No description available.

Vaccines have had a profound influence on human health with no other health intervention rivalling their impact on the morbidity and mortality associated with infectious disease. However, the magnitude and persistence of vaccine immunity varies considerably between individuals, a phenomenon that is not well understood. Recent studies have used contemporary technologies to correlate variations in the genome and transcriptome to complex phenotypic traits, and these approaches have started to provide fresh insight into the intrinsic factors determining the generation and persistence of vaccine-induced immunity. This thesis aimed to describe the relationship between genomic and transcriptomic variations, and the immunogenicity of childhood immunisations. Candidate gene and genome-wide genotyping was conducted to evaluate the influence of genetic variants on vaccine-induced immunity following childhood immunisation. Furthermore, contemporary methodologies were used to assess non-coding and coding gene transcript profiles following vaccination, to further dissect the molecular systems involved in vaccine responses. Key findings from this thesis include the description of the first genome-wide association studies into the persistence of immunity to three routine childhood immunisations: capsular group C meningococcal (MenC) conjugate vaccine, Haemophilus influenzae type b (Hib) conjugate vaccine and tetanus toxoid (TT) vaccine. Genome-wide genotyping was completed on over 2000 participants, with an additional 1000 participants genotyped at selected genetic markers. Genome-wide significant associations (p<5×10⁻⁸) were described between single- nucleotide polymorphisms (SNPs) in two genes, CNTN6 and ENKUR, and the persistence of serological immunity to MenC following immunisation of children 6-15 years of age. In addition, genome-wide significant associations were described between SNPs within an intergenic region of chromosome 10 and the persistence of TT-specific IgG concentrations following childhood immunisations. Furthermore, a number of variants in loci with putative involvement in the immune system such as FOXP1, the human leukocyte antigen locus and the lambda light chain immunoglobulin locus, were shown to have suggestive associations (p<1×10⁻⁵) with the persistence of vaccine-induced serological immunity. The fundamental challenge will be to describe functional mechanisms associated with these findings, and to translate these into innovative and pragmatic strategies to develop new and more effective vaccines.

L'ingénierie écologique a permis l'émergence de nouvelles technologies telles que la phytoremédiation, une approche de dépollution des sols basée sur l'utilisation des plantes. Cependant, jusqu'à présent, les mécanismes physiologiques et moléculaires qui contrôlent la dégradation des polluants organiques, en particulier les HAPs, restent très mal documentés chez les plantes supérieures. Dans ce travail, une approche intégrative et un profilage trancriptomique à l'échelle du génome entier ont permis d'étudier les premiers événements moléculaires impliqués dans la réponse, chez les plantes, à un stress provoqué par le phénanthrène. Un réseau de gènes susceptibles d'intervenir dans la perception, la dégradation et/ou la transformation des HAPs en molécules moins dangereuses a ainsi été identifié. D'autre part, nous avons pu montrer que le saccharose induit une tolérance à ce polluant, qui se traduit (i) par une activité transcriptionnelle très rapide, ce qui suggère un effet signalétique, (ii) une reconfiguration importante à l'échelle transcriptionnelle du génome exprimé, qui conduit à une mise en place des voies métaboliques de production d'énergie, de détoxification et de réparation cellulaire. Parallèlement, un site pilote de dépollution a été conçu et mis en œuvre, en exploitant les données obtenues au laboratoire. Cette expérimentation, sur deux ans, nous a permis de comparer l'efficacité de plusieurs espèces végétales mais aussi de tester l'effet protecteur du saccharose in-situ. Malgré l'obtention de résultats contrastés, cette étude confirme l'incidence de la nature des espèces végétales et des pratiques culturales sur l'efficacité de cette méthode de dépollution. Elle souligne également le rôle important de l'interaction plante-microorganismes du sol. / Ecological engineering strategies allowed the emergence of new technologies such as phytoremediation to clean up environmental pollution. Polycyclic Aromatic Hydrocarbons (PAHs) are ubiquitous and hazardous molecules for natural ecosystems and human health. However, molecular mechanisms involved in PAHs detoxification in plant remain largely unknown. This work allowed to decipher the early plant response of phenanthrene induced stress through an integrative investigation using wide genome transcriptomic and targeted metabolomic approaches. Hence, a gene network was identified to be involved in the early perception and signalization of PAHs and putative degradation and/or transformation to harmless molecules. Additionally, we showed that sucrose mitigate phenanthrene induced stress, while Arabidopsis development was arrested and seedlings were unable to accumulate chlorophyll in the presence of high phenanthrene concentration, sucrose allowed growth and chlorophyll accumulation. These phenotypical changes were associated with (i) very early transcriptional regulation, suggesting a sucrose signaling effect (ii) reconfiguration of wide genome transcriptional changes, as metabolic, detoxification and cell repair pathways were induced. In parallel, based on previous results accumulated in controlled conditions. Field investigation allowed the evaluation of the ability of different plant species to clean up PAHs polluted soil. We also evaluate the impact of sucrose supply on natural phytoremediation efficiency. Despite contrasted results, this study confirms the incidence of the plant species and the cultural practices on the efficiency of this method. It also underlines the role of soil microorganisms and plant interactions.

Traditional water monitoring encounter limitations due to the large number of contaminants present in our waters possible giving raise to mixture effects. This thesis aimed to investigate how the emerging omics approaches (transcriptomics, proteomics and metabolomics) can be used as an effect-based monitoring approach to assess and predict adverse effects in the freshwater environment. Moreover, this thesis analysed challenges and barrier with omics. A systematic literature search was conducted using Scopus and Web of Science to find case-studies using omics in field studies and reviews regarding challenges and barriers. The results in this thesis suggest that the use of fish species (either collected in the wild or in situ set-ups), transcriptomics and investigations of WWTP recipient was the most common way to apply omics. In order to interpret omics-data multiple studies conducted chemical monitoring in conjunction, investigated additional traditional biomarkers and/or used omics to identify altered biological or functional pathways that possible could lead to adverse effects at higher levels. According to the challenges and barriers identified in this thesis, the future of omics in environmental monitoring rely on the possibility to characterise and quantify natural variability, define appropriate critical effect sizes (i.e. thresholds of critical effects) and define baseline data. Moreover, it is necessary to develop frameworks and standardisations for omics-approaches (e.g. study-designs) to promote the interpretation of the results. Future research is also needed to develop and increase the understanding of how the proteomics and metabolomics can be applied. By improving the use of omics a more holistic water monitoring can be achieved including screenings for biological responses and the ability to detect early warnings which will enhance the prioritisation and site management of polluted water bodies, including those with limited prior knowledge regarding potential contaminants.

No description available.

Le genre Mucor appartient au phylum des Mucoromycota, un groupe issu de l’une des lignées ayant divergé très tôt dans l'évolution des espèces fongiques (early diverging lineages). Ces groupes restent encore très peu connus par rapport aux Ascomycètes et Basidiomycètes. Le genre Mucor est un genre d'espèces saprophytes, avec cependant une certaine diversité au niveau du mode de vie. Il existe en effet au sein du genre, des endophytes de plantes (comme M. endophyticus) ou encore des pathogènes opportunistes d'animaux (comme les espèces thermophiles M. circinelloides ou M. indicus). Le genre est ubiquiste mais il existe des associations à certains habitats qui semblent dénoter une certaine spécialisation. L’objectif de cette thèse était de mieux connaître les potentialités génétiques du genre Mucor lui permettant ce mode de vie ubiquiste, son potentiel d'adaptation mais également de mieux comprendre l'existence au sein du genre d'espèces semblant s'être spécialisées en colonisant préférentiellement ou exclusivement certains habitats comme le fromage. Afin d'atteindre cet objectif des études transcriptomiques et génomiques comparées ont été menées dans le cadre de cette thèse, afin de déterminer les principales caractéristiques des génomes de Mucor aussi bien structurelles que fonctionnelles, identifier les similitudes au niveau des espèces étudiées et aussi leur spécificités et en fonction des modes de vie/habitats et déterminer s'il existe chez les espèces fréquemment rencontrées dans les fromages (et notamment pour celles considérées comme technologiques) des traces d'adaptation voire de domestication. / The genus Mucor belongs to the phylum Mucoromycota; a group that derived from the lineages that diverged early in the evolution of fungal species (early diverging lineages). These groups have been less well studied and are less well understood in comparison to Ascomycetes and Basidiomycetes. The genus Mucor is composed of saprophytic species, but also encompasses species with diverse lifestyles.For example, it includes plant endophytes (such as M. endophyticus) or opportunistic animal pathogens (such as the thermophilic species M. circinelloides or M. indicus). The genus is ubiquitous but there are some associations with specific habitats which seem to indicate specialisation. The aim of this thesis is to better understand the genetic potential of the genus Mucor in particular, to decipher how it maintains this ubiquitous lifestyle, its capacity to adapt to diverses habitats and to better understand the existence within the genus of species that may have undergone specialization allowing them to preferentially or exclusively colonise certain habitats, such as cheese. In order to achieve this, we have performed comparative transcriptomic and genomic studies in order to determine the main structural and functional characteristics of the Mucor genomes, identify similarities among the species studied and also assess whether there exist specific genetic associations with lifestyle/habitat and determine whether the species frequently found in cheese (in particular those species considered as technological) harbour imprints of adaptation or even domestication.

Haemophilus influenzae (Hi) é uma bactéria Gram-negativa comensal da nasofaringe e um patógeno oportunista cujo único hospedeiro natural conhecido é o ser humano. As cepas de Hi que possuem cápsula de polissacarídeo estão associadas a doenças invasivas mais graves, sendo as de sorotipo b (Hib) as principais causadoras da meningite bacteriana em populações não vacinadas. Para produzir a vacina contra Hib, o polissacarídeo purificado desta bactéria é conjugado quimicamente ao toxóide tetânico. Industrialmente, a produção do polissacarídeo é realizada cultivando esse micro-organismo em biorreatores, entretanto o rendimento em polissacarídeo é baixo, mesmo com fornecimento de nutrientes, controle de pH e outros ajustes das condições no decorrer do cultivo. O estudo dos diferentes perfis fisiológicos da população bacteriana de Hib no decorrer do cultivo através da transcritômica traz a possibilidade de aprofundar o conhecimento sobre o metabolismo desse micro- organismo. As taxas de transcrição dos genes expressos em diferentes momentos considerados como pontos metabolicamente significativos do cultivo de Hib linhagem GB 3291 em batelada alimentada conduzido em Biorreator de 10 L, com aeração submersa e controles de pH (7,0) e temperatura (30° C) foram obtidas através de sequenciamento de RNA paralelo massivo (RNA-seq). A análise de co-expressão dos genes foi realizada com WGCNA, em que oito módulos de genes co-expressos foram identificados, quatro dos quais apresentaram correlação alta com dados fenotípicos dos cultivos, inclusive produtividade de acetato e de polissacarídeo. Análise de enriquecimento funcional identificou vias metabólicas associadas a ribossomo, síntese de parede celular, transportadores e consumo de carbono. A análise de expressão diferencial permitiu observar o comportamento desta bactéria durante o cultivo. Através da análise das taxas de transcrição dos genes foi possível identificar as principais vias de síntese de acetato e de polissacarídeo capsular, sendo esta última feita principalmente através da via de pentose fosfato, em detrimento da via de interconversão pentose-glucuronato. Nossos dados mostram que as diferentes etapas do cultivo de Hib leva à ação conjunta de vários grupos de genes, com destaque àqueles ligados às funções celulares básicas, como a síntese de proteínas e de parede celular, o transporte e a síntese de aminoácidos. Esses resultados contribuem para o entendimento dos processos bioquímicos e celulares que ocorrem durante o processo de cultivo de Hib, possibilitando que sejam feitas sugestões de modificações genéticas em Hib e alteração no processo de cultivo com propósito de diminuir produção de acetato e aumentar produção do polissacarídeo. / Haemophilus influenzae (Hi) is a nasopharynx commensal Gram-negative bacterium and an opportunistic pathogen whose only known natural host is human being. Hi strains with polysaccharide capsule are related to more severe invasive diseases, wherein type b capsule (Hib) strains are the main cause of bacterial meningitis in unvaccinated population. To produce Hib vaccine, purified polysaccharide of this bacterium is chemically conjugated to tetanus toxoid protein. Industrially, polysaccharide production is performed by cultivating this micro-organism in bioreactors; however, the yield of polysaccharide is low, even with supply of nutrients, pH control and further adjustments of the fermentation conditions during cultivation. The study of different physiological profiles of Hib bacterial population during cultivation by transcriptomics brings the possibility to deepen the knowledge about the metabolism of this micro-organism. Transcription of genes expressed at different times considered metabolically significant points of Hib strain GB 3291 grown in fed-batch conducted in a 10 L bioreactor with submerged aeration and pH (7.0) and temperature (30 ° C) control rates were obtained through massive parallel RNA sequencing (RNA-seq). Gene co-expression analysis was performed with WGCNA, in which eight modules of co-expressed genes were identified, four of which showed high correlation with cultivation data traits, including acetate and polysaccharide productivity. Enrichment analysis identified pathways related to ribosome, cell wall synthesis, transports and carbon consumption. Differential expression analysis allowed to observe this bacteria behaviour during cultivation. Through transcription rate analysis, it was possible to identify the main pathways for acetate and polysaccharide synthesis, which is through pentose phosphate pathway instead of glucoronate-pentose pathway. Our data show that different stages in Hib cultivation leads to joint action of several gene groups, highlighting genes related to basic cellular roles, like protein and cell wall synthesis, transport and aminoacid synthesis. These results contribute to the understanding of biochemical and cellular processes that ocurr during Hib cultivation process, allowing suggestions to be made to modify Hib gene circuitry and to change cultivation process in order to decrease acetate production and to decrease acetate production and increase polysaccharide production.

Complex I (NADH:ubiquinone oxidoreductase) couples electron transfer to proton translocation across the inner mitochondrial membrane, to drive the synthesis of ATP. Its distinctive L-shaped structure comprises 45 subunits, encoded by both the mitochondrial and nuclear genomes, which are assembled by a complicated modular pathway. Complex I genetic defects are the most common cause of mitochondrial disorders and often present in early childhood, with high mortality rates. Recent high-resolution electron cryo-microscopy structures of mammalian complex I provide a foundation for both interpreting biochemical and biomedical data and understanding the catalytic mechanism. First, this thesis explores how the flavin cofactor is inserted into the NADH-binding (N-) domain of complex I. Genetic manipulation of cultured human cells, to starve them of flavin, revealed a hierarchal impact on the mitochondrial flavoproteome. High riboflavin content in the growth media ameliorated observed phenotypes, requiring cell conditioning in low riboflavin conditions. CRISPR knockout of the putative mitochondrial flavin transporter SLC25A32 demonstrated the severe impact of decreased flavin on complexes I and II, and mass spectrometry 'complexome' analyses suggest that the N-domain is still assembled onto complex I in the absence of the flavin. Second, the model organism Yarrowia lipolytica was used to assess the importance of residues in the quinone-binding site of complex I. Three residues with proposed roles in binding the quinone head-group were targeted. One variant was catalytically inactive, while two retained some activity. They showed decreased ability to reduce physiologically-relevant, long chain quinones, but their ability to reduce short-chain analogues was affected less severely. The results suggest a complicated picture in which interactions between the protein and both the hydrophilic quinone head-group and hydrophobic isoprenoid chain contribute to quinone-binding affinity and catalysis. Finally, a model for human complex I, generated from a recent high-resolution structure of mouse complex I, was used to investigate whether the pathogenicity of human variants could be predicted. Structural information on variant residues, including their secondary structure, proximity to key features and surface exposure, was collated and the power of each property to predict pathogenicity investigated. The analysis was then extended to the whole structure, to identify potential pathogenic hotspots in the enzyme, inform future studies of functionally important regions in complex I, and aid the diagnosis of clinically relevant pathogenic variants.

As the volume of transcriptomic data continues to increase, so too does its potential to deepen our understanding of disease; for example, by revealing gene expression patterns shared between diseases. However, key questions remain around the strength of the transcriptomic signal of disease and the identification of meaningful commonalities between datasets, which are addressed in this thesis as follows. The first chapter, Concordance of Microarray Studies of Parkinson's Disease, examines the agreement between differential expression signatures across 33 studies of Parkinson's disease. Comparison of these studies, which cover a range of microarray platforms, tissues, and disease models, reveals a characteristic pattern of differential expression in the most highly-affected tissues in human patients. Using correlation and clustering analyses to measure the representativeness of different study designs to human disease, the work described acts as a guideline for the comparison of microarray studies in the following chapters. In the next chapter, Using Dysregulated Signalling Paths to Understand Disease, gene expression changes are linked on the human signalling network, enabling identification of network regions dysregulated in disease. Applying this method across a large dataset of 141 common and rare diseases identifies dysregulated processes shared between diverse conditions, which relate to known disease- and drug-sharing-relationships. The final chapter, Understanding and Predicting Disease Relationships Through Similarity Fusion, explores the integration of gene expression with other data types - in this case, ontological, phenotypic, literature co-occurrence, genetic, and drug data - to understand relationships between diseases. A similarity fusion approach is proposed to overcome the differences in data type properties between each space, resulting in the identification of novel disease relationships spanning multiple bioinformatic levels. The similarity of disease relationships between each data type is considered, revealing that relationships in differential expression space are distinct from those in other molecular and clinical spaces. In summary, the work described in this thesis sets out a framework for the comparative analysis of transcriptomic data in disease, including the integration of biological networks and other bioinformatic data types, in order to further our knowledge of diseases and the relationships between them.

Mycoplasma hyopneumoniae, Mycoplasma flocculare e Mycoplasma hyorhinis são capazes de aderir e colonizar o trato respiratório de suínos. Enquanto a presença de M. flocculare é considerada assintomática, M. hyopneumoniae e M. hyorhynis são relacionados ao desenvolvimento de patologias. M. hyopneumoniae é o agente etiológico da pneumonia enzoótica suína e M. hyorhynis além dos pulmões pode atingir outros sítios e hospedeiros, estando relacionado a artrites, poliserosites e desenvolvimento de vários tipos de câncer em humanos. Apesar dos avanços tecnológicos na área de genômica, raros são os dados quanto ao papel de M. flocculare no trato respiratório suíno. Além do mais, informações relativas à transcrição gênica nessas espécies são escassas, apesar da importância desses microrganismos. Neste estudo são apresentados os dados da sequência do genoma de uma linhagem de M. flocculare, bem como do genoma de um novo isolado de M. hyopneumoniae. Com estas novas sequências foram realizadas análises de genômica comparativa visando a identificação de características que pudessem explicar os diferentes comportamentos quanto à patogenicidade dessas espécies. Além disso, a análise global dos transcritomas de cada uma das espécies foi realizada e o perfil transcricional entre M. hyopneumoniae, M. flocculare e M. hyorhynis foi analisado comparativamente objetivando identificar características peculiares para cada um dos mapas transcricionais, além de compreender a coordenação do modo de transcrição gênica em Mycoplasma. De um modo geral, as três espécies de Mycoplasma que habitam o trato respiratório suíno possuem grandes semelhanças na composição gênica, assim como na abundância de transcritos. A análise do repertório transcricional, mostra que os genomas são transcritos quase que em sua totalidade, incluindo as regiões intergênicas, nas três espécies. M. hyopneumoniae e M. flocculare apresentam conteúdo gênico e perfil transcricional muito semelhantes. Uma importante diferença encontrada entre estas duas espécies refere-se à presença exclusiva de genes e transcritos de adesinas específicas. M. hyorhynis possui genes e transcritos exclusivos, os quais sabidamente estão relacionados à sua capacidade mutacional, de invasividade e infecção de diferentes sítios. Por fim, a análise comparativa dos genomas, e a obtenção dos mapas transcricionais para M. hyopneumoniae, M. flocculare e M. hyorhynis, foram abordagens que resultaram em um grande número de informações, as quais são importantes para embasamento de futuros estudos de caracterização dos mecanismos moleculares, como os eventos de regulação da transcrição gênica, no gênero Mycoplasma. / Mycoplasma hyopneumoniae, Mycoplasma hyorhinis and Mycoplasma flocculare are able to adhere and to colonize the swine respiratory tract. While M. flocculare presence is virtually assymptomatic, M. hyopneumoniae and M. hyorhynis infections may cause respiratory disease. M. hyopneumoniae is the causative agent of swine enzootic pneumonia and M. hyorhynis may affect the lungs and other sites in a diversity of hosts and has been related to arthritis, poliserosites and to the development of several types of human cancer. Despite genomics technological advances, there are very few data about the possible role of M. flocculare in the swine respiratory tract. Moreover, little information about gene transcription is available in these species, despite the importance of these microorganisms. In this work the genome sequences of M. flocculare and a new isolate of M. hyopneumoniae are presented. A comparative genomic analyzes was performed to identify possible characteristics that may help to explain the different behaviors of these species in the swine respiratory tracts. Furthermore, a transcriptome map of each species was performed and a comparative transcriptional profile analysis between M. hyopneumoniae, M. flocculare and M. hyorhynis was undertaken to identify the exclusive features for each of the transcriptional maps, in addition to understanding the coordination mode of gene transcription in Mycoplasma. In general, the three Mycoplasma species that inhabit the swine respiratory tract have a similar gene composition as well as the abundance of transcripts. The transcriptome maps showed that most of the predicted genes are transcribed from these Mycoplasma genomes, as well as some intergenic regions. M. hyopneumoniae and M. flocculare present very similar gene content and transcriptional profile. However, an important difference between these two species is related to the exclusive presence of genes and transcripts of some specific adhesins. M. hyorhynis presents exclusive genes and transcripts that have been related to its invasiveness, mutation rate and infection of different sites. Finally, the comparative analysis of the genomes and transcriptional maps between M. hyopneumoniae, M. flocculare and M. hyorhynis have resulted in a large amount of information, which are important for future studies of the molecular characterization, as transcriptional regulation in the Mycoplasma spp.