Non-coding RNAs: multi-tasking molecules in the cell

In the last years it has become increasingly clear that the mammalian transcriptome is highly complex and includes a large number of small non-coding RNAs (sncRNAs) and long noncoding RNAs (lncRNAs). Here we review the biogenesis pathways of the three classes of sncRNAs, namely short interfering RNAs (siRNAs), microRNAs (miRNAs) and PIWI-interacting RNAs (piRNAs). These ncRNAs have been extensively studied and are involved in pathways leading to specific gene silencing and the protection of genomes against virus and transposons, for example. Also, lncRNAs have emerged as pivotal molecules for the transcriptional and post-transcriptional regulation of gene expression which is supported by their tissue-specific expression patterns, subcellular distribution, and developmental regulation. Therefore, we also focus our attention on their role in differentiation and development. SncRNAs and lncRNAs play critical roles in defining DNA methylation patterns, as well as chromatin remodeling thus having a substantial effect in epigenetics. The identification of some overlaps in their biogenesis pathways and functional roles raises the hypothesis that these molecules play concerted functions in vivo, creating complex regulatory networks where cooperation with regulatory proteins is necessary. We also highlighted the implications of biogenesis and gene expression deregulation of sncRNAs and lncRNAs in human diseases like cancer.

A abordagem cultural da Comunicação de James W. Carey

A perspectiva cultural ou ritual de James W. Carey, expoente dos estudos culturais críticos nos EUA, para pensar a Comunicação, os media e o Jornalismo permanece praticamente desconhecida na língua portuguesa. Carey integra um conjunto de teóricos que, a partir da década de 1960, na Europa e nos EUA, procuraram caminhos alternativos à tradição de investigação norte-americana dominante, centrada nos efeitos, funções e usos dos mass media . Este artigo incide no ensaio fundador da sua proposta A cultural approach of communication (1975), embora não se confine ao mesmo. Três questões fundamentais são abordadas: Comunicação, Comunicação e modernidade e a visão cultural ou ritual da Comunicação. A hermenêutica crítica é a metodologia utilizada. Procura-se ir além das respostas de Carey ao seu contexto, destacando a sua contribuição para um entendimento da Comunicação como um ritual participatório no qual e através do qual os seres humanos geram, mantêm e transformam a cultura em que vivem.

O espaço ‘Opinião’ do jornal Público: perfil e agenda dos comentadores no início de 2014

Relatório de estágio apresentado à Escola Superior de Comunicação Social como parte dos requisitos para obtenção de grau de mestre em Jornalismo.

Efficient feature selection filters for high-dimensional data

Feature selection is a central problem in machine learning and pattern recognition. On large datasets (in terms of dimension and/or number of instances), using search-based or wrapper techniques can be cornputationally prohibitive. Moreover, many filter methods based on relevance/redundancy assessment also take a prohibitively long time on high-dimensional. datasets. In this paper, we propose efficient unsupervised and supervised feature selection/ranking filters for high-dimensional datasets. These methods use low-complexity relevance and redundancy criteria, applicable to supervised, semi-supervised, and unsupervised learning, being able to act as pre-processors for computationally intensive methods to focus their attention on smaller subsets of promising features. The experimental results, with up to 10(5) features, show the time efficiency of our methods, with lower generalization error than state-of-the-art techniques, while being dramatically simpler and faster.

Melhoria da qualidade do produto numa empresa de produção por lotes

Trabalho Final de Mestrado para obtenção do grau de Mestre em Engenharia Mecânica