1
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Frlan R. An Evolutionary Conservation and Druggability Analysis of Enzymes Belonging to the Bacterial Shikimate Pathway. Antibiotics (Basel) 2022; 11:antibiotics11050675. [PMID: 35625318 PMCID: PMC9137983 DOI: 10.3390/antibiotics11050675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/11/2022] [Accepted: 05/13/2022] [Indexed: 11/25/2022] Open
Abstract
Enzymes belonging to the shikimate pathway have long been considered promising targets for antibacterial drugs because they have no counterpart in mammals and are essential for bacterial growth and virulence. However, despite decades of research, there are currently no clinically relevant antibacterial drugs targeting any of these enzymes, and there are legitimate concerns about whether they are sufficiently druggable, i.e., whether they can be adequately modulated by small and potent drug-like molecules. In the present work, in silico analyses combining evolutionary conservation and druggability are performed to determine whether these enzymes are candidates for broad-spectrum antibacterial therapy. The results presented here indicate that the substrate-binding sites of most enzymes in this pathway are suitable drug targets because of their reasonable conservation and druggability scores. An exception was the substrate-binding site of 3-deoxy-D-arabino-heptulosonate-7-phosphate synthase, which was found to be undruggable because of its high content of charged residues and extremely high overall polarity. Although the presented study was designed from the perspective of broad-spectrum antibacterial drug development, this workflow can be readily applied to any antimicrobial target analysis, whether narrow- or broad-spectrum. Moreover, this research also contributes to a deeper understanding of these enzymes and provides valuable insights into their properties.
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Affiliation(s)
- Rok Frlan
- The Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ljubljana, 1000 Ljubljana, Slovenia
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2
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Vázquez-Ucha JC, Rodríguez D, Lasarte-Monterrubio C, Lence E, Arca-Suarez J, Maneiro M, Gato E, Perez A, Martínez-Guitián M, Juan C, Oliver A, Bou G, González-Bello C, Beceiro A. 6-Halopyridylmethylidene Penicillin-Based Sulfones Efficiently Inactivate the Natural Resistance of Pseudomonas aeruginosa to β-Lactam Antibiotics. J Med Chem 2021; 64:6310-6328. [PMID: 33913328 DOI: 10.1021/acs.jmedchem.1c00369] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Pseudomonas aeruginosa, a major cause of nosocomial infections, is considered a paradigm of antimicrobial resistance, largely due to hyperproduction of chromosomal cephalosporinase AmpC. Here, we explore the ability of 6-pyridylmethylidene penicillin-based sulfones 1-3 to inactivate the AmpC β-lactamase and thus rescue the activity of the antipseudomonal ceftazidime. These compounds increased the susceptibility to ceftazidime in a collection of clinical isolates and PAO1 mutant strains with different ampC expression levels and also improved the inhibition kinetics relative to avibactam, displaying a slow deacylation rate and involving the formation of an indolizine adduct. Bromide 2 was the inhibitor with the lowest KI (15.6 nM) and the highest inhibitory efficiency (kinact/KI). Computational studies using diverse AmpC enzymes revealed that the aromatic moiety in 1-3 targets a tunnel-like site adjacent to the catalytic serine and induces the folding of the H10 helix, indicating the potential value of this not-always-evident pocket in drug design.
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Affiliation(s)
- Juan C Vázquez-Ucha
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - Diana Rodríguez
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CiQUS), Departamento de Química Orgánica, Universidade de Santiago de Compostela, Jenaro de la Fuente s/n, Santiago de Compostela 15782, Spain
| | - Cristina Lasarte-Monterrubio
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - Emilio Lence
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CiQUS), Departamento de Química Orgánica, Universidade de Santiago de Compostela, Jenaro de la Fuente s/n, Santiago de Compostela 15782, Spain
| | - Jorge Arca-Suarez
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - María Maneiro
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CiQUS), Departamento de Química Orgánica, Universidade de Santiago de Compostela, Jenaro de la Fuente s/n, Santiago de Compostela 15782, Spain
| | - Eva Gato
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - Astrid Perez
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - Marta Martínez-Guitián
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - Carlos Juan
- Servicio de Microbiología y Unidad de Investigación, Hospital Universitario Son Espases, Instituto de Investigación Sanitaria Illes Balears (IdiSBA), Carretera de Valldemossa, 79, Palma de Mallorca 07120, Spain
| | - Antonio Oliver
- Servicio de Microbiología y Unidad de Investigación, Hospital Universitario Son Espases, Instituto de Investigación Sanitaria Illes Balears (IdiSBA), Carretera de Valldemossa, 79, Palma de Mallorca 07120, Spain
| | - German Bou
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
| | - Concepción González-Bello
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CiQUS), Departamento de Química Orgánica, Universidade de Santiago de Compostela, Jenaro de la Fuente s/n, Santiago de Compostela 15782, Spain
| | - Alejandro Beceiro
- Servicio de Microbiología do Complejo Hospitalario Universitario da Coruña (CHUAC), Instituto de Investigación Biomédica da Coruña (CICA-INIBIC), Xubias de Arriba, 84, A Coruña 15006, Spain
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3
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Miranda PHDS, Lourenço EMG, Morais AMS, de Oliveira PIC, Silverio PSDSN, Jordão AK, Barbosa EG. Molecular modeling of a series of dehydroquinate dehydratase type II inhibitors of Mycobacterium tuberculosis and design of new binders. Mol Divers 2019; 25:1-12. [PMID: 31820222 DOI: 10.1007/s11030-019-10020-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 11/22/2019] [Indexed: 11/24/2022]
Abstract
Tuberculosis, caused by Mycobacterium tuberculosis (M. tuberculosis), is still responsible for a large number of fatal cases, especially in developing countries with alarming rates of incidence and prevalence worldwide. Mycobacterium tuberculosis has a remarkable ability to develop new resistance mechanisms to the conventional antimicrobials treatment. Because of this, there is an urgent need for novel bioactive compounds for its treatment. The dehydroquinate dehydratase II (DHQase II) is considered a key enzyme of shikimate pathway, and it can be used as a promising target for the design of new bioactive compounds with antibacterial action. The aim of this work was the construction of QSAR models to aid the design of new potential DHQase II inhibitors. For that purpose, various molecular modeling approaches, such as activity cliff, QSAR models and computer-aided ligand design were utilized. A predictive in silico 4D-QSAR model was built using a database comprising 86 inhibitors of DHQase II, and the model was used to predict the activity of the designed ligands. The obtained model proved to predict well the DHQase II inhibition for an external validation dataset ([Formula: see text] = 0.72). Also, the Activity Cliff analysis shed light on important structural features applied to the ligand design.
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Affiliation(s)
- Paulo H de S Miranda
- Departamento de Farmácia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil
| | - Estela M G Lourenço
- Departamento de Farmácia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil
| | - Alexander M S Morais
- Departamento de Farmácia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil
| | - Pedro I C de Oliveira
- Programa de Pós-Graduação em Bioinformática, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil
| | | | - Alessandro K Jordão
- Departamento de Farmácia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil
| | - Euzébio G Barbosa
- Departamento de Farmácia, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil. .,Programa de Pós-Graduação em Bioinformática, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil.
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4
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Pasala C, Katari SK, Nalamolu RM, Bitla AR, Amineni U. In silico probing exercises, bioactive-conformational and dynamic simulations strategies for designing and promoting selective therapeutics against Helicobacter pylori strains. J Mol Graph Model 2019; 92:167-179. [DOI: 10.1016/j.jmgm.2019.07.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Revised: 06/27/2019] [Accepted: 07/25/2019] [Indexed: 12/25/2022]
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5
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Ngo ST, Vu KB, Bui LM, Vu VV. Effective Estimation of Ligand-Binding Affinity Using Biased Sampling Method. ACS OMEGA 2019; 4:3887-3893. [PMID: 31459599 PMCID: PMC6648447 DOI: 10.1021/acsomega.8b03258] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 02/08/2019] [Indexed: 05/09/2023]
Abstract
The binding between two biomolecules is one of the most critical factors controlling many bioprocesses. Therefore, it is of great interest to derive a reliable method to calculate the free binding energy between two biomolecules. In this work, we have demonstrated that the binding affinity of ligands to proteins can be determined through biased sampling simulations. The umbrella sampling (US) method was applied on 20 protein-ligand complexes, including the cathepsin K (CTSK), type II dehydroquinase (DHQase), heat shock protein 90 (HSP90), and factor Xa (FXa) systems. The ligand-binding affinity was evaluated as the difference between the largest and smallest values of the free-energy curve, which was obtained via a potential of mean force analysis. The calculated affinities differ sizably from the previously reported experimental values, with an average difference of ∼3.14 kcal/mol. However, the calculated results are in good correlation with the experimental data, with correlation coefficients of 0.76, 0.87, 0.96, and 0.97 for CTSK, DHQase, HSP90, and FXa, respectively. Thus, the binding free energy of a new ligand can be reliably estimated using our US approach. Furthermore, the root-mean-square errors (RMSEs) of binding affinity of these systems are 1.13, 0.90, 0.37, and 0.25 kcal/mol, for CTSK, DHQase, HSP90, and FXa, respectively. The small RMSE values indicate the good precision of the biased sampling method that can distinguish the ligands exhibiting similar binding affinities.
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Affiliation(s)
- Son Tung Ngo
- Laboratory of Theoretical
and Computational Biophysics, Ton Duc Thang
University, Ho Chi Minh City 7000000, Vietnam
- Faculty
of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City 7000000, Vietnam
| | - Khanh B. Vu
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 700000, Vietnam
| | - Le Minh Bui
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 700000, Vietnam
| | - Van V. Vu
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 700000, Vietnam
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6
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Lence E, van der Kamp MW, González-Bello C, Mulholland AJ. QM/MM simulations identify the determinants of catalytic activity differences between type II dehydroquinase enzymes. Org Biomol Chem 2018; 16:4443-4455. [PMID: 29767194 PMCID: PMC6011038 DOI: 10.1039/c8ob00066b] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 04/18/2018] [Indexed: 11/29/2022]
Abstract
Type II dehydroquinase enzymes (DHQ2), recognized targets for antibiotic drug discovery, show significantly different activities dependent on the species: DHQ2 from Mycobacterium tuberculosis (MtDHQ2) and Helicobacter pylori (HpDHQ2) show a 50-fold difference in catalytic efficiency. Revealing the determinants of this activity difference is important for our understanding of biological catalysis and further offers the potential to contribute to tailoring specificity in drug design. Molecular dynamics simulations using a quantum mechanics/molecular mechanics potential, with correlated ab initio single point corrections, identify and quantify the subtle determinants of the experimentally observed difference in efficiency. The rate-determining step involves the formation of an enolate intermediate: more efficient stabilization of the enolate and transition state of the key step in MtDHQ2, mainly by the essential residues Tyr24 and Arg19, makes it more efficient than HpDHQ2. Further, a water molecule, which is absent in MtDHQ2 but involved in generation of the catalytic Tyr22 tyrosinate in HpDHQ2, was found to destabilize both the transition state and the enolate intermediate. The quantification of the contribution of key residues and water molecules in the rate-determining step of the mechanism also leads to improved understanding of higher potencies and specificity of known inhibitors, which should aid ongoing inhibitor design.
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Affiliation(s)
- Emilio Lence
- Centre for Computational Chemistry
, School of Chemistry
, University of Bristol
,
Cantock's Close
, BS8 1TS Bristol
, UK
.
; Tel: +44 (0)117 9289097
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CIQUS)
, Departamento de Química Orgánica
, Universidade de Santiago de Compostela
,
Jenaro de la Fuente s/n
, 15782 Santiago de Compostela
, Spain
.
; Tel: +34 881 815726
| | - Marc W. van der Kamp
- Centre for Computational Chemistry
, School of Chemistry
, University of Bristol
,
Cantock's Close
, BS8 1TS Bristol
, UK
.
; Tel: +44 (0)117 9289097
- School of Biochemistry
, University of Bristol
, University Walk
,
BS8 1TD Bristol
, UK
.
; Tel: +44 (0)117 3312147
| | - Concepción González-Bello
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CIQUS)
, Departamento de Química Orgánica
, Universidade de Santiago de Compostela
,
Jenaro de la Fuente s/n
, 15782 Santiago de Compostela
, Spain
.
; Tel: +34 881 815726
| | - Adrian J. Mulholland
- Centre for Computational Chemistry
, School of Chemistry
, University of Bristol
,
Cantock's Close
, BS8 1TS Bristol
, UK
.
; Tel: +44 (0)117 9289097
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7
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Peón A, Robles A, Blanco B, Convertino M, Thompson P, Hawkins AR, Caflisch A, González-Bello C. Reducing the Flexibility of Type II Dehydroquinase for Inhibition: A Fragment-Based Approach and Molecular Dynamics Study. ChemMedChem 2017; 12:1512-1524. [DOI: 10.1002/cmdc.201700396] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 08/01/2017] [Indexed: 11/09/2022]
Affiliation(s)
- Antonio Peón
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares, CIQUS, and Departamento de Química Orgánica; Universidade de Santiago de Compostela; calle Jenaro de la Fuente s/n 15782 Santiago de Compostela Spain
| | - Adrián Robles
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares, CIQUS, and Departamento de Química Orgánica; Universidade de Santiago de Compostela; calle Jenaro de la Fuente s/n 15782 Santiago de Compostela Spain
| | - Beatriz Blanco
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares, CIQUS, and Departamento de Química Orgánica; Universidade de Santiago de Compostela; calle Jenaro de la Fuente s/n 15782 Santiago de Compostela Spain
| | - Marino Convertino
- Department of Biochemistry; University of Zurich; 8057 Zurich Switzerland
- Current address: Department of Biochemistry and Biophysics; University of North Carolina, School of Medicine; Chapel Hill NC 27599 USA
| | - Paul Thompson
- Institute of Cell and Molecular Biosciences, Medical School; University of Newcastle upon Tyne; Catherine Cookson Building, Framlington Place Newcastle upon Tyne NE2 4HH UK
| | - Alastair R. Hawkins
- Institute of Cell and Molecular Biosciences, Medical School; University of Newcastle upon Tyne; Catherine Cookson Building, Framlington Place Newcastle upon Tyne NE2 4HH UK
| | - Amedeo Caflisch
- Department of Biochemistry; University of Zurich; 8057 Zurich Switzerland
| | - Concepción González-Bello
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares, CIQUS, and Departamento de Química Orgánica; Universidade de Santiago de Compostela; calle Jenaro de la Fuente s/n 15782 Santiago de Compostela Spain
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8
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González-Bello C, Tizón L, Lence E, Otero JM, van Raaij MJ, Martinez-Guitian M, Beceiro A, Thompson P, Hawkins AR. Chemical Modification of a Dehydratase Enzyme Involved in Bacterial Virulence by an Ammonium Derivative: Evidence of its Active Site Covalent Adduct. J Am Chem Soc 2015; 137:9333-43. [DOI: 10.1021/jacs.5b04080] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | | | | | | | - Mark J. van Raaij
- Departamento
de Estructura de Macromoléculas, Centro Nacional de Biotecnología (CSIC), Campus Cantoblanco, 28049 Madrid, Spain
| | - Marta Martinez-Guitian
- Servicio
de Microbiología-INIBIC, Complejo Hospitalario Universitario A Coruña (CHUAC), 15006 A Coruña, Spain
| | - Alejandro Beceiro
- Servicio
de Microbiología-INIBIC, Complejo Hospitalario Universitario A Coruña (CHUAC), 15006 A Coruña, Spain
| | - Paul Thompson
- Institute
of Cell and Molecular Biosciences, Medical School, University of Newcastle upon Tyne, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Alastair R. Hawkins
- Institute
of Cell and Molecular Biosciences, Medical School, University of Newcastle upon Tyne, Newcastle upon Tyne NE2 4HH, United Kingdom
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9
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Mechanistic insight into the reaction catalysed by bacterial type II dehydroquinases1. Biochem J 2014; 458:547-57. [DOI: 10.1042/bj20131103] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The present study identified the residue that deprotonates the essential tyrosine that triggers the catalytic process and provides details of the required motions for the catalytic turnover. A previously unknown key role for the essential arginine and two conserved arginines is also reported.
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10
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Green KD, Garneau-Tsodikova S. Resistance in tuberculosis: what do we know and where can we go? Front Microbiol 2013; 4:208. [PMID: 23888158 PMCID: PMC3719028 DOI: 10.3389/fmicb.2013.00208] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Accepted: 07/05/2013] [Indexed: 12/05/2022] Open
Abstract
Tuberculosis (TB) has become a worldwide threat, mainly due to the emergence of multidrug-resistant (MDR) and extensively drug-resistant (XDR) strains of Mycobacterium tuberculosis (Mtb). This mini-review is focused on the various mechanisms of resistance to the currently available anti-TB drugs and provides perspective on novel strategies and lead scaffolds/compounds aimed at inhibiting/overcoming these resistance mechanisms.
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Affiliation(s)
- Keith D Green
- Department of Pharmaceutical Sciences, University of Kentucky Lexington, KY, USA
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