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1.
Org Biomol Chem ; 18(22): 4157-4163, 2020 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-32458889

RESUMO

There are relatively few methods available for discovering inhibitors of the protein-protein interactions (PPIs) that hold together homo-oligomers. We envisioned that Differential Scanning Fluorimetry (DSF) might be a versatile way to discover this type of inhibitor because oligomers are often more thermally stable than monomers. Using the homo-heptameric chaperonin, Hsp60, as a model, we screened ∼5000 diverse compounds in 384-well plates by DSF, revealing molecules that partially inhibited oligomerization. Because DSF does not require protein labeling or structural information, we propose that it could be a versatile way to uncover PPI inhibitors.


Assuntos
Chaperonina 60/antagonistas & inibidores , Fluorometria , Relação Dose-Resposta a Droga , Avaliação Pré-Clínica de Medicamentos , Estrutura Molecular , Ligação Proteica/efeitos dos fármacos
2.
PLoS Comput Biol ; 14(12): e1006651, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30532261

RESUMO

An expanded chemical space is essential for improved identification of small molecules for emerging therapeutic targets. However, the identification of targets for novel compounds is biased towards the synthesis of known scaffolds that bind familiar protein families, limiting the exploration of chemical space. To change this paradigm, we validated a new pipeline that identifies small molecule-protein interactions and works even for compounds lacking similarity to known drugs. Based on differential mRNA profiles in multiple cell types exposed to drugs and in which gene knockdowns (KD) were conducted, we showed that drugs induce gene regulatory networks that correlate with those produced after silencing protein-coding genes. Next, we applied supervised machine learning to exploit drug-KD signature correlations and enriched our predictions using an orthogonal structure-based screen. As a proof-of-principle for this regimen, top-10/top-100 target prediction accuracies of 26% and 41%, respectively, were achieved on a validation of set 152 FDA-approved drugs and 3104 potential targets. We then predicted targets for 1680 compounds and validated chemical interactors with four targets that have proven difficult to chemically modulate, including non-covalent inhibitors of HRAS and KRAS. Importantly, drug-target interactions manifest as gene expression correlations between drug treatment and both target gene KD and KD of genes that act up- or down-stream of the target, even for relatively weak binders. These correlations provide new insights on the cellular response of disrupting protein interactions and highlight the complex genetic phenotypes of drug treatment. With further refinement, our pipeline may accelerate the identification and development of novel chemical classes by screening compound-target interactions.


Assuntos
Descoberta de Drogas/métodos , Perfilação da Expressão Gênica/métodos , Proteínas/química , Proteínas/efeitos dos fármacos , Linhagem Celular , Biologia Computacional , Simulação por Computador , Bases de Dados de Ácidos Nucleicos/estatística & dados numéricos , Descoberta de Drogas/estatística & dados numéricos , Avaliação Pré-Clínica de Medicamentos/métodos , Avaliação Pré-Clínica de Medicamentos/estatística & dados numéricos , Perfilação da Expressão Gênica/estatística & dados numéricos , Técnicas de Silenciamento de Genes , Ontologia Genética , Redes Reguladoras de Genes/efeitos dos fármacos , Humanos , Modelos Moleculares , Simulação de Acoplamento Molecular , Inibidores de Proteínas Quinases/química , Inibidores de Proteínas Quinases/farmacologia , Proteínas/genética , Ubiquitina-Proteína Ligases/antagonistas & inibidores , Ubiquitina-Proteína Ligases/química , Ubiquitina-Proteína Ligases/genética , Wortmanina/química , Wortmanina/farmacologia , Proteínas ras/antagonistas & inibidores , Proteínas ras/química , Proteínas ras/genética
3.
J Biol Chem ; 293(11): 4014-4025, 2018 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-29414793

RESUMO

Protein-protein interactions (PPIs) are an important category of putative drug targets. Improvements in high-throughput screening (HTS) have significantly accelerated the discovery of inhibitors for some categories of PPIs. However, methods suitable for screening multiprotein complexes (e.g. those composed of three or more different components) have been slower to emerge. Here, we explored an approach that uses reconstituted multiprotein complexes (RMPCs). As a model system, we chose heat shock protein 70 (Hsp70), which is an ATP-dependent molecular chaperone that interacts with co-chaperones, including DnaJA2 and BAG2. The PPIs between Hsp70 and its co-chaperones stimulate nucleotide cycling. Thus, to re-create this ternary protein system, we combined purified human Hsp70 with DnaJA2 and BAG2 and then screened 100,000 diverse compounds for those that inhibited co-chaperone-stimulated ATPase activity. This HTS campaign yielded two compounds with promising inhibitory activity. Interestingly, one inhibited the PPI between Hsp70 and DnaJA2, whereas the other seemed to inhibit the Hsp70-BAG2 complex. Using secondary assays, we found that both compounds inhibited the PPIs through binding to allosteric sites on Hsp70, but neither affected Hsp70's intrinsic ATPase activity. Our RMPC approach expands the toolbox of biochemical HTS methods available for studying difficult-to-target PPIs in multiprotein complexes. The results may also provide a starting point for new chemical probes of the Hsp70 system.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/antagonistas & inibidores , Proteínas Reguladoras de Apoptose/antagonistas & inibidores , Descoberta de Drogas , Proteínas de Choque Térmico HSP40/antagonistas & inibidores , Proteínas de Choque Térmico HSP70/antagonistas & inibidores , Ensaios de Triagem em Larga Escala , Preparações Farmacêuticas/metabolismo , Mapas de Interação de Proteínas/efeitos dos fármacos , Adenosina Trifosfatases/metabolismo , Sítios de Ligação , Cristalografia por Raios X , Avaliação Pré-Clínica de Medicamentos , Humanos , Complexos Multiproteicos/antagonistas & inibidores , Complexos Multiproteicos/metabolismo , Ligação Proteica
4.
Brain ; 139(11): 2891-2908, 2016 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-27645800

RESUMO

No disease-modifying treatment exists for the fatal neurodegenerative polyglutamine disease known both as Machado-Joseph disease and spinocerebellar ataxia type 3. As a potential route to therapy, we identified small molecules that reduce levels of the mutant disease protein, ATXN3. Screens of a small molecule collection, including 1250 Food and Drug Administration-approved drugs, in a novel cell-based assay, followed by secondary screens in brain slice cultures from transgenic mice expressing the human disease gene, identified the atypical antipsychotic aripiprazole as one of the hits. Aripiprazole increased longevity in a Drosophila model of Machado-Joseph disease and effectively reduced aggregated ATXN3 species in flies and in brains of transgenic mice treated for 10 days. The aripiprazole-mediated decrease in ATXN3 abundance may reflect a complex response culminating in the modulation of specific components of cellular protein homeostasis. Aripiprazole represents a potentially promising therapeutic drug for Machado-Joseph disease and possibly other neurological proteinopathies.


Assuntos
Antipsicóticos/uso terapêutico , Aripiprazol/uso terapêutico , Ataxina-3/metabolismo , Doença de Machado-Joseph/tratamento farmacológico , Doença de Machado-Joseph/metabolismo , Proteínas Mutantes/efeitos dos fármacos , Animais , Animais Geneticamente Modificados , Ataxina-3/genética , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Encéfalo/ultraestrutura , Modelos Animais de Doenças , Drosophila , Avaliação Pré-Clínica de Medicamentos , Regulação da Expressão Gênica/efeitos dos fármacos , Regulação da Expressão Gênica/genética , Células HEK293/efeitos dos fármacos , Células HEK293/metabolismo , Células HEK293/ultraestrutura , Humanos , Doença de Machado-Joseph/genética , Camundongos , Proteínas Mutantes/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Técnicas de Cultura de Órgãos , Peptídeos/genética , Piperidinas/farmacologia , Piranos/farmacologia , Pirazóis/farmacologia
5.
Anal Chem ; 85(20): 9824-31, 2013 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-24060167

RESUMO

Methods for identifying chemical inhibitors of protein-protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70-Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Proteínas Reguladoras de Apoptose/metabolismo , Avaliação Pré-Clínica de Medicamentos/métodos , Eletroforese Capilar/métodos , Proteínas de Choque Térmico HSP70/metabolismo , Artefatos , Corantes Fluorescentes/química , Proteínas de Choque Térmico HSP70/química , Humanos , Ligação Proteica/efeitos dos fármacos , Bibliotecas de Moléculas Pequenas/farmacologia
6.
ACS Chem Biol ; 8(9): 1988-1997, 2013 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-23819499

RESUMO

Protein-protein interactions (PPIs) are important in all aspects of cellular function, and there is interest in finding inhibitors of these contacts. However, PPIs with weak affinities and/or large interfaces have traditionally been more resistant to the discovery of inhibitors, partly because it is more challenging to develop high-throughput screening (HTS) methods that permit direct measurements of these physical interactions. Here, we explored whether the functional consequences of a weak PPI might be used as a surrogate for binding. As a model, we used the bacterial ATPase DnaK and its partners DnaJ and GrpE. Both DnaJ and GrpE bind DnaK and catalytically accelerate its ATP cycling, so we used stimulated nucleotide turnover to indirectly report on these PPIs. In pilot screens, we identified compounds that block activation of DnaK by either DnaJ or GrpE. Interestingly, at least one of these molecules blocked binding of DnaK to DnaJ, while another compound disrupted allostery between DnaK and GrpE without altering the physical interaction. These findings suggest that the activity of a reconstituted multiprotein complex might be used in some cases to identify allosteric inhibitors of challenging PPIs.


Assuntos
Proteínas de Escherichia coli/antagonistas & inibidores , Proteínas de Escherichia coli/metabolismo , Escherichia coli/efeitos dos fármacos , Proteínas de Choque Térmico HSP40/metabolismo , Proteínas de Choque Térmico HSP70/metabolismo , Proteínas de Choque Térmico/metabolismo , Mapas de Interação de Proteínas/efeitos dos fármacos , Descoberta de Drogas , Avaliação Pré-Clínica de Medicamentos/métodos , Escherichia coli/metabolismo , Infecções por Escherichia coli/tratamento farmacológico , Proteínas de Choque Térmico HSP40/antagonistas & inibidores , Proteínas de Choque Térmico HSP70/antagonistas & inibidores , Proteínas de Choque Térmico/antagonistas & inibidores , Ensaios de Triagem em Larga Escala/métodos , Humanos , Modelos Moleculares
7.
ACS Chem Neurosci ; 4(6): 930-9, 2013 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-23472668

RESUMO

The molecular chaperone, heat shock protein 70 (Hsp70), is an emerging drug target for treating neurodegenerative tauopathies. We recently found that one promising Hsp70 inhibitor, MKT-077, reduces tau levels in cellular models. However, MKT-077 does not penetrate the blood-brain barrier (BBB), limiting its use as either a clinical candidate or probe for exploring Hsp70 as a drug target in the central nervous system (CNS). We hypothesized that replacing the cationic pyridinium moiety in MKT-077 with a neutral pyridine might improve its clogP and enhance its BBB penetrance. To test this idea, we designed and synthesized YM-08, a neutral analogue of MKT-077. Like the parent compound, YM-08 bound to Hsp70 in vitro and reduced phosphorylated tau levels in cultured brain slices. Pharmacokinetic evaluation in CD1 mice showed that YM-08 crossed the BBB and maintained a brain/plasma (B/P) value of ∼0.25 for at least 18 h. Together, these studies suggest that YM-08 is a promising scaffold for the development of Hsp70 inhibitors suitable for use in the CNS.


Assuntos
Benzotiazóis/síntese química , Benzotiazóis/metabolismo , Barreira Hematoencefálica/metabolismo , Permeabilidade Capilar/fisiologia , Proteínas de Choque Térmico HSP70/antagonistas & inibidores , Proteínas de Choque Térmico HSP70/metabolismo , Piridinas/metabolismo , Tiazóis/metabolismo , Tiazolidinas/síntese química , Tiazolidinas/metabolismo , Proteínas tau/antagonistas & inibidores , Animais , Benzotiazóis/farmacologia , Barreira Hematoencefálica/efeitos dos fármacos , Permeabilidade Capilar/efeitos dos fármacos , Células Cultivadas , Avaliação Pré-Clínica de Medicamentos/métodos , Feminino , Proteínas de Choque Térmico HSP70/química , Humanos , Células MCF-7 , Camundongos , Microssomos Hepáticos/efeitos dos fármacos , Microssomos Hepáticos/metabolismo , Piridinas/química , Piridinas/farmacologia , Tiazóis/química , Tiazóis/farmacologia , Tiazolidinas/farmacologia , Proteínas tau/química , Proteínas tau/metabolismo
8.
Antiviral Res ; 96(1): 70-81, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22898086

RESUMO

New polyomaviruses are continually being identified, and it is likely that links between this virus family and disease will continue to emerge. Unfortunately, a specific treatment for polyomavirus-associated disease is lacking. Because polyomaviruses express large Tumor Antigen, TAg, we hypothesized that small molecule inhibitors of the essential ATPase activity of TAg would inhibit viral replication. Using a new screening platform, we identified inhibitors of TAg's ATPase activity. Lead compounds were moved into a secondary assay, and ultimately two FDA approved compounds, bithionol and hexachlorophene, were identified as the most potent TAg inhibitors known to date. Both compounds inhibited Simian Virus 40 replication as assessed by plaque assay and quantitative PCR. Moreover, these compounds inhibited BK virus, which causes BKV Associated Nephropathy. In neither case was host cell viability compromised at these concentrations. Our data indicate that directed screening for TAg inhibitors is a viable method to identify polyomavirus inhibitors, and that bithionol and hexachlorophene represent lead compounds that may be further modified and/or ultimately used to combat diseases associated with polyomavirus infection.


Assuntos
Adenosina Trifosfatases/antagonistas & inibidores , Antígenos Virais de Tumores/metabolismo , Antivirais/farmacologia , Vírus BK/efeitos dos fármacos , Inibidores Enzimáticos/farmacologia , Vírus 40 dos Símios/efeitos dos fármacos , Replicação Viral/efeitos dos fármacos , Antivirais/isolamento & purificação , Vírus BK/enzimologia , Vírus BK/fisiologia , Avaliação Pré-Clínica de Medicamentos/métodos , Inibidores Enzimáticos/isolamento & purificação , Humanos , Reação em Cadeia da Polimerase em Tempo Real , Vírus 40 dos Símios/enzimologia , Vírus 40 dos Símios/fisiologia , Ensaio de Placa Viral
9.
Future Med Chem ; 3(12): 1523-37, 2011 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-21882945

RESUMO

Tau is a microtubule-associated protein that accumulates in at least 15 different neurodegenerative disorders, which are collectively referred to as tauopathies. In these diseases, tau is often hyperphosphorylated and found in aggregates, including paired helical filaments, neurofibrillary tangles and other abnormal oligomers. Tau aggregates are associated with neuron loss and cognitive decline, which suggests that this protein can somehow evade normal quality control allowing it to aberrantly accumulate and become proteotoxic. Consistent with this idea, recent studies have shown that molecular chaperones, such as heat shock protein 70 and heat shock protein 90, counteract tau accumulation and neurodegeneration in disease models. These molecular chaperones are major components of the protein quality control systems and they are specifically involved in the decision to retain or degrade many proteins, including tau and its modified variants. Thus, one potential way to treat tauopathies might be to either accelerate interactions of abnormal tau with these quality control factors or tip the balance of triage towards tau degradation. In this review, we summarize recent findings and suggest models for therapeutic intervention.


Assuntos
Chaperonas Moleculares/metabolismo , Proteínas tau/metabolismo , Avaliação Pré-Clínica de Medicamentos , Proteínas de Choque Térmico HSP70/antagonistas & inibidores , Proteínas de Choque Térmico HSP70/metabolismo , Proteínas de Choque Térmico HSP90/antagonistas & inibidores , Proteínas de Choque Térmico HSP90/metabolismo , Humanos , Chaperonas Moleculares/antagonistas & inibidores , Fármacos Neuroprotetores/uso terapêutico , Mapeamento de Interação de Proteínas , Tauopatias/tratamento farmacológico , Tauopatias/patologia , Proteínas tau/antagonistas & inibidores
10.
Chem Biol ; 18(2): 210-21, 2011 Feb 25.
Artigo em Inglês | MEDLINE | ID: mdl-21338918

RESUMO

DnaK is a molecular chaperone responsible for multiple aspects of bacterial proteostasis. The intrinsically slow ATPase activity of DnaK is stimulated by its co-chaperone, DnaJ, and these proteins often work in concert. To identify inhibitors we screened plant-derived extracts against a reconstituted mixture of DnaK and DnaJ. This approach resulted in the identification of flavonoids, including myricetin, which inhibited activity by up to 75%. Interestingly, myricetin prevented DnaJ-mediated stimulation of ATPase activity, with minimal impact on either DnaK's intrinsic turnover rate or its stimulation by another co-chaperone, GrpE. Using NMR, we found that myricetin binds DnaK at an unanticipated site between the IB and IIB subdomains and that it allosterically blocked binding of DnaK to DnaJ. Together, these results highlight a "gray box" screening approach, which might facilitate the identification of inhibitors of other protein-protein interactions.


Assuntos
Proteínas de Escherichia coli/antagonistas & inibidores , Flavonoides/farmacologia , Proteínas de Choque Térmico HSP40/antagonistas & inibidores , Proteínas de Choque Térmico HSP70/antagonistas & inibidores , Trifosfato de Adenosina/metabolismo , Regulação Alostérica/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/metabolismo , Flavonoides/química , Flavonoides/metabolismo , Proteínas de Choque Térmico HSP40/química , Proteínas de Choque Térmico HSP40/metabolismo , Proteínas de Choque Térmico HSP70/química , Proteínas de Choque Térmico HSP70/metabolismo , Modelos Moleculares , Extratos Vegetais/química , Extratos Vegetais/metabolismo , Extratos Vegetais/farmacologia , Estrutura Terciária de Proteína , Relação Estrutura-Atividade
11.
Anal Biochem ; 374(2): 371-7, 2008 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-18191466

RESUMO

Molecular chaperones, such as heat shock protein 70 (Hsp70) and its bacterial ortholog DnaK, play numerous important roles in protein folding. In vitro, this activity can be observed by incubating purified chaperones with denatured substrates and measuring the recovery of properly folded protein. In an effort to rapidly identify small molecules that modify this folding activity, we modified an existing method for use in 96-well plates. In this assay, denatured firefly luciferase was treated with a mixture of DnaK and prospective chemical modulators. The luminescence of refolded luciferase was used to follow the reaction progress, and counterscreens excluded compounds that target luciferase; thus, hits from these screens modify protein folding via their effects on the function of the chaperone machine. Using this platform, we screened a pilot chemical library and found five new inhibitors of DnaK and one compound that promoted folding. These chemical probes may be useful in studies aimed at understanding the many varied roles of chaperones in cellular protein folding. Moreover, this assay provides the opportunity to rapidly screen for additional compounds that might regulate the folding activity of Hsp70.


Assuntos
Avaliação Pré-Clínica de Medicamentos , Proteínas de Choque Térmico HSP70/metabolismo , Dobramento de Proteína , Bibliotecas de Moléculas Pequenas/farmacologia , Trifosfato de Adenosina/metabolismo , Técnicas de Química Analítica/instrumentação , Proteínas de Choque Térmico HSP40/metabolismo , Luciferases de Vaga-Lume/metabolismo , Renaturação Proteica/efeitos dos fármacos , Sensibilidade e Especificidade
12.
Chem Biol ; 12(4): 414-5, 2005 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15850977

RESUMO

Target identification is one of the more difficult aspects of modern chemical genetics. In this issue of Chemistry & Biology, Johnson et al. provide a compelling case for going through the trouble. As a byproduct of their identification of the cellular target of an anti-lupus compound, they have uncovered a powerful tool for the characterization of a fascinating molecular machine, the F1F0-ATP synthase.


Assuntos
Lúpus Eritematoso Sistêmico/tratamento farmacológico , Lúpus Eritematoso Sistêmico/genética , ATPases Mitocondriais Próton-Translocadoras/genética , ATPases Mitocondriais Próton-Translocadoras/metabolismo , Adenosina Trifosfatases/antagonistas & inibidores , Animais , Benzodiazepinas/metabolismo , Benzodiazepinas/farmacologia , Desenho de Fármacos , Avaliação Pré-Clínica de Medicamentos , Inibidores Enzimáticos/metabolismo , Inibidores Enzimáticos/farmacologia , Humanos , Fatores Imunológicos/metabolismo , Fatores Imunológicos/farmacologia , Biblioteca de Peptídeos
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