From genes to population: effects of toxicants on Enchytraeus albidus

Nowadays, a systems biology approach is both a challenge as well as believed to be the ideal form of understanding the organisms’ mechanisms of response. Responses at different levels of biological organization should be integrated to better understand the mechanisms, and hence predict the effects of stress agents, usable in broader contexts. The main aim of this thesis was to evaluate the underlying mechanisms of Enchytraeus albidus responses to chemical stressors. Therefore, there was a large investment on the gene library enrichment for this species, as explained ahead. Overall, effects of chemicals from two different groups (metals and pesticides) were assessed at different levels of biological organization: from genes and biochemical biomarkers to population endpoints. Selected chemicals were: 1) the metals cadmium and zinc; 2) the insecticide dimethoate, the herbicide atrazine and the fungicide carbendazim. At the gene and sub-cellular level, the effects of time and dosage were also adressed. Traditional ecotoxicological tests - survival, reproduction and avoidance behavior - indicated that pesticides were more toxic than metals. Avoidance behaviour is extremely important from an ecological point of view, but not recommended to use for risk assessment purposes. The oxidative stress related experiment showed that metals induced significant effects on several antioxidant enzyme activities and substrate levels, as well as oxidative damage on the membrane cells. To increase the potential of our molecular tool to assess transcriptional responses, the existing cDNA library was enriched with metal and pesticide responding genes, using Suppression Subtractive Hybridization (SSH). With the sequencing information obtained, an improved Agilent custom oligonucleotide microarray was developed and an EST database, including all existing molecular data on E. albidus, was made publicly available as an interactive tool to access information. With this microarray tool, most interesting and novel information on the mechanisms of chemical toxicity was obtained, with the identification of common and specific key pathways affected by each compound. The obtained results allowed the identification of mechanisms of action for the tested compounds in E. albidus, some of which are in line with the ones known for mammals, suggesting across species conserved modes of action and underlining the usefulness of this soil invertebrate as a model species. In general, biochemical and molecular responses were influenced by time of exposure and chemical dosage and these allowed to see the evolution of events. Cellular energy allocation results confirmed the gene expression evidences of an increased energetic expenditure, which can partially explain the decrease on the reproductive output, verified at a later stage. Correlations found throughout this thesis between effects at the different levels of biological organization have further improved our knowledge on the toxicity of metals and pesticides in this species.

Study of Perkinsus olseni infection mechanisms: identification and regulation of parasite genes differentially expressed in response to host and environmental stress

Tese dout., Biologia, Universidade do Algarve, 2008

Role of insulin and insulin-like peptides in bone formation: identification of bone-specific target genes and regulatory mechanisms, and characterization of the insulin-mimetic effect of vanadium

Tese de Doutoramento em Biologia, Especialidade em Biologia Molecular, Universidade do Algarve, 2008

Análise e caracterização da expressão e papel funcional dos potenciais genes da família 2 GPCRs no protostómio Caenorhabditis elegans

Dissertação de Mestrado, Biotecnologia, Faculdade de Engenharia de Recursos Naturais, Universidade do Algarve, 2009

Role of the different actin genes during extrusion of capping protein mutant cells in the Drosophila wing blade epithelium

Dissertação mest., Biotecnologia, Universidade do Algarve, 2008

Identification of reliable reference genes for quantitative gene expression in the Mozambique tilapia, Oreochromis mossambicus

Dissertação de mest., Biologia Marinha (Aquacultura), Faculdade de Ciências e Tecnologia, Univ. do Algarve, 2010

Estudo preliminar do efeito supressor de genes do Citrus tristeza virus (CTV) no silenciamento pós-transcripcional em Nicotiana benthamiana

Dissertação de mest., Engenharia Biológica, Faculdade de Ciências e Tecnologia, Univ. do Algarve, 2011

Identification of genes regulated by mir-363*, a regulator of bone marrow endothelial cell properties

As células estaminais hematopoiéticas residem na medula óssea e possuem capacidade para se auto-renovar e dar origem a todos os tipos de células sanguíneas. O endotélio da medula óssea é constituído por células endoteliais de medula óssea (BMEC) e compreende dois nichos com funções distintas: o nicho osteoblástico e o nicho vascular. O nicho osteoblásctico proporciona condições para a quiescência de células estaminais hematopoiéticas, enquanto no nicho vascular ocorre proliferação e diferenciação das mesmas. Quando ocorre um desequilíbrio na expressão de genes que codificam para proteínas envolvidas na mobilização de células do nicho osteoblástico para o nicho vascular – factores angiócrinos – ocorre uma desestabilização do microambiente medular, que se pode traduzir num processo tumoral. Os microRNAs (miRNAs) são uma classe de RNAs não codificantes, de cadeia simples, que regula a expressão génica. Os miRNAs são sequências endógenas de RNA que possuem entre 19 e 25 nucleótidos de tamanho. Os miRNAs são reguladores da expressão genica, induzindo o silenciamento a nível da pós-transcrição, através da sua ligação com uma sequência específica para a qual possuem afinidade, na região 3’ não traduzida (3’ UTR) dos seus mRNA alvo, conduzindo à inibição da tradução ou à sua degradação. Os miRNAs estão envolvidos na regulação de genes de diversas vias afectando processos fundamentais como hematopoiese, apoptose, proliferação celular e tumorigénese. Os níveis de expressão dos miRNAs estão alterados no cancro, podendo actuar directamente como supressores de tumor ou como oncogenes, sendo neste caso denominados de oncomirs. Os perfis dos níveis de expressão de vários miRNAs foram estudados, tendo-se verificado que se alteram durante o processo de carcinogénese, podendo actuar directamente como supressores de tumor ou como oncogenes, sendo neste caso denominados de oncomirs. Apesar do miR-363* estar envolvido na regulação da expressão de genes que regulam propriedades das células endoteliais e medula óssea, os genes sobre os quais exerce a sua função ainda não foram identificados.O objectivo do presente estudo é a identificação dos genes directamente regulados pelo miR-363* (genes alvo) e a sua relevância para a disfunção medular e a sua caracterização nos síndromes mielodisplásicos. A estratégia usada baseou-se na redução ou aumento forçados dos níveis de miR-363* em células endoteliais e subsequente análise da expressão génica através de microarrays de cDNA do genoma humano. A redução do miR-363* vai implicar o aumento da expressão dos seus genes alvo, assim como o aumento dos níveis do miR-363* vai induzir a degradação e consequente redução dos seus genes alvos. A intersecção dos dados gerados através do estudo da expressão com bases de dados que possuem algoritmos para previsão de genes alvo directos dos miRNAs (miRBase e MicroCosm Targets) permitiu restringir os genes a analisar a sete genes, nomeadamente BST1, ESAM, FCER1G, IKBKG, SELE, THBS3 e TIMP1. A interacção directa destes candidatos a alvos directos do miR-363* foi posteriormente validada. Para tal, as 3’UTR dos genes foram clonadas num vector que contém o gene da luciferase. Uma vez as clonagens realizadas, efectuaram-se ensaios funcionais em células endoteliais, nomeadamente HUVEC, nas quais se co-transfectaram os vectores gerados, anti-miRs ou pre-miRs (para diminuir ou aumentar o nível de miRNA) e o plasmídeo controlo da Renilla para normalização dos ensaios de luciferase. A variação da luminescência obtida em presença do aumento ou redução do miR-363* deu uma forte indicação da regulação directa do miR-363* nesses alvos. No entanto, a confirmação desta interacção directa foi efectuada através de ensaios de mutagénese, nos quais de induziram mutações na 3’UTR nos locais de ligação do miRNA, seguidos dos ensaios funcionais como acima descritos. Esta estratégia sugere que o TIMP1, inibidor da metaloprotease-9 (MMP-9), é regulado directamente pelo miR-363*. Adicionalmente, os níveis de expressão dos alvos directos do miR-363* foram estudados em 17 amostras de aspirados de medula óssea de doentes com síndromes mielodisplásicos. Os síndromes mielodisplásicos são caracterizados como um grupo heterogéneo de condições, que apresentam citopenias (produção deficiente de eritrócitos, leucócitos e/ou megacariócitos) e medula óssea displástica e hipercelular. A escalonagem dos doentes foi feita de acordo com o sistema de prognóstico IPSS elaborado pela Organização Mundial de Saúde, e que consiste numa tabela de risco de progressão de síndromes mielodisplásicos para leucemia mielóide aguda (LMA) e que agrupa os doentes em baixo risco – que compreende os níveis baixo e intermédio 1 – e em alto risco – que compreende os níveis intermédio 2 e alto. Dos genes regulados pelo miR-363*, o destacam-se o TIMP1, estando aumentando em doentes com mau prognóstico, e o THBS3 que apresenta um aumento nos doentes com prognóstico intermédio. Em suma, os estudos realizados permitiram a identificação de genes regulados pelo miR-363* e contribuiram para o conhecimento de como o miR-363* contribui para a disfunção medular, particularmente em síndromes mielodisplásicos, pela desregulação das propriedades endoteliais.

Identification and study of novel genes expressed in the heart precursor cells

Understanding heart development on a molecular level is a requirement for uncovering the causes of congenital heart diseases. Several genes have been implicated as critical for heart development. However, the inducers of these genes as well as their targets and pathways, remain largely unknown. We have identified a promoter element of chick cCer able to drive EGFP expression in a population of cells that consistently exit from the anterior primitive streak region, from as early as stage HH3+, and that later will populate the heart. Using this promoter element as a tool allowed us to identify novel genes previously not known to potentially play a role in heart development. In order to identify and study genes expressed and involved in the correct development and differentiation of the vertebrate heart precursor cell (HPC) lineages, a differential screening using Affymetrix GeneChip® system technologies was performed. Remarkably, this screening led to the identification of more than 700 transcripts differentially expressed in the heart forming regions (HFR). Bioinformatic tools allowed us to filter the large amount of data generated from this approach and to select a few transcripts for in vivo validation. Five genes were selected for further characterization by whole mount in situ hybridization leading to the validation of their expression in the HPC. From those, Adtk1 and Ccbe1 were selected for functional analysis. Regarding to ccbe1, a more detailed WISH analysis was performed and showed that Ccbe1 is expressed specifically on the cardiac progenitors regions at HH4, more specifically in primary heart field and at later stages is present in the second heart field. Further functional analyses by knockdown and overexpression revealed an important role for Ccbe1 in early heart tube formation. Moreover, the results presented in this thesis suggested that Ccbe1 is a key gene during heart development and might be limited to multipotent and highly proliferative progenitors and downregulated upon cellular commitment into more specific cardiac phenotypes. Other of the genes identified, Adtk1 was also subjected to further functional studies. Knockdown of Adtk1 using morpholino oligonucleotides suggested that it might be necessary for the migration and fusion of the heart tube as well as for neural tube closure.

Study of the expression of different genes of long-chain polyunsaturated fatty acids (LC-PUFA) metabolism during the early paralarval development of the common octopus (Octopus vulgaris)

Dissertação de mestrado, Aquacultura e Pescas, Faculdade de Ciências e Tecnologias, Universidade do Algarve, 2015

Characterization of pro- and anti-angiogenic factors in models of diabetic retinopathy

Dissertação de mestrado, Ciências Biomédicas, Departamento de Ciências Biomédicas e Medicina, Universidade do Algarve, 2015

Synaptic dysfunction in early encephalopathies : from genes to function

Tese de doutoramento, Medicina (Neurologia), Universidade de Lisboa, Faculdade de Medicina, 2015

Comparison of virulence genes found in draft genomes of F. necrophorum

Fusobacterium necrophorum is a causative agent of persistent sore throat syndrome, tonsillar abscesses and Lemierre’s syndrome (LS) in humans. LS is characterised by thrombophlebitis of the jugular vein and bacteraemia. It is a Gram-negative, anaerobic bacterium which to date has no available reference genome. Draft genomes suggest it to be a single circular chromosome of approximately 2.2Mb. A reference strain of each of the two F. necrophorum subspecies and a clinical isolate from a LS patient were sequenced on a Roche 454 GS-FLX+. Sequence data was assembled using Roche GS Assembler and the resulting contigs annotated using xBASE, Pfam and BLAST. The annotation data was mined for gene products associated with virulence revealing a leukotoxin, haemolysin, filamentous haemagglutinnin, adhesin, hemin receptor, phage genes, CRISPR-associated proteins, ecotin and a putative type V secretion system. Data will be presented on comparative genomics of the three strains, with a focus on putative virulence genes. Tools such as Artemis Comparison Tool and ClustalO were used for sequence alignments and PhyML was used to generate phylogenetic trees. Conserved motifs associated with virulence were also located. Understanding variations at the genomic level may help to explain the increased virulence of some F. necrophorum strains.

KDD, SEMMA and CRISP-DM: a parallel overview

In the last years there has been a huge growth and consolidation of the Data Mining field. Some efforts are being done that seek the establishment of standards in the area. Included on these efforts there can be enumerated SEMMA and CRISP-DM. Both grow as industrial standards and define a set of sequential steps that pretends to guide the implementation of data mining applications. The question of the existence of substantial differences between them and the traditional KDD process arose. In this paper, is pretended to establish a parallel between these and the KDD process as well as an understanding of the similarities between them.