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1.
Bioorg Med Chem ; 25(14): 3649-3657, 2017 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-28528082

RESUMO

A potent, in vivo efficacious 11ß hydroxysteroid dehydrogenase type 1 (11ß HSD1) inhibitor (11j) has been identified. Compound 11j inhibited 11ß HSD1 activity in human adipocytes with an IC50 of 4.3nM and in primary human adipose tissue with an IC80 of 53nM. Oral administration of 11j to cynomolgus monkey inhibited 11ß HSD1 activity in adipose tissue. Compound 11j exhibited >1000× selectivity over other hydroxysteroid dehydrogenases, displays desirable pharmacodynamic properties and entered human clinical trials in 2011.


Assuntos
11-beta-Hidroxiesteroide Desidrogenase Tipo 1/antagonistas & inibidores , Oxazinas/química , Piridonas/química , 11-beta-Hidroxiesteroide Desidrogenase Tipo 1/metabolismo , Tecido Adiposo/citologia , Tecido Adiposo/metabolismo , Administração Oral , Animais , Sítios de Ligação , Células Cultivadas , Sistema Enzimático do Citocromo P-450/metabolismo , Avaliação Pré-Clínica de Medicamentos , Meia-Vida , Concentração Inibidora 50 , Macaca fascicularis , Simulação de Acoplamento Molecular , Oxazinas/administração & dosagem , Oxazinas/farmacocinética , Estrutura Terciária de Proteína , Piridonas/administração & dosagem , Piridonas/farmacocinética , Ratos , Relação Estrutura-Atividade
2.
Sci Rep ; 14(1): 12734, 2024 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-38830969

RESUMO

The early screening of depression is highly beneficial for patients to obtain better diagnosis and treatment. While the effectiveness of utilizing voice data for depression detection has been demonstrated, the issue of insufficient dataset size remains unresolved. Therefore, we propose an artificial intelligence method to effectively identify depression. The wav2vec 2.0 voice-based pre-training model was used as a feature extractor to automatically extract high-quality voice features from raw audio. Additionally, a small fine-tuning network was used as a classification model to output depression classification results. Subsequently, the proposed model was fine-tuned on the DAIC-WOZ dataset and achieved excellent classification results. Notably, the model demonstrated outstanding performance in binary classification, attaining an accuracy of 0.9649 and an RMSE of 0.1875 on the test set. Similarly, impressive results were obtained in multi-classification, with an accuracy of 0.9481 and an RMSE of 0.3810. The wav2vec 2.0 model was first used for depression recognition and showed strong generalization ability. The method is simple, practical, and applicable, which can assist doctors in the early screening of depression.


Assuntos
Depressão , Voz , Humanos , Depressão/diagnóstico , Masculino , Feminino , Inteligência Artificial , Adulto
3.
Bioorg Med Chem Lett ; 21(16): 4836-43, 2011 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-21741239

RESUMO

Structure-based design led to the discovery of a novel class of renin inhibitors in which an unprecedented phenyl ring filling the S1 site is attached to the phenyl ring filling the S3 pocket. Optimization for several parameters including potency in the presence of human plasma, selectivity against CYP3A4 inhibition and improved rat oral bioavailability led to the identification of 8d which demonstrated antihypertensive efficacy in a transgenic rat model of human hypertension.


Assuntos
Anti-Hipertensivos/farmacologia , Inibidores Enzimáticos/farmacologia , Éteres Fenílicos/farmacologia , Renina/antagonistas & inibidores , Animais , Anti-Hipertensivos/síntese química , Anti-Hipertensivos/química , Disponibilidade Biológica , Cristalografia por Raios X , Citocromo P-450 CYP3A/sangue , Inibidores do Citocromo P-450 CYP3A , Modelos Animais de Doenças , Relação Dose-Resposta a Droga , Descoberta de Drogas , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Humanos , Hipertensão/tratamento farmacológico , Modelos Moleculares , Conformação Molecular , Éteres Fenílicos/síntese química , Éteres Fenílicos/química , Ratos , Ratos Transgênicos , Proteínas Recombinantes/antagonistas & inibidores , Proteínas Recombinantes/isolamento & purificação , Estereoisomerismo , Relação Estrutura-Atividade
5.
Bioorg Med Chem Lett ; 20(2): 694-9, 2010 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-19959358

RESUMO

Structure-guided drug design led to new alkylamine renin inhibitors with improved in vitro and in vivo potency. Lead compound 21a, has an IC(50) of 0.83nM for the inhibition of human renin in plasma (PRA). Oral administration of 21a at 10mg/kg resulted in >20h reduction of blood pressure in a double transgenic rat model of hypertension.


Assuntos
Aminas/química , Carbamatos/química , Inibidores Enzimáticos/química , Piperidinas/química , Renina/antagonistas & inibidores , Administração Oral , Aminas/síntese química , Aminas/farmacocinética , Animais , Sítios de Ligação , Pressão Sanguínea/efeitos dos fármacos , Carbamatos/síntese química , Carbamatos/farmacocinética , Cristalografia por Raios X , Desenho de Fármacos , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/farmacocinética , Haplorrinos , Humanos , Piperidinas/síntese química , Piperidinas/farmacocinética , Ratos , Ratos Transgênicos , Renina/sangue , Renina/metabolismo , Relação Estrutura-Atividade
8.
J Biochem ; 142(6): 671-80, 2007 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-17942478

RESUMO

Inhibition of renin has been shown to be successful in managing hypertension and maintaining cardiac health. Canine models have played a key role in preclinical assessment of renin inhibitors. Here we report the cloning of canine prorenin gene. The amino acid sequence of mature canine renin was approximately 70% identical to that of human renin. The full-length prorenin was expressed in HEK 293 cells, purified and converted to its active form by trypsin-mediated cleavage of the 43 residue propeptide. The mature enzyme was characterized by steady-state kinetics using a peptide corresponding to the canine angiotensinogen sequence, Ac-Asp-Arg-Val-Tyr-Ile-His-Pro-Phe-His-Leu-Leu-Val-Tyr-Ser-OH (cleavage between Leu(10)-Leu(11)). The reaction followed Michaelis-Menten kinetics with a K(M) of 120 microM and a second-order rate constant (k(cat)/K(M)) of 1.7 x 10(5) M(-)(1)s(-)(1). The enzyme was inhibited by various human renin inhibitors, but at reduced potency compared to the human renin. The basis of the species specificity was investigated by mutagenesis. Based on primary sequence and structural alignments, three mutants were prepared (G149S-S150T, V286L, G149S-S150T-V286L). Each mutant yielded catalytically active enzymes with lower specific activities than native canine renin. V286L had the greatest effect on substrate specificity, while G149S, S150T mutations produced enzymes with inhibitor profiles similar to human renin.


Assuntos
Renina/genética , Renina/metabolismo , Sequência de Aminoácidos , Animais , Linhagem Celular , Clonagem Molecular , Cães , Inibidores Enzimáticos/farmacologia , Precursores Enzimáticos/isolamento & purificação , Precursores Enzimáticos/metabolismo , Humanos , Concentração de Íons de Hidrogênio , Cinética , Dados de Sequência Molecular , Mutagênese Sítio-Dirigida , Renina/química , Homologia de Sequência de Aminoácidos
9.
Org Lett ; 4(22): 3843-5, 2002 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-12599473

RESUMO

[formula: see text] Simple dialkyl malonate esters, for example diethyl malonate, exhibit relatively limited scope as carbon nucleophiles in the Mitsunobu dehydrative alkylation reaction. In contrast, bis(2,2,2-trifluoroethyl) malonate readily undergoes dehydrative alkylation with primary alcohols, and using only a slight excess of malonate gives monoalkylated product in good yield. Some secondary alcohols can also be employed, and bis(2,2,2-trifluoroethyl) malonates can be used in a second dehydrative alkylation to give dialkylated products in good to excellent yield.


Assuntos
Malonatos/síntese química , Alquilação , Flúor
10.
ACS Med Chem Lett ; 2(10): 747-51, 2011 Oct 13.
Artigo em Inglês | MEDLINE | ID: mdl-24900262

RESUMO

Structure guided optimization of a series of nonpeptidic alkyl amine renin inhibitors allowed the rational incorporation of additional polar functionality. Replacement of the cyclohexylmethyl group occupying the S1 pocket with a (R)-(tetrahydropyran-3-yl)methyl group and utilization of a different attachment point led to the identification of clinical candidate 9. This compound demonstrated excellent selectivity over related and unrelated off-targets, >15% oral bioavailability in three species, oral efficacy in a double transgenic rat model of hypertension, and good exposure in humans.

11.
J Med Chem ; 54(17): 6050-62, 2011 Sep 08.
Artigo em Inglês | MEDLINE | ID: mdl-21786805

RESUMO

Structure based design led directly to 1,3-oxazinan-2-one 9a with an IC(50) of 42 nM against 11ß-HSD1 in vitro. Optimization of 9a for improved in vitro enzymatic and cellular potency afforded 25f with IC(50) values of 0.8 nM for the enzyme and 2.5 nM in adipocytes. In addition, 25f has 94% oral bioavailability in rat and >1000× selectivity over 11ß-HSD2. In mice, 25f was distributed to the target tissues, liver, and adipose, and in cynomolgus monkeys a 10 mg/kg oral dose reduced cortisol production by 85% following a cortisone challenge.


Assuntos
11-beta-Hidroxiesteroide Desidrogenase Tipo 1/antagonistas & inibidores , Adipócitos/efeitos dos fármacos , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/farmacologia , Oxazinas/química , Adipócitos/citologia , Adipócitos/enzimologia , Administração Oral , Animais , Células CHO , Células Cultivadas , Cortisona/farmacologia , Cricetinae , Cricetulus , Inibidores Enzimáticos/farmacocinética , Humanos , Macaca fascicularis , Camundongos , Ratos , Proteínas Recombinantes/antagonistas & inibidores , Proteínas Recombinantes/metabolismo , Relação Estrutura-Atividade , Distribuição Tecidual
13.
Proc Natl Acad Sci U S A ; 102(11): 4120-5, 2005 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-15738389

RESUMO

Knockout studies have shown that the transcription factor Nrf1 is essential for embryonic development. Nrf1 has been implicated to play a role in mediating activation of oxidative stress response genes through the antioxidant response element (ARE). Because of embryonic lethality in knockout mice, analysis of this function in the adult knockout mouse was not possible. We report here that mice with somatic inactivation of nrf1 in the liver developed hepatic cancer. Before cancer development, mutant livers exhibited steatosis, apoptosis, necrosis, inflammation, and fibrosis. In addition, hepatocytes lacking Nrf1 showed oxidative stress, and gene expression analysis showed decreased expression of various ARE-containing genes, and up-regulation of CYP4A genes. These results suggest that reactive oxygen species generated from CYP4A-mediated fatty acid oxidation work synergistically with diminished expression of ARE-responsive genes to cause oxidative stress in mutant hepatocytes. Thus, Nrf1 has a protective function against oxidative stress and, potentially, a function in lipid homeostasis in the liver. Because the phenotype is similar to nonalcoholic steatohepatitis, these animals may prove useful as a model for investigating molecular mechanisms of nonalcoholic steatohepatitis and liver cancer.


Assuntos
Proteínas de Ligação a DNA/metabolismo , Hepatite/metabolismo , Neoplasias Hepáticas/metabolismo , Fígado/metabolismo , Transativadores/metabolismo , Animais , Antioxidantes/metabolismo , Proteínas de Ligação a DNA/genética , Ácidos Graxos/metabolismo , Hepatite/genética , Neoplasias Hepáticas/etiologia , Neoplasias Hepáticas/genética , Camundongos , Camundongos Knockout , Microssomos Hepáticos/metabolismo , Fator 1 Nuclear Respiratório , Fatores Nucleares Respiratórios , Oxirredução , Espécies Reativas de Oxigênio/metabolismo , Elementos de Resposta/fisiologia , Transativadores/genética
14.
J Org Chem ; 67(9): 3072-8, 2002 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-11975569

RESUMO

Control of the conformational equilibria of 1,5-diaza-cis-decalins, a new class of chiral diamine ligands, has been investigated. Chiral 2,6- and 3,7-substituted derivatives of 1,5-diaza-cis-decalins were designed to stabilize the conformational form needed to chelate a lithium. These derivatives were synthesized in optically pure form starting from 1,5-diaza-cis-decalin. Due to the rigid and conformationally well-defined nature of these compounds, the potential of these compounds as chiral diamine ligands was investigated. Asymmetric lithiation-substitution reactions of N-Boc-pyrrolidine and N,N-diisopropyl-o-ethylbenzamide were performed using these ligands and up to 60% ee was obtained. For the latter substrate, results spanning a range from 32% ee (R) to 60% ee (S) were obtained (Delta ee = 92%) with 1,5-diaza-cis-decalin ligands differing only in the location of two methyl substituents. Unlike many other diamines that have been employed in asymmetric lithiation-substitution reactions, the limited conformational flexibility of the 1,5-diaza-cis-decalins is analogous to (-)-sparteine such that these results may permit the construction of structure-activity relationships.


Assuntos
Compostos Aza/química , Compostos Heterocíclicos com 2 Anéis/química , Piperidinas/química , Catálise , Ligantes , Lítio/química , Espectroscopia de Ressonância Magnética , Modelos Químicos , Conformação Molecular , Estrutura Molecular , Pirrolidinas/química , Esparteína/química , Estereoisomerismo , Relação Estrutura-Atividade
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