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1.
Bioorg Med Chem Lett ; 23(13): 3709-12, 2013 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-23727045

RESUMO

The design, synthesis, and in vitro evaluation of the first macrocyclic inhibitor of 3C and 3C-like proteases of picornavirus, norovirus, and coronavirus are reported. The in vitro inhibitory activity (50% effective concentration) of the macrocyclic inhibitor toward enterovirus 3C protease (CVB3 Nancy strain), and coronavirus (SARS-CoV) and norovirus 3C-like proteases, was determined to be 1.8, 15.5 and 5.1 µM, respectively.


Assuntos
Coronavirus/enzimologia , Compostos Macrocíclicos/farmacologia , Norovirus/enzimologia , Peptídeo Hidrolases/metabolismo , Picornaviridae/enzimologia , Inibidores de Proteases/farmacologia , Relação Dose-Resposta a Droga , Desenho de Fármacos , Compostos Macrocíclicos/síntese química , Compostos Macrocíclicos/química , Modelos Moleculares , Conformação Molecular , Inibidores de Proteases/síntese química , Inibidores de Proteases/química , Relação Estrutura-Atividade
3.
Bioorg Med Chem ; 21(1): 102-13, 2013 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-23211969

RESUMO

1,2-Benzisothiazol-3(2H)-ones and 1,3,4-oxadiazoles individually have recently attracted considerable interest in drug discovery, including as antibacterial and antifungal agents. In this study, a series of functionalized 1,2-benzisothiazol-3(2H)-one-1,3,4-oxadiazole hybrid derivatives were synthesized and subsequently screened against Dengue and West Nile virus proteases. Ten out of twenty-four compounds showed greater than 50% inhibition against DENV2 and WNV proteases ([I] = 10 µM). The IC(50) values of compound 7n against DENV2 and WNV NS2B/NS3 were found to be 3.75 ± 0.06 and 4.22 ± 0.07 µM, respectively. The kinetics data support a competitive mode of inhibition by compound 7n. Molecular modeling studies were performed to delineate the putative binding mode of this series of compounds. This study reveals that the hybrid series arising from the linking of the two scaffolds provides a suitable platform for conducting a hit-to-lead optimization campaign via iterative structure-activity relationship studies, in vitro screening and X-ray crystallography.


Assuntos
Antivirais/química , Vírus da Dengue/enzimologia , Oxidiazóis/química , Peptídeo Hidrolases/metabolismo , Inibidores de Proteases/química , Triazóis/química , Vírus do Nilo Ocidental/enzimologia , Animais , Antivirais/farmacologia , Dengue/tratamento farmacológico , Vírus da Dengue/efeitos dos fármacos , Desenho de Fármacos , Humanos , Modelos Moleculares , Oxidiazóis/farmacologia , Inibidores de Proteases/farmacologia , Triazóis/farmacologia , Febre do Nilo Ocidental/tratamento farmacológico , Vírus do Nilo Ocidental/efeitos dos fármacos
4.
BioTech (Basel) ; 12(4)2023 Oct 30.
Artigo em Inglês | MEDLINE | ID: mdl-37987478

RESUMO

(1) Background: The COVID-19 pandemic left many intriguing mysteries. Retrospective vulnerability trends tie as strongly to odd demographics as to exposure profiles, genetics, health, or prior medical history. This article documents the importance of nasal microbiome profiles in distinguishing infection rate trends among differentially affected subgroups. (2) Hypothesis: From a detailed literature survey, microbiome profiling experiments, bioinformatics, and molecular simulations, we propose that specific commensal bacterial species in the Pseudomonadales genus confer protection against SARS-CoV-2 infections by expressing proteases that may interfere with the proteolytic priming of the Spike protein. (3) Evidence: Various reports have found elevated Moraxella fractions in the nasal microbiomes of subpopulations with higher resistance to COVID-19 (e.g., adolescents, COVID-19-resistant children, people with strong dietary diversity, and omnivorous canines) and less abundant ones in vulnerable subsets (the elderly, people with narrower diets, carnivorous cats and foxes), along with bioinformatic evidence that Moraxella bacteria express proteases with notable homology to human TMPRSS2. Simulations suggest that these proteases may proteolyze the SARS-CoV-2 spike protein in a manner that interferes with TMPRSS2 priming.

5.
BioTech (Basel) ; 12(4)2023 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-37987479

RESUMO

(1) Objective: Systemic lupus erythematosus (SLE) is a complex disease involving immune dysregulation, episodic flares, and poor quality of life (QOL). For a decentralized digital study of SLE patients, machine learning was used to assess patient-reported outcomes (PROs), QOL, and biometric data for predicting possible disease flares. (2) Methods: Participants were recruited from the LupusCorner online community. Adults self-reporting an SLE diagnosis were consented and given a mobile application to record patient profile (PP), PRO, and QOL metrics, and enlisted participants received smartwatches for digital biometric monitoring. The resulting data were profiled using feature selection and classification algorithms. (3) Results: 550 participants completed digital surveys, 144 (26%) agreed to wear smartwatches, and medical records (MRs) were obtained for 68. Mining of PP, PRO, QOL, and biometric data yielded a 26-feature model for classifying participants according to MR-identified disease flare risk. ROC curves significantly distinguished true from false positives (ten-fold cross-validation: p < 0.00023; five-fold: p < 0.00022). A 25-feature Bayesian model enabled time-variant prediction of participant-reported possible flares (P(true) > 0.85, p < 0.001; P(nonflare) > 0.83, p < 0.0001). (4) Conclusions: Regular profiling of patient well-being and biometric activity may support proactive screening for circumstances warranting clinical assessment.

6.
Chem Res Toxicol ; 25(2): 337-47, 2012 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-22141352

RESUMO

Inhibitors of histone acetyltransferases (HATs) are perceived to treat diseases like cancer, neurodegeneration, and AIDS. On the basis of previous studies, we hypothesized that Cys(1438) in the substrate binding site could be targeted by Δ(12)-prostaglandin J(2) (Δ(12)-PGJ(2)), a cyclopentenone prostaglandin (CyPG) derived from PGD(2). We demonstrate here the ability of CyPGs to inhibit p300 HAT-dependent acetylation of histone H3. A cell-based assay system clearly showed that the α,ß-unsaturation in the cyclopentenone ring of Δ(12)-PGJ(2) was crucial for the inhibitory activity, while the 9,10-dihydro-15-deoxy-Δ(12,14)-PGJ(2), which lacks the electrophilic carbon (at carbon 9), was ineffective. Molecular docking studies suggested that Δ(12)-PGJ(2) places the electrophilic carbon in the cyclopentenone ring well within the vicinity of Cys(1438) of p300 to form a covalent Michael adduct. Site-directed mutagenesis of the p300 HAT domain, peptide competition assay involving p300 wild type and mutant peptides, followed by mass spectrometric analysis confirmed the covalent interaction of Δ(12)-PGJ(2) with Cys(1438). Using biotinylated derivatives of Δ(12)-PGJ(2) and 9,10-dihydro-15-deoxy-Δ(12,14)-PGJ(2), we demonstrate the covalent interaction of Δ(12)-PGJ(2) with the p300 HAT domain, but not the latter. In agreement with the in vitro filter binding assay, CyPGs were also found to inhibit H3 histone acetylation in cell-based assays. In addition, Δ(12)-PGJ(2) also inhibited the acetylation of the HIV-1 Tat by recombinant p300 in in vitro assays. This study demonstrates, for the first time, that Δ(12)-PGJ(2) inhibits p300 through Michael addition, where α,ß-unsaturated carbonyl function is absolutely required for the inhibitory activity.


Assuntos
Cisteína/metabolismo , Histona Acetiltransferases/antagonistas & inibidores , Peptídeos/antagonistas & inibidores , Prostaglandina D2/farmacologia , Animais , Sítios de Ligação , Linhagem Celular , Linhagem Celular Tumoral , Hepatócitos/efeitos dos fármacos , Hepatócitos/metabolismo , Histona Acetiltransferases/metabolismo , Humanos , Macrófagos/efeitos dos fármacos , Macrófagos/metabolismo , Camundongos , Modelos Moleculares , Peptídeos/metabolismo , Produtos do Gene tat do Vírus da Imunodeficiência Humana/metabolismo
7.
Bioorg Med Chem Lett ; 22(14): 4820-6, 2012 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-22698498

RESUMO

A series of structurally-diverse α-ketoamides and α-ketoheterocycles was synthesized and subsequently investigated for inhibitory activity against norovirus 3CL protease in vitro, as well as anti-norovirus activity in a cell-based replicon system. The synthesized compounds were found to inhibit norovirus 3CL protease in vitro and to also exhibit potent anti-norovirus activity in a cell-based replicon system.


Assuntos
Amidas/química , Cisteína Endopeptidases/química , Compostos Heterocíclicos/química , Norovirus/enzimologia , Peptídeos/química , Inibidores de Proteases/química , Amidas/farmacologia , Cisteína Endopeptidases/farmacologia , Compostos Heterocíclicos/farmacologia , Modelos Moleculares , Estrutura Molecular , Norovirus/efeitos dos fármacos , Inibidores de Proteases/farmacologia , Relação Estrutura-Atividade
8.
Bioorg Med Chem ; 20(3): 1213-21, 2012 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-22249124

RESUMO

Two click chemistry-derived focused libraries based on the benz[d]isothiazol-3(2H)-one scaffold were synthesized and screened against Dengue virus and West Nile virus NS2B-NS3 proteases. Several compounds (4l, 7j-n) displayed noteworthy inhibitory activity toward Dengue virus NS2B-NS3 protease in the absence and presence of added detergent. These compounds could potentially serve as a launching pad for a hit-to-lead optimization campaign.


Assuntos
Antivirais/química , Antivirais/farmacologia , Vírus da Dengue/enzimologia , Peptídeo Hidrolases/metabolismo , Inibidores de Proteases/química , Inibidores de Proteases/farmacologia , Vírus do Nilo Ocidental/enzimologia , Química Click , Dengue/tratamento farmacológico , Dengue/enzimologia , Vírus da Dengue/efeitos dos fármacos , Humanos , Modelos Moleculares , Tiazóis/química , Tiazóis/farmacologia , Febre do Nilo Ocidental/tratamento farmacológico , Febre do Nilo Ocidental/enzimologia , Vírus do Nilo Ocidental/efeitos dos fármacos
9.
Bioorg Med Chem ; 20(13): 4140-8, 2012 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-22632792

RESUMO

Dengue and West Nile viruses (WNV) are mosquito-borne members of flaviviruses that cause significant morbidity and mortality. There is no approved vaccine or antiviral drugs for human use to date. In this study, a series of functionalized meta and para aminobenzamide derivatives were synthesized and subsequently screened in vitro against Dengue virus and West Nile virus proteases. Four active compounds were identified which showed comparable activity toward the two proteases and shared in common a meta or para(phenoxy)phenyl group. The inhibition constants (K(i)) for the most potent compound 7n against Dengue and West Nile virus proteases were 8.77 and 5.55 µM, respectively. The kinetics data support a competitive mode of inhibition of both proteases by compound 7n. This conclusion is further supported by molecular modeling. This study reveals a new chemical scaffold which is amenable to further optimization to yield potent inhibitors of the viral proteases via the combined utilization of iterative medicinal chemistry/structure-activity relationship studies and in vitro screening.


Assuntos
Antivirais/química , Benzamidas/química , Vírus da Dengue/enzimologia , Peptídeo Hidrolases/química , Inibidores de Proteases/química , Vírus do Nilo Ocidental/enzimologia , Antivirais/síntese química , Antivirais/farmacologia , Sítios de Ligação , Domínio Catalítico , Simulação por Computador , Vírus da Dengue/efeitos dos fármacos , Cinética , Peptídeo Hidrolases/metabolismo , Compostos de Fenilureia/síntese química , Compostos de Fenilureia/química , Compostos de Fenilureia/farmacologia , Inibidores de Proteases/síntese química , Inibidores de Proteases/farmacologia , Relação Estrutura-Atividade , Triazóis/síntese química , Triazóis/química , Triazóis/farmacologia , Vírus do Nilo Ocidental/efeitos dos fármacos
10.
Beilstein J Org Chem ; 8: 1293-302, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23019462

RESUMO

The efficient synthesis of an 80-member library of unique benzoxathiazocine 1,1-dioxides by a microwave-assisted, intermolecular nucleophilic aromatic substitution (S(N)Ar) diversification pathway is reported. Eight benzofused sultam cores were generated by means of a sulfonylation/S(N)Ar/Mitsunobu reaction pairing protocol, and subsequently diversified by intermolecular S(N)Ar with ten chiral, non-racemic amine/amino alcohol building blocks. Computational analyses were employed to explore and evaluate the chemical diversity of the library.

11.
Antibiotics (Basel) ; 12(1)2022 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-36671276

RESUMO

Tuberculosis (TB) is considered the oldest pandemic in human history. The emergence of multidrug-resistant (MDR) strains is currently considered a serious global health problem. As components of the innate immune response, antimicrobial peptides (AMPs) such as cathelicidins have been proposed to have efficacious antimicrobial activity against Mycobacterium tuberculosis (Mtb). In this work, we assessed a cathelicidin from water buffalo, Bubalus bubalis, (WBCATH), determining in vitro its antitubercular activity (MIC), cytotoxicity and the peptide effect on bacillary loads and cytokines production in infected alveolar macrophages. Our results showed that WBCATH has microbicidal activity against drug-sensitive and MDR Mtb, induces structural mycobacterial damage demonstrated by electron microscopy, improves Mtb killing and induces the production of protective cytokines by murine macrophages. Furthermore, in vivo WBCATH showed decreased bacterial loads in a model of progressive pulmonary TB in BALB/c mice infected with drug-sensitive or MDR mycobacteria. In addition, a synergistic therapeutic effect was observed when first-line antibiotics were administered with WBCATH. These results were supported by computational modeling of the potential effects of WBCATH on the cellular membrane of Mtb. Thus, this water buffalo-derived cathelicidin could be a promising adjuvant therapy for current anti-TB drugs by enhancing a protective immune response and potentially reducing antibiotic treatment duration.

12.
BMC Bioinformatics ; 12 Suppl 5: S1, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21988927

RESUMO

BACKGROUND: Despite intense investment growth and technology development, there is an observed bottleneck in drug discovery and development over the past decade. NIH started the Molecular Libraries Initiative (MLI) in 2003 to enlarge the pool for potential drug targets, especially from the "undruggable" part of human genome, and potential drug candidates from much broader types of drug-like small molecules. All results are being made publicly available in a web portal called PubChem. RESULTS: In this paper we construct a network from bioassay data in PubChem, apply network biology concepts to characterize this bioassay network, integrate information from multiple biological databases (e.g. DrugBank, OMIM, and UniHI), and systematically analyze the potential of bioassay targets being new drug targets in the context of complex biological networks. We propose a model to quantitatively prioritize this druggability of bioassay targets, and literature evidence was found to confirm our prioritization of bioassay targets at a roughly 70% accuracy. CONCLUSIONS: Our analysis provide some measures of the value of the MLI data as a resource for both basic chemical biology research and future therapeutic discovery.


Assuntos
Bases de Dados Factuais , Descoberta de Drogas , Animais , Bioensaio , Tratamento Farmacológico , Humanos , Internet , Camundongos , Camundongos Knockout , Proteínas/metabolismo
13.
Mol Pharmacol ; 80(1): 87-96, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21498658

RESUMO

2',3'-O-(N-Methylanthraniloyl)-ITP (MANT-ITP) is the most potent inhibitor of mammalian membranous adenylyl cyclase (mAC) 5 (AC5, K(i), 1 nM) yet discovered and surpasses the potency of MANT-GTP by 55-fold (J Pharmacol Exp Ther 329:1156-1165, 2009). AC5 inhibitors may be valuable drugs for treatment of heart failure. The aim of this study was to elucidate the structural basis for the high-affinity inhibition of mAC by MANT-ITP. MANT-ITP was a considerably more potent inhibitor of the purified catalytic domains VC1 and IIC2 of mAC than MANT-GTP (K(i), 0.7 versus 18 nM). Moreover, there was considerably more efficient fluorescence resonance energy transfer between Trp1020 of IIC2 and the MANT group of MANT-ITP compared with MANT-GTP, indicating optimal interaction of the MANT group of MANT-ITP with the hydrophobic pocket. The crystal structure of MANT-ITP in complex with the G(s)α- and forskolin-activated catalytic domains VC1:IIC2 compared with the existing MANT-GTP crystal structure revealed only subtle differences in binding mode. The higher affinity of MANT-ITP to mAC compared with MANT-GTP is probably due to fewer stereochemical constraints upon the nucleotide base in the purine binding pocket, allowing a stronger interaction with the hydrophobic regions of IIC2 domain, as assessed by fluorescence spectroscopy. Stronger interaction is also achieved in the phosphate-binding site. The triphosphate group of MANT-ITP exhibits better metal coordination than the triphosphate group of MANT-GTP, as confirmed by molecular dynamics simulations. Collectively, the subtle differences in ligand structure have profound effects on affinity for mAC.


Assuntos
Inibidores de Adenilil Ciclases , Inibidores Enzimáticos/farmacologia , Inosina Trifosfato/análogos & derivados , Adenilil Ciclases/química , Adenilil Ciclases/metabolismo , Animais , Inibidores Enzimáticos/química , Inosina Trifosfato/química , Inosina Trifosfato/farmacologia , Mamíferos , Modelos Moleculares , Simulação de Dinâmica Molecular , Conformação Proteica , Espectrometria de Fluorescência , Relação Estrutura-Atividade
14.
J Biol Chem ; 285(33): 25782-91, 2010 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-20538584

RESUMO

Histamine dehydrogenase (HADH) isolated from Nocardioides simplex catalyzes the oxidative deamination of histamine to imidazole acetaldehyde. HADH is highly specific for histamine, and we are interested in understanding the recognition mode of histamine in its active site. We describe the first crystal structure of a recombinant form of HADH (HADH) to 2.7-A resolution. HADH is a homodimer, where each 76-kDa subunit contains an iron-sulfur cluster ([4Fe-4S](2+)) and a 6-S-cysteinyl flavin mononucleotide (6-S-Cys-FMN) as redox cofactors. The overall structure of HADH is very similar to that of trimethylamine dehydrogenase (TMADH) from Methylotrophus methylophilus (bacterium W3A1). However, some distinct differences between the structure of HADH and TMADH have been found. Tyr(60), Trp(264), and Trp(355) provide the framework for the "aromatic bowl" that serves as a trimethylamine-binding site in TMADH is comprised of Gln(65), Trp(267), and Asp(358), respectively, in HADH. The surface Tyr(442) that is essential in transferring electrons to electron-transfer flavoprotein (ETF) in TMADH is not conserved in HADH. We use this structure to propose the binding mode for histamine in the active site of HADH through molecular modeling and to compare the interactions to those observed for other histamine-binding proteins whose structures are known.


Assuntos
Nocardiaceae/enzimologia , Oxirredutases atuantes sobre Doadores de Grupo CH-NH/química , Cristalografia por Raios X , Estrutura Molecular , Oxirredutases atuantes sobre Doadores de Grupo CH-NH/genética , Oxirredutases atuantes sobre Doadores de Grupo CH-NH/metabolismo , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína
15.
Am J Med Genet A ; 155A(7): 1654-60, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21626679

RESUMO

The human 3q29 microdeletion syndrome is associated with mild facial dysmorphism, developmental delay and variable congenital malformations. We report three new unrelated patients with this syndrome. We also performed in silico RNA binding analysis in silico on the 3q29 critical region genes. Several genes within this genomic region including DLG1 and RNF168 are predicted to bind RNA. While recessive mutations in RNF168 cause RIDDLE syndrome, an immune deficiency and radiosensitivity disorder, the potential impact of heterozygous deletion of RNF168 on patients with the 3q29 deletion syndrome is still unknown.


Assuntos
Deleção Cromossômica , Cromossomos Humanos Par 3/genética , RNA/metabolismo , Adolescente , Adulto , Criança , Hibridização Genômica Comparativa , Feminino , Humanos , Masculino , Fenótipo , Síndrome , Adulto Jovem
16.
Bioorg Med Chem Lett ; 21(18): 5315-9, 2011 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-21802286

RESUMO

The first series of peptidyl aldehyde inhibitors that incorporate in their structure a glutamine surrogate has been designed and synthesized based on the known substrate specificity of Norwalk virus 3C protease. The inhibitory activity of the compounds with the protease and with a norovirus cell-based replicon system was investigated. Members of this class of compounds exhibited noteworthy activity both in vitro and in a cell-based replicon system.


Assuntos
Cisteína Proteases/metabolismo , Inibidores de Cisteína Proteinase/síntese química , Inibidores de Cisteína Proteinase/farmacologia , Desenho de Fármacos , Vírus Norwalk/enzimologia , Técnicas de Química Sintética , Cristalografia por Raios X , Inibidores de Cisteína Proteinase/química , Relação Dose-Resposta a Droga , Modelos Moleculares , Conformação Molecular , Estereoisomerismo , Relação Estrutura-Atividade
17.
J Chem Inf Model ; 51(6): 1205-15, 2011 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-21568288

RESUMO

The NIH Molecular Libraries Initiative (MLI), launched in 2004 with initial goals of identifying chemical probes for characterizing gene function and druggability, has produced PubChem, a chemical genomics knowledgebase for fostering translation of basic research into new therapeutic strategies. This paper assesses progress toward these goals by evaluating MLI target novelty and propensity for undergoing biochemically or therapeutically relevant modulations and the degree of chemical diversity and biogenic bias inherent in the MLI screening set. Our analyses suggest that while MLI target selection has not yet been fully optimized for biochemical diversity, it covers biologically interesting pathway space that complements established drug targets. We find the MLI screening set to be chemically diverse and to have greater biogenic bias than comparable collections of commercially available compounds. Biogenic enhancements such as incorporation of more metabolite-like chemotypes are suggested.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/farmacologia , Humanos , Mapeamento de Interação de Proteínas , Bibliotecas de Moléculas Pequenas/metabolismo
18.
Animals (Basel) ; 11(12)2021 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-34944364

RESUMO

Feline chronic gingivostomatitis (FCGS) is a severe immune-mediated inflammatory disease with concurrent oral dysbiosis (bacterial and fungal). Broad-spectrum antibiotics are used empirically in FCGS. Still, neither the occurrence of antimicrobial-resistant (AMR) bacteria nor potential patterns of co-occurrence between AMR genes and fungi have been documented in FCGS. This study explored the differential occurrence of AMR genes and the co-occurrence of AMR genes with oral fungal species. Briefly, 14 clinically healthy (CH) cats and 14 cats with FCGS were included. Using a sterile swab, oral tissue surfaces were sampled and submitted for 16S rRNA and ITS-2 next-generation DNA sequencing. Microbial DNA was analyzed using a proprietary curated database targeting AMR genes found in bacterial pathogens. The co-occurrence of AMR genes and fungi was tested using point biserial correlation. A total of 21 and 23 different AMR genes were detected in CH and FCGS cats, respectively. A comparison of AMR-gene frequencies between groups revealed statistically significant differences in the occurrence of genes conferring resistance to aminoglycosides (ant4Ib), beta-lactam (mecA), and macrolides (mphD and mphC). Two AMR genes (mecA and mphD) showed statistically significant co-occurrence with Malassezia restricta. In conclusion, resistance to clinically relevant antibiotics, such as beta-lactams and macrolides, is a significant cause for concern in the context of both feline and human medicine.

19.
BMC Bioinformatics ; 11 Suppl 3: S8, 2010 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-20438655

RESUMO

BACKGROUND: Similarity search in chemical structure databases is an important problem with many applications in chemical genomics, drug design, and efficient chemical probe screening among others. It is widely believed that structure based methods provide an efficient way to do the query. Recently various graph kernel functions have been designed to capture the intrinsic similarity of graphs. Though successful in constructing accurate predictive and classification models, graph kernel functions can not be applied to large chemical compound database due to the high computational complexity and the difficulties in indexing similarity search for large databases. RESULTS: To bridge graph kernel function and similarity search in chemical databases, we applied a novel kernel-based similarity measurement, developed in our team, to measure similarity of graph represented chemicals. In our method, we utilize a hash table to support new graph kernel function definition, efficient storage and fast search. We have applied our method, named G-hash, to large chemical databases. Our results show that the G-hash method achieves state-of-the-art performance for k-nearest neighbor (k-NN) classification. Moreover, the similarity measurement and the index structure is scalable to large chemical databases with smaller indexing size, and faster query processing time as compared to state-of-the-art indexing methods such as Daylight fingerprints, C-tree and GraphGrep. CONCLUSIONS: Efficient similarity query processing method for large chemical databases is challenging since we need to balance running time efficiency and similarity search accuracy. Our previous similarity search method, G-hash, provides a new way to perform similarity search in chemical databases. Experimental study validates the utility of G-hash in chemical databases.


Assuntos
Algoritmos , Biologia Computacional/métodos , Bases de Dados Factuais , Compostos Orgânicos/química , Reconhecimento Automatizado de Padrão/métodos , Software
20.
Mol Pharm ; 7(4): 1301-10, 2010 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-20557111

RESUMO

There is much recent interest in the application of copper-free click chemistry to study a wide range of biological events in vivo and in vitro. Specifically, azide-conjugated fluorescent probes can be used to identify targets which have been modified with bioorthogonal reactive groups. For intracellular applications of this chemistry, the structural and physicochemical properties of the fluorescent azide become increasingly important. Ideal fluorophores should extensively accumulate within cells, have even intracellular distribution, and be free (unbound), allowing them to efficiently participate in bimolecular reactions. We report here on the synthesis and evaluation of a set of structurally diverse fluorescent probes to examine their potential usefulness in intracellular click reactions. Total cellular uptake and intracellular distribution profiles were comparatively assessed using both quantitative and qualitative approaches. The intracellular diffusion coefficients were measured using a fluorescence recovery after photobleaching (FRAP)-based method. Many reactive fluorophores exhibited suboptimal properties for intracellular reactions. BODIPY- and TAMRA-based azides had superior cellular accumulation, whereas TAMRA-based probes had the most uniform intracellular distribution and best cytosolic diffusivity. Collectively, these results provide an unbiased comparative evaluation regarding the suitability of azide-linked fluorophores for intracellular click reactions.


Assuntos
Corantes Fluorescentes/química , Corantes Fluorescentes/metabolismo , Azidas/química , Linhagem Celular , Recuperação de Fluorescência Após Fotodegradação , Corantes Fluorescentes/síntese química , Humanos , Microscopia de Fluorescência , Estrutura Molecular , Rodaminas/química
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