4 resultados para In silico screening

em Repositório Institucional da Universidade de Aveiro - Portugal


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Familial amyloid polyneuropathy (FAP) or paramiloidosis is an autosomal dominant neurodegenerative disease with onset on adult age that is characterized by mutated protein deposition in the form of amyloid substance. FAP is due to a point alteration in the transthyretin (TTR) gene and until now more than 100 amyloidogenic mutations have been described in TTR gene. FAP shows a wide variation in age-at-onset (AO) (19-82 years, in Portuguese cases) and the V30M mutation often runs through several generation of asymptomatic carriers, before expressing in a proband, but the protective effect disappear in a single generation, with offspring of late-onset cases having early onset. V30M mutation does not explain alone the symptoms and AO variability of the disease observed in the same family. Our aim in this study was to identify genetic factors associated with AO variability and reduced penetrance which can have important clinical implications. To accomplish this we genotyped 230 individuals, using a directautomated sequencing approach in order to identify possible genetic modifiers within the TTR locus. After genotyping, we assessed a putative association of the SNPs found with AO and an intensive in silico analysis was performed in order to understand a possible regulation of gene expression. Although we did not find any significant association between SNPs and AO, we found very interesting and unreported results in the in silico analysis since we observed some alterations in the mechanism of splicing, transcription factors binding and miRNAs binding. All of these mechanisms when altered can lead to dysregulation of gene expression, which can have an impact in AO and phenotypic variability. These putative mechanisms of regulation of gene expression within the TTR gene could be used in the future as potential therapeutical targets, and could improve genetic counselling and follow-up of mutation carriers.

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O gene ataxin-3 (ATXN3; 14q32.1) codifica uma proteína expressa ubiquamente, envolvida na via ubiquitina-proteassoma e na repressão da transcrição. Grande relevância tem sido dada ao gene ATXN3 após a identificação de uma expansão (CAG)n na sua região codificante, responsável pela ataxia mais comum em todo o mundo, SCA3 ou doença de Machado-Joseph (DMJ). A DMJ é uma doença neurodegenerativa, autossómica dominante, de início tardio. O tamanho do alelo expandido explica apenas uma parte do pleomorfismo da doença, evidenciando a importância do estudo de outros modificadores. Em doenças de poliglutaminas (poliQ), a toxicidade é causada por um ganho de função da proteína expandida; no entanto, a proteína normal parece ser, também, um dos agentes modificadores da patogénese. O gene ATXN3 possui dois parálogos humanos gerados por retrotransposição: ataxin-3 like (ATXN3L) no cromossoma X, e LOC100132280, ainda não caracterizado, no cromossoma 8. Estudos in vitro evidenciaram a capacidade da ATXN3L para clivar cadeias de ubiquitina, sendo o seu domínio proteolítico mais eficiente do que o domínio da ATXN3 parental. O objetivo deste estudo foi explorar a origem e a evolução das retrocópias ATXN3L e LOC100132280 (aqui denominadas ATXN3L1 e ATXN3L2), assim como testar a relevância funcional de ambas através de abordagens evolutivas e funcionais. Deste modo, para estudar a divergência evolutiva dos páralogos do gene ATXN3: 1) analisaram-se as suas filogenias e estimou-se a data de origem dos eventos de retrotransposição; 2) avaliaram-se as pressões seletivas a que têm sido sujeitos os três parálogos, ao longo da evolução dos primatas; e 3) explorou-se a evolução das repetições CAG, localizadas em três contextos genómicos diferentes, provavelmente sujeitos a diferentes pressões seletivas. Finalmente, para o retrogene que conserva uma open reading frame (ORF) intacta, ATXN3L1, analisou-se, in silico, a conservação dos locais e domínios proteicos da putativa proteína. Ademais, para este retrogene, foi estudado o padrão de expressão de mRNA, através da realização de PCR de Transcriptase Reversa, em 16 tecidos humanos. Os resultados obtidos sugerem que dois eventos independentes de retrotransposição estiveram na origem dos retrogenes ATXN3L1 e ATXN3L2, tendo o primeiro ocorrido há cerca de 63 milhões de anos (Ma) e o segundo após a divisão Platirrínios-Catarrínios, há cerca de 35 Ma. Adicionalmente, outras retrocópias foram encontradas em primatas e outros mamíferos, correspondendo, no entanto, a eventos mais recentes e independentes de retrotransposição. A abordagem evolutiva mostrou a existência de algumas constrições selectivas associadas à evolução do gene ATXN3L1, à semelhança do que acontece com ATXN3. Por outro lado, ATXN3L2 adquiriu codões stop prematuros que, muito provavelmente, o tornaram num pseudogene processado. Os resultados da análise de expressão mostraram que o gene ATXN3L1 é transcrito, pelo menos, em testículo humano; no entanto, a optimização final da amplificação específica dos transcriptos ATXN3L1 permitirá confirmar se a expressão se estende a outros tecidos. Relativamente ao mecanismo de mutação inerente à repetição CAG, os dois parálogos mostraram diferentes padrões de evolução: a retrocópia ATXN3L1 é altamente interrompida e pouco polimórfica, enquanto a ATXN3L2 apresenta tratos puros de (CAG)n em algumas espécies e tratos hexanucleotídicos de CGGCAG no homem e no chimpanzé. A recente aquisição da repetição CGGCAG pode ter resultado de uma mutação inicial de CAG para CGG, seguida de instabilidade que proporcionou a expansão dos hexanucleótidos.Estudos futuros poderão ser realizados no sentido de confirmar o padrão de expressão do gene ATXN3L1 e de detetar proteína endógena in vivo. Adicionalmente, a caracterização da proteina ataxina-3 like 1 e dos seus interatores moleculares poderá povidenciar informação acerca da sua relevância no estado normal e patológico.

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Salt marshes are highly productive intertidal habitats that serve as nursery grounds for many commercially and economically important species. Because of their location and physical and biological characteristics, salt marshes are considered to be particularly vulnerable to anthropogenic inputs of oil hydrocarbons. Sediment contamination with oil is especially dangerous for salt marsh vegetation, since low molecular weight aromatic hydrocarbons can affect plants at all stages of development. However, the use of vegetation for bioremediation (phytoremediation), by removal or sequestration of contaminants, has been intensively studied. Phytoremediation is an efficient, inexpensive and environmental friendly approach for the removal of aromatic hydrocarbons, through direct incorporation by the plant and by the intervention of degrading microbial populations in the rhizosphere (microbe-assisted phytoremediation). Rhizosphere microbial communities are enriched in important catabolic genotypes for degradation of oil hydrocarbons (OH) which may have a potential for detoxification of the sediment surrounding the roots. In addition, since rhizosphere bacterial populations may also internalize into plant tissues (endophytes), rhizocompetent AH degrading populations may be important for in planta AH degradation and detoxification. The present study involved field work and microcosms experiments aiming the characterization of relevant plant-microbe interactions in oilimpacted salt marshes and the understanding of the effect of rhizosphere and endosphere bacteria in the role of salt marsh plants as potential phytoremediation agents. In the field approach, molecular tools were used to assess how plant species- and OH pollution affect sediment bacterial composition [bulk sediment and sediment surrounding the roots (rhizosphere) of Halimione portulacoides and Sarcocornia perennis subsp. perennis] in a temperate estuary (Ria de Aveiro, Portugal) chronically exposed to OH pollution. In addition, the 16S rRNA gene sequences retrieved in this study were used to generate in silico metagenomes and to evaluate the distribution of potential bacterial traits in different microhabitats. Moreover, a combination of culture-dependent and -independent approaches was used to investigate the effect of oil hydrocarbons contamination on the structure and function of endophytic bacterial communities of salt marsh plants.Root systems of H. portulacoides and S. perennis subsp. perennis appear to be able to exert a strong influence on bacterial composition and in silico metagenome analysis showed enrichment of genes involved in the process of polycyclic aromatic hydrocarbon (PAH) degradation in the rhizosphere of halophyte plants. The culturable fraction of endophytic degraders was essentially closely related to known OH-degrading Pseudomonas species and endophytic communities revealed sitespecific effects related to the level of OH contamination in the sediment. In order to determine the effects of oil contamination on plant condition and on the responses in terms of structure and function of the bacterial community associated with plant roots (rhizosphere, endosphere), a microcosms approach was set up. The salt marsh plant Halimione portulacoides was inoculated with a previous isolated Pseudomonas sp. endophytic degrader and the 2-methylnaphthalene was used as model PAH contaminant. The results showed that H. portulacoides health and growth were not affected by the contamination with the tested concentration. Moreover, the decrease of 2-methylnaphthalene at the end of experiment, can suggest that H. portulacoides can be considered as a potential plant for future uses in phytoremedition approaches of contaminated salt marsh. The acceleration of hydrocarbon degradation by inoculation of the plants with the hydrocarbon-degrading Pseudomonas sp. could not, however, be demonstrated, although the effects of inoculation on the structure of the endophytic community observed at the end of the experiment indicate that the strain may be an efficient colonizer of H. portulacoides roots. The results obtained in this work suggest that H. portulacoides tolerates moderate concentrations of 2-methylnaphthalene and can be regarded as a promising agent for phytoremedition approaches in salt marshes contaminated with oil hydrocarbons. Plant/microbe interactions may have an important role in the degradation process, as plants support a diverse endophytic bacterial community, enriched in genetic factors (genes and plasmids) for hydrocarbon degradation.

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The last decades of the 20th century defined the genetic engineering advent, climaxing in the development of techniques, such as PCR and Sanger sequencing. This, permitted the appearance of new techniques to sequencing whole genomes, identified as next-generation sequencing. One of the many applications of these techniques is the in silico search for new secondary metabolites, synthesized by microorganisms exhibiting antimicrobial properties. The peptide antibiotics compounds can be classified in two classes, according to their biosynthesis, in ribosomal or nonribosomal peptides. Lanthipeptides are the most studied ribosomal peptides and are characterized by the presence of lanthionine and methylanthionine that result from posttranslational modifications. Lanthipeptides are divided in four classes, depending on their biosynthetic machinery. In class I, a LanB enzyme dehydrate serine and threonine residues in the C-terminus precursor peptide. Then, these residues undergo a cyclization step performed by a LanC enzyme, forming the lanthionine rings. The cleavage and the transport of the peptide is achieved by the LanP and LanT enzymes, respectively. Although, in class II only one enzyme, LanM, is responsible for the dehydration and cyclization steps and also only one enzyme performs the cleavage and transport, LanT. Pedobacter sp. NL19 is a Gram-negative bacterium, isolated from sludge of an abandon uranium mine, in Viseu (Portugal). Antibacterial activity in vitro was detected against several Gram-positive and Gram-negative bacteria. Sequencing and in silico analysis of NL19 genome revealed the presence of 21 biosynthetic clusters for secondary metabolites, including nonribosomal and ribosomal peptides biosynthetic clusters. Four lanthipeptides clusters were predicted, comprising the precursor peptides, the modifying enzymes (LanB and LanC), and also a bifunctional LanT. This result revealed the hybrid nature of the clusters, comprising characteristics from two distinct classes, which are poorly described in literature. The phylogenetic analysis of their enzymes showed that they clustered within the bacteroidetes clade. Furthermore, hybrid gene clusters were also found in other species of this phylum, revealing that it is a common characteristic in this group. Finally, the analysis of NL19 colonies by MALDI-TOF MS allowed the identification of a 3180 Da mass that corresponds to the predicted mass of a lanthipeptide encoded in one of the clusters. However, this result is not fully conclusive and further experiments are needed to understand the full potential of the compounds encoded in this type of clusters. In conclusion, it was determined that NL19 strain has the potential to produce diverse secondary metabolites, including lanthipeptides that were not functionally characterized so far.