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1.
Clin Chem Lab Med ; 57(11): 1737-1743, 2019 Oct 25.
Artículo en Inglés | MEDLINE | ID: mdl-31129650

RESUMEN

Background Aberrant kallikrein activity is observed in a number of inflammatory dermatoses. Up-regulation of kallikrein-5 (KLK5) activity leads to uncontrolled skin desquamation and cleavage of proteinase-activated receptor-2 (PAR2), causing the release of pro-inflammatory cytokines and disruption of epidermal barrier function. This study aimed to identify KLK5-specific small molecule inhibitors which can serve as the foundation of a novel therapeutic for inflammatory skin disorders. Methods Five chemical libraries (13,569 compounds total) were screened against recombinant KLK5 using a fluorogenic enzymatic assay. Secondary validation was performed on the top 22 primary hits. All hits were docked in the KLK5 crystal structure to rationalize their potential interactions with the protein. Results A naturally occurring compound derived from the wood of Caesalpinia sappan (Brazilin) was identified as a novel KLK5 inhibitor (IC50: 20 µM, Ki: 6.4 µM). Docking suggests that the phenolic moiety of Brazilin binds in the S1-pocket of KLK5 and forms a H-bond with S195 side chain. KLK14 was also found to be susceptible to inhibition by Brazilin with a calculated IC50 value of 14.6 µM. Conclusions Natural KLK5 small molecule inhibitors such as Brazilin, are ideal for topical skin disease drug design and remain a promising therapeutic for severe cases of inflammatory skin disorders. Optimized KLK inhibitors may have increased efficacy as therapeutics and warrant further investigation.


Asunto(s)
Benzopiranos/uso terapéutico , Calicreínas/antagonistas & inhibidores , Enfermedades de la Piel/tratamiento farmacológico , Benzopiranos/farmacología , Humanos
3.
Nat Chem Biol ; 11(8): 571-578, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26167872

RESUMEN

The CEBPA gene is mutated in 9% of patients with acute myeloid leukemia (AML). Selective expression of a short (30-kDa) CCAAT-enhancer binding protein-α (C/EBPα) translational isoform, termed p30, represents the most common type of CEBPA mutation in AML. The molecular mechanisms underlying p30-mediated transformation remain incompletely understood. We show that C/EBPα p30, but not the normal p42 isoform, preferentially interacts with Wdr5, a key component of SET/MLL (SET-domain/mixed-lineage leukemia) histone-methyltransferase complexes. Accordingly, p30-bound genomic regions were enriched for MLL-dependent H3K4me3 marks. The p30-dependent increase in self-renewal and inhibition of myeloid differentiation required Wdr5, as downregulation of the latter inhibited proliferation and restored differentiation in p30-dependent AML models. OICR-9429 is a new small-molecule antagonist of the Wdr5-MLL interaction. This compound selectively inhibited proliferation and induced differentiation in p30-expressing human AML cells. Our data reveal the mechanism of p30-dependent transformation and establish the essential p30 cofactor Wdr5 as a therapeutic target in CEBPA-mutant AML.


Asunto(s)
Antineoplásicos/farmacología , Compuestos de Bifenilo/farmacología , Dihidropiridinas/farmacología , Regulación Neoplásica de la Expresión Génica , N-Metiltransferasa de Histona-Lisina/antagonistas & inhibidores , Leucemia Mieloide Aguda/metabolismo , Proteína de la Leucemia Mieloide-Linfoide/antagonistas & inhibidores , Bibliotecas de Moléculas Pequeñas/farmacología , Secuencia de Aminoácidos , Animales , Proteínas Potenciadoras de Unión a CCAAT/genética , Proteínas Potenciadoras de Unión a CCAAT/metabolismo , Diferenciación Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , N-Metiltransferasa de Histona-Lisina/genética , N-Metiltransferasa de Histona-Lisina/metabolismo , Histonas/genética , Histonas/metabolismo , Humanos , Péptidos y Proteínas de Señalización Intracelular , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patología , Ratones , Simulación del Acoplamiento Molecular , Datos de Secuencia Molecular , Terapia Molecular Dirigida , Mutación , Proteína de la Leucemia Mieloide-Linfoide/genética , Proteína de la Leucemia Mieloide-Linfoide/metabolismo , Unión Proteica , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Estructura Terciaria de Proteína , Transducción de Señal , Células Tumorales Cultivadas
4.
Nat Rev Drug Discov ; 14(3): 183-202, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25698643

RESUMEN

Tissue kallikreins are a family of fifteen secreted serine proteases encoded by the largest protease gene cluster in the human genome. In the past decade, substantial progress has been made in characterizing the natural substrates, endogenous inhibitors and in vivo functions of kallikreins, and studies have delineated important pathophysiological roles for these proteases in a variety of tissues. Thus, kallikreins are now considered attractive targets for the development of novel therapeutics for airway, cardiovascular, tooth, brain, skin and neoplastic diseases. In this Review, we discuss recent advances in our understanding of the physiological functions and pathological implications of kallikrein proteases, and highlight progress in the identification of kallikrein inhibitors, which together are bringing us closer to therapeutically targeting kallikreins in selected disease settings.


Asunto(s)
Inhibidores de Serina Proteinasa/uso terapéutico , Calicreínas de Tejido/antagonistas & inhibidores , Animales , Humanos , Modelos Moleculares , Serina Proteasas/genética , Serina Proteasas/fisiología , Calicreínas de Tejido/genética , Calicreínas de Tejido/fisiología
5.
Nat Commun ; 5: 4202, 2014 Aug 28.
Artículo en Inglés | MEDLINE | ID: mdl-25164867

RESUMEN

Endoplasmic reticulum (ER) stress activates the unfolded protein response and its dysfunction is linked to multiple diseases. The stress transducer IRE1α is a transmembrane kinase endoribonuclease (RNase) that cleaves mRNA substrates to re-establish ER homeostasis. Aromatic ring systems containing hydroxy-aldehyde moieties, termed hydroxy-aryl-aldehydes (HAA), selectively inhibit IRE1α RNase and thus represent a novel chemical series for therapeutic development. We solved crystal structures of murine IRE1α in complex with three HAA inhibitors. HAA inhibitors engage a shallow pocket at the RNase-active site through pi-stacking interactions with His910 and Phe889, an essential Schiff base with Lys907 and a hydrogen bond with Tyr892. Structure-activity studies and mutational analysis of contact residues define the optimal chemical space of inhibitors and validate the inhibitor-binding site. These studies lay the foundation for understanding both the biochemical and cellular functions of IRE1α using small molecule inhibitors and suggest new avenues for inhibitor design.


Asunto(s)
Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Proteínas de la Membrana/antagonistas & inhibidores , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Relación Estructura-Actividad , Aldehídos/química , Aldehídos/farmacología , Benzaldehídos/química , Benzaldehídos/farmacología , Sitios de Unión , Antígenos CD59/metabolismo , Dominio Catalítico , Línea Celular Tumoral/efectos de los fármacos , Cumarinas/química , Cumarinas/farmacología , Cristalografía por Rayos X , Análisis Mutacional de ADN , Proteínas de Unión al ADN/genética , Inhibidores Enzimáticos/metabolismo , Humanos , Proteínas de la Membrana/química , Proteínas de la Membrana/genética , Proteínas de la Membrana/metabolismo , Estructura Molecular , Morfolinas/química , Morfolinas/farmacología , Plasmacitoma/tratamiento farmacológico , Plasmacitoma/patología , Conformación Proteica , Proteínas Serina-Treonina Quinasas/química , Proteínas Serina-Treonina Quinasas/genética , Proteínas Serina-Treonina Quinasas/metabolismo , Factores de Transcripción del Factor Regulador X , Ribonucleasas/metabolismo , Bibliotecas de Moléculas Pequeñas/química , Bibliotecas de Moléculas Pequeñas/farmacología , Factores de Transcripción/genética
6.
PLoS One ; 8(9): e64547, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24039693

RESUMEN

Molecular field topology analysis, scaffold hopping, and molecular docking were used as complementary computational tools for the design of repellents for Aedes aegypti, the insect vector for yellow fever, chikungunya, and dengue fever. A large number of analogues were evaluated by virtual screening with Glide molecular docking software. This produced several dozen hits that were either synthesized or procured from commercial sources. Analysis of these compounds by a repellent bioassay resulted in a few highly active chemicals (in terms of minimum effective dosage) as viable candidates for further hit-to-lead and lead optimization effort.


Asunto(s)
Aedes/efectos de los fármacos , Ciclohexanoles/química , Repelentes de Insectos/química , Insectos Vectores/efectos de los fármacos , Adulto , Animales , Bioensayo , Ciclohexanoles/farmacología , Femenino , Humanos , Repelentes de Insectos/farmacología , Masculino , Simulación del Acoplamiento Molecular , Relación Estructura-Actividad Cuantitativa
7.
Nucleic Acids Res ; 41(12): 6332-46, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23620299

RESUMEN

The universally conserved Kae1/Qri7/YgjD and Sua5/YrdC protein families have been implicated in growth, telomere homeostasis, transcription and the N6-threonylcarbamoylation (t(6)A) of tRNA, an essential modification required for translational fidelity by the ribosome. In bacteria, YgjD orthologues operate in concert with the bacterial-specific proteins YeaZ and YjeE, whereas in archaeal and eukaryotic systems, Kae1 operates as part of a larger macromolecular assembly called KEOPS with Bud32, Cgi121, Gon7 and Pcc1 subunits. Qri7 orthologues function in the mitochondria and may represent the most primitive member of the Kae1/Qri7/YgjD protein family. In accordance with previous findings, we confirm that Qri7 complements Kae1 function and uncover that Qri7 complements the function of all KEOPS subunits in growth, t(6)A biosynthesis and, to a partial degree, telomere maintenance. These observations suggest that Kae1 provides a core essential function that other subunits within KEOPS have evolved to support. Consistent with this inference, Qri7 alone is sufficient for t(6)A biosynthesis with Sua5 in vitro. In addition, the 2.9 Å crystal structure of Qri7 reveals a simple homodimer arrangement that is supplanted by the heterodimerization of YgjD with YeaZ in bacteria and heterodimerization of Kae1 with Pcc1 in KEOPS. The partial complementation of telomere maintenance by Qri7 hints that KEOPS has evolved novel functions in higher organisms.


Asunto(s)
Adenosina/análogos & derivados , Proteínas de Unión al ADN/metabolismo , Proteínas Mitocondriales/química , Proteínas Mitocondriales/metabolismo , ARN de Transferencia/metabolismo , Proteínas de Saccharomyces cerevisiae/química , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/enzimología , Adenosina/biosíntesis , Adenosina/metabolismo , Dimerización , Metaloendopeptidasas/fisiología , Proteínas Mitocondriales/fisiología , Modelos Moleculares , Subunidades de Proteína/fisiología , ARN de Transferencia/química , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/crecimiento & desarrollo , Proteínas de Saccharomyces cerevisiae/fisiología , Homeostasis del Telómero
8.
J Chem Inf Model ; 53(3): 681-91, 2013 Mar 25.
Artículo en Inglés | MEDLINE | ID: mdl-23410263

RESUMEN

Protein methyltransferases (PMTs) are a novel gene family of therapeutic relevance involved in chromatin-mediated signaling and other biological mechanisms. Most PMTs are organized around the structurally conserved SET domain that catalyzes the methylation of a substrate lysine. A few potent chemical inhibitors compete with the protein substrate, and all are anchored in the channel recruiting the methyl-accepting lysine. We propose a novel strategy to design focused chemical libraries targeting the substrate binding site, where a limited number of warheads each occupying the lysine-channel of multiple enzymes would be decorated by different substituents. A variety of sequence and structure-based approaches used to analyze the diversity of the lysine channel of SET domain PMTs support the relevance of this strategy. We show that chemical fragments derived from published inhibitors are valid warheads that can be used in the design of novel focused libraries targeting other PMTs.


Asunto(s)
Proteína Metiltransferasas/metabolismo , Aminoácidos/análisis , Cromatina/fisiología , Cristalografía por Rayos X , Diseño de Fármacos , Enlace de Hidrógeno , Canales Iónicos/metabolismo , Lisina/metabolismo , Modelos Moleculares , Filogenia , Unión Proteica , Conformación Proteica , Estructura Terciaria de Proteína , Bibliotecas de Moléculas Pequeñas , Especificidad por Sustrato
9.
Biochem J ; 449(1): 151-9, 2013 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-22989411

RESUMEN

WDR5 (WD40 repeat protein 5) is an essential component of the human trithorax-like family of SET1 [Su(var)3-9 enhancer-of-zeste trithorax 1] methyltransferase complexes that carry out trimethylation of histone 3 Lys4 (H3K4me3), play key roles in development and are abnormally expressed in many cancers. In the present study, we show that the interaction between WDR5 and peptides from the catalytic domain of MLL (mixed-lineage leukaemia protein) (KMT2) can be antagonized with a small molecule. Structural and biophysical analysis show that this antagonist binds in the WDR5 peptide-binding pocket with a Kd of 450 nM and inhibits the catalytic activity of the MLL core complex in vitro. The degree of inhibition was enhanced at lower protein concentrations consistent with a role for WDR5 in directly stabilizing the MLL multiprotein complex. Our data demonstrate inhibition of an important protein-protein interaction and form the basis for further development of inhibitors of WDR5-dependent enzymes implicated in MLL-rearranged leukaemias or other cancers.


Asunto(s)
N-Metiltransferasa de Histona-Lisina/metabolismo , Proteína de la Leucemia Mieloide-Linfoide/antagonistas & inhibidores , Proteína de la Leucemia Mieloide-Linfoide/metabolismo , Dominio Catalítico/fisiología , Cristalografía por Rayos X , N-Metiltransferasa de Histona-Lisina/antagonistas & inhibidores , Humanos , Péptidos y Proteínas de Señalización Intracelular , Unión Proteica/fisiología , Dominios y Motivos de Interacción de Proteínas/fisiología
10.
ACS Med Chem Lett ; 4(3): 353-7, 2013 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-24900672

RESUMEN

The WD40-repeat protein WDR5 plays a critical role in maintaining the integrity of MLL complexes and fully activating their methyltransferase function. MLL complexes, the trithorax-like family of SET1 methyltransferases, catalyze trimethylation of lysine 4 on histone 3, and they have been widely implicated in various cancers. Antagonism of WDR5 and MLL subunit interaction by small molecules has recently been presented as a practical way to inhibit activity of the MLL1 complex, and N-(2-(4-methylpiperazin-1-yl)-5-substituted-phenyl) benzamides were reported as potent and selective antagonists of such an interaction. Here, we describe the protein crystal structure guided optimization of prototypic compound 2 (K dis = 7 µM), leading to identification of more potent antagonist 47 (K dis = 0.3 µM).

11.
Chemistry ; 18(49): 15612-7, 2012 Dec 03.
Artículo en Inglés | MEDLINE | ID: mdl-23124621

RESUMEN

Bent but not broken: cyclic oligoprolines are accessed in a reaction that effectively bends rigid oligoproline peptides (see scheme; TBDMS=tert-butyldimethylsilyl). The stitching is accomplished during macrocyclization enabled by aziridine aldehydes and isocyanides. Molecular modeling studies suggest that electrostatic attraction between the termini of the linear peptide is pivotal for macrocyclization. The macrocycles were studied by circular dichroism with a polyproline II structure being observed in larger macrocycles.


Asunto(s)
Compuestos Macrocíclicos/química , Oligopéptidos/química , Compuestos de Organosilicio/química , Péptidos/química , Dicroismo Circular , Ciclización
12.
J Chem Inf Model ; 52(8): 2310-6, 2012 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-22876798

RESUMEN

The article presents a Web-based platform for collecting and storing toxicological structural alerts from literature and for virtual screening of chemical libraries to flag potentially toxic chemicals and compounds that can cause adverse side effects. An alert is uniquely identified by a SMARTS template, a toxicological endpoint, and a publication where the alert was described. Additionally, the system allows storing complementary information such as name, comments, and mechanism of action, as well as other data. Most importantly, the platform can be easily used for fast virtual screening of large chemical datasets, focused libraries, or newly designed compounds against the toxicological alerts, providing a detailed profile of the chemicals grouped by structural alerts and endpoints. Such a facility can be used for decision making regarding whether a compound should be tested experimentally, validated with available QSAR models, or eliminated from consideration altogether. The alert-based screening can also be helpful for an easier interpretation of more complex QSAR models. The system is publicly accessible and tightly integrated with the Online Chemical Modeling Environment (OCHEM, http://ochem.eu). The system is open and expandable: any registered OCHEM user can introduce new alerts, browse, edit alerts introduced by other users, and virtually screen his/her data sets against all or selected alerts. The user sets being passed through the structural alerts can be used at OCHEM for other typical tasks: exporting in a wide variety of formats, development of QSAR models, additional filtering by other criteria, etc. The database already contains almost 600 structural alerts for such endpoints as mutagenicity, carcinogenicity, skin sensitization, compounds that undergo metabolic activation, and compounds that form reactive metabolites and, thus, can cause adverse reactions. The ToxAlerts platform is accessible on the Web at http://ochem.eu/alerts, and it is constantly growing.


Asunto(s)
Bases de Datos de Compuestos Químicos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Internet , Preparaciones Farmacéuticas/química , Evaluación Preclínica de Medicamentos , Humanos , Relación Estructura-Actividad Cuantitativa
13.
Structure ; 20(8): 1425-35, 2012 Aug 08.
Artículo en Inglés | MEDLINE | ID: mdl-22795084

RESUMEN

PRMT3, a protein arginine methyltransferase, has been shown to influence ribosomal biosynthesis by catalyzing the dimethylation of the 40S ribosomal protein S2. Although PRMT3 has been reported to be a cytosolic protein, it has been shown to methylate histone H4 peptide (H4 1-24) in vitro. Here, we report the identification of a PRMT3 inhibitor (1-(benzo[d][1,2,3]thiadiazol-6-yl)-3-(2-cyclohexenylethyl)urea; compound 1) with IC50 value of 2.5 µM by screening a library of 16,000 compounds using H4 (1-24) peptide as a substrate. The crystal structure of PRMT3 in complex with compound 1 as well as kinetic analysis reveals an allosteric mechanism of inhibition. Mutating PRMT3 residues within the allosteric site or using compound 1 analogs that disrupt interactions with allosteric site residues both abrogated binding and inhibitory activity. These data demonstrate an allosteric mechanism for inhibition of protein arginine methyltransferases, an emerging class of therapeutic targets.


Asunto(s)
Inhibidores Enzimáticos/química , Proteína-Arginina N-Metiltransferasas/antagonistas & inhibidores , Proteína-Arginina N-Metiltransferasas/química , Tiadiazoles/química , Urea/análogos & derivados , Regulación Alostérica , Sitio Alostérico , Sustitución de Aminoácidos , Células CACO-2 , Dominio Catalítico , Permeabilidad de la Membrana Celular , Cristalografía por Rayos X , Inhibidores Enzimáticos/metabolismo , Humanos , Enlace de Hidrógeno , Cinética , Microsomas Hepáticos/efectos de los fármacos , Microsomas Hepáticos/metabolismo , Modelos Moleculares , Mutagénesis Sitio-Dirigida , Unión Proteica , Estructura Secundaria de Proteína , Proteína-Arginina N-Metiltransferasas/genética , Relación Estructura-Actividad , Tiadiazoles/metabolismo , Urea/química , Urea/metabolismo
14.
Bioorg Med Chem ; 19(3): 1242-55, 2011 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-21236687

RESUMEN

Installation of sites for metabolism in the lead compound PHA-767408 was the key focus of the IKK-2 inhaled program. This paper reports our efforts to identify a novel series of aminopyridinecarboxamide-based IKK-2 inhibitors, which display low nanomolar potency against IKK-2 with long duration of action (DOA), and metabolically labile to phase I and/or phase II metabolizing enzymes with potential capability for multiple routes of clearance. Several compounds have demonstrated their potential usefulness in the treatment of asthma and chronic obstructive pulmonary disease (COPD).


Asunto(s)
Aminopiridinas/síntesis química , Asma/tratamiento farmacológico , Quinasa I-kappa B/antagonistas & inhibidores , Niacinamida/análogos & derivados , Inhibidores de Proteínas Quinasas/síntesis química , Enfermedad Pulmonar Obstructiva Crónica/tratamiento farmacológico , Pirazoles/síntesis química , Administración por Inhalación , Aminopiridinas/química , Aminopiridinas/farmacología , Unión Competitiva , Diseño de Fármacos , Células HEK293 , Humanos , Indazoles/química , Indazoles/metabolismo , Indazoles/farmacología , Ácidos Isonicotínicos/química , Ácidos Isonicotínicos/metabolismo , Ácidos Isonicotínicos/farmacología , Microsomas Hepáticos/efectos de los fármacos , Modelos Moleculares , Estructura Molecular , Terapia Molecular Dirigida , Niacinamida/síntesis química , Niacinamida/química , Niacinamida/metabolismo , Niacinamida/farmacología , Fenetilaminas/metabolismo , Bloqueadores de los Canales de Potasio/metabolismo , Inhibidores de Proteínas Quinasas/química , Inhibidores de Proteínas Quinasas/farmacología , Pirazoles/química , Pirazoles/metabolismo , Pirazoles/farmacología , Relación Estructura-Actividad , Sulfonamidas/metabolismo
16.
Protein Expr Purif ; 72(2): 254-61, 2010 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-20176108

RESUMEN

NF-kappaB signaling plays a pivotal role in a variety of pathological conditions. Because of its central role in the overall NF-kappaB regulation, IKK-2 is a viable target for drug discovery. In order to enable structure-based design of IKK-2 inhibitors, we carried out a rational generation of IKK-2 mutants based on induced-fit docking of a selective IKK-2 inhibitor, PHA-408, into the homology model of IKK-2. One mutant we have characterized is a catalytically inactive form of IKK-2, D145A IKK-2, wherein the catalytic aspartic acid, D145 was replaced with alanine. Unlike the WT enzyme, D145A IKK-2 is devoid of kinase activity despite its ability to bind ATP with high affinity and is not phosphorylated at the T loop. In addition, this mutant binds a diverse collection of inhibitors with comparable binding affinities to WT IKK-2. Another interesting mutant we have characterized is F26A IKK-2 (F26 is an aromatic residue located at the very tip of the Gly-rich loop). Pre-incubation of F26A IKK-2 with PHA-408 revealed the role of F26 in the time-dependent binding of this inhibitor. Thus, functional characterization of these mutants provides the first evidence showing the role of a Gly-rich loop residue of a kinase in binding kinetics. These two mutants along with others that we have identified could be used to validate homology models and probe the interactions of IKK-2 with a variety of inhibitors.


Asunto(s)
Quinasa I-kappa B/metabolismo , Animales , Células Cultivadas , Simulación por Computador , Descubrimiento de Drogas/métodos , Humanos , Quinasa I-kappa B/biosíntesis , Quinasa I-kappa B/química , Quinasa I-kappa B/genética , Indazoles/química , Indazoles/metabolismo , Ácidos Isonicotínicos/química , Ácidos Isonicotínicos/metabolismo , Cinética , Modelos Moleculares , Mutagénesis Sitio-Dirigida , Mutación , Fosforilación , Unión Proteica , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Spodoptera , Homología Estructural de Proteína
17.
Chem Biodivers ; 6(11): 1837-44, 2009 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-19937825

RESUMEN

A large variety of log P calculation methods failed to produce sufficient accuracy in log P prediction for two in-house datasets of more than 96000 compounds contrary to their significantly better performances on public datasets. The minimum Root Mean Squared Error (RMSE) of 1.02 and 0.65 were calculated for the Pfizer and Nycomed datasets, respectively, in the 'out-of-box' implementation. Importantly, the use of local corrections (LC) implemented in the ALOGPS program based on experimental in-house log P data significantly reduced the RMSE to 0.59 and 0.48 for the Pfizer and Nycomed datasets, respectively, instantly without retraining the model. Moreover, more than 60% of molecules predicted with the highest confidence in each set had a mean absolute error (MAE) less than 0.33 log units that is only ca. 10% higher than the estimated variation in experimental log P measurements for the Pfizer dataset. Therefore, following this retrospective analysis, we suggest that the use of the predicted log P values with high confidence may eliminate the need of experimentally testing every other compound. This strategy could reduce the cost of measurements for pharmaceutical companies by a factor of 2, increase the confidence in prediction at the analog design stage of drug discovery programs, and could be extended to other ADMET properties.


Asunto(s)
Predicción/métodos , Preparaciones Farmacéuticas/química , Algoritmos , Simulación por Computador , Bases de Datos Factuales , Lípidos/química , Redes Neurales de la Computación , Reproducibilidad de los Resultados , Programas Informáticos , Solubilidad
19.
Bioorg Med Chem Lett ; 19(16): 4878-81, 2009 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-19616945

RESUMEN

Identification of potent benzothiophene inhibitors of mitogen activated protein kinase-activated protein kinase 2 (MK2), structure-activity relationship (SAR) studies, selectivity assessments against CDK2, cellular potency and mechanism of action are presented. Crystallographic data provide a rationale for the observed MK2 potency as well as selectivity over CDK2 for this class of inhibitors.


Asunto(s)
MAP Quinasa Quinasa 2/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/química , Tiofenos/química , Sitios de Unión , Línea Celular Tumoral , Cristalografía por Rayos X , Quinasa 2 Dependiente de la Ciclina/antagonistas & inhibidores , Quinasa 2 Dependiente de la Ciclina/metabolismo , Humanos , MAP Quinasa Quinasa 2/metabolismo , Inhibidores de Proteínas Quinasas/síntesis química , Inhibidores de Proteínas Quinasas/farmacología , Relación Estructura-Actividad , Tiofenos/síntesis química , Tiofenos/farmacología
20.
J Chem Inf Model ; 49(3): 634-46, 2009 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-19231813

RESUMEN

Theoretical quantifications of hydrogen bonding (HB) basicities and acidities, originally developed for aliphatic systems (J. Chem. Inf. Comput. Sci. 2004, 44, 1042-1055), are now extended to cover aromatic, heterocyclic, anionic, cationic and zwitter-ionic molecular fragments, thus encompassing a majority of druggable chemical space. The addition of terms accounting for cavity formation, polarity, hydrophobicity, and resonance allowed us to derive a new equation able to predict accurately free energies of solvation of diverse solutes, interphase transfers, and aqueous solubilities (log S(w)). We thus provide a "universal solvation equation" (USE) available for the accurate estimation of desolvation energies in protein-ligand docking, for the prediction of many physical and ADMET properties, and for studying fluid phase equilibria.


Asunto(s)
Enlace de Hidrógeno , Concentración de Iones de Hidrógeno , Solventes/química , Cationes
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