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1.
J Med Chem ; 65(7): 5300-5316, 2022 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-35302767

RESUMO

Bruton's tyrosine kinase (BTK), a Tec family tyrosine kinase, is critical in immune pathways as an essential intracellular signaling element, participating in both adaptive and immune responses. Currently approved BTK inhibitors are irreversible covalent inhibitors and limited to oncology indications. Herein, we describe the design of covalent reversible BTK inhibitors and the discoveries of PRN473 (11) and rilzabrutinib (PRN1008, 12). These compounds have exhibited potent and durable inhibition of BTK, in vivo efficacy in rodent arthritis models, and clinical efficacy in canine pemphigus foliaceus. Compound 11 has completed phase 1 trials as a topical agent, and 12 is in phase 3 trials for pemphigus vulgaris and immune thrombocytopenia.


Assuntos
Inibidores de Proteínas Quinases , Transdução de Sinais , Tirosina Quinase da Agamaglobulinemia , Animais , Cães , Inibidores de Proteínas Quinases/farmacologia , Inibidores de Proteínas Quinases/uso terapêutico
2.
Immunohorizons ; 5(7): 581-589, 2021 07 29.
Artigo em Inglês | MEDLINE | ID: mdl-34326199

RESUMO

The expression of Bruton tyrosine kinase (BTK) in B cells and innate immune cells provides essential downstream signaling for BCR, Fc receptors, and other innate immune cell pathways. The topical covalent BTK inhibitor PRN473 has shown durable, reversible BTK occupancy with rapid on-rate and slow off-rate binding kinetics and long residence time, resulting in prolonged, localized efficacy with low systemic exposure in vivo. Mechanisms of PRN473 include inhibition of IgE (FcεR)-mediated activation of mast cells and basophils, IgG (FcγR)-mediated activation of monocytes, and neutrophil migration. In vivo, oral PRN473 was efficacious and well tolerated in the treatment of canine pemphigus foliaceus. In this study, we evaluated in vitro selectivity and functionality, in vivo skin Ab inflammatory responses, and systemic pharmacology with topically administered PRN473. Significant dose-dependent inhibition of IgG-mediated passive Arthus reaction in rats was observed with topical PRN473 and was maintained when given 16 h prior to challenge, reinforcing extended activity with once-daily administration. Similarly, topical PRN473 resulted in significant dose-dependent inhibition of the mouse passive cutaneous anaphylaxis IgE-mediated reaction. Multiday treatment with topical PRN473 in rodents resulted in low-to-no systemic accumulation, suggesting that efficacy was mainly due to localized exposure. Reduced skin Ab inflammatory activity was also confirmed with oral PRN473. These preclinical studies provide a strong biologic basis for targeting innate immune cell responses locally in the skin, with rapid onset of action following once-daily topical PRN473 administration and minimal systemic exposure. Dose-dependent inhibition in these preclinical models of immune-mediated skin diseases support future clinical studies.


Assuntos
Tirosina Quinase da Agamaglobulinemia , Reação de Arthus , Anafilaxia Cutânea Passiva , Inibidores de Proteínas Quinases , Dermatopatias , Animais , Feminino , Humanos , Camundongos , Ratos , Administração Cutânea , Administração Oral , Tirosina Quinase da Agamaglobulinemia/antagonistas & inibidores , Reação de Arthus/tratamento farmacológico , Reação de Arthus/imunologia , Reação de Arthus/patologia , Modelos Animais de Doenças , Relação Dose-Resposta a Droga , Avaliação Pré-Clínica de Medicamentos , Anafilaxia Cutânea Passiva/efeitos dos fármacos , Inibidores de Proteínas Quinases/administração & dosagem , Pele/efeitos dos fármacos , Pele/imunologia , Pele/patologia , Dermatopatias/tratamento farmacológico , Dermatopatias/imunologia , Dermatopatias/patologia
3.
J Immunol ; 206(7): 1454-1468, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33674445

RESUMO

Bruton tyrosine kinase (BTK) is expressed in B cells and innate immune cells, acting as an essential signaling element in multiple immune cell pathways. Selective BTK inhibition has the potential to target multiple immune-mediated disease pathways. Rilzabrutinib is an oral, reversible, covalent BTK inhibitor designed for immune-mediated diseases. We examined the pharmacodynamic profile of rilzabrutinib and its preclinical mechanisms of action. In addition to potent and selective BTK enzyme and cellular activity, rilzabrutinib inhibited activation and inflammatory activities of B cells and innate cells such as macrophages, basophils, mast cells, and neutrophils, without cell death (in human and rodent assay systems). Rilzabrutinib demonstrated dose-dependent improvement of clinical scores and joint pathology in a rat model of collagen-induced arthritis and demonstrated reductions in autoantibody-mediated FcγR signaling in vitro and in vivo, with blockade of rat Arthus reaction, kidney protection in mouse Ab-induced nephritis, and reduction in platelet loss in mouse immune thrombocytopenia. Additionally, rilzabrutinib inhibited IgE-mediated, FcεR-dependent immune mechanisms in human basophils and mast cell-dependent mouse models. In canines with naturally occurring pemphigus, rilzabrutinib treatment resulted in rapid clinical improvement demonstrated by anti-inflammatory effects visible within 2 wk and all animals proceeding to complete or substantial disease control. Rilzabrutinib is characterized by reversible covalent BTK binding, long BTK residence time with low systemic exposure, and multiple mechanistic and biological effects on immune cells. Rilzabrutinib's unique characteristics and promising efficacy and safety profile support clinical development of rilzabrutinib for a broad array of immune-mediated diseases.


Assuntos
Tirosina Quinase da Agamaglobulinemia/antagonistas & inibidores , Anti-Inflamatórios/uso terapêutico , Basófilos/imunologia , Plaquetas/imunologia , Rim/patologia , Mastócitos/imunologia , Nefrite/tratamento farmacológico , Pênfigo/tratamento farmacológico , Inibidores de Proteínas Quinases/uso terapêutico , Púrpura Trombocitopênica Idiopática/tratamento farmacológico , Animais , Modelos Animais de Doenças , Cães , Avaliação Pré-Clínica de Medicamentos , Humanos , Imunoglobulina E/metabolismo , Rim/efeitos dos fármacos , Camundongos , Camundongos da Linhagem 129
4.
Mol Cancer Ther ; 16(12): 2668-2676, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28978721

RESUMO

An increasing number of cancers are known to harbor mutations, translocations, or amplifications in the fibroblast growth factor receptor (FGFR) family of kinases. The FGFR inhibitors evaluated in clinical trials to date have shown promise at treating these cancers. Here, we describe PRN1371, an irreversible covalent inhibitor of FGFR1-4 targeting a cysteine within the kinase active site. PRN1371 demonstrated strong FGFR potency and excellent kinome-wide selectivity in a number of biochemical and cellular assays, including in various cancer cell lines exhibiting FGFR alterations. Furthermore, PRN1371 maintained FGFR inhibition in vivo, not only when circulating drug levels were high but also after the drug had been cleared from circulation, indicating the possibility of sustained FGFR inhibition in the clinic without the need for continuous drug exposure. Durable tumor regression was also obtained in multiple tumor xenografts and patient-derived tumor xenograft models and was sustained even using an intermittent dosing strategy that provided drug holidays. PRN1371 is currently under clinical investigation for treatment of patients with solid tumors. Mol Cancer Ther; 16(12); 2668-76. ©2017 AACR.


Assuntos
Piridonas/uso terapêutico , Pirimidinas/uso terapêutico , Receptores de Fatores de Crescimento de Fibroblastos/antagonistas & inibidores , Animais , Linhagem Celular Tumoral , Proliferação de Células , Humanos , Camundongos , Piridonas/farmacologia , Pirimidinas/farmacologia , Transdução de Sinais , Ensaios Antitumorais Modelo de Xenoenxerto
5.
J Med Chem ; 60(15): 6516-6527, 2017 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-28665128

RESUMO

Aberrant signaling of the FGF/FGFR pathway occurs frequently in cancers and is an oncogenic driver in many solid tumors. Clinical validation of FGFR as a therapeutic target has been demonstrated in bladder, liver, lung, breast, and gastric cancers. Our goal was to develop an irreversible covalent inhibitor of FGFR1-4 for use in oncology indications. An irreversible covalent binding mechanism imparts many desirable pharmacological benefits including high potency, selectivity, and prolonged target inhibition. Herein we report the structure-based design, medicinal chemistry optimization, and unique ADME assays of our irreversible covalent drug discovery program which culminated in the discovery of compound 34 (PRN1371), a highly selective and potent FGFR1-4 inhibitor.


Assuntos
Antineoplásicos/farmacologia , Neoplasias/tratamento farmacológico , Piridonas/farmacologia , Pirimidinas/farmacologia , Receptores de Fatores de Crescimento de Fibroblastos/antagonistas & inibidores , Animais , Antineoplásicos/administração & dosagem , Antineoplásicos/síntese química , Antineoplásicos/farmacocinética , Linhagem Celular Tumoral , Cães , Desenho de Fármacos , Estabilidade de Medicamentos , Feminino , Humanos , Absorção Intestinal , Macaca fascicularis , Masculino , Piridonas/administração & dosagem , Piridonas/síntese química , Piridonas/farmacocinética , Pirimidinas/administração & dosagem , Pirimidinas/síntese química , Pirimidinas/farmacocinética , Ratos Sprague-Dawley , Receptor Tipo 1 de Fator de Crescimento de Fibroblastos/antagonistas & inibidores , Receptor Tipo 2 de Fator de Crescimento de Fibroblastos/antagonistas & inibidores , Receptor Tipo 3 de Fator de Crescimento de Fibroblastos/antagonistas & inibidores , Receptor Tipo 4 de Fator de Crescimento de Fibroblastos/antagonistas & inibidores , Solubilidade , Relação Estrutura-Atividade
6.
Bioorg Med Chem Lett ; 27(3): 632-635, 2017 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-28025004

RESUMO

Reactive metabolites have been putatively linked to many adverse drug reactions including idiosyncratic toxicities for a number of drugs with black box warnings or withdrawn from the market. Therefore, it is desirable to minimize the risk of reactive metabolite formation for lead molecules in optimization, in particular for non-life threatening chronic disease, to maximize benefit to risk ratio. This article describes our effort in addressing reactive metabolite issues for a series of 3-amino-2-pyridone inhibitors of BTK, e.g. compound 1 has a value of 459pmol/mg protein in the microsomal covalent binding assay. Parallel approaches were taken to successfully resolve the issues: establishment of a predictive screening assay with correlation association of covalent binding assay, identification of the origin of reactive metabolite formation using MS/MS analysis of HLM as well as isolation and characterization of GSH adducts. This ultimately led to the discovery of compound 7 (RN941) with significantly reduced covalent binding of 26pmol/mg protein.


Assuntos
Inibidores de Proteínas Quinases/química , Proteínas Tirosina Quinases/antagonistas & inibidores , Piridonas/química , Tirosina Quinase da Agamaglobulinemia , Glutationa/química , Espectroscopia de Ressonância Magnética , Microssomos/metabolismo , Inibidores de Proteínas Quinases/metabolismo , Proteínas Tirosina Quinases/metabolismo , Piridonas/metabolismo , Espectrometria de Massas em Tandem
7.
Nat Chem Biol ; 11(7): 525-31, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26006010

RESUMO

Drugs with prolonged on-target residence times often show superior efficacy, yet general strategies for optimizing drug-target residence time are lacking. Here we made progress toward this elusive goal by targeting a noncatalytic cysteine in Bruton's tyrosine kinase (BTK) with reversible covalent inhibitors. Using an inverted orientation of the cysteine-reactive cyanoacrylamide electrophile, we identified potent and selective BTK inhibitors that demonstrated biochemical residence times spanning from minutes to 7 d. An inverted cyanoacrylamide with prolonged residence time in vivo remained bound to BTK for more than 18 h after clearance from the circulation. The inverted cyanoacrylamide strategy was further used to discover fibroblast growth factor receptor (FGFR) kinase inhibitors with residence times of several days, demonstrating the generalizability of the approach. Targeting of noncatalytic cysteines with inverted cyanoacrylamides may serve as a broadly applicable platform that facilitates 'residence time by design', the ability to modulate and improve the duration of target engagement in vivo.


Assuntos
Acrilamidas/farmacocinética , Linfócitos B/efeitos dos fármacos , Cianoacrilatos/farmacocinética , Inibidores de Proteínas Quinases/farmacocinética , Proteínas Tirosina Quinases/antagonistas & inibidores , Acrilamidas/síntese química , Tirosina Quinase da Agamaglobulinemia , Animais , Linfócitos B/enzimologia , Linfócitos B/patologia , Linhagem Celular Tumoral , Cristalografia por Raios X , Cianoacrilatos/síntese química , Dasatinibe , Feminino , Expressão Gênica , Humanos , Ligantes , Simulação de Acoplamento Molecular , Inibidores de Proteínas Quinases/síntese química , Estrutura Terciária de Proteína , Proteínas Tirosina Quinases/química , Proteínas Tirosina Quinases/genética , Pirimidinas/farmacocinética , Ratos , Ratos Sprague-Dawley , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Células Sf9 , Spodoptera , Relação Estrutura-Atividade , Especificidade por Substrato , Tiazóis/farmacocinética , Fatores de Tempo
8.
Bioorg Med Chem Lett ; 25(2): 367-71, 2015 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-25466710

RESUMO

A rational fluorine scan based on co-crystal structures was explored to increase the potency of a series of selective BTK inhibitors. While fluorine substitution on a saturated bicyclic ring system yields no apparent benefit, the same operation on an unsaturated bicyclic ring can increase HWB activity by up to 40-fold. Comparison of co-crystal structures of parent molecules and fluorinated counterparts revealed the importance of placing fluorine at the optimal position to achieve favorable interactions with protein side chains.


Assuntos
Flúor/química , Flúor/metabolismo , Inibidores de Proteínas Quinases/química , Inibidores de Proteínas Quinases/farmacologia , Proteínas Tirosina Quinases/química , Proteínas Tirosina Quinases/metabolismo , Tirosina Quinase da Agamaglobulinemia , Cristalografia por Raios X , Humanos , Modelos Moleculares , Estrutura Molecular , Conformação Proteica , Relação Estrutura-Atividade
9.
J Med Chem ; 58(1): 512-6, 2015 Jan 08.
Artigo em Inglês | MEDLINE | ID: mdl-24712864

RESUMO

Structure-based drug design was used to guide the optimization of a series of selective BTK inhibitors as potential treatments for Rheumatoid arthritis. Highlights include the introduction of a benzyl alcohol group and a fluorine substitution, each of which resulted in over 10-fold increase in activity. Concurrent optimization of drug-like properties led to compound 1 (RN486) ( J. Pharmacol. Exp. Ther. 2012 , 341 , 90 ), which was selected for advanced preclinical characterization based on its favorable properties.


Assuntos
Artrite Reumatoide/tratamento farmacológico , Isoquinolinas/farmacologia , Proteínas Tirosina Quinases/antagonistas & inibidores , Tirosina Quinase da Agamaglobulinemia , Cristalografia por Raios X , Desenho de Fármacos , Humanos , Isoquinolinas/química , Isoquinolinas/metabolismo , Modelos Químicos , Modelos Moleculares , Estrutura Molecular , Ligação Proteica , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Proteínas Tirosina Quinases/química , Proteínas Tirosina Quinases/metabolismo
10.
J Med Chem ; 57(6): 2683-91, 2014 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-24520947

RESUMO

Inhibition of spleen tyrosine kinase has attracted much attention as a mechanism for the treatment of cancers and autoimmune diseases such as asthma, rheumatoid arthritis, and systemic lupus erythematous. We report the structure-guided optimization of pyridazine amide spleen tyrosine kinase inhibitors. Early representatives of this scaffold were highly potent and selective but mutagenic in an Ames assay. An approach that led to the successful identification of nonmutagenic examples, as well as further optimization to compounds with reduced cardiovascular liabilities is described. Select pharmacokinetic and in vivo efficacy data are presented.


Assuntos
Inibidores de Proteínas Quinases/síntese química , Inibidores de Proteínas Quinases/farmacologia , Proteínas Tirosina Quinases/antagonistas & inibidores , Piridazinas/síntese química , Piridazinas/farmacologia , Baço/enzimologia , Amidas/síntese química , Amidas/farmacologia , Animais , Biologia Computacional , Simulação por Computador , Desenho de Fármacos , Canais de Potássio Éter-A-Go-Go/efeitos dos fármacos , Humanos , Técnicas In Vitro , Camundongos , Microssomos Hepáticos/metabolismo , Modelos Moleculares , Conformação Molecular , Mutagênese/efeitos dos fármacos , Testes de Mutagenicidade , Inibidores de Proteínas Quinases/farmacocinética , Piridazinas/farmacocinética , Ratos , Baço/efeitos dos fármacos , Relação Estrutura-Atividade , Difração de Raios X
11.
J Med Chem ; 56(4): 1677-92, 2013 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-23350847

RESUMO

We describe the discovery of several pyrrolopyrazines as potent and selective Syk inhibitors and the efforts that eventually led to the desired improvements in physicochemical properties and human whole blood potencies. Ultimately, our mouse model revealed unexpected toxicity that precluded us from further advancing this series.


Assuntos
Peptídeos e Proteínas de Sinalização Intracelular/antagonistas & inibidores , Proteínas Tirosina Quinases/antagonistas & inibidores , Pirazinas/síntese química , Pirróis/síntese química , Animais , Linfócitos B/efeitos dos fármacos , Linfócitos B/enzimologia , Proteínas Sanguíneas/metabolismo , Cristalografia por Raios X , Humanos , Camundongos , Microssomos Hepáticos/metabolismo , Modelos Moleculares , Estrutura Molecular , Ligação Proteica , Pirazinas/farmacologia , Pirazinas/toxicidade , Pirróis/farmacologia , Pirróis/toxicidade , Relação Estrutura-Atividade , Quinase Syk
12.
Bioorg Med Chem Lett ; 23(5): 1486-92, 2013 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-23352510

RESUMO

A series of amino-pyrimidines was developed based upon an initial kinase cross-screening hit from a CDK2 program. Kinase profiling and structure-based drug design guided the optimization from the initial 1,2,3-benzotriazole hit to a potent and selective JNK inhibitor, compound 24f (JNK1 and 2 IC(50)=16 and 66 nM, respectively), with bioavailability in rats and suitable for further in vivo pharmacological evaluation.


Assuntos
Proteínas Quinases JNK Ativadas por Mitógeno/antagonistas & inibidores , Inibidores de Proteínas Quinases/química , Inibidores de Proteínas Quinases/farmacologia , Pirimidinas/química , Pirimidinas/farmacologia , Triazóis/química , Triazóis/farmacologia , Animais , Cristalografia por Raios X , Desenho de Fármacos , Humanos , Proteínas Quinases JNK Ativadas por Mitógeno/metabolismo , Modelos Moleculares , Inibidores de Proteínas Quinases/síntese química , Pirimidinas/síntese química , Ratos , Relação Estrutura-Atividade , Triazóis/síntese química
13.
J Med Chem ; 55(23): 10414-23, 2012 Dec 13.
Artigo em Inglês | MEDLINE | ID: mdl-23151054

RESUMO

A novel approach to design selective spleen tyrosine kinase (Syk) inhibitors is described. Inhibition of spleen tyrosine kinase has attracted much attention as a mechanism for the treatment of autoimmune diseases such as asthma, rheumatoid arthritis, and SLE. Fostamatinib, a Syk inhibitor that successfully completed phase II clinical trials, also exhibits some undesirable side effects. More selective Syk inhibitors could offer safer, alternative treatments. Through a systematic evaluation of the kinome, we identified Pro455 and Asn457 in the Syk ATP binding site as a rare combination among sequence aligned kinases and hypothesized that optimizing the interaction between them and a Syk inhibitor molecule would impart high selectivity for Syk over other kinases. We report the structure-guided identification of three series of selective spleen tyrosine kinase inhibitors that support our hypothesis and offer useful guidance to other researchers in the field.


Assuntos
Inibidores de Proteínas Quinases/farmacologia , Proteínas Tirosina Quinases/antagonistas & inibidores , Baço/enzimologia , Desenho de Fármacos , Humanos , Modelos Moleculares , Inibidores de Proteínas Quinases/química
14.
J Med Chem ; 55(17): 7686-95, 2012 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-22877085

RESUMO

Inhibition of PI3Kδ is considered to be an attractive mechanism for the treatment of inflammatory diseases and leukocyte malignancies. Using a structure-based design approach, we have identified a series of potent and selective benzimidazole-based inhibitors of PI3Kδ. These inhibitors do not occupy the selectivity pocket between Trp760 and Met752 that is induced by other families of PI3Kδ inhibitors. Instead, the selectivity of the compounds for inhibition of PI3Kδ relative to other PI3K isoforms appears to be due primarily to the strong interactions these inhibitors are able to make with Trp760 in the PI3Kδ binding pocket. The pharmacokinetic properties and the ability of compound 5 to inhibit the function of B-cells in vivo are described.


Assuntos
Benzimidazóis/farmacologia , Inibidores de Fosfoinositídeo-3 Quinase , Inibidores de Proteínas Quinases/farmacologia , Benzimidazóis/química , Espectroscopia de Ressonância Magnética , Modelos Moleculares , Inibidores de Proteínas Quinases/química , Espectrometria de Massas por Ionização por Electrospray , Espectrofotometria Ultravioleta
15.
Bioorg Med Chem Lett ; 22(13): 4296-302, 2012 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-22672799

RESUMO

A potent inhibitor of PI3Kδ that is ≥ 200 fold selective for the remaining three Class I PI3K isoforms and additional kinases is described. The hypothesis for selectivity is illustrated through structure activity relationships and crystal structures of compounds bound to a K802T mutant of PI3Kγ. Pharmacokinetic data in rats and mice support the use of 3 as a useful tool compound to use for in vivo studies.


Assuntos
Inibidores de Fosfoinositídeo-3 Quinase , Inibidores de Proteínas Quinases/química , Triptofano/química , Animais , Sítios de Ligação , Simulação por Computador , Feminino , Injeções Intravenosas , Fígado/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Mutação , Fosfatidilinositol 3-Quinases/genética , Fosfatidilinositol 3-Quinases/metabolismo , Isoformas de Proteínas/antagonistas & inibidores , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Inibidores de Proteínas Quinases/síntese química , Inibidores de Proteínas Quinases/farmacocinética , Estrutura Terciária de Proteína , Ratos , Ratos Sprague-Dawley , Relação Estrutura-Atividade
16.
J Med Chem ; 55(12): 5887-900, 2012 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-22626259

RESUMO

PI3Kδ is a lipid kinase and a member of a larger family of enzymes, PI3K class IA(α, ß, δ) and IB (γ), which catalyze the phosphorylation of PIP2 to PIP3. PI3Kδ is mainly expressed in leukocytes, where it plays a critical, nonredundant role in B cell receptor mediated signaling and provides an attractive opportunity to treat diseases where B cell activity is essential, e.g., rheumatoid arthritis. We report the discovery of novel, potent, and selective PI3Kδ inhibitors and describe a structural hypothesis for isoform (α, ß, γ) selectivity gained from interactions in the affinity pocket. The critical component of our initial pharmacophore for isoform selectivity was strongly associated with CYP3A4 time-dependent inhibition (TDI). We describe a variety of strategies and methods for monitoring and attenuating TDI. Ultimately, a structure-based design approach was employed to identify a suitable structural replacement for further optimization.


Assuntos
Artrite Reumatoide/tratamento farmacológico , Inibidores do Citocromo P-450 CYP3A , Descoberta de Drogas , Inibidores Enzimáticos/farmacologia , Inibidores de Fosfoinositídeo-3 Quinase , Artrite Reumatoide/enzimologia , Benzimidazóis/química , Benzimidazóis/farmacologia , Benzimidazóis/uso terapêutico , Linhagem Celular , Citocromo P-450 CYP3A , Inibidores Enzimáticos/química , Inibidores Enzimáticos/uso terapêutico , Humanos , Concentração Inibidora 50 , Modelos Moleculares , Fosfatidilinositol 3-Quinases/química , Conformação Proteica , Especificidade por Substrato , Fatores de Tempo
19.
J Med Chem ; 54(7): 2255-65, 2011 Apr 14.
Artigo em Inglês | MEDLINE | ID: mdl-21375264
20.
Toxicol Sci ; 118(1): 266-75, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20810542

RESUMO

The cellular function of kinases combined with the difficulty of designing selective small molecule kinase inhibitors (SMKIs) poses a challenge for drug development. The late-stage attrition of SMKIs could be lessened by integrating safety information of kinases into the lead optimization stage of drug development. Herein, a mathematical model to predict bone marrow toxicity (BMT) is presented which enables the rational design of SMKIs away from this safety liability. A specific example highlights how this model identifies critical structural modifications to avoid BMT. The model was built using a novel algorithm, which selects 19 representative kinases from a panel of 277 based upon their ATP-binding pocket sequences and ability to predict BMT in vivo for 48 SMKIs. A support vector machine classifier was trained on the selected kinases and accurately predicts BMT with 74% accuracy. The model provides an efficient method for understanding SMKI-induced in vivo BMT earlier in drug discovery.


Assuntos
Células da Medula Óssea/efeitos dos fármacos , Desenho de Fármacos , Inibidores de Proteínas Quinases/toxicidade , Proteômica/métodos , Trifosfato de Adenosina/metabolismo , Algoritmos , Animais , Inteligência Artificial , Células da Medula Óssea/enzimologia , Biologia Computacional , Simulação por Computador , Humanos , Modelos Biológicos , Estrutura Molecular , Peso Molecular , Inibidores de Proteínas Quinases/química , Inibidores de Proteínas Quinases/metabolismo , Proteínas Quinases/química , Proteínas Quinases/metabolismo , Curva ROC
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