الملخص
ABSTRACT Fluoroquinolones are a known antibacterial class commonly used around the world. These compounds present relative stability and they may show some adverse effects according their distinct chemical structures. The chemical hydrolysis of five fluoroquinolones was studied using alkaline and photolytic degradation aiming to observe the differences in molecular reactivity. DFT/B3LYP-6.31G* was used to assist with understanding the chemical structure degradation. Gemifloxacin underwent degradation in alkaline medium. Gemifloxacin and danofloxacin showed more degradation perceptual indices in comparison with ciprofloxacin, enrofloxacin and norfloxacin in photolytic conditions. Some structural features were observed which may influence degradation, such as the presence of five member rings attached to the quinolone ring and the electrostatic positive charges, showed in maps of potential electrostatic charges. These measurements may be used in the design of effective and more stable fluoroquinolones as well as the investigation of degradation products from stress stability assays.
الموضوعات
Computer Simulation/statistics & numerical data , Fluoroquinolones/analysis , Fluoroquinolones/adverse effects , Ultraviolet Rays/adverse effects , Molecular Structure , Chromatography, Liquid/methods , Quinolones/analysis , Quinolones/chemistryالملخص
The pharmaceutical industry is increasingly joining chemoinformatics in the search for the development of new drugs to be used in the treatment of diseases. These computational studies have the advantage of being less expensive and optimize the study time, and thus the interest in this area is increasing. Among the techniques used is the development of multitarget directed ligands (MTDLs), which has become an ascending technique, mainly due to the improvement in the quality of treatment involving several drugs. Multitarget therapy is more effective than traditional drug therapy that emphasizes maximum selectivity for a single target. In this review a multitarget drug survey was carried out as a promising strategy in several important diseases: neglected diseases, neurodegenerative diseases, AIDS, and cancer. In addition, we discuss Computer-Aided Drug Design (CADD) techniques as a tool in the projection of multitarget compounds against these diseases.
الموضوعات
Computer Simulation/statistics & numerical data , Drug Design , Software Design , Disease/classification , Reference Drugsالملخص
Abstract In the study presented here, a new series of 2-furyl(4-{4-[(substituted)sulfonyl]benzyl}-1-piperazinyl)methanone derivatives was targeted. The synthesis was initiated by the treatment of different secondary amines (1a-h) with 4-bromomethylbenzenesulfonyl chloride (2) to obtain various 1-{[4-(bromomethyl)phenyl]sulfonyl}amines (3a-h). 2-Furyl(1-piperazinyl)methanone (2-furoyl-1-piperazine; 4) was then dissolved in acetonitrile, with the addition of K2CO3, and the mixture was refluxed for activation. This activated molecule was further treated with equi-molar amounts of 3a-h to form targeted 2-furyl(4-{4-[(substituted)sulfonyl]benzyl}-1-piperazinyl)methanone derivatives (5a-h) in the same reaction set up. The structure confirmation of all the synthesized compounds was carried out by EI-MS, IR and 1H-NMR spectral analysis. The compounds showed good enzyme inhibitory activity. Compound 5h showed excellent inhibitory effect against acetyl- and butyrylcholinesterase with respective IC50 values of 2.91±0.001 and 4.35±0.004 µM, compared to eserine, a reference standard with IC50 values of 0.04±0.0001 and 0.85±0.001 µM, respectively, against these enzymes. All synthesized molecules were active against almost all Gram-positive and Gram-negative bacterial strains tested. The cytotoxicity of the molecules was also checked to determine their utility as possible therapeutic agents.
الموضوعات
Computer Simulation/statistics & numerical data , Anti-Infective Agents/analysis , Piperazines/analysis , Complement Hemolytic Activity Assay , Cholinesterases/pharmacologyالملخص
ABSTRACT In-silico study was performed to find the pharmacodynamics, toxicity profiles and biological activities of three phytochemicals isolated from Limoniastrum feei (Plumbagenaceae). Online pharmacokinetic tools were used to estimate the potential of Quercetin, kaempferol-3-O-ß-D-glucopyranoside (astragalin) and quercitin-7-O-ß-D-glucopyranoside as specific drugs. Then the prediction of potential targets of these compounds were investigated using PharmMapper. Auto-Dock 4.0 software was used to investigate the different interactions of these compounds with the targets predicted earlier. The permeability of quercetin was found within the range stated by Lipinski ׳s rule of five. Hematopoietic prostaglandin (PG) D synthase (HPGDS), farnesyl diphosphate synthetase (FPPS) and the deoxycytidine kinase (DCK) were potential targets for quercetin, astragalin and quercetin 7, respectively. Quercetin showed antiallergic and anti-inflammatory activity, while astragalin and quercetin 7 were predicted to have anticancer activities. The activity of Astragalin appeared to be mediated by FPPS inhibition. The inhibition of DCK was predicted as the anticancer mechanisms of quercetin 7. The compounds showed interesting interactions and satisfactory binding energies when docked into their targets. These compounds are proposed to have activities against a variety of human aliments such as allergy, tumors, muscular dystrophy, and diabetic cataracts.
الموضوعات
Plants, Medicinal/metabolism , Computer Simulation/statistics & numerical data , Plumbaginaceae/classification , Quercetin/analysis , Biological Factors , Pharmacologic Actionsالملخص
ABSTRACT The receptor protein PfATP6 has been identified as the common target of artemisinin and curcumin. The work was initiated to assess the antimalarial activity of six curcumin derivatives based on their binding affinities and correlating the in silico docking outcome with in vitro antimalarial screening results. A ligand library of thirty two Knoevenagel condensates of curcumin were designed and docked against PfATP6 protein and six compounds with the best binding scores were synthesized and screened for their antimalarial activity against the sensitive 3D7 strain of Plasmodium falciparum. ADME/Tox, pharmacokinetic and pharmacodynamic profiles of the designed compounds were analyzed and reported. 4-FB was found to have similar binding energy to the standard artemisinin (-6.75 and -6.73 respectively) while 4-MB, 3-HB, 2-HB, B, 4-NB displayed better binding energy than curcumin (-5.95, -5.89, -5.68, -5.35, -5.29 and -5.25 respectively). At a dose of 50 µg/mL all the six compounds showed 100% schizont inhibition while at 5µg/ml, five showed more than 75% inhibition and better results than curcumin. 4-FB showed the best activity with 97.8% schizonticidal activity. The in vitro results superimpose the results obtained from the in silico study thereby encouraging development of promising curcumin leads in the battle against malaria.
الموضوعات
Curcumin/analysis , Malaria/prevention & control , Antimalarials/analysis , Computer Simulation/statistics & numerical dataالملخص
A esquistossomose é um grave problema de saúde pública, com alta mortalidade e morbidade em países endêmicos, causada pelo verme trematódeo do gênero Schistosoma. O praziquantel é a única droga disponível para tratamento da doença, é usada em larga escala para tratamento de populações de áreas endêmicas, porém não previne a reinfecção e tem efeito somente em vermes adultos. Drogas estudadas em câncer como inibidores de histona deacetilases (iHDACs) modificam o padrão epigenético da célula desencadeando a morte celular, e em Schistosoma mansoni já foi mostrado que a inibição de HDACs além de aumentar a acetilação de histonas alterou o fenótipo de miracídios e provocou morte em esquistossômulos e vermes adultos. O presente estudo investigou o efeito do iHDAC Trichostatin A (TSA) na regulação da transcrição gênica em esquistossômulos, detectando por meio de ensaios de microarray centenas de genes diferencialmente expressos, relacionados a replicação de DNA, metabolismo e complexos modificadores de histonas. A inibição de HDAC em vermes adultos levou a um aumento da acetilação nas marcas de histonas H3K9ac, H3K14ac e H4K5ac relacionadas à indução de transcrição. Com imunoprecipitação de cromatina seguida de PCR (ChIP-qPCR) detectou-se o aumento de deposição de H3K9ac e H3K14ac na região promotora de genes com expressão aumentada ou diminuída, porém a marca de repressão H3K27me3 não sofreu alteração na região promotora de nenhum gene analisado. Análises adicionais indicaram um conjunto de genes diferencialmente expressos que codificam proteínas histone readers, que fazem parte de complexos modificadores de histonas, como EED capaz de identificar a marca de repressão H3K27me3 e regular a atividade de EZH2, apontando um novo alvo terapêutico. O efeito sinérgico entre iHDAC e um iEZH2 foi testado e detectou-se o aumento da mortalidade de esquistossômulos. A estrutura de SmEZH2 foi modelada por homologia e usada para análises computacionais que sugeriram uma alta afinidade de ligação de SmEZH2 com o iEZH2, abrindo uma perspectiva de desenvolvimento de novas drogas específicas para tratamento da esquistossomose
Schistosomiasis is a serious public health problem, with high mortality and morbidity in endemic countries, caused by trematode worms of the genus Schistosoma. Praziquantel is the only available drug for treatment of the disease; it is used extensively to treat populations in endemic areas, but does not prevent reinfection and is effective only in adult worms. Drugs studied in cancer as histone deacetylase inhibitors (iHDACs) modify the epigenetic status of the cell, triggering cell death, and it has been shown in Schistosoma mansoni that inhibition of HDACs increase histone acetylation, alter the phenotype of miracidia and cause death in schistosomules and adult worms. The present study investigated the effect of iHDAC Trichostatin A (TSA) on the regulation of gene transcription in schistosomules, detecting by means of microarray assays hundreds of differentially expressed genes related to DNA replication, metabolism and histone remodeling complexes. Inhibition of HDAC in adult worms led to an increase in histone acetylation marks H3K9ac, and H3K14ac H4K5ac related to transcriptional induction. With chromatin immunoprecipitation followed PCR (ChIP-qPCR) we detected an increased deposition of H3K9ac and H3K14ac at the promoter region of genes with increased or decreased expression, but the repressive mark H3K27me3 was not changed at all analyzed gene promoter regions. Additional analysis indicated a set of differentially expressed genes that encode histone reader proteins that are part of histone modifier complexes such as EED, which is able to identify the repression mark H3K27me3 and to regulate EZH2 activity, pointing to a new therapeutic target. The synergistic effect between iHDAC and one iEZH2 has been tested and found to cause an increase in schistosomules mortality. The SmEZH2 structure was modeled by homology and used for computational analyses, which suggested a high affinity binding of SmEZH2 with iEZH2, opening the opportunity for development of new specific drugs for treatment of schistosomiasis
الموضوعات
Epigenetic Repression/genetics , Gene Expression/genetics , Schistosoma mansoni , Computer Simulation/statistics & numerical data , Histone Deacetylase Inhibitors , Histones/analysis , Pharmacogenomic Variantsالملخص
O Estado do Rio de Janeiro possui indicadores de produção muito baixos na realização de exames de câncer de mama. Na tentativa de melhorar o acesso aos exames, principalmente em regiões com baixa densidade populacional onde a aquisição de mamógrafos não é custo-efetiva, o uso da mamografia móvel é uma alternativa para aumentar a execução de exames de rastreamento de câncer de mama. O objetivo desta pesquisa é a construção de um modelo computacional para definir a alocação de mamógrafos móveis. O Modelo considera as variáveis associadas com os custos e prazos, indicando quando, onde e por quanto tempo, as unidades móveis de mamografia devem permanecer em cada cidade. O modelo foi construído no software de modelagem e simulação Anylogic, usando técnicas de modelagem baseada em agentes. O principal resultado é determinar o percurso de cada veículo disponível, para oferecer a cobertura desejada em cada cidade. Todas as entradas são parametrizadas, permitindo simular diferentes cenários e fornecer informações importantes para o processo de tomada de decisão. O horizonte de tempo, número de mamógrafos (fixos e móveis), a cobertura desejada da população, a capacidade de produção de cada dispositivo, a adesão da população urbana e rural, entre outras variáveis, foram consideradas no modelo. Os dados da Região Serrana do Rio de Janeiro foram usados nas simulações, onde menos de metade das cidades possuem mamógrafos fixos. Com o modelo proposto foi possível determinar a distribuição de cada dispositivo físico e o número ótimo de unidades móveis de mamografia para oferecer cobertura à totalidade da população no ciclo de dois anos. O número de mamógrafos para oferecer cobertura de toda a população da região poderia ser reduzido pela metade com o modelo de alocação proposto neste trabalho. A utilização de mamografia móvel, em conjunto com a rede existente de mamógrafos fixos, procura maximizar a disponibilização de exames de testes de diagnóstico de câncer de mama no estado do Rio de Janeiro. O desenvolvimento de um modelo de roteamento que aperfeiçoa a cobertura de rastreio do câncer de mama é apresentado como um complemento importante na tentativa de melhorar o acesso à população residente em áreas urbanas e rurais dos municípios
الموضوعات
Humans , Female , Biomedical Technology/instrumentation , Breast Neoplasms/diagnostic imaging , Computer Simulation/statistics & numerical data , Health Care Rationing , Mammography/instrumentation , Mass Screening/instrumentation , Brazil , Health Services Accessibility , Women's Healthالملخص
Os microRNAs (miRNAs) são pequenos RNAs não codificadores de proteínas presentes na maioria dos eucariotos. Esses RNAs regulam a expressão gênica em nível pós-transcricional através do silenciamento de mRNAs-alvo que possuem sítios complementares às suas sequências, atuando em praticamente todos os processos celulares. Embora a estrutura e função dos miRNAs estejam bem caracterizadas, aspectos relacionados à sua organização genômica, evolução e atuação em doenças são tópicos que apresentam enormes lacunas. Nesta tese, utilizamos abordagens computacionais para investigar estes temas em três trabalhos. No primeiro, processamos e integramos um vasto volume de dados publicamente disponíveis referentes aos miRNAs e genes codificadores de proteínas para cinco espécies de vertebrados. Com isso, construimos uma ferramenta web que permite a fácil inspeção da organização genômica dos miRNAs em regiões inter e intragênicas, o acesso a dados de expressão de miRNAs e de genes codificadores de proteínas (classificados em genes hospedeiros e não hospedeiros de miRNAs), além de outras informações pertinentes. Verificamos que a ferramenta tem sido amplamente utilizada pela comunidade científica e acreditamos que ela possa facilitar a geração de hipóteses associadas à regulação dos miRNAs, principalmente quando estão inseridos em genes hospedeiros. No segundo estudo, buscamos compreender como o contexto genômico e a origem evolutiva dos genes hospedeiros influenciam a expressão e evolução dos miRNAs humanos. Nossos achados mostraram que os miRNAs intragênicos surgem preferencialmente em genes antigos (origem anterior à divergência de vertebrados). Observamos que os miRNAs inseridos em genes antigos têm maior abrangência de expressão do que os inseridos em genes novos. Surpreendentemente, miRNAs jovens localizados em genes antigos são expressos em um maior número de tecidos do que os intergênicos de mesma idade, sugerindo uma vantagem adaptativa inicial que pode estar relacionada com o controle da expressão dos genes hospedeiros, e como consequência, expondo-os a contextos celulares e conjuntos de alvos diversos. Na evolução a longo prazo, vimos que genes antigos conferem maior restrição nos padrões de expressão (menor divergência de expressão) para miRNAs intragênicos, quando comparados aos intergênicos. Também mostramos possíveis associações funcionais relacionadas ao contexto genômico, tais como o enriquecimento da expressão de miRNAs intergênicos em testículo e dos intragênicos em tecidos neurais. Propomos que o contexto genômico e a idade dos genes hospedeiros são fatores-chave para a evolução e expressão dos miRNAs. Por fim, buscamos estabelecer associações entre a expressão diferencial de miRNAs e a quimioresistência em câncer colorretal utilizando linhagens celulares sensíveis e resistentes às drogas 5-Fluoruracil e Oxaliplatina. Dentre os miRNAs identificados, o miR-342 apresentou níveis elevados de expressão nas linhagens sensíveis à Oxaliplatina. Com base na análise dos alvos preditos, detectamos uma significativa associação de miR-342 com a apoptose. A superexpressão de miR-342 na linhagem resistente SW620 evidenciou alterações na expressão de genes da via apoptótica, notavelmente a diminuição da expressão do fator de crescimento PDGFB, um alvo predito possivelmente sujeito à regulação direta pelo miR-342
MicroRNAs (miRNAs) are short non-coding RNAs found in most eukaryotic species. These RNAs regulate gene expression at post-transcriptional level by silencing target mRNAs through base-pairing of complementary sequences, thus acting on virtually all cellular processes. Although the structure and function of miRNAs are well understood, several aspects related to their genomic organization, evolution and involvement with diseases are largely underexplored. In this thesis, we employed computational methods to investigate such issues in three different studies. In the first one, we have processed and integrated a large amount of public data related to miRNAs and coding genes for five vertebrate species. Then, we developed a webtool to allow the analysis of the miRNA genomic context in inter and intragenic regions, the access of miRNA and gene expression data (classified as host and non-host genes), as well as other relevant information. We noticed that the webtool has been largely used by the scientific community, and we believe that it can facilitate hypothesis generation related to miRNA regulation, especially when they are within host genes. In the following study, we sought to understand how the genomic context and the evolutionary origin of host genes can affect the expression and evolution of human miRNAs. Our findings showed that intragenic miRNAs are preferentially embedded within old host genes (originated before the split of vertebrates). We observed that miRNAs within old genes are more broadly expressed than those within young genes. Surprisingly, young miRNAs within old genes were expressed in more tissues than their intergenic counterparts, suggesting an initial adaptive advantage which might be related to their hosts expression control, and as a consequence, exposing them to a more diverse cellular contexts and target genes. In the long run, we found that old host genes lead to expression constraints (lower expression divergence) between species for intragenic miRNAs, in respect to intergenic ones. We also showed possible functional associations related to miRNA genomic context, such as the enrichment of young intergenic miRNAs in testis, while young intragenic miRNAs were enriched in neural tissues. Thus, we propose that the genomic context and the age of the host genes are key factors in shaping the expression and evolution of miRNAs. Finally, we sought to establish associations between differential expression of miRNAs and chemoresistance in colorectal cancer using resistant and sensitive cell lines to 5-Fluoruracil and Oxaliplatin. Among differentially expressed miRNAs, miR-342 was highly expressed in sensitive cell lines to Oxaliplatin. Based on target prediction analysis, miR-342 is likely associated with apoptosis. The induced overexpression of miR-342 in SW620, a cell line resistant to Oxaliplatin, changed the expression levels of genes linked to the apoptosis pathway, notably the downregulation of PDGFB growth factor, which is a predicted target possibly subjected to direct regulation by miR-342
الموضوعات
Gene Expression , Genomics/methods , MicroRNAs/analysis , Colorectal Neoplasms/pathology , Computational Biology/methods , Computer Simulation/statistics & numerical data , Database , Evolution, Molecularالملخص
RNAs não codificadores longos (lncRNAs) compõem uma fração significativa do transcriptoma. Alterações na expressão de lncRNAs já foram observadas em vários cânceres humanos, mas ainda não foram exploradas no adenocarcinoma pancreático ductal (PDAC), uma doença devastadora e agressiva para a qual faltam métodos para diagnóstico precoce e tratamentos efetivos. Utilizando uma plataforma de microarranjo de cDNA com sondas para 984 lncRNAs e 2371 mRNAs, o presente estudo identificou conjuntos de lncRNAs expressos em 38 amostras clínicas pancreáticas. O enriquecimento de (i) elementos regulatórios associados às regiões promotoras (H3K4me3); (ii) possíveis inícios de transcrição (CAGE-tags); (iii) presença de elementos conservados sugere que ao menos uma fração desses RNAs seja originada a partir de unidades transcricionais independentes, reguladas e possivelmente funcionais. Foram identificadas assinaturas de expressão gênica compostas por mRNA e lncRNAs associadas ao tumor primário e à metástase pancreática. A assinatura gIenica associada à metástase apresentou enriquecimento RNAs intrônicos de loci gênicos associados à via MAPK quinase. O aumento de expressão dos transcritos intrônicos dos loci PPP3CB, MAP3K14 e DAPK1 foi confirmado por qPCR em metástases. Em conjunto, este trabalho aponta para a importância de lncRNAs intrônicos no PDAC e para a necessidade de estudos mais aprofundados para uma melhor compreensão do papel dessa classe de transcritos na biologia da doença
Long noncoding RNAs (lncRNAs) compose a significant fraction of transcriptome. Altered expression of lncRNAs has been observed in diverse human cancers, but has not being investigated in pancreatic ductal adenocarcinoma (PDAC), a devastating and aggressive disease that lack early diagnosis methods and effective treatments. Using a cDNA microarray platform with probes interrogating 984 lncRNAs and 2371 mRNA, the present study identified subsets of lncRNAs expressed in 38 pancreatic clinical samples. Enrichment of (i) regulatory elements associated to promoter region (H3K4me3); (ii) putative transcription start site (CAGEtags) and (iii) conserved elements, suggest that at least a fraction of these RNAs could be independent transcriptional unit, regulated, an possibly functional. Gene expression signatures comprised of mRNAs and lncRNAs and associated to primary or metastatic tumors were found. A gene signature associated to metastasis was enriched in intronic ncRNAs mapping to gene loci associated to the MAPK pathway. Over expression of intronic RNAs from PPP3CB, MAP3K14 and DAPK1 was confirmed by qPCR in metastatic samples. Taken together, this study points to the importance of intronic lncRNAs in PDAC and for the need to study this class of ncRNAs in greater detail to better understand its role in the biology of PDAC
الموضوعات
Humans , Male , Female , Carcinoma, Pancreatic Ductal/pathology , RNA, Long Noncoding/analysis , Computer Simulation/statistics & numerical data , Gene Expression Profiling/instrumentation , Gene Expression/genetics , Molecular Biology , Oligonucleotide Array Sequence Analysis , Transcriptome/geneticsالملخص
When a new wastewater treatment plant is being designed by computer simulation, detailed data about organic fractions of influent wastewater [measured as chemical oxygen demand] are usually not available, but knowledge of the typical ranges of these fractions is indispensable. The influent chemical oxygen demand fractions can substantially influence the results of simulation-based design such as reactor volumes, solids residence time, effluent quality, oxygen demand, sludge production, etc. This article attempts to give an overview of wastewater organic fractions as modeling parameters and presents new chemical oxygen demand fractionation results from Hungary. According to the data from literature, the ratio of chemical oxygen demand components in raw wastewater is very different and the average composition is as follows: Inert particulate = 17.1%, slowly biodegradable = 57.9%, inert soluble = 7.8% and readily biodegradable = 17.5%. The Hungarian wastewater samples were analyzed according to STOWA [Dutch foundation for applied water research] protocol and the obtained results were not much different from those of literature [inert particulate = 23.7%, slowly biodegradable = 49.8%, inert soluble = 4.6% and readily biodegradable = 21.9%], but some typical characteristics were observed
الموضوعات
Oxygen/chemistry , Computer Simulation/statistics & numerical data , Waste Disposal, Fluidالملخص
Mathematic modeling and simulation of a biofilter system was developed for biofilters filled by three different packing materials such as granular activated carbon [GAC], compost mixed with diatomaceous earth [DE], and compost, respectively, and the effects of biofilter length, packing material, biological activity and the operation time of system on the removal of ethanol [influent contaminant] were studied. The mathematical model for analysis of mass transport phenomena in the biofilter was solved using a two-step, explicit finite difference approximation technique and computer simulation was carried out. The obtained results show that at the early stage of biofiltration the dominant mechanism is adsorption and after saturation of packing by contaminant, biological processes became the dominant mechanism. GAC packed biofilter needs more time to reach to steady state in comparison to the two other packing. GAC is the best adsorbent for contaminant removal; however, compost provides a better environment for microbial growth and activity. The proposed procedure is applicable to analyze the behavior of a biofiltration system used in removal of volatile organic compounds