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1.
J Biomol Struct Dyn ; 35(2): 287-299, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26725317

RESUMO

Brucella melitensis is a pathogenic Gram-negative bacterium which is known for causing zoonotic diseases (Brucellosis). The organism is highly contagious and has been reported to be used as bioterrorism agent against humans. Several antibiotics and vaccines have been developed but these antibiotics have exhibited the sign of antibiotic resistance or ineffective at lower concentrations, which imposes an urgent need to identify the novel drugs/drug targets against this organism. In this work, metabolic pathways analysis has been performed with different filters such as non-homology with humans, essentially of genes and choke point analysis, leading to identification of novel drug targets. A total of 18 potential drug target proteins were filtered out and used to develop the high confidence protein-protein interaction network The Phosphoribosyl-AMP cyclohydrolase (HisI) protein has been identified as potential drug target on the basis of topological parameters. Further, a homology model of (HisI) protein has been developed using Modeller with multiple template (1W6Q (48%), 1ZPS (55%), and 2ZKN (48%)) approach and validated using PROCHECK and Verify3D. The virtual high throughput screening (vHTS) using DockBlaster tool has been performed against 16,11,889 clean fragments from ZINC database. Top 500 molecules from DockBlaster were docked using Vina. The docking analysis resulted in ZINC04880153 showing the lowest binding energy (-9.1 kcal/mol) with the drug target. The molecular dynamics study of the complex HisI-ZINC04880153 was conducted to analyze the stability and fluctuation of ligand within the binding pocket of HisI. The identified ligand could be analyzed in the wet-lab based experiments for future drug discovery.


Assuntos
Aminoidrolases/química , Aminoidrolases/metabolismo , Proteínas de Bactérias/química , Proteínas de Bactérias/metabolismo , Brucella melitensis/metabolismo , Inibidores Enzimáticos/química , Redes e Vias Metabólicas , Aminoidrolases/antagonistas & inibidores , Proteínas de Bactérias/farmacologia , Sítios de Ligação , Biologia Computacional/métodos , Descoberta de Drogas , Inibidores Enzimáticos/farmacologia , Humanos , Ligação de Hidrogênio , Modelos Moleculares , Conformação Molecular , Simulação de Dinâmica Molecular , Ligação Proteica , Mapeamento de Interação de Proteínas , Mapas de Interação de Proteínas
2.
Comput Biol Chem ; 65: 80-90, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27776248

RESUMO

The lack of complete treatments and appearance of multiple drug-resistance strains of Burkholderia cepacia complex (Bcc) are causing an increased risk of lung infections in cystic fibrosis patients. Bcc infection is a big risk to human health and demands an urgent need to identify new therapeutics against these bacteria. Network biology has emerged as one of the prospective hope in identifying novel drug targets and hits. We have applied protein-protein interaction methodology to identify new drug-target candidates (orthologs) in Burkhloderia cepacia GG4, which is an important strain for studying the quorum-sensing phenomena. An evolutionary based ortholog mapping approach has been applied for generating the large scale protein-protein interactions in B. Cepacia. As a case study, one of the identified drug targets; GEM_3202, a NH (3)-dependent NAD synthetase protein has been studied and the potential ligand molecules were screened using the ZINC database. The three dimensional structure (NH (3)-dependent NAD synthetase protein) has been predicted from MODELLERv9.11 tool using multiple PDB templates such as 3DPI, 2PZ8 and 1NSY with sequence identity of 76%, 50% and 50% respectively. The structure has been validated with Ramachandaran plot having 100% residues of NadE in allowed region and overall quality factor of 81.75 using ERRAT tool. High throughput screening and Vina resulted in two potential hits against NadE such as ZINC83103551 and ZINC38008121. These molecules showed lowest binding energy of -5.7kcalmol-1 and high stability in the binding pockets during molecular dynamics simulation analysis. The similar approach for target identification could be applied for clinical strains of other pathogenic microbes.


Assuntos
Antibacterianos/farmacologia , Burkholderia cepacia/efeitos dos fármacos , Simulação de Dinâmica Molecular , Ligação Proteica
3.
J Mol Model ; 20(7): 2340, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24990796

RESUMO

The degradation of hydrocarbons plays an important role in the eco-balancing of petroleum products, pesticides and other toxic products in the environment. The degradation of hydrocarbons by microbes such as Geobacillus thermodenitrificans, Burkhulderia, Gordonia sp. and Acinetobacter sp. has been studied intensively in the literature. The present study focused on the in silico protein engineering of alkane monooxygenase (ladA)-a protein involved in the alkane degradation pathway. We demonstrated the improvement in substrate binding energy with engineered ladA in Burkholderia thailandensis MSMB121. We identified an ortholog of ladA monooxygenase found in B. thailandensis MSMB121, and showed it to be an enzyme involved in an alkane degradation pathway studied extensively in Geobacillus thermodenitrificans. Homology modeling of the three-dimensional structure of ladA was performed with a crystal structure (protein databank ID: 3B9N) as a template in MODELLER 9v11, and further validated using PROCHECK, VERIFY-3D and WHATIF tools. Specific amino acids were substituted in the region corresponding to amino acids 305-370 of ladA protein, resulting in an enhancement of binding energy in different alkane chain molecules as compared to wild protein structures in the docking experiments. The substrate binding energy with the protein was calculated using Vina (Implemented in VEGAZZ). Molecular dynamics simulations were performed to study the dynamics of different alkane chain molecules inside the binding pockets of wild and mutated ladA. Here, we hypothesize an improvement in binding energies and accessibility of substrates towards engineered ladA enzyme, which could be further facilitated for wet laboratory-based experiments for validation of the alkane degradation pathway in this organism.


Assuntos
Alcanos/metabolismo , Proteínas de Bactérias/metabolismo , Burkholderia/enzimologia , Oxigenases de Função Mista/metabolismo , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Engenharia de Proteínas , Sequência de Aminoácidos , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Sítios de Ligação , Burkholderia/genética , Cristalização , Bases de Dados de Proteínas , Oxigenases de Função Mista/química , Oxigenases de Função Mista/genética , Dados de Sequência Molecular , Mutação , Ligação Proteica , Conformação Proteica , Homologia de Sequência , Relação Estrutura-Atividade , Especificidade por Substrato
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