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1.
Semin Cancer Biol ; 68: 249-257, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32360530

RESUMO

Managing cancer is now one of the biggest concerns of health organizations. Many strategies have been developed in drug discovery pipelines to help rectify this problem and two of the best ones are drug repurposing and computational methods. The combination of these approaches can have immense impact on the course of drug discovery. In silico drug repurposing can significantly reduce the time, the cost and the effort of drug development. Computational methods such as structure-based drug design (SBDD) and virtual screening can predict the potentials of small molecule binders, such as drugs, for having favorable effect on a particular molecular target. However, the demand for accuracy and efficiency of SBDD requires more sophisticated and complicated approaches such as unbiased molecular dynamics (UMD) simulation that has been recently introduced. As a complementary strategy, the knowledge acquired from UMD simulations can increase the chance of finding the right candidates and the pipeline of its administration is introduced and discussed in this review. An elaboration of this pipeline is also made by detailing an example, the binding and unbinding pathways of dasatinib-c-Src kinase complex, which shows that how influential this method can be in rational drug repurposing in cancer treatment.


Assuntos
Antineoplásicos/química , Antineoplásicos/uso terapêutico , Biologia Computacional/métodos , Descoberta de Drogas , Reposicionamento de Medicamentos/métodos , Simulação de Dinâmica Molecular , Neoplasias/tratamento farmacológico , Animais , Desenho de Fármacos , Ensaios de Triagem em Larga Escala , Humanos
2.
Bioinformatics ; 36(18): 4714-4720, 2020 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-32525544

RESUMO

SUMMARY: Small molecules such as metabolites and drugs play essential roles in biological processes and pharmaceutical industry. Knowing their interactions with biomacromolecular targets demands a deep understanding of binding mechanisms. Dozens of papers have suggested that discovering of the binding event by means of conventional unbiased molecular dynamics (MD) simulation urges considerable amount of computational resources, therefore, only one who holds a cluster or a supercomputer can afford such extensive simulations. Thus, many researchers who do not own such resources are reluctant to take the benefits of running unbiased MD simulation, in full atomistic details, when studying a ligand binding pathway. Many researchers are impelled to be content with biased MD simulations which seek its validation due to its intrinsic preconceived framework. In this work, we have presented a workable stratagem to encourage everyone to perform unbiased (unguided) MD simulations, in this case a protein-ligand binding process, by typical desktop computers and so achieve valuable results in nanosecond time scale. Here, we have described a dynamical binding's process of an anticancer drug, the dasatinib, to the c-Src kinase in full atomistic details for the first time, without applying any biasing force or potential which may lead the drug to artificial interactions with the protein. We have attained multiple independent binding events which occurred in the nanosecond time scales, surprisingly as little as ∼30 ns. Both the protonated and deprotonated forms of the dasatinib reached the crystallographic binding mode without having any major intermediate state during induction. AVAILABILITY AND IMPLEMENTATION: The links of the tutorial and technical documents are accessible in the article. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Simulação de Dinâmica Molecular , Quinases da Família src , Sítios de Ligação , Dasatinibe , Ligantes , Ligação Proteica , Conformação Proteica , Proteínas
3.
Drug Chem Toxicol ; 44(5): 470-479, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-31668098

RESUMO

One of the deadliest enzymes in the snake venom is l-amino acid oxidase (LAAO) which plays an important role in the pathophysiological effects during snake envenomation. Some effects of this enzyme on the human body are apoptosis, platelet aggregation, edema, hemorrhage, and cytotoxicity. Hence, inhibiting the enzyme activity to reduce its degradation effects is of great medical and pharmacological importance. On the other hand, drug repurposing is a process to find the new existing drug for a new medical indication. Since Crotalus adamanteus LAAO has no crystal structure in the protein data bank, first, its 3D structure was constructed by homology modeling using 1REO as the template and then modeled structure was evaluated by several algorithms. We screened the FDA-approved drugs by structure-based virtual screening, molecular dynamics (MD) simulation, and Molecular Mechanics Poisson Boltzmann Surface Area (MM/PBSA) to identify new inhibitors for the snake venom LAAO. Interestingly, docking results revealed that half of the hits belong to the propionic acid derivatives drugs. In addition, MD simulation was performed to assess the interaction profile of the docked protein-hits complexes. Meanwhile, Arg88, Gln112, Lys345, Trp356 form consistent hydrogen bond interactions with Dexketoprofen, Flurbiprofen, Ketoprofen, Morphine, and Citric acid during simulation. According to the results, each of the four compounds can be an appropriate inhibitor of LAAO and since our study was based on drug repurposing could be evaluated in phase II clinical trials.


Assuntos
Venenos de Crotalídeos/enzimologia , Inibidores Enzimáticos/farmacologia , L-Aminoácido Oxidase/antagonistas & inibidores , Animais , Crotalus , Reposicionamento de Medicamentos , L-Aminoácido Oxidase/química , L-Aminoácido Oxidase/isolamento & purificação , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular
4.
Biogerontology ; 19(2): 133-143, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29335817

RESUMO

Dietary restriction is one of the several ways which could putatively extend organisms' lifespan, ranging from Saccharomyces cerevisiae to rodents, by activating the AMP-activated protein kinase (AMPK), an ATP/AMP sensor. Extensive researches have shown that aging reduces sensibility of AMPK and eventually causes energy imbalance in cells. Research in mammals' AMPK depicts that this signaling molecule could control autophagy, improve cellular stress resistance and suppress inflammatory responses. Hence, in this study we performed a drug repurposing of 1908 FDA-approved drugs in order to discover putative safe activators of AMPK and to find new applications for existing drugs. For this purpose, FDA-approved drugs were screened by virtual screening and the ligand-protein interactions were carefully inspected. Moreover, through MM/PBSA analysis, the binding affinity of hit compounds in γ and αß binding sites were investigated. As Cangrelor, Nacitentan, Levoleucovorin and Glisoxepide had lower binding affinities; we predicted that they would probably prove to be more potential activators than C2. However, hit-compounds in αß binding site, exhibited higher unfavorable binding affinity. Hence, present findings can prove to be valuable for discovering new activators for AMPK.


Assuntos
Adenilato Quinase/metabolismo , Desenho Assistido por Computador , Descoberta de Drogas/métodos , Reposicionamento de Medicamentos/métodos , Longevidade/efeitos dos fármacos , Adenilato Quinase/química , Animais , Domínio Catalítico , Desenho de Fármacos , Avaliação Pré-Clínica de Medicamentos , Ativação Enzimática/efeitos dos fármacos , Humanos , Ligação de Hidrogênio , Ligantes , Longevidade/fisiologia , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Estados Unidos , United States Food and Drug Administration , Interface Usuário-Computador
5.
Tumour Biol ; 35(6): 5845-55, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24643681

RESUMO

Apoptosis is a naturally occurring process by which a cell is directed to programmed cell death. Chemotherapy drugs affect the cancer cells by the apoptotic induction. During the present study, a series of 4H-chromene-3-carbonitrile was synthesized by one-pot method as the inducers of apoptosis. Cytotoxic effects of six compounds of 4H-chromene-3-carbonitrile were evaluated against five tumor cell lines, with the help of colorimetric 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide (MTT) assay. Compound 4 showed significant cytotoxic activity and was selected for conjugation with the synthesized gold nanoparticles by aspartic acid. Also, we evaluated apoptosis induction capacity of the selected compound with the help of fluorescent dyes and DNA fragmentation. The result showed that the conjugated and non-conjugated forms of compound 4 were effective in inducing apoptosis and conjugated one had more efficiency and reduced the effective dose. Also, molecular modeling experiments involving compound 4 and colchicine binding site of tubulin dimer showed several strong hydrogen bonds and hydrophobic interactions to many important amino acid residues and GTP.


Assuntos
Antineoplásicos/farmacologia , Apoptose/efeitos dos fármacos , Benzopiranos/farmacologia , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Fragmentação do DNA/efeitos dos fármacos , Humanos , Modelos Moleculares , Relação Estrutura-Atividade
6.
Artigo em Inglês | MEDLINE | ID: mdl-38305961

RESUMO

Numerous functions in pathogenic Pectobacterium are regulated by quorum sensing (QS). Two different aiiA genes isolated from Bacillus sp. A24(aiiAA24) and Bacillus sp. DMS133(aiiADMS133) were used. Both genes encode acyl-homoserine lactonase (AiiA), which disrupts QS in Pectobacterium. To investigate the effect of different AiiAs on the inhibition of Pectobacterium carotovorum pathogenicity, two aiiA genes from different Bacillus strains were cloned and the resulting plasmids pME6863 (aiiAA24) and pME7080 (aiiADMS133) were transformed into P. carotovorum EMPCC cells. The effects of different lactonases on virulence features such as enzymatic activity, twitching and swimming motilities, and production of pellicle and biofilm formation were investigated. In EMPCC/pME6863, twitching and swimming motilities, and pellicle production were significantly reduced compared with EMPCC/pME7080. Quantitative real-time PCR (qRT-PCR) was used to measure virulence gene expression in transformed cells compared with expression levels in wild-type EMPCC. The expression of peh and hrpL genes was greatly reduced in EMPCC/pME6863 compared with EMPCC/pME7080. The sequence alignment and molecular dynamic modeling of two different AiiAA24 and AiiADMS133 proteins suggested that the replacement of proline 210 from AiiAA24 to serine in AiiADMS133 caused the reduction of enzyme activity in AiiADMS133.

7.
Daru ; 21(1): 66, 2013 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-23924894

RESUMO

BACKGROUND AND THE PURPOSE OF THE STUDY: Helicobacter pylori is recognized as the main cause of gastritis and gastroduodenal ulcers and classified as class 1 carcinogen pathogen. Different 1,3,4-thiadiazole derivatives bearing 5-nitroaryl moiety have been shown considerable anti- H. pylori activity. In attempt to find new and potent derivatives of described scaffold, a new series of 1-(substituted benzyl)-4-(5-(5-nitroaryl-2-yl)-1,3,4-thiadiazol-2-yl)piperazine derivatives were synthesized and evaluated against three metronidazole-resistant isolates of H. pylori using paper disk diffusion bioassay test. METHODS: The title compounds were prepared through the reaction of 1-(5-(5-nitroaryl-2-yl)-1,3,4-thiadiazol-2-yl) piperazine 5a-b and substituted benzyl chloride in DMF. The inhibitory activity of the new derivatives 6a-q against three metronidazole-resistant isolates of H. pylori was evaluated by the disc diffusion method and compared with the commercially available standard drug metronidazole. RESULTS AND DISCUSSION: The results of SAR study indicated that the potency and anti-H. pylori activity profile of synthesized derivatives is mainly attributed to the substituted nitroaryl moiety at the C-5 position of 1,3,4-thiadiazole ring. Most of 1,3,4-thiadiazole derivatives bearing 5-nitrofuran moiety at C-5 position of central thiadiazole ring, demonstrated more promising anti-H. pylori than the 5-nitrothiophen counterpart. CONCLUSION: The most potent nitrofuran derivative containing 3-methoxybenzyl piperazine pendant at the C-2 position of 1,3,4-thiadiazole ring (compound 6i), demonstrated strong anti-H. pylori potential at studied concentrations 100-25 µg/disk (IZD > 20 mm) against all studied metronidazole- resistant isolates of H. pylori.

8.
J Biomol Struct Dyn ; : 1-14, 2023 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-37505097

RESUMO

Developing novel antiviral drugs against the SARS-CoV-2 virus and COVID-19 disease is imperative as the vaccines may not offer absolute protection. PLpro plays a crucial role in the viral life cycle, making it an attractive target for drug development. Several PLpro inhibitors have been developed, and their 3D structures in complex with PLpro are available. In this work, we employed Supervised Molecular Dynamics (SuMD), a specific Unbiased Molecular Dynamics (UMD) method, to investigate unbinding pathways of the novel inhibitors of PLpro (PDB IDs: 7LBR, 7RZC, 7SDR and 7E35) and GRL0617 (PDB ID: 7JRN) as a reference. We conducted three simulations for each ligand and achieved unbinding events in the nanosecond timescale in all simulations. We found that unbinding events are commonly affected by altering the conformation of the BL2 loop, which is caused by the natural fluctuations of the loop that are required to trap the substrate and throw out the product. BL2 loop is crucial for keeping the ligand and unbinding and acts as a double-edged sword. Any inhibitor designed to be effective must prevent the loop's natural fluctuations. We perceived that increasing ligands interactions with the binding pocket interior and the BL2 loop will help prevent natural fluctuation of the BL2 loop, Although the interactions with the binding pocket's inner side are more critical than the BL2 loop. These findings may be helpful in developing more potent inhibitors against SARS-CoV-2.Communicated by Ramaswamy H. Sarma.

9.
Pharm Biol ; 50(12): 1551-60, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22984888

RESUMO

CONTEXT: As microtubules are highly involved in cellular growth, it appears to be a preferential target for cancer treatment. Therefore, many efforts have been performed to discover drugs that affect on microtubule function. Several microtubule inhibitors are in various stages of laboratory evaluations and clinical trials. OBJECTIVE: A series of chromene-based chalcones with chlorine, methoxy, fluorine, tetrahydropyranyloxy and cyanide substituents were prepared and evaluated for cytotoxic effects against K562 and SK-N-MC cell lines, and the inhibitory effect on tubulin polymerization was studied as well. MATERIALS AND METHODS: MTT, tubulin polymerization assays and binding measurements were evaluated by using related spectroscopy. Immunocytochemical study, morphological observations and apoptosis assay were examined using a fluorescence microscope and a flow cytometer. RESULTS: (E)-3-(6-Chloro-2H-chromen-3-yl)-1-(3,4,5-trimethoxyphenyl) prop-2-en-1-one (compound 14) proved to be the most active in this series as an inhibitor of tubulin assembly [IC50, 19.6 µM] and cytotoxic agent on K562 cells [IC50, 38.7 µM]. Furthermore, these compounds exhibited a strong inhibitory effect on tubulin polymerization and reduced the in vitro assembly and bundling of proto-filaments. Also, compound 14 bound to the tubulin with a dissociation constant of 9.4 ± 0.7 µM and induced conformational changes in this protein. DISCUSSION AND CONCLUSION: This study suggests that the compound 14 could be a good antitumor agent because of its biological functions. Compound 14 appears to bind directly to tubulin and thereby perturbs microtubule stability and the function of the spindle apparatus, which causes cancer cells to arrest and undergo apoptosis.


Assuntos
Antineoplásicos/farmacologia , Apoptose/efeitos dos fármacos , Benzopiranos/farmacologia , Chalconas/farmacologia , Microtúbulos/efeitos dos fármacos , Moduladores de Tubulina/farmacologia , Tubulina (Proteína)/metabolismo , Antineoplásicos/química , Antineoplásicos/metabolismo , Benzopiranos/química , Benzopiranos/metabolismo , Forma Celular/efeitos dos fármacos , Chalconas/química , Chalconas/metabolismo , Relação Dose-Resposta a Droga , Citometria de Fluxo , Humanos , Imuno-Histoquímica , Células K562 , Microscopia Eletrônica de Transmissão , Microscopia de Fluorescência , Microtúbulos/metabolismo , Microtúbulos/ultraestrutura , Estrutura Molecular , Espectrometria de Fluorescência , Relação Estrutura-Atividade , Moduladores de Tubulina/química , Moduladores de Tubulina/metabolismo
10.
Comput Biol Chem ; 96: 107616, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34883394

RESUMO

Retroviruses are a growing concern for the health of human beings, and one of the dangerous members of this family is the Human T-cell Leukemia Virus 1 (HTLV-1) virus. It has affected more than 20 million people so far, and since there are no registered treatments against it yet, urgent treatment solutions are needed. One of the most promising drug targets to fight this virus is the protease enzyme of the virus's protein machinery. In this study, by utilizing a computational method called Unaggregated Unbiased Molecular Dynamics (UUMD), we reconstructed the binding pathway of a HTLV-1 protease inhibitor, Indinavir, to find the details of the binding pathway, the influential residues, and also the stable states of the binding pathway. We achieved the native conformation of the inhibitor in 6 rounds, 360 replicas by performing over 4 micro-seconds of UMD simulations. We found 3 Intermediate states between the solvated state and the native conformation state in the binding pathway. We also discovered that aromatic residues such as Trp98 and Trp98', catalytic residues Asp32 and Asp32', and the flap region's residues have the most influential roles in the binding pathway and also have the most contribution to the total interaction energies. We believe that the details found in this study would be a great guide for developing new treatment solutions against the HTLV-1 virus by inhibiting the HTLV-1 protease.


Assuntos
Fármacos Anti-HIV/farmacologia , Ácido Aspártico Endopeptidases/antagonistas & inibidores , Indinavir/farmacologia , Simulação de Dinâmica Molecular , Inibidores de Proteases/farmacologia , Fármacos Anti-HIV/química , Ácido Aspártico Endopeptidases/metabolismo , Sítios de Ligação/efeitos dos fármacos , Indinavir/química , Inibidores de Proteases/química , Agregados Proteicos/efeitos dos fármacos
11.
PLoS One ; 17(2): e0263251, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35139108

RESUMO

The main protease (3CLpro) is one of the essential components of the SARS-CoVs viral life cycle, which makes it an interesting target for overpowering these viruses. Although many covalent and noncovalent inhibitors have been designed to inhibit this molecular target, none have gained FDA approval as a drug. Because of the high rate of COVID-19 pandemic development, in addition to laboratory research, we require in silico methods to accelerate rational drug design. The unbinding pathways of two SARS-CoV and SARS-CoV-2 3CLpro noncovalent inhibitors with the PDB IDs: 3V3M, 4MDS, 6W63, 5RF7 were explored from a comparative perspective using unbiased molecular dynamics (UMD) simulations. We uncovered common weak points for selected inhibitors that could not interact significantly with a binding pocket at specific residues by all their fragments. So water molecules entered the free binding S regions and weakened protein-inhibitor fundamental interactions gradually. N142, G143, and H163 are the essential residues, which cause key protein-ligand interactions in the binding pocket. We believe that these results will help design new potent inhibitors against SARS-CoV-2.


Assuntos
Antivirais/farmacologia , Tratamento Farmacológico da COVID-19 , Proteases 3C de Coronavírus/antagonistas & inibidores , Inibidores de Proteases/farmacologia , SARS-CoV-2/efeitos dos fármacos , Antivirais/química , COVID-19/virologia , Proteases 3C de Coronavírus/química , Proteases 3C de Coronavírus/metabolismo , Desenho de Fármacos , Humanos , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Inibidores de Proteases/química , SARS-CoV-2/química , SARS-CoV-2/metabolismo
12.
J Biomol Struct Dyn ; 40(23): 12535-12545, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34472425

RESUMO

Over the past years, rational drug design has gained lots of attention since employing it gave the world targeted therapy and more effective treatment solutions. Structure-based drug design (SBDD) is an excellent tool in rational drug design that takes advantage of accurate methods such as unbiased molecular dynamics (UMD) simulation for designing and optimizing molecular entities by understanding the binding and unbinding pathways of the binders. Supervised molecular dynamics (SuMD) simulation is a branch of UMD in which long-duration simulations are turned into short simulations, called replica, and a specific parameter is monitored throughout the simulation. In this work, we utilized this strategy to reconstruct the unbinding pathway of the anticancer drug dasatinib from its target protein, the c-Src kinase. Several unbinding events with valuable details were achieved. Then, to assess the efficiency and trustworthiness of the SuMD method, the unbinding pathway was also reconstructed by conventional UMD simulation, which uncovered some of the limitations of this method, such as limited sampling of the active site and finding the metastable states in the unbinding pathway. Furthermore, in times like these, when the world is desperate to find treatments for the Covid-19 disease, we think these methods are of exceptional value.Communicated by Ramaswamy H. Sarma.


Assuntos
COVID-19 , Simulação de Dinâmica Molecular , Humanos , Dasatinibe/farmacologia , Proteína Tirosina Quinase CSK , Proteínas/química , Ligação Proteica
13.
PLoS One ; 17(7): e0263200, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35834445

RESUMO

The HTLV-1 protease is one of the major antiviral targets to overwhelm this virus. Several research groups have developed protease inhibitors, but none has been successful. In this regard, developing new HTLV-1 protease inhibitors to fix the defects in previous inhibitors may overcome the lack of curative treatment for this oncovirus. Thus, we decided to study the unbinding pathways of the most potent (compound 10, PDB ID 4YDF, Ki = 15 nM) and one of the weakest (compound 9, PDB ID 4YDG, Ki = 7900 nM) protease inhibitors, which are very structurally similar. We conducted 12 successful short and long simulations (totaling 14.8 µs) to unbind the compounds from two monoprotonated (mp) forms of protease using the Supervised Molecular Dynamics (SuMD) without applying any biasing force. The results revealed that Asp32 or Asp32' in the two forms of mp state similarly exert powerful effects on maintaining both potent and weak inhibitors in the binding pocket of HTLV-1 protease. In the potent inhibitor's unbinding process, His66' was a great supporter that was absent in the weak inhibitor's unbinding pathway. In contrast, in the weak inhibitor's unbinding process, Trp98/Trp98' by pi-pi stacking interactions were unfavorable for the stability of the inhibitor in the binding site. In our opinion, these results will assist in designing more potent and effective inhibitors for the HTLV-1 protease.


Assuntos
Vírus Linfotrópico T Tipo 1 Humano , Simulação de Dinâmica Molecular , Ácido Aspártico Endopeptidases/metabolismo , Inibidores de Proteases/química , Inibidores de Proteases/farmacologia
14.
PLoS One ; 16(5): e0251910, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34010326

RESUMO

The COVID-19 disease has infected and killed countless people all over the world since its emergence at the end of 2019. No specific therapy for COVID-19 is not currently available, and urgent treatment solutions are needed. Recent studies have found several potential molecular targets, and one of the most critical proteins of the SARS-CoV-2 virus work machine is the Papain-like protease (Plpro). Potential inhibitors are available, and their X-ray crystallographic structures in complex with this enzyme have been determined recently. However, their activities against this enzyme are insufficient and need to be characterized and improved to be of clinical values. Therefore, in this work, by utilizing the Supervised Molecular Dynamics (SuMD) simulation method, we achieved multiple unbinding events of Plpro inhibitors, GRL0617, and its derivates, and captured and understood the details of the unbinding pathway. We found that residues of the BL2 loop, such as Tyr268 and Gln269, play major roles in the unbinding pathways, but the most important contributing factor is the natural movements and behavior of the BL2 loop, which can control the entire process. We believe that the details found in this study can be used to refine and optimize potential inhibitors like GRL0617 and design more efficacious inhibitors as a treatment for the SARS-CoV-2 virus.


Assuntos
Tratamento Farmacológico da COVID-19 , Proteases Semelhantes à Papaína de Coronavírus/antagonistas & inibidores , Inibidores de Proteases/farmacologia , SARS-CoV-2/enzimologia , Antivirais/química , Antivirais/farmacologia , Sítios de Ligação/efeitos dos fármacos , COVID-19/enzimologia , Proteases Semelhantes à Papaína de Coronavírus/química , Proteases Semelhantes à Papaína de Coronavírus/metabolismo , Cristalografia por Raios X , Humanos , Simulação de Dinâmica Molecular , Papaína/metabolismo , Inibidores de Proteases/química , Ligação Proteica/efeitos dos fármacos , SARS-CoV-2/efeitos dos fármacos
15.
PLoS One ; 16(9): e0257916, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34570822

RESUMO

Determining the unbinding pathways of potential small molecule compounds from their target proteins is of great significance for designing efficacious treatment solutions. One of these potential compounds is the approved HIV-1 protease inhibitor, Indinavir, which has a weak effect on the HTLV-1 protease. In this work, by employing the SuMD method, we reconstructed the unbinding pathways of Indinavir from HIV and HTLV-1 proteases to compare and understand the mechanism of the unbinding and to discover the reasons for the lack of inhibitory activity of Indinavir against the HTLV-1 protease. We achieved multiple unbinding events from both HIV and HTLV-1 proteases in which the RMSD values of Indinavir reached over 40 Å. Also, we found that the mobility and fluctuations of the flap region are higher in the HTLV-1 protease, making the drug less stable. We realized that critically positioned aromatic residues such as Trp98/Trp98' and Phe67/Phe67' in the HTLV-1 protease could make strong π-Stacking interactions with Indinavir in the unbinding pathway, which are unfavorable for the stability of Indinavir in the active site. The details found in this study can make a reasonable explanation for the lack of inhibitory activity of this drug against HTLV-1 protease. We believe the details discovered in this work can help design more effective and selective inhibitors for the HTLV-1 protease.


Assuntos
Ácido Aspártico Endopeptidases/metabolismo , Inibidores da Protease de HIV/metabolismo , Protease de HIV/metabolismo , Indinavir/metabolismo , Ácido Aspártico Endopeptidases/antagonistas & inibidores , Humanos , Modelos Moleculares , Simulação de Dinâmica Molecular , Ligação Proteica
16.
J Biomol Struct Dyn ; 39(1): 330-335, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31994452

RESUMO

With due attention to adsorption of proteins on the nanoparticles surface and the formation of nanoparticle-protein corona, investigation of nanoparticles toxicity on the structure of proteins is important. Therefore, this work was done to evaluate toxicity of Zinc oxide nanoparticles (ZnO NPs) on the structure of human serum albumin (HSA) through in vitro and in silico studies. First, ZnO NPs were synthesized using hydrothermal method and their size and morphology were determined by SEM and TEM methods and then to study its toxicity on the HSA structure were used UV-Vis and fluorescence spectroscopy. Also, in order to investigate interaction mechanism of ZnO NP with HSA at the atomistic level was used molecular dynamics (MD) simulation. The obtained images from SEM and TEM showed that ZnO NPs were nanosheet with size of less than 40 nm. The results of spectroscopic studies showed ZnO NPs lead to significant conformational changes in the protein's absorption and emission spectra. Moreover, MD results indicated the minor structure changes in HSA due to interaction with ZnO NP during the 100 ns simulation, and the formation of nanoparticle-protein corona complex is mainly because of electrostatic interactions between charge groups of HSA and ZnO NP.Communicated by Ramaswamy H. Sarma.


Assuntos
Nanopartículas Metálicas , Nanopartículas , Óxido de Zinco , Simulação por Computador , Humanos , Nanopartículas Metálicas/toxicidade , Albumina Sérica Humana , Espectrometria de Fluorescência , Óxido de Zinco/toxicidade
17.
Methods Mol Biol ; 1903: 23-43, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30547434

RESUMO

Drug repurposing has become one of the most widely used methods that can make drug discovery more efficient and less expensive. Additionally, computational methods such as structure-based drug designing can be utilized to make drug discovery more efficient and more accurate. Now imagine what can be achieved by combining drug repurposing and computational methods together in drug discovery, "in silico repurposing." In this chapter, we tried to describe a method that combines structure-based virtual screening and molecular dynamics simulation which can find effective compounds among existing drugs that may affect on a specific molecular target. By using molecular docking as a tool for the screening process and then by calculating ligand binding in an active receptor site using scoring functions and inspecting the proper orientation of pharmacophores in the binding site, the potential compounds will be chosen. After that, in order to test the potential compounds in a realistic environment, molecular dynamics simulation and related analysis have to be carried out for separating the false positives and the true positives from each other and finally identifying true "Hit" compounds. It's good to emphasize that if any of these identified potential compounds turn out to have the efficacy to affect that specific molecular target, it can be taken to the phase 2 clinical trials straightaway.


Assuntos
Reposicionamento de Medicamentos , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Sítios de Ligação , Biologia Computacional/métodos , Interpretação Estatística de Dados , Descoberta de Drogas , Reposicionamento de Medicamentos/métodos , Ensaios de Triagem em Larga Escala , Ligantes , Ligação Proteica , Relação Quantitativa Estrutura-Atividade
18.
Comput Biol Chem ; 71: 89-97, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28992456

RESUMO

Multidrug resistance (MDR) is one of the serious problems in cancer research that causes failure in chemotherapy. Chromene-based compounds have been proven to be the novel anti-MDR agents for inhibiting proliferation of tumor cells through tubulin polymerization inhibition of by binding at the colchicine binding site. In this study, we screened a chromene-based database of small molecules using physicochemical, ADMET properties and molecular docking to identify potential hit compounds. In order to validate our hit compounds, molecular dynamics simulations and related analysis were carried out and the results suggest that our hit compounds (PubChem CIDs: 16814409, 17594471, 57367244 and 69899719) can prove to be potential inhibitors of tubulin. The in silico results show that the present hits, like colchicine, effectively suppressed the dynamic instability of microtubules and induced microtubule-depolymerization and cell cycle arrest.


Assuntos
Benzopiranos/farmacologia , Avaliação Pré-Clínica de Medicamentos , Simulação de Dinâmica Molecular , Moduladores de Tubulina/química , Moduladores de Tubulina/farmacologia , Tubulina (Proteína)/metabolismo , Benzopiranos/química , Humanos , Estrutura Molecular , Relação Estrutura-Atividade
19.
J Mol Graph Model ; 74: 234-240, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28458002

RESUMO

The BCR-ABL fusion gene is one of the major causes of 95% of Chronic Myeloid Leukemia (CML). While, BCR-ABL protein is currently being used as a major target to treat CML. Although, current FDA-approved drugs such as; Imatinib and Nilotinib have stupendously improved the patients 5-year's survival rates, the drug resistance has dramatically reduced their effects. So, more accurate and effective alternative treatments are crucially needed. To address this issue, we screened the FDA-approved drugs by virtual screening and binding free energy calculations to identify new inhibitors for the wild-type and T315I gatekeeper mutant ABL1. It was invigorating to identify that chlorohexidine, paromomycin and deferoxamine could inhibit the wild-type ABL1, while chlorohexidine and ritonavir could inhibit the T315I mutant ABL1. The applications of these newly identified drugs are not just an effortless hypothesis in drug discovery. These drugs can be evaluated in phase 2 clinical trials after a simple kinase selectivity assay.


Assuntos
Antineoplásicos/química , Reposicionamento de Medicamentos , Proteínas de Fusão bcr-abl/química , Inibidores de Proteínas Quinases/química , Aprovação de Drogas , Resistencia a Medicamentos Antineoplásicos , Ensaios de Seleção de Medicamentos Antitumorais , Proteínas de Fusão bcr-abl/antagonistas & inibidores , Humanos , Ligação de Hidrogênio , Leucemia Mielogênica Crônica BCR-ABL Positiva/tratamento farmacológico , Simulação de Dinâmica Molecular , Mutação de Sentido Incorreto , Termodinâmica
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