycan in cell walls of Gram-negative and -positive bacteria, making alanine racemase an attractive target for antibacterials. Global analysis of protiated and deuterated progress curves simultaneously enables determination of intrinsic kinetic and equilibrium isotope effects for alanine racemase. The intrinsic primary kinetic isotope effects for Calpha hydron abstraction are 1.57 +/- 0.05 in the D --> L direction and 1.66 +/- 0.09 in the L --> D direction. Secondary kinetic isotope effects were found for the external aldimine formation steps in both the L --> D (1.13 +/- 0.05, forward; 0.90 +/- 0.03, reverse) and D --> L (1.13 +/- 0.06, forward; 0.89 +/- 0.03, reverse) directions. The secondary equilibrium isotope effects calculated from these are 1.26 +/- 0.07 and 1.27 +/- 0.07 for the L --> D and D --> L directions, respectively. These equilibrium isotope effects imply substantial ground-state destabilization of the C-H bond via hyperconjugation with the conjugated Schiff base/pyridine ring pi system. The magnitudes of the intrinsic primary kinetic isotope effects, the lower boundary on the energy of the quinonoid intermediate, and the protonation states of the active site catalytic acids/bases (K39-epsilonNH2 and Y265-OH) suggest that the pKa of the substrate Calpha-H bond in the external aldimine lies between those of the two catalytic bases, such that the proton abstraction transition state is early in the D --> L direction and late in the L --> D direction.
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Affiliation(s)
- M Ashley Spies
- Department of Biochemistry, University of Illinois, Urbana, Illinois 61801, USA
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Moore RH, Spies MA, Culpepper MB, Murakawa T, Hirota S, Okajima T, Tanizawa K, Mure M. Trapping of a dopaquinone intermediate in the TPQ cofactor biogenesis in a copper-containing amine oxidase from Arthrobacter globiformis. J Am Chem Soc 2007; 129:11524-34. [PMID: 17715921 DOI: 10.1021/ja0731165] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The biogenesis of the topaquinone (TPQ) cofactor of copper amine oxidase (CAO) is self-catalyzed and requires copper and molecular oxygen. A dopaquinone intermediate has been proposed to undergo 1,4-addition of a copper-associated water molecule to form the reduced form of TPQ (TPQ(red)), followed by facile oxidation by O(2) to yield the mature TPQ (TPQ(ox)). In this study, we have incorporated a lysine residue in the active site of Arthrobacter globiformis CAO (AGAO) by site-directed mutagenesis to produce D298K-AGAO. The X-ray crystal structure of D298K-AGAO at 1.7-A resolution revealed that a covalent linkage formed between the epsilon-amino side chain of Lys298 and the C2 position of a dopaquinone derived from Tyr382, a precursor to TPQ(ox). We assigned the species as an iminoquinone tautomer (LTI) of lysine tyrosylquinone (LTQ), the organic cofactor of lysyl oxidase (LOX). The time course of the formation of LTI at pH 6.8 was followed by UV/vis and resonance Raman spectroscopies. In the early phase of the reaction, an LTQ-like intermediate was observed. This intermediate then slowly converted to LTI in an isosbestic manner. Not only is the presence of a dopaquinone intermediate in the TPQ biogenesis confirmed, but it also provides strong support for the proposed intermediacy of a dopaquinone in the biogenesis of LTQ in LOX. Further, this study indicates that the dopaquinone intermediate in AGAO is mobile and can swing from the copper site into the active-site wedge to react with Lys298.
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Affiliation(s)
- Robyn H Moore
- Department of Chemistry, University of Kansas, Lawrence, Kansas 66045, USA
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Dodd D, Reese JG, Louer CR, Ballard JD, Spies MA, Blanke SR. Functional comparison of the two Bacillus anthracis glutamate racemases. J Bacteriol 2007; 189:5265-75. [PMID: 17496086 PMCID: PMC1951872 DOI: 10.1128/jb.00352-07] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2007] [Accepted: 05/01/2007] [Indexed: 11/20/2022] Open
Abstract
Glutamate racemase activity in Bacillus anthracis is of significant interest with respect to chemotherapeutic drug design, because L-glutamate stereoisomerization to D-glutamate is predicted to be closely associated with peptidoglycan and capsule biosynthesis, which are important for growth and virulence, respectively. In contrast to most bacteria, which harbor a single glutamate racemase gene, the genomic sequence of B. anthracis predicts two genes encoding glutamate racemases, racE1 and racE2. To evaluate whether racE1 and racE2 encode functional glutamate racemases, we cloned and expressed racE1 and racE2 in Escherichia coli. Size exclusion chromatography of the two purified recombinant proteins suggested differences in their quaternary structures, as RacE1 eluted primarily as a monomer, while RacE2 demonstrated characteristics of a higher-order species. Analysis of purified recombinant RacE1 and RacE2 revealed that the two proteins catalyze the reversible stereoisomerization of L-glutamate and D-glutamate with similar, but not identical, steady-state kinetic properties. Analysis of the pH dependence of L-glutamate stereoisomerization suggested that RacE1 and RacE2 both possess two titratable active site residues important for catalysis. Moreover, directed mutagenesis of predicted active site residues resulted in complete attenuation of the enzymatic activities of both RacE1 and RacE2. Homology modeling of RacE1 and RacE2 revealed potential differences within the active site pocket that might affect the design of inhibitory pharmacophores. These results suggest that racE1 and racE2 encode functional glutamate racemases with similar, but not identical, active site features.
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Affiliation(s)
- Dylan Dodd
- Department of Microbiology, Institute for Genomic Biology, University of Illinois, Urbana, IL 61801, USA
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Abstract
Free energy profiles for alanine racemase from Bacillus stearothermophilus have been determined at pH 6.9 and 8.9 from global analysis of racemization progress curves. This required a careful statistical design due to the problems in finding the global minimum in mean square for a system with eight adjustable parameters (i.e., the eight rate constants that describe the stepwise chemical mechanism). The free energy profiles obtained through these procedures are supported by independent experimental evidence: (1). steady-state kinetic constants, (2). solvent viscosity dependence, (3). spectral analysis of reaction intermediates, (4). equilibrium overshoots for progress curves measured in D(2)O, and (5). the magnitudes of calculated intrinsic kinetic isotope effects. The free energy profiles for the enzyme are compared to those of the uncatalyzed and the PLP catalyzed reactions. At pH 6.9, PLP lowers the free energy of activation for deprotonation by 8.4 kcal/mol, while the inclusion of apoenzyme along with PLP additionally lowers it by 11 kcal/mol.
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Affiliation(s)
- M Ashley Spies
- Department of Chemistry and Statistical Laboratory, University of California, One Shields Avenue, Davis, California 95616, USA
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Christenson SD, Wu W, Spies MA, Shen B, Toney MD. Kinetic analysis of the 4-methylideneimidazole-5-one-containing tyrosine aminomutase in enediyne antitumor antibiotic C-1027 biosynthesis. Biochemistry 2003; 42:12708-18. [PMID: 14580219 DOI: 10.1021/bi035223r] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The enediyne antitumor antibiotic C-1027 contains an unusual (S)-3-chloro-4,5-dihydroxy-beta-phenylalanine moiety, which requires an aminomutase for its biosynthesis. Previously, we established that SgcC4 is an aminomutase that catalyzes the conversion of L-tyrosine to (S)-beta-tyrosine and employs 4-methylideneimidazole-5-one (MIO) at its active site [Christenson, S. D., Liu, W., Toney, M. D., and Shen, B. (2003) J. Am. Chem. Soc. 125, 6062-6063]. Here, we present a thorough analysis of the properties of SgcC4. L-Tyrosine is the best substrate among those tested and most likely serves as the in vivo precursor for the (S)-3-chloro-4,5-dihydroxy-beta-phenylalanine moiety. The presence of MIO in the active site is supported by several lines of evidence. (1) Addition of ATP or divalent metal ions has no effect on its aminomutase activity. (2) SgcC4 has optimal activity at pH approximately 8.8, similar to the pH optima of MIO-dependent ammonia lyases. (3) SgcC4 is strongly inhibited by sodium borohydride and potassium cyanide, but preincubation with L-tyrosine or 4-hydroxycinnamate largely prevents this inhibition. (4) The difference spectrum between SgcC4 and its S153A mutant shows a positive peak at approximately 310 nm, indicative of MIO. (5) The S153A mutation lowers k(cat)/K(M) 640-fold. The SgcC4-catalyzed conversion of L-tyrosine to (S)-beta-tyrosine proceeds via 4-hydroxycinnamate as an intermediate. The latter also acts as a competitive inhibitor with respect to L-tyrosine and serves as an alternative substrate for the production of beta-tyrosine in the presence of an amino source. A full time course for the SgcC4-catalyzed interconversion between L-tyrosine, beta-tyrosine, and 4-hydroxycinnamate was measured and analyzed to provide estimates for the rate constants in a minimal mechanism. SgcC4 also exhibits a beta-tyrosine racemase activity, but alpha-tyrosine racemase activity was not detected.
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Spies MA, Toney MD. Multiple hydrogen kinetic isotope effects for enzymes catalyzing exchange with solvent: application to alanine racemase. Biochemistry 2003; 42:5099-107. [PMID: 12718553 DOI: 10.1021/bi0274064] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Alanine racemase catalyzes the pyridoxal phosphate-dependent interconversion of the D- and L-isomers of alanine. Previous studies have shown that the enzyme employs a two-base mechanism in which Lys39 and Tyr265 are the acid/base catalysts. It is thus possible that stereoisomerization of the external aldimine intermediates occurs through a concerted double proton transfer without the existence of a distinct carbanionic intermediate. This possibility was tested by the application of multiple kinetic isotope effect (KIE) methodology to alanine racemase. The mutual dependence of primary substrate and solvent deuterium KIEs has been measured using equilibrium perturbation-type experiments. The conceptually straightforward measurement of the substrate KIE in H(2)O is complemented with a less intuitive protium washout perturbation-type measurement in D(2)O. The primary substrate KIE in the D --> L direction at 25 degrees C is reduced from 1.297 in H(2)O to 1.176 in D(2)O, while in the L --> D direction it is reduced from 1.877 in H(2)O to 1.824 in D(2)O. Similar reductions are also observed at 65 degrees C, the temperature to which the Bacillus stearothermophilus enzyme is adapted. These data strongly support a stepwise racemization of stereoisomeric aldimine intermediates in which a substrate-based carbanion is an obligatory intermediate. The ionizations observed in k(cat)/K(M) pH profiles have been definitively assigned based on the DeltaH(ion) values of the observed pK(a)'s with alanine and on the pH dependence of k(cat)/K(M) for the alternative substrate serine. The acidic pK(a) in the bell-shaped curve is due to the phenolic hydroxyl of Tyr265, which must be unprotonated for reaction with either isomer of alanine. The basic pK(a) is due to the substrate amino group, which must be protonated to react with Tyr265-unprotonated enzyme. A detailed reaction mechanism incorporating these results is proposed.
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Affiliation(s)
- M Ashley Spies
- Department of Chemistry, University of California, Davis 95616, USA
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Spies MA, Schowen RL. The trapping of a spontaneously "flipped-out" base from double helical nucleic acids by host-guest complexation with beta-cyclodextrin: the intrinsic base-flipping rate constant for DNA and RNA. J Am Chem Soc 2002; 124:14049-53. [PMID: 12440903 DOI: 10.1021/ja012272n] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Beta-cyclodextrin, which forms stable host-guest complexes with purine bases, induces the melting of RNA and DNA duplexes below their normal melting temperatures. Alpha-cyclodextrin, which does not form stable complexes, has no effect on either RNA or DNA. Gamma-cyclodextrin, which forms weaker complexes, has no effect on RNA and a smaller effect than beta-cyclodextrin on DNA. The rate of melting is kinetically first-order in duplex and, above about 20 mM beta-cyclodextrin, is independent of the beta-cyclodextrin concentration with a first-order rate constant, common to both RNA and DNA, of (3.5 +/- 0.5) x 10(-3) s(-1) at 61 degrees C (DNA) and at 50 degrees C (RNA). This is taken to be the rate constant for spontaneous "flipping out" of a base from within the duplex structure of the nucleic acids, the exposed base being rapidly trapped by beta-cyclodextrin. Like beta-cyclodextrin, nucleic acid methyltransferases bind the target base for methylation in a site that requires it to have flipped out of its normal position in the duplex. The spontaneous flip-out rate constant of around 10(-3) s(-1) is near the value of k(cat) for the methyltransferases (ca. 10(-3) to 10(-1) s(-1)). In principle, the enzymes, therefore, need effect little or no catalysis of the flipping-out reaction. Nevertheless, the flip-out rate in enzyme/DNA complexes is much faster. This observation suggests that the in vivo circumstances may differ from in vitro models or that factors other than a simple drive toward higher catalytic power have been influential in the evolution of these enzymes.
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Affiliation(s)
- M Ashley Spies
- Department of Molecular Biosciences, Higuchi Biosciences Center, University of Kansas, Lawrence, KS 66047, USA
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Abstract
PURPOSE The purpose of this preliminary study was to describe the extent to which healthcare providers recommend the screening strategies for early detection described by the American Cancer Society (ACS), for breast, gynecologic, and colorectal cancer, and by the National Osteoporosis Foundation (NOF), for osteoporosis, to women who are long-term survivors of breast, ovarian, or endometrial cancer. DESCRIPTION OF THE STUDY A four-part survey was developed for this study, with the first three parts based on the ACS guidelines for breast, gynecologic, and colorectal cancer screening and the NOF guidelines for osteoporosis screening. The fourth part related to personal characteristics, setting, knowledge, and perceptions of the nurses surveyed. A random sample of outpatient nurses was obtained from the Oncology Nursing Society. Of 668 nurses, 321 (48%) responded (Oncology Certified Nurse (OCN) 68.1%; Advanced Oncology Certified Nurse (AOCN) 16.6%). RESULTS The most consistently performed screenings that were reported were mammogram (range 74.2-87.7%), professional breast examination (range 73.9-83.7%), and Pap test and pelvic examination (range 61.8-85.2%). The least frequently performed screenings are flexible sigmoidoscopy/colonoscopy (range 20.2-27.7%), bone mineral density testing (range 16.9-19.0%), and height measurement (range 22.5-28.3%). Less than one third of survivors are offered counseling on strategies to promote bone health. CLINICAL IMPLICATIONS Knowledge of factors associated with osteoporosis and the use of screening strategies for second malignancies in survivors of breast, ovarian, and endometrial cancers can be used to implement activities such as patient education and clinical practice protocols that will increase the use of current screening recommendations.
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Affiliation(s)
- S M Mahon
- Saint Louis University, Division of Hematology/Oncology, P.O. Box 15250, St. Louis, MO 63110-0250, USA
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Abstract
The technique and rationale for the use of nursing diagnosis generally are introduced early in the undergraduate curriculum. The three purposes of this descriptive study were to describe the general characteristics and presentation of content on nursing diagnosis in fundamentals of nursing textbooks; describe how the content from the theoretical chapter(s) in nursing diagnosis is carried through in the clinical chapters; and describe how content on diagnostic errors is presented. Although most of the textbooks presented content on nursing diagnosis in a similar fashion, the clinical chapters of the books did not follow the same pattern. Content on diagnostic errors was inconsistent. Educators may find this an effective methodology for reviewing textbooks.
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Affiliation(s)
- S M Mahon
- Deaconess Cancer Center, St. Louis, Missouri, USA
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