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1.
Nat Biotechnol ; 25(1): 71-5, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17211405

RESUMO

Lead generation is a major hurdle in small-molecule drug discovery, with an estimated 60% of projects failing from lack of lead matter or difficulty in optimizing leads for drug-like properties. It would be valuable to identify these less-druggable targets before incurring substantial expenditure and effort. Here we show that a model-based approach using basic biophysical principles yields good prediction of druggability based solely on the crystal structure of the target binding site. We quantitatively estimate the maximal affinity achievable by a drug-like molecule, and we show that these calculated values correlate with drug discovery outcomes. We experimentally test two predictions using high-throughput screening of a diverse compound collection. The collective results highlight the utility of our approach as well as strategies for tackling difficult targets.


Assuntos
Algoritmos , Desenho de Fármacos , Modelos Químicos , Modelos Moleculares , Preparações Farmacêuticas/química , Mapeamento de Interação de Proteínas/métodos , Proteínas/química , Sítios de Ligação , Simulação por Computador , Ligação Proteica
2.
Anal Chim Acta ; 627(1): 105-11, 2008 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-18790133

RESUMO

Several recent reports suggest that stearoyl-CoA desaturase 1 (SCD1), the rate-limiting enzyme in monounsaturated fatty acid synthesis, plays an important role in regulating lipid homeostasis and lipid oxidation in metabolically active tissues. As several manifestations of type 2 diabetes and related metabolic disorders are associated with alterations in intracellular lipid partitioning, pharmacological manipulation of SCD1 activity might be of benefit in the treatment of these disease states. In an effort to identify small molecule inhibitors of SCD1, we have developed a mass spectrometry based high-throughput screening (HTS) assay using deuterium labeled stearoyl-CoA substrate and induced rat liver microsomes. The methodology developed allows the use of a nonradioactive substrate which avoids interference by the endogenous SCD1 substrate and/or product that exist in the non-purified enzyme source. Throughput of the assay was up to twenty 384-well assay plates per day. The assay was linear with protein concentration and time, and was saturable for stearoyl-CoA substrate (K(m)=10.5 microM). The assay was highly reproducible with an average Z' value=0.6. Conjugated linoleic acid and sterculic acid, known inhibitors of SCD1, exhibited IC(50) values of 0.88 and 0.12 microM, respectively. High-throughput mass spectrometry screening of over 1.7 million compounds in compressed format demonstrated that the enzyme target is druggable. A total of 2515 hits were identified (0.1% hit rate), and 346 were confirmed active (>40% inhibition of total SCD activity at 20 microM--14% conformation rate). Of the confirmed hits 172 had IC(50) values of <10 microM, including 111 <1 microM and 48 <100 nM. A large number of potent drug-like (MW<450) hits representing six different chemical series were identified. The application of mass spectrometry to high-throughput screening permitted the development of a high-quality screening protocol for an otherwise intractable target, SCD1. Further medicinal chemistry and characterization of SCD inhibitors should lead to the development of reagents to treat metabolic disorders.


Assuntos
Acil Coenzima A/metabolismo , Deutério/metabolismo , Avaliação Pré-Clínica de Medicamentos/métodos , Inibidores Enzimáticos/farmacologia , Microssomos Hepáticos/enzimologia , Estearoil-CoA Dessaturase/antagonistas & inibidores , Animais , Ciclopropanos/farmacologia , Citocromo-B(5) Redutase/metabolismo , Diabetes Mellitus/tratamento farmacológico , Diabetes Mellitus/enzimologia , Ácidos Graxos Monoinsaturados/farmacologia , Humanos , Modelos Lineares , Ácidos Linoleicos Conjugados/farmacologia , Masculino , Espectrometria de Massas , Microssomos Hepáticos/efeitos dos fármacos , Ratos , Bibliotecas de Moléculas Pequenas/farmacologia , Coloração e Rotulagem , Estearoil-CoA Dessaturase/metabolismo , Especificidade por Substrato , Fatores de Tempo
3.
Int Immunol ; 15(7): 827-35, 2003 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-12807821

RESUMO

Inhibitors of cAMP-specific phosphodiesterase (PDE) 4 have been shown to inhibit inflammatory mediator release and T cell proliferation, and are considered candidate therapies for T(h)1-mediated diseases. However, little is known about how PDE4 inhibitors influence dendritic cells (DC), the cells responsible for the priming of naive T(h) cells. Therefore, we investigated the PDE profile of monocyte-derived DC, and whether PDE4 inhibitors modulate DC cytokine production and T cell-polarizing capacity. We mainly found cAMP-specific PDE4 enzymatic activity in both immature and mature DC. In contrast to monocytes that mainly express PDE4B, we found that PDE4A is the predominant PDE4 subtype present in DC. Immature DC showed reduced ability to produce IL-12p70 and tumor necrosis factor (TNF)-alpha upon lipopolysaccharide or CD40 ligand (CD40L) stimulation in the presence of PDE4 inhibitors, whereas cytokine production upon CD40L stimulation of fully mature DC in the presence of PDE4 inhibitors was not affected. Exposure to PDE4 inhibitors for 2 days during DC maturation did not influence T cell-stimulatory capacity or acquisition of a mature phenotype, but increased the expression of the chemokine receptor CXCR4. Furthermore, DC matured in the presence of PDE4 inhibitors showed reduced capacity to produce IL-12p70 and TNF-alpha upon subsequent CD40L stimulation. Using these PDE4 inhibitor-matured DC to stimulate naive T cells resulted in a reduction of IFN-gamma-producing (T(h)1) cells. These findings indicate that PDE4 inhibitors can affect T cell responses by acting at the DC level and may increase our understanding of the therapeutic implication of PDE4 inhibitors for T(h)1-mediated disorders.


Assuntos
3',5'-AMP Cíclico Fosfodiesterases/antagonistas & inibidores , Citocinas/biossíntese , Células Dendríticas/imunologia , Células Th1/imunologia , 3',5'-AMP Cíclico Fosfodiesterases/química , Nucleotídeo Cíclico Fosfodiesterase do Tipo 4 , Células Dendríticas/efeitos dos fármacos , Células Dendríticas/enzimologia , Humanos , Interferon gama/metabolismo , Monócitos/imunologia , Inibidores de Fosfodiesterase/farmacologia , Rolipram/farmacologia , Linfócitos T/imunologia
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