1
|
Pedro L, Cross M, Hofmann A, Mak T, Quinn RJ. Development of an HPLC-based guanosine monophosphate kinase assay and application to Plasmodium vivax guanylate kinase. Anal Biochem 2019; 575:63-69. [PMID: 30943378 PMCID: PMC6494078 DOI: 10.1016/j.ab.2019.03.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Revised: 03/18/2019] [Accepted: 03/29/2019] [Indexed: 11/12/2022]
Abstract
The development of a high-performance liquid chromatography (HPLC)-based method, for guanosine monophosphate kinase activity assays, is presented. The method uses the intrinsic UV absorption (at 260 nm) of substrates and products of the enzymatic reaction (GMP, ATP, ADP and GDP) to unambiguously determine percent conversion of substrate into product. It uses a commercially available C18 column which can separate reaction samples by elution under isocratic conditions in 12 min per run. The kinetics of the forward reaction catalyzed by Plasmodium vivax guanylate kinase (PvGK), a potential drug target against malaria, was determined. The relative concentrations of the two substrates (GMP and ATP) have a distinct effect on reaction velocity. Kinetic analyses showed the PvGK-catalyzed reaction to be associated with atypical kinetics, where substrate inhibition kinetics and non-Michaelis-Menten (sigmoidal) kinetics were found with respect to GMP and ATP, respectively. Additionally, the method was used in inhibition assays to screen twenty fragment-like compounds. The assays were robust and reproducible, with a signal window of 3.8 and a Z’ factor of 0.6. For the best inhibitor, an IC50 curve was generated. Simple HPLC separation of nucleotides involved in the guanylate kinase reaction. Direct and unambiguous determination of percent conversion of substrate into product. Successful application to Plasmodium vivax guanylate kinase (PvGK) activity studies. Reaction catalyzed by PvGK found to be associated with atypical kinetics. Robust and reproducible inhibition assay for compound screening.
Collapse
Affiliation(s)
- Liliana Pedro
- Griffith Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Megan Cross
- Griffith Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Andreas Hofmann
- Griffith Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Tin Mak
- Griffith Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | - Ronald J Quinn
- Griffith Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia.
| |
Collapse
|
2
|
Fox JM, Zhao M, Fink MJ, Kang K, Whitesides GM. The Molecular Origin of Enthalpy/Entropy Compensation in Biomolecular Recognition. Annu Rev Biophys 2018; 47:223-250. [DOI: 10.1146/annurev-biophys-070816-033743] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Biomolecular recognition can be stubborn; changes in the structures of associating molecules, or the environments in which they associate, often yield compensating changes in enthalpies and entropies of binding and no net change in affinities. This phenomenon—termed enthalpy/entropy (H/S) compensation—hinders efforts in biomolecular design, and its incidence—often a surprise to experimentalists—makes interactions between biomolecules difficult to predict. Although characterizing H/S compensation requires experimental care, it is unquestionably a real phenomenon that has, from an engineering perspective, useful physical origins. Studying H/S compensation can help illuminate the still-murky roles of water and dynamics in biomolecular recognition and self-assembly. This review summarizes known sources of H/ S compensation (real and perceived) and lays out a conceptual framework for understanding and dissecting—and, perhaps, avoiding or exploiting—this phenomenon in biophysical systems.
Collapse
Affiliation(s)
- Jerome M. Fox
- Department of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado 80309, USA
| | - Mengxia Zhao
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, USA;, ,
| | - Michael J. Fink
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, USA;, ,
| | - Kyungtae Kang
- Department of Applied Chemistry, Kyung Hee University, Yongin, Gyeonggi 17104, Republic of Korea
| | - George M. Whitesides
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, USA;, ,
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Cambridge, Massachusetts 02138, USA
- The Kavli Institute for Bionano Science and Technology, Harvard University, Cambridge, Massachusetts 02138, USA
| |
Collapse
|
3
|
Pedro L, Van Voorhis WC, Quinn RJ. Optimization of Electrospray Ionization by Statistical Design of Experiments and Response Surface Methodology: Protein-Ligand Equilibrium Dissociation Constant Determinations. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2016; 27:1520-30. [PMID: 27225419 PMCID: PMC4972871 DOI: 10.1007/s13361-016-1417-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Revised: 04/29/2016] [Accepted: 05/04/2016] [Indexed: 05/28/2023]
Abstract
Electrospray ionization mass spectrometry (ESI-MS) binding studies between proteins and ligands under native conditions require that instrumental ESI source conditions are optimized if relative solution-phase equilibrium concentrations between the protein-ligand complex and free protein are to be retained. Instrumental ESI source conditions that simultaneously maximize the relative ionization efficiency of the protein-ligand complex over free protein and minimize the protein-ligand complex dissociation during the ESI process and the transfer from atmospheric pressure to vacuum are generally specific for each protein-ligand system and should be established when an accurate equilibrium dissociation constant (KD) is to be determined via titration. In this paper, a straightforward and systematic approach for ESI source optimization is presented. The method uses statistical design of experiments (DOE) in conjunction with response surface methodology (RSM) and is demonstrated for the complexes between Plasmodium vivax guanylate kinase (PvGK) and two ligands: 5'-guanosine monophosphate (GMP) and 5'-guanosine diphosphate (GDP). It was verified that even though the ligands are structurally similar, the most appropriate ESI conditions for KD determination by titration are different for each. Graphical Abstract ᅟ.
Collapse
Affiliation(s)
- Liliana Pedro
- Eskitis Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia
| | | | - Ronald J Quinn
- Eskitis Institute for Drug Discovery, Griffith University, Brisbane, Queensland, Australia.
| |
Collapse
|
4
|
Precupas A, Sandu R, Popa VT. Quercetin Influence on Thermal Denaturation of Bovine Serum Albumin. J Phys Chem B 2016; 120:9362-75. [DOI: 10.1021/acs.jpcb.6b06214] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Aurica Precupas
- “Ilie Murgulescu”
Institute of Physical Chemistry, Romanian Academy, Splaiul Independentei
202, Bucharest, 060021, Romania
| | - Romica Sandu
- “Ilie Murgulescu”
Institute of Physical Chemistry, Romanian Academy, Splaiul Independentei
202, Bucharest, 060021, Romania
| | - Vlad T. Popa
- “Ilie Murgulescu”
Institute of Physical Chemistry, Romanian Academy, Splaiul Independentei
202, Bucharest, 060021, Romania
| |
Collapse
|
5
|
Native Mass Spectrometry in Fragment-Based Drug Discovery. Molecules 2016; 21:molecules21080984. [PMID: 27483215 PMCID: PMC6274484 DOI: 10.3390/molecules21080984] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 07/14/2016] [Accepted: 07/23/2016] [Indexed: 11/17/2022] Open
Abstract
The advent of native mass spectrometry (MS) in 1990 led to the development of new mass spectrometry instrumentation and methodologies for the analysis of noncovalent protein-ligand complexes. Native MS has matured to become a fast, simple, highly sensitive and automatable technique with well-established utility for fragment-based drug discovery (FBDD). Native MS has the capability to directly detect weak ligand binding to proteins, to determine stoichiometry, relative or absolute binding affinities and specificities. Native MS can be used to delineate ligand-binding sites, to elucidate mechanisms of cooperativity and to study the thermodynamics of binding. This review highlights key attributes of native MS for FBDD campaigns.
Collapse
|
6
|
Insights into open/closed conformations of the catalytically active human guanylate kinase as investigated by small-angle X-ray scattering. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2015; 45:81-9. [PMID: 26446352 PMCID: PMC4698301 DOI: 10.1007/s00249-015-1079-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 08/31/2015] [Indexed: 02/05/2023]
Abstract
Abstract
Bio-catalysis is the outcome of a subtle interplay between internal motions in enzymes and chemical kinetics. Small-angle X-ray scattering (SAXS) investigation of an enzyme’s internal motions during catalysis offers an integral view of the protein’s structural plasticity, dynamics, and function, which is useful for understanding allosteric effects and developing novel medicines. Guanylate kinase (GMPK) is an essential enzyme involved in the guanine nucleotide metabolism of unicellular and multicellular organisms. It is also required for the intracellular activation of numerous antiviral and anticancer purine nucleoside analog prodrugs. Catalytically active recombinant human GMPK (hGMPK) was purified for the first time and changes in the size and shape of open/closed hGMPK were tracked by SAXS. The binding of substrates (GMP + AMPPNP or Ap5G or GMP + ADP) resulted in the compaction of size and shape of hGMPK. The structural changes between open and completely closed hGMPK conformation were confirmed by observing differences in the hGMPK secondary structures with circular dichroism spectroscopy. Graphical abstract ![]()
Electronic supplementary material The online version of this article (doi:10.1007/s00249-015-1079-9) contains supplementary material, which is available to authorized users.
Collapse
|
7
|
Purification and characterization of guanylate kinase, a nucleoside monophosphate kinase of Brugia malayi. Parasitology 2014; 141:1341-52. [DOI: 10.1017/s0031182014000675] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
SUMMARYGuanylate kinase, a nucleoside monophosphate kinase of Brugia malayi which is involved in reversible transfer of phosphate groups from ATP to GMP, was cloned, expressed and characterized. The native molecular mass of BmGK was found to be 45 kDa as determined by size exclusion chromatography and glutaraldehyde cross-linking which revealed that the protein is homodimer in nature. This is a unique characteristic among known eukaryotic GKs. GMP and ATP served as the most effective phosphate acceptor and donor, respectively. Recombinant BmGK utilized both GMP and dGMP, as substrates showing Km values of 30 and 38 μm, respectively. Free Mg+2 (un-complexed to ATP) and GTP play a regulatory role in catalysis of BmGK. The enzyme showed higher catalytic efficiency as compared with human GK and showed ternary complex (BmGK-GMP-ATP) formation with sequential substrate binding. The secondary structure of BmGK consisted of 45% α-helices, 18% β-sheets as revealed by CD analysis. Homology modelling and docking with GMP revealed conserved substrate binding residues with slight differences. Differences in kinetic properties and oligomerization of BmGK compared with human GK can provide the way for design of parasite-specific inhibitors.
Collapse
|
8
|
Kandeel M, Al-Taher A, Nakashima R, Sakaguchi T, Kandeel A, Nagaya Y, Kitamura Y, Kitade Y. Bioenergetics and gene silencing approaches for unraveling nucleotide recognition by the human EIF2C2/Ago2 PAZ domain. PLoS One 2014; 9:e94538. [PMID: 24788663 PMCID: PMC4008379 DOI: 10.1371/journal.pone.0094538] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2013] [Accepted: 03/18/2014] [Indexed: 12/27/2022] Open
Abstract
Gene silencing and RNA interference are major cellular processes that control gene expression via the cleavage of target mRNA. Eukaryotic translation initiation factor 2C2 (EIF2C2, Argonaute protein 2, Ago2) is considered to be the major player of RNAi as it is the core component of RISC complexes. While a considerable amount of research has focused on RNA interference and its associated mechanisms, the nature and mechanisms of nucleotide recognition by the PAZ domain of EIF2C2/Ago2 have not yet been characterized. Here, we demonstrate that the EIF2C2/Ago2 PAZ domain has an inherent lack of binding to adenine nucleotides, a feature that highlights the poor binding of 3′-adenylated RNAs with the PAZ domain as well as the selective high trimming of the 3′-ends of miRNA containing adenine nucleotides. We further show that the PAZ domain selectively binds all ribonucleotides (except adenosine), whereas it poorly recognizes deoxyribonucleotides. In this context, the modification of dTMP to its ribonucleotide analogue gave a drastic improvement of binding enthalpy and, hence, binding affinity. Additionally, higher in vivo gene silencing efficacy was correlated with the stronger PAZ domain binders. These findings provide new insights into the nature of the interactions of the EIF2C2/Ago2 PAZ domain.
Collapse
Affiliation(s)
- Mahmoud Kandeel
- Department of Physiology, Biochemistry and Pharmacology, Faculty of Veterinary Medicine and Animal Resources, King Faisal University, Alhofuf, Alahsa, Saudi Arabia
- Department of Pharmacology, Faculty of Veterinary Medicine, Kafrelshikh University, Kafrelshikh, Egypt
| | - Abdullah Al-Taher
- Department of Physiology, Biochemistry and Pharmacology, Faculty of Veterinary Medicine and Animal Resources, King Faisal University, Alhofuf, Alahsa, Saudi Arabia
| | - Remi Nakashima
- United Graduate School of Drug Discovery and Medical Information Sciences, Gifu University, Gifu, Japan
| | - Tomoya Sakaguchi
- Department of Biomolecular Science, Faculty of Engineering, Gifu University, Gifu, Japan
| | - Ali Kandeel
- Department of Biology, Faculty of Sciences and Arts, Alkamil Branch, King Abdul Aziz University, Alkamil, Saudi Arabia
- Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt
| | - Yuki Nagaya
- Department of Biomolecular Science, Faculty of Engineering, Gifu University, Gifu, Japan
| | - Yoshiaki Kitamura
- United Graduate School of Drug Discovery and Medical Information Sciences, Gifu University, Gifu, Japan
| | - Yukio Kitade
- United Graduate School of Drug Discovery and Medical Information Sciences, Gifu University, Gifu, Japan
- Department of Biomolecular Science, Faculty of Engineering, Gifu University, Gifu, Japan
- * E-mail:
| |
Collapse
|
9
|
Kandeel M, Elgazar W, Kitade Y. The Binding Interactions of the Macrolide Endectocide Ivermectin with the Antibiotics Ampicillin, Chloramphenicol and Tetracycline HCL. Indian J Pharm Sci 2013; 74:592-6. [PMID: 23798790 PMCID: PMC3687934 DOI: 10.4103/0250-474x.110635] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2011] [Revised: 12/11/2012] [Accepted: 12/22/2012] [Indexed: 12/26/2022] Open
Abstract
Ivermectin, chloramphenicol, ampicillin and tetracycline HCl are common drugs in human and veterinary practice. The purpose of this study is to investigate the possible binding interactions between ivermectin and the antibiotics chloramphenicol, ampicillin and tetracycline HCl. Isothermal titration calorimetry was used to determine the binding interactions between ivermectin and these antibiotics. Results indicated that, about three molecules of ampicillin can bind to one molecule of ivermectin and about one molecule of chloramphenicol with one molecule of ivermectin. However, no binding stoichiometry can be detected with tetracycline HCl-ivermectin titration. Furthermore, the binding interactions were accompanied by various biophysical and biochemical mechanisms. This is the first report of such interactions of ivermectin with chloramphenicol, ampicillin and tetracycline HCl. There are possible binding interactions of ivermectin with chloramphenicol and ampicillin. Further studies are required for detecting the impact of this binding on biological aspects of drug actions.
Collapse
Affiliation(s)
- M Kandeel
- United Graduate School of Drug Discovery and Medical Information Sciences,Gifu University, Yanagido 1-1, Gifu 501-1193, Japan
| | | | | |
Collapse
|
10
|
Abstract
Malaria, the disease caused by infection with protozoan parasites from the genus Plasmodium, claims the lives of nearly 1 million people annually. Developing nations, particularly in the African Region, bear the brunt of this malaria burden. Alarmingly, the most dangerous etiologic agent of malaria, Plasmodium falciparum, is becoming increasingly resistant to current first-line antimalarials. In light of the widespread devastation caused by malaria, the emergence of drug-resistant P. falciparum strains, and the projected decrease in funding for malaria eradication that may occur over the next decade, the identification of promising new targets for antimalarial drug design is imperative. P. falciparum kinases have been proposed as ideal drug targets for antimalarial drug design because they mediate critical cellular processes within the parasite and are, in many cases, structurally and mechanistically divergent when compared with kinases from humans. Identifying a molecule capable of inhibiting the activity of a target enzyme is generally an arduous and expensive process that can be greatly aided by utilizing in silico drug design techniques. Such methods have been extensively applied to human kinases, but as yet have not been fully exploited for the exploration and characterization of antimalarial kinase targets. This review focuses on in silico methods that have been used for the evaluation of potential antimalarials and the Plasmodium kinases that could be explored using these techniques.
Collapse
|
11
|
Delalande O, Sacquin-Mora S, Baaden M. Enzyme closure and nucleotide binding structurally lock guanylate kinase. Biophys J 2011; 101:1440-9. [PMID: 21943425 DOI: 10.1016/j.bpj.2011.07.048] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2011] [Revised: 07/15/2011] [Accepted: 07/28/2011] [Indexed: 02/02/2023] Open
Abstract
We investigate the conformational dynamics and mechanical properties of guanylate kinase (GK) using a multiscale approach combining high-resolution atomistic molecular dynamics and low-resolution Brownian dynamics simulations. The GK enzyme is subject to large conformational changes, leading from an open to a closed form, which are further influenced by the presence of nucleotides. As suggested by recent work on simple coarse-grained models of apo-GK, we primarily focus on GK's closure mechanism with the aim to establish a detailed picture of the hierarchy and chronology of structural events essential for the enzymatic reaction. We have investigated open-versus-closed, apo-versus-holo, and substrate-versus-product-loaded forms of the GK enzyme. Bound ligands significantly modulate the mechanical and dynamical properties of GK and rigidity profiles of open and closed states hint at functionally important differences. Our data emphasizes the role of magnesium, highlights a water channel permitting active site hydration, and reveals a structural lock that stabilizes the closed form of the enzyme.
Collapse
Affiliation(s)
- Olivier Delalande
- Institut de Biologie Physico-Chimique, Laboratoire de Biochimie Théorique, Centre National de la Recherche Scientifique, UPR9080, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | | | | |
Collapse
|