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1.
Bioorg Med Chem Lett ; 23(13): 3690-6, 2013 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-23721803

RESUMO

Mutations in PARK8/LRRK2 are the most common genetic cause of Parkinson's disease. Inhibition of LRRK2 kinase activity has neuroprotective benefits, and provides a means of addressing the underlying biochemical cause of Parkinson's disease for the first time. Initial attempts to develop LRRK2 inhibitors were largely unsuccessful and highlight shortcomings intrinsic to traditional, high throughput screening methods of lead discovery. Recently, amino-pyrimidine GNE-7915 was reported as a potent (IC50=9 nM) selective (1/187 kinases), brain-penetrant and non-toxic inhibitor of LRRK2. The use of in silico modelling, extensive in vitro assays and resource-efficient in vivo techniques to produce GNE-7915, reflects a trend towards the concerted optimisation of potency, selectivity and pharmacokinetic properties in early-stage drug development.


Assuntos
Fármacos do Sistema Nervoso Central/farmacologia , Sistema Nervoso Central/efeitos dos fármacos , Morfolinas/farmacologia , Inibidores de Proteínas Quinases/farmacologia , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Pirimidinas/farmacologia , Sistema Nervoso Central/enzimologia , Fármacos do Sistema Nervoso Central/química , Relação Dose-Resposta a Droga , Descoberta de Drogas , Ensaios de Triagem em Larga Escala , Humanos , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina , Estrutura Molecular , Morfolinas/química , Inibidores de Proteínas Quinases/química , Proteínas Serina-Treonina Quinases/metabolismo , Pirimidinas/química , Relação Estrutura-Atividade
2.
Bioorg Med Chem ; 21(3): 766-78, 2013 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-23265844

RESUMO

Twenty three dual PPARα and γ molecules of natural product origin, previously reported by our group, were further investigated for pan PPAR transactivation against PPARδ. The in vitro cell toxicity profile, as well as, in silico study of the most active molecules within this new class of pan PPAR agonists are also described. 3',5' Dimethoxy-7 hydroxyisoflavone 6, Ψ-baptigenin 7, 4' fluoro-7 hydroxyisoflavone 8, and 3' methoxy-7 hydroxyisoflavone 9 were identified as the most potent molecules studied within the set compared to the commercially available pan PPAR agonist, bezafibrate 1. These novel active molecules may thus be useful as future leads in PPAR-related disorders, including type II diabetes mellitus and metabolic syndrome.


Assuntos
Descoberta de Drogas , Isoflavonas/farmacologia , Receptores Ativados por Proliferador de Peroxissomo/agonistas , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Relação Dose-Resposta a Droga , Células HEK293 , Humanos , Isoflavonas/síntese química , Isoflavonas/química , Modelos Moleculares , Estrutura Molecular , Relação Estrutura-Atividade
3.
Bioorg Med Chem Lett ; 22(19): 6053-8, 2012 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-22959245

RESUMO

A library of N-substituted 4-azahexacyclo[5.4.1.0(2,6).0(3,10).0(5,9).0(8,11)]dodecan-3-ols (AHDs) was synthesized and subjected to competition binding assays at σ(1) and σ(2) receptors, as well as off-target screening of representative members at 44 other common central nervous system (CNS) receptors, transporters, and ion channels. Excluding 3 low affinity analogs, 31 ligands demonstrated nanomolar K(i) values for either σ receptor subtype. Several selective σ(1) and σ(2) ligands were discovered, with selectivities of up to 29.6 times for σ(1) and 52.4 times for σ(2), as well as several high affinity, subtype non-selective ligands. The diversity of structures and σ(1) affinities of the ligands allowed the generation of a σ(1) receptor pharmacophore that will enable the rational design of increasingly selective and potent σ(1) ligands for probing σ(1) receptor function.


Assuntos
Hidrocarbonetos Aromáticos com Pontes/farmacologia , Receptores sigma/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia , Hidrocarbonetos Aromáticos com Pontes/síntese química , Hidrocarbonetos Aromáticos com Pontes/química , Ligantes , Modelos Moleculares , Estrutura Molecular , Bibliotecas de Moléculas Pequenas/síntese química , Bibliotecas de Moléculas Pequenas/química , Relação Estrutura-Atividade , Receptor Sigma-1
4.
Bioorg Med Chem Lett ; 22(17): 5493-7, 2012 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-22850210

RESUMO

Imidazolidine and 1,4-diazepane analogs of N-(2-benzofuranyl)methyl-N'-(4-alkoxybenzyl)piperazines were prepared to explore the effect of ring contraction and expansion on σ receptor affinity and subtype selectivity within a series of cyclic diamines. In vitro receptor binding assays revealed that all cyclic vicinal diamines possessed affinity and selectivity for σ(1) receptors. The imidazolidines possessed nanomolar σ(1) affinities (K(i)=6.45-53.5 nM), and relatively low levels of subtype selectivity (σ(2)/σ(1)=58-237). However, the piperazines and diazepanes achieved picomolar σ(1) interactions, with K(i) ranges of 0.05-10.28 and 0.10-0.194 nM, respectively. Moreover, the piperazines and diazepanes showed excellent discrimination over the σ(2) receptor, with σ(1) selectivities of 143-16140 and 220-11542, respectively.


Assuntos
Diaminas/química , Diaminas/farmacologia , Receptores sigma/metabolismo , Animais , Azepinas/química , Azepinas/farmacologia , Cobaias , Humanos , Imidazolinas/química , Imidazolinas/farmacologia , Piperazinas/química , Piperazinas/farmacologia , Ratos , Relação Estrutura-Atividade
5.
Bioorg Med Chem Lett ; 22(7): 2380-4, 2012 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-22410083

RESUMO

A series of ligands based on SEN12333, containing either contracted or elongated alkyl chains, were synthesized and evaluated in molecular docking studies against a homology model of the α7 nicotinic acetylcholine receptor (nAChR) subtype. The predicted binding of all ligands was highly similar, with the exception of the analog containing a 5 methylene unit spacer. However, in vitro competition binding assays revealed that the ligands possessed dissimilar binding affinities, with a K(i) range of more than an order of magnitude (K(i)=0.50 to >10 µM), and only SEN12333 itself exhibited functional activity at the α7 nAChR.


Assuntos
Morfolinas/síntese química , Agonistas Nicotínicos/síntese química , Piridinas/síntese química , Sítios de Ligação , Simulação por Computador , Humanos , Cinética , Ligantes , Modelos Moleculares , Morfolinas/metabolismo , Agonistas Nicotínicos/metabolismo , Ligação Proteica , Piridinas/metabolismo , Receptores Nicotínicos/química , Receptores Nicotínicos/metabolismo , Receptor Nicotínico de Acetilcolina alfa7
6.
Bioorg Med Chem Lett ; 21(6): 1593-7, 2011 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-21353544

RESUMO

Novel 2,4-diaminoquinazoline derivatives originating from a virtual screening approach were designed, synthesized and their biological activities as heat shock protein 90 (Hsp90) inhibitors were evaluated. The prepared compounds exhibited significant anti-proliferative activities against DU-145, HT-29, HCT-116, A375P and MCF-7 cancer cell lines. The selected compounds were tested against Her2, a client protein of Hsp90, and showed significant reduction in Her2 protein expression. Compound 6b was found the most potent, reduced Her2 protein expression levels and induced Hsp70 protein expression levels significantly.


Assuntos
Proteínas de Choque Térmico HSP90/antagonistas & inibidores , Quinazolinas/síntese química , Quinazolinas/farmacologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Humanos , Quinazolinas/química
7.
Bioorg Med Chem ; 19(5): 1714-20, 2011 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-21306907

RESUMO

Structure based drug design (SBDD) was used to discover heat shock protein 90 (HSP90) inhibitors useful in the treatment of cancer. By using the crystal structure of HSP90-ligand complex (1uyi), a docking model was prepared and was validated by external dataset containing known HSP90 inhibitors. This validated model was then used to virtually screen commercial databases, selected hits of which were bought and sent for real biological evaluation. Further as an alternative method, pharmacophores were generated using crystal structure conformations of ligands in HSP90 complexes (1uyi and 2bz5) and where used for virtual screening. Both cases yielded several hits containing novel scaffolds, particularly compound KHSP8 showed an IC(50) value of 0.902 µM in case of colon cancer (HT29), which is comparable to doxorubicin (0.828 µM). These compounds were being now used as leads for constructing small molecular libraries to get compounds with favourable pharmacokinetics and drug like properties.


Assuntos
Antineoplásicos/síntese química , Antineoplásicos/farmacologia , Desenho de Fármacos , Proteínas de Choque Térmico HSP90/antagonistas & inibidores , Modelos Moleculares , Antineoplásicos/química , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Neoplasias do Colo/patologia , Humanos , Concentração Inibidora 50 , Estrutura Molecular
8.
Bioorg Med Chem ; 17(7): 2759-66, 2009 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-19285872

RESUMO

Control of NF-kappaB release through the inhibition of IKKbeta has been identified as a potential target for the treatment of inflammatory and autoimmune diseases. We have employed structure based virtual screening scheme to identify lead like molecule from ChemDiv database. Homology models of IKKbeta enzyme were developed based on the crystal structures of four kinases. The efficiency of the homology model has been validated at different levels. Docking of known inhibitors library revealed the possible binding mode of inhibitors. Besides, the docking sequence analyses results indicate the responsibility of Glu172 in selectivity. Structure based virtual screening of ChemDiv database has yielded 277 hits. Top scoring 75 compounds were selected and purchased for the IKKbeta enzyme inhibition test. From the combined approach of virtual screening followed by biological screening, we have identified six novel compounds that can work against IKKbeta, in which 1 compound had highest inhibition rate 82.09% at 10 microM and IC(50) 1.76 microM and 5 compounds had 25.35-48.80% inhibition.


Assuntos
Quinase I-kappa B/antagonistas & inibidores , Modelos Moleculares , Inibidores de Proteínas Quinases/química , Trifosfato de Adenosina/química , Algoritmos , Sequência de Aminoácidos , Domínio Catalítico , Simulação por Computador , Desenho Assistido por Computador , Bases de Dados Factuais , Avaliação Pré-Clínica de Medicamentos , Quinase I-kappa B/metabolismo , Dados de Sequência Molecular , Homologia Estrutural de Proteína , Relação Estrutura-Atividade , Termodinâmica
9.
Eur J Med Chem ; 95: 29-34, 2015 May 05.
Artigo em Inglês | MEDLINE | ID: mdl-25791676

RESUMO

LRRK2IN1 is a highly potent inhibitor of leucine-rich repeat kinase 2 (LRRK2, IC50 = 7.9 nM), an established target for treatment of Parkinson's disease. Two LRRK2IN1 analogues 1 and 2 were synthesised which retained LRRK2 inhibitory activity (1: IC50 = 72 nM; 2: IC50 = 51 nM), were predicted to have improved bioavailability and were efficacious in cell-based models of neuroinflammation. Analogue 1 inhibited IL-6 secretion from LPS-stimulated primary human microglia with EC50 = 4.26 µM. In order to further optimize the molecular properties of LRRK2IN1, a library of truncated analogues was designed based on docking studies. Despite lacking LRRK2 inhibitory activity, these compounds show anti-neuroinflammatory efficacy at micromolar concentration. The compounds developed were valuable tools in establishing a cell-based assay for assessing anti-neuroinflammatory efficacy of LRRK2 inhibitors. Herein, we present data that IL-1ß stimulated U87 glioma cell line is a reliable model for neuroinflammation, as data obtained in this model were consistent with results obtained using primary human microglia and astrocytes.


Assuntos
Anti-Inflamatórios/farmacologia , Benzodiazepinonas/farmacologia , Glioma/tratamento farmacológico , Inflamação/tratamento farmacológico , Microglia/efeitos dos fármacos , Inibidores de Proteínas Quinases/farmacologia , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Pirimidinas/farmacologia , Anti-Inflamatórios/química , Benzodiazepinonas/química , Células Cultivadas , Glioma/enzimologia , Glioma/patologia , Humanos , Inflamação/enzimologia , Inflamação/patologia , Interleucina-1beta/farmacologia , Interleucina-6/metabolismo , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina , Microglia/citologia , Microglia/enzimologia , Modelos Biológicos , Pirimidinas/química
10.
Chem Biol Drug Des ; 81(2): 167-74, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23066996

RESUMO

Core peptide is a hydrophobic peptide, the sequence of which is derived from the T-cell antigen receptor alpha-chain transmembrane region. Previous studies have shown that core peptide can inhibit T-cell-mediated immune responses both in vitro and in vivo. Here, we report the role each constituent amino acid plays within core peptide using an alanine scan and the amino acid effect on function using a biological antigen presentation assay. The biophysical behaviour of these analogues in model membranes was analysed using surface plasmon resonance studies and then binding correlated with T-cell function. Removal of any single hydrophobic amino acid between the two charged amino acids in core peptide (R, K) resulted in lower binding. Changing the overall net charge of core peptide, by removing either of the positively charged residues (R or K), had varying effects on peptide binding and IL-2 production. There was a direct correlation (ρ = 0.718) between peptide binding to model membranes and peptide ability to inhibit IL-2. Except for IL-2 inhibition, production of other T-cell cytokines such as GM-CSF, IFN-γ, IL-1α, IL-4, IL-5, IL-6, IL-10, IL-17 and T-cell antigen receptor alpha-chain was not detected using a fluorescent bead immunoassay. This study provides important structure-function relationships essential for further drug design.


Assuntos
Alanina/química , Imunossupressores/química , Oligopeptídeos/química , Fragmentos de Peptídeos/química , Receptores de Antígenos de Linfócitos T alfa-beta/química , Sequência de Aminoácidos , Animais , Apresentação de Antígeno , Interações Hidrofóbicas e Hidrofílicas , Imunossupressores/farmacologia , Interleucina-2/antagonistas & inibidores , Interleucina-2/biossíntese , Membranas Artificiais , Camundongos , Dados de Sequência Molecular , Oligopeptídeos/farmacologia , Fragmentos de Peptídeos/farmacologia , Estrutura Secundária de Proteína , Receptores de Antígenos de Linfócitos T alfa-beta/metabolismo , Relação Estrutura-Atividade , Ressonância de Plasmônio de Superfície , Linfócitos T/efeitos dos fármacos , Linfócitos T/imunologia , Linfócitos T/metabolismo
11.
J Chem Inf Model ; 48(1): 197-206, 2008 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18044950

RESUMO

Serotonin 5-HT6 receptor antagonists are thought to play an important role in the treatment of psychiatry, Alzheimer's disease, and probably obesity. To find novel and potent 5-HT6 antagonists and to provide a new idea for drug design, we used a ligand-based pharmacophore to perform the virtual screening of a commercially available database. A three-dimensional common feature pharmacophore model was developed by using the HipHop program provided in Catalyst software and was used as a query for screening the database. A recursive partitioning (RP) model which can separate active and inactive compounds was used as a filtering system. Finally a sequential virtual screening procedure (SQSP) was conducted, wherein both the common feature pharmacophore and the RP model were used in succession to improve the results. Some of the hits were selected based on druglikeness, ADME properties, structural diversity, and synthetic accessibility for real biological evaluation. The best hit compound showed a significant IC50 value of 9.6 nM and can be used as a lead for further drug development.


Assuntos
Modelos Químicos , Receptores de Serotonina/metabolismo , Inteligência Artificial , Bases de Dados Factuais , Desenho de Fármacos , Ligantes , Software
12.
Bioorg Med Chem ; 15(2): 1091-105, 2007 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-17074493

RESUMO

Virtual screening of the commercial databases was done by using a three dimensional pharmacophore previously developed for T-type calcium channel blockers using CATALYSTtrade mark program. Biological evaluation of 25 selected virtual hits resulted in the discovery of a highly potent compound VH04 with IC(50) value of 0.10 microM, eight times as potent as the known selective T-type calcium channel blocker, mibefradil. Search for similar compounds yielded several hits with micro-molar IC(50) values and high T-type calcium channel selectivity. Based on the structure of the virtual hits, small molecule libraries with novel scaffolds were designed, synthesis and biological evaluation of which are currently in progress. This result shows a successful example of ligand based drug discovery of potent T-type calcium channel blockers.


Assuntos
Bloqueadores dos Canais de Cálcio/síntese química , Bloqueadores dos Canais de Cálcio/farmacologia , Canais de Cálcio Tipo T/efeitos dos fármacos , Animais , Canais de Cálcio Tipo N/efeitos dos fármacos , Canais de Cálcio Tipo N/genética , Canais de Cálcio Tipo T/genética , Catálise , Linhagem Celular , Simulação por Computador , Bases de Dados Factuais , Eletrofisiologia , Humanos , Mibefradil/farmacologia , Modelos Moleculares , Oócitos/metabolismo , Técnicas de Patch-Clamp , RNA Complementar/biossíntese , RNA Complementar/genética , Xenopus
13.
Bioorg Med Chem ; 15(3): 1409-19, 2007 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-17150365

RESUMO

A series of compounds were designed as T-type calcium channel blocker containing 6 or 5 pharmacophore features from structure-based virtual screening. To optimize the suggested structure, over 130 derivatives were synthesized and their inhibitory activities on T-type calcium channel were assayed using in vitro screening system with alpha1(G) and alpha1(H) clones. For the compounds with higher activities in FDSS assay system, the efficacy was measured by patch-clamp method. Among the library with 5 features, alkaneamide derivatives (7b, 9j, 11b, 11g, 11h) with 4-arylsubstituted piperazine showed better IC(50) values than Mibefradil.


Assuntos
Alcanos/química , Amidas/farmacologia , Bloqueadores dos Canais de Cálcio/farmacologia , Canais de Cálcio Tipo T/efeitos dos fármacos , Mibefradil/farmacologia , Amidas/síntese química , Amidas/química , Animais , Cálcio/metabolismo , Bloqueadores dos Canais de Cálcio/síntese química , Bloqueadores dos Canais de Cálcio/química , Células Cultivadas/efeitos dos fármacos , Desenho de Fármacos , Concentração Inibidora 50 , Rim/efeitos dos fármacos , Mibefradil/síntese química , Mibefradil/química , Modelos Químicos , Estrutura Molecular , Oócitos/efeitos dos fármacos , Piperazinas/química , Estereoisomerismo , Relação Estrutura-Atividade , Xenopus laevis
14.
J Mol Model ; 13(5): 543-58, 2007 May.
Artigo em Inglês | MEDLINE | ID: mdl-17333308

RESUMO

Comparative quantitative structure-activity relationship (QSAR) analyses of peptide deformylase (PDF) inhibitors were performed with a series of previously published (British Biotech Pharmaceuticals, Oxford, UK) reverse hydroxamate derivatives having antibacterial activity against Escherichia coli PDF, using 2D and 3D QSAR methods, comparative molecular field analysis (CoMFA), comparative molecular similarity indices analysis (CoMSIA), and hologram QSAR (HQSAR). Statistically reliable models with good predictive power were generated from all three methods (CoMFA r (2) = 0.957, q (2) = 0.569; CoMSIA r (2) = 0.924, q (2) = 0.520; HQSAR r (2) = 0.860, q (2) = 0.578). The predictive capability of these models was validated by a set of compounds that were not included in the training set. The models based on CoMFA and CoMSIA gave satisfactory predictive r (2) values of 0.687 and 0.505, respectively. The model derived from the HQSAR method showed a low predictability of 0.178 for the test set. In this study, 3D prediction models showed better predictive power than 2D models for the test set. This might be because 3D information is more important in the case of datasets containing compounds with similar skeletons. Superimposition of CoMFA contour maps in the active site of the PDF crystal structure showed a meaningful correlation between receptor-ligand binding and biological activity. The final QSAR models, along with information gathered from 3D contour and 2D contribution maps, could be useful for the design of novel active inhibitors of PDF.


Assuntos
Amidoidrolases/antagonistas & inibidores , Inibidores Enzimáticos/química , Proteínas de Escherichia coli/antagonistas & inibidores , Escherichia coli/enzimologia , Relação Quantitativa Estrutura-Atividade , Antibacterianos/síntese química , Antibacterianos/farmacologia , Desenho de Fármacos , Farmacorresistência Bacteriana , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/farmacologia , Escherichia coli/efeitos dos fármacos , Escherichia coli/crescimento & desenvolvimento , Proteínas de Escherichia coli/biossíntese , Modelos Químicos
15.
Bioorg Med Chem Lett ; 17(2): 476-81, 2007 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-17092715

RESUMO

A small molecule library of 1,3-dioxoisoindoline-5-carboxamides 4 was designed based on the pharmacophore model, synthesized and biologically evaluated as potential T-type calcium channel blockers. The most active compounds 4d and 4n show T-type calcium channel blocking activity with IC50 values of 0.93 and 0.96 microM, respectively.


Assuntos
Amidas/química , Amidas/farmacologia , Bloqueadores dos Canais de Cálcio/síntese química , Bloqueadores dos Canais de Cálcio/farmacologia , Canais de Cálcio Tipo T/efeitos dos fármacos , Indóis/química , Indóis/farmacologia , Linhagem Celular , Cristalografia por Raios X , Relação Dose-Resposta a Droga , Desenho de Fármacos , Humanos , Indicadores e Reagentes , Potenciais da Membrana/efeitos dos fármacos , Mibefradil/farmacologia , Modelos Moleculares , Técnicas de Patch-Clamp
16.
Bioorg Med Chem Lett ; 16(19): 5244-8, 2006 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-16876404

RESUMO

Morpholin-2-one-5-carboxamide derivatives were prepared by using the one-pot Ugi multicomponent reaction and evaluated for blocking effects on T- and N-type Ca(2+) channels. Among them, compound 5i produced the highest potency (IC(50)=0.45+/-0.02 microM), while compounds 5d, 5f, 5k, 5n, 5o, and 6m produced relatively high potency as well as selectivity on T-type Ca(2+) channels. These novel scaffolds showed potent and selective T-type Ca(2+) channel blocking activities.


Assuntos
Bloqueadores dos Canais de Cálcio/síntese química , Canais de Cálcio Tipo T/efeitos dos fármacos , Morfolinas/síntese química , Morfolinas/farmacologia , Animais , Bloqueadores dos Canais de Cálcio/farmacologia , Canais de Cálcio Tipo N/efeitos dos fármacos , Linhagem Celular , Humanos , Concentração Inibidora 50 , Oócitos , Relação Estrutura-Atividade , Xenopus
17.
Bioorg Med Chem ; 13(10): 3339-49, 2005 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-15848746

RESUMO

Classical Volsurf approach was applied to a set of 70 carbapenem compounds acting as antibiotics. Antibacterial activity of Staphylococcus aureus SG 511 and Escherichia coli 078 representing Gram positive and Gram negative bacteria, respectively, was used for the analysis. The score plots obtained from principal component analysis showed clustering of compounds according to the activity and their loading plots explained the Volsurf descriptors responsible for the separation or peculiar behaviour of these compounds. Partial Least Square analysis yielded a seven component model for S. aureus with a cross-validated r2 (q2) value of 0.684 and conventional r2 value of 0.883 and for E. coli it is a six component model with cross-validated r2 (q2) value of 0.514 and conventional r2 value of 0.756. Both the PCA and PLS models were validated by an external test set of 15 compounds. All the compounds of the test set were fairly predicted with residual values less than one log unit. Comparatively activity data of S. aureus (Gram positive) was better explained than E. coli (Gram negative) by these models.


Assuntos
Antibacterianos/química , Antibacterianos/farmacologia , Carbapenêmicos/química , Carbapenêmicos/farmacologia , Escherichia coli/efeitos dos fármacos , Staphylococcus aureus/efeitos dos fármacos , Testes de Sensibilidade Microbiana , Modelos Moleculares , Relação Quantitativa Estrutura-Atividade
18.
Bioorg Med Chem ; 12(15): 3977-85, 2004 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-15246074

RESUMO

Comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) three-dimensional quantitative structure-activity relationship (3D-QSAR) studies were conducted on a series of N(1)-arylsulfonylindole compounds as 5-HT(6) antagonists. Evaluation of 20 compounds served to establish the models. The lowest energy conformer of compound 1 obtained from random search was used as template for alignment. The best predictions were obtained with CoMFA standard model (q2 = 0.643, r2 = 0.939 ) and with CoMSIA combined steric, electrostatic, hydrophobic, and hydrogen bond acceptor fields (q2 = 0.584, r2 = 0.902 ). Both the models were validated by an external test set of eight compounds giving satisfactory predictive r2 values of 0.604 and 0.654, respectively. The information obtained from CoMFA and CoMSIA 3D contour maps can be used for further design of specific 5-HT(6) antagonists.


Assuntos
Indóis/química , Indóis/farmacologia , Modelos Moleculares , Relação Quantitativa Estrutura-Atividade , Receptores de Serotonina/efeitos dos fármacos , Antagonistas da Serotonina/química , Antagonistas da Serotonina/farmacologia , Estrutura Molecular
19.
Bioorg Med Chem ; 12(14): 3815-24, 2004 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-15210148

RESUMO

Predictive hologram quantitative structure activity relationship (HQSAR) models were developed for a series of arylsulfonamide compounds acting as specific 5-HT6 antagonists. A training set containing 48 compounds served to establish the model. The best HQSAR model was generated using atoms, bond, and connectivity as fragment distinction and 4-7 as fragment size showing cross-validated r2(q2) value of 0.702 and conventional r2 value of 0.971. The predictive ability of the model was validated by an external test set of 20 compounds giving satisfactory predictive r2 value of 0.678. The efficiency of HQSAR approach was further evidenced by the generation of predictive models for a training set containing 30 highly diverse, both specific and nonspecific 5-HT6 antagonists. The best HQSAR model for this training set was generated using atoms, bond, and connectivity as fragment distinction and 4-7 as fragment size showing cross-validated r2(q2) value of 0.693 and conventional r2 value of 0.923. This model was also validated by using an external test set of 10 compounds giving satisfactory predictive r2 value of 0.692. The contribution maps obtained from these models were used to explain the individual atomic contributions to the overall activity.


Assuntos
Receptores de Serotonina/efeitos dos fármacos , Antagonistas da Serotonina/química , Antagonistas da Serotonina/farmacologia , Modelos Moleculares , Relação Quantitativa Estrutura-Atividade
20.
Bioorg Med Chem ; 12(7): 1605-11, 2004 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-15028253

RESUMO

A three-dimensional pharmacophore model was developed for T-type calcium channel blockers in order to map common structural features of highly active compounds by using CATALYST program. In the absence of three dimensional structure based information like binding mode and unavailability of more number of specific T-type calcium channel blockers, this hypothesis which consists of three hydrophobic regions, one hydrogen bond acceptor and one positive ionizable regions will act as a valuable tool in designing new ligands. Further more after the withdrawal of mibefradil, the first marketed T-type calcium channel blocker, due to the drug-drug interactions, there is an urgent need for more work in this interest.


Assuntos
Bloqueadores dos Canais de Cálcio/química , Canais de Cálcio Tipo T/efeitos dos fármacos , Desenho de Fármacos , Bloqueadores dos Canais de Cálcio/síntese química , Bloqueadores dos Canais de Cálcio/farmacologia , Divisão Celular/efeitos dos fármacos , Linhagem Celular , Interações Medicamentosas , Humanos , Ligação de Hidrogênio , Interações Hidrofóbicas e Hidrofílicas , Ligantes , Modelos Químicos , Modelos Moleculares , Estrutura Molecular , Relação Estrutura-Atividade
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