L’objectif de ma thèse visait à étudier les processus évolutifs ayant conduit à l’évolution du mode de vie galligène et à rechercher des effecteurs impliqués dans l’induction des galles dans la famille des Gracillariidae (Lepidoptera) avec un accent particulier sur deux espèces, Borboryctis euryae et Caloptilia cecidophora. Nous avons ainsi démontré que ces deux espèces présentent la particularité de posséder un mode de vie intermédiaire entre mineur de feuille et inducteur de galle. Le tissu prolifératif présent dans la mine de B. euryae s’apparente en effet à une galle et les larves de C. cecidophora connaissent une transition du mode de vie mineur de feuille à galligène au cours de leur développement. Des campagnes de terrain ont permis de découvrir de nouvelles espèces de Caloptilia inductrices de galles, et leur étude phylogénétique a montré qu’elles forment un groupe monophylétique. Enfin, exploitant la transition de mode de vie de C. cecidophora ainsi que son contexte phylogénétique, nous avons appliqué une approche de transcriptomique comparative intra- et inter-espèce afin de rechercher des effecteurs candidats impliqués dans la formation de galle. / The aim of my thesis was to study the evolutionary processes that led to the evolution of the gall-inducing lifestyle and to look for effectors involved in the induction of galls in the Gracillariidae family (Lepidoptera) with a particular focus on two species, Borboryctis euryae and Caloptilia cecidophora. We have demonstrated that these two species have a particular intermediate life-style between leaf-miner and gall-inducer. The proliferative tissue in the B. euryae mine is similar to a gall and the larvae of C. cecidophora undergo a transition from leaf-miner to gall-inducer during their development. Field work has uncovered new gall-inducing Caloptilia species, and their phylogenetic study has shown that they form a monophyletic group. Finally, exploiting the transition of feeding habit of C. cecidophora as well as its phylogenetic context, we applied a comparative intra- and inter-species transcriptomic approach to search for candidate effectors involved in gall induction.

Knochenmarks-Stromazellen sind in den letzten Jahren in den Fokus der Forschung gerückt. Es konnte gezeigt werden, dass sie durch Bereitstellung von Überlebenssignalen essenziell für die Erhaltung hämatopoetischer Nischen sind. Stromales Interleukin-7 (IL-7) konnte dabei für T Zellen als Überlebenssignal identifiziert werden. Gemeinsam ist allen Stromazellen die Expression des Oberflächenmarkers CD106/VCAM-1. Ein effizientes Protokoll erlaubte die qualitative wie quantitative Isolation von Stromazellen aus dem murinen Knochenmark mit anschließender ex vivo Microarray-Analyse. Die auf diese Weise ermittelten Kandidaten-Marker wurden auf Proteinebene via Histologie und (Hochdurchsatz-) Durchflusszytometrie validier. Dazu gehören z.B. die Marker CD1d, gas6 oder ANXA2R. CD1d wurde als guter Interimsmarker für VCAM-1+PECAM-1- Stromazellen identifiziert, wohingegen die IL-7-Produzenten in der Population von CD200int/BP 1+/CD73+/CD105- angereichert sind. Gleiches gilt für den Transkriptionsfaktor Prrx1. CD55, BP-1 and Cadherin-11 zeigten eine Expressionsmuster in Abhängigkeit des verwendeten IL-7-Reportermaus-Haplotyps. Für BP-1 und Cadherin 11 konnte die Abwesenheit von reifen Lymphozyten als Ursache des Feedbacks ausgeschlossen werden. Die Haplotypen der Reportermaus legten auch eine monoallele Expression des IL-7 nahe. Die Ergebnisse dieser Arbeit zeigen VCAM-1+ (IL-7+/-) Stromazellen als heterogene Population, wenn es nach der Vielzahl der möglichen exprimierten Marker geht. Zwischen vielen dieser Marker gibt es aber wiederum auf Zelloberflächenebene einen großen Überlapp. Die funktionelle Relevanz dieser Oberflächenmarker-Diversität wird in weiteren Arbeiten zu klären sein, gibt aber den Stromazellen ein breites Repertoire vor, um Interaktionen mit Lymphozyten zu initiieren, modulieren und inhibieren. Abschließend ist zu erwarten, dass diese Erkenntnisse in die klinische Behandlung der Stroma-Nischen in Autoimmun-Fragestellungen einfließen. / Bone marrow stromal cells receive increasing amounts of attention lately. They have been shown to support survival of hematopoietic stem cells as well as memory lymphocytes which is of great importance when targeting the perseverance of autoimmune diseases. CD4+ memory T lymphocytes reside in the proximity of VCAM-1 expressing stromal cells which provide them with survival signals such as Interleukin-7. Herein, a protocol was developed to quantitatively obtain VCAM-1+ and VCAM-1+ IL-7+/- stromal cells via enzymatic/mechanic digestion and cytoskeleton-inhibition. Ex vivo gene expression analysis was performed from sorted, pure cells with good recovery. Candidate genes/markers were validated in (high-throughput) flow cytometry and histological analysis including subsequent semi-automated colocalization was performed. CD1d was found to be good surrogate marker for VCAM-1+PECAM-1- non-endothelial stroma while the population of CD200int/BP-1+/CD73+/CD105- stromal cells is greatly enriched in IL-7 producers which was equally true for the stromal transcription factor Prrx1. CD55, BP-1 and Cadherin-11 were found to be differentially expressed in differing IL-7 reporter mice haplotypes. The reporter mice haplotypes revealed monoallelic expression features of IL-7. All methodologies suggest that VCAM-1+ as well as IL-7+/- stromal cells are heterogeneous by marker expression yet don’t cluster extensively in flow cytometry co-stains. The functional relevance of the marker diversity described in this thesis remains to be tested but insinuates a broad repertoire for bone marrow stroma cells for new interaction pathways with lymphocyte subsets. Ultimately, this knowledge will hopefully feedback to clinical questions of autoimmunity for targeted treatment of stromal niches.

Les systèmes sexuels et les mécanismes responsables de la détermination du sexe chez les animaux sont issus de stratégies diverses. Cette incroyable diversité se reflète notamment chez les bivalves, où autant les facteurs génétiques qu’environnementaux y jouent un rôle, avec des espèces utilisant divers modes de reproduction, tels que le gonochorisme ou l’hermaphroditisme simultané ou séquentiel. La découverte la plus notable est celle d’un système de déterminisme sexuel unique qui impliquerait les mitochondries. Spécifiquement, un système de transmission sexe-spécifique de l’ADN mitochondrial, connu sous le nom de DUI (« Double Uniparental Inheritance » ou double transmission uniparentale), serait lié au maintien du gonochorisme chez certaines espèces de bivalves. La DUI implique un ADN mitochondrial qui est transmis de façon maternelle (ADNmt F) aux femelles et aux mâles, et l’autre transmis de façon paternelle (ADNmt M) aux mâles seulement. Les ADNmt F et M chez les espèces à DUI sont caractérisés par des traits uniques, comme une modification du gène cox2, ou encore la présence de nouveaux gènes associés à chacun des génomes mitochondriaux (des gènes sexe-spécifiques) qui ont une fonction autre que la production d’énergie contrairement aux autres gènes mitochondriaux typiques. Le lien entre la DUI et la détermination du sexe étant encore flou, trois approches ont été proposées pour aider à le démystifier, chacune des approches constituant un chapitre de cette thèse. Les deux premiers chapitres se sont concentrés sur des espèces de moules d’eau douce de l’ordre des Unionida, où une corrélation entre gonochorisme et DUI et hermaphroditisme et SMI (« Strictly Maternally Inheritance » ou transmission strictement maternelle) a été décrite. La première approche consistait à produire une analyse transcriptomique comparative entre les gonades mâles et femelles de deux espèces à DUI gonochoriques, Venustaconcha ellipsiformis et Utterbackia peninsularis (famille Unionidae), pour mieux comprendre les mécanismes sous-jacents à la détermination du sexe et à la DUI chez ces bivalves. Cette étude a révélé 12 000 gènes orthologues, avec 2 583 gènes différentiellement exprimés chez les deux espèces, dont les gènes Sry, Dmrt1 et Foxl2 connus pour être des éléments clés dans la détermination du sexe chez les vertébrés et d’autres bivalves. Nos résultats ont aussi été comparés avec d’autres espèces à DUI, notamment avec la palourde marine Ruditapes philippinarum, pour identifier des éléments partagés entre des espèces éloignées qui pourraient être responsables de la régulation de la DUI. Globalement, ces résultats corroborent l'hypothèse selon laquelle un mécanisme d'ubiquitination modifié pourrait être responsable de la rétention de l'ADNmt paternel chez les bivalves mâles. Les analyses ont aussi révélé que la méthylation de l'ADN pourrait être impliquée dans la régulation de la DUI. Une deuxième analyse transcriptomique comparative a été réalisée afin de discerner les mécanismes sous-jacents à la détermination du sexe et à la DUI, mais cette fois-ci entre l’espèce à DUI gonochorique U. peninsularis et l’espèce proche parente à SMI hermaphrodite U. imbecillis. Cette étude a permis de supporter l’hypothèse d’une implication des mécanismes d’ubiquitination et de méthylation dans la régulation de la DUI, ainsi que de confirmer un rôle des gènes conservés liés à la détermination du sexe également chez les bivalves hermaphrodites. Nos résultats ont également révélé de nouveaux gènes candidats ayant des rôles potentiels dans la DUI, y compris des nucléases et des facteurs impliqués dans l’autophagie / mitophagie. Finalement, afin d’identifier des éléments génétiques mitochondriaux qui pourraient faire partie des mécanismes sous-jacents à la DUI et la détermination du sexe chez les bivalves, nous avons séquencé les ADNmt F et M complets de deux nouvelles espèces à DUI de deux familles de l’ordre des Venerida, Scrobicularia plana (famille Semelidae) et Limecola balthica (famille Tellinidae). En effet, la description complète des ADNmt chez les espèces à DUI a été effectuée chez plusieurs espèces de moules d’eau douce (ordre Unionoida), mais peu d’espèces l’ont été pour les ordres Mytilida et Venerida. Ces études sont essentielles pour retracer des signatures génétiques mitochondriales partagées par différentes espèces à DUI. Nos résultats ont révélé les plus grosses différences de taille (>10kb) et de divergence nucléotidique (jusqu’à 50% de divergence) entre les ADNmt M et F, parmi toutes les espèces à DUI. Ces différences de taille sont principalement dues à une immense insertion (>3.5kb) dans la séquence du gène cox2 du génome mitochondrial M, chez nos deux espèces, un trait précédemment décrit chez les moules d’eau douce. Le gène cox2 des mâles de S. plana est la plus longue séquence à travers le règne animal. Une autre fonctionnalité importante portés par les ADNmt F et M est la présence de nouveaux gènes spécifiques au sexe, comme reportée chez toutes les autres espèces à DUI jsuqu’à maintenant. Les résultats combinés de cette thèse soutiennent le partage de plusieurs éléments génétiques clés entre les espèces à DUI. De plus, un parallèle avec le système CMS (« Cytoplasmic Male Sterility » ou stérilité cytoplasmique mâle) chez les plantes, les seuls autres organismes possédant un déterminisme sexuel qui implique les mitochondries, est proposé pour expliquer le rôle de l’ADNmt dans la détermination du sexe chez les espèces de bivalves à DUI. / Sexual systems and sex determining mechanisms described among animals are extraordinarily diverses. This amazing diversity is present in bivalves where both environment and genetic factors occur, leading to, among others, gonochoric and simultaneous or sequential hermaphroditic species. The most impressive discovery is a sex-determining system that would involve mitochondria. Specifically, a unique mitochondrial DNA inheritance system, known as Doubly Uniparental Inheritance (DUI), would be related to the maintenance of gonochorism in some bivalve species. DUI involves two mitochondrial DNA lineages, one that is maternally transmitted (F mtDNA) to females and males, and the other that is transmitted paternally (M mtDNA) to males only. The F and M mtDNAs, in DUI species, are characterized by unique traits, such as a modification of the cox2 gene, or the presence of new genes associated with each of the mitochondrial genomes (sex-specific genes) that have a function other than energy production, unlike other typical mitochondrial genes. Since the link between DUI and sex determination is still unclear, three approaches have been proposed to help demystify it, with each of the approaches constituting a chapter of this thesis. The first two chapters focused on freshwater mussel species of the order Unionida, where a correlation between gonochorism and DUI and hermaphroditism and SMI (Strictly Maternally Inheritance) was described. The first approach was to produce a comparative transcriptomic analysis between the male and female gonads of two gonochoric DUI species; Venustaconcha ellipsiformis and Utterbackia peninsularis (Unionidae family), to better understand the mechanisms underlying sex determination and DUI in these bivalves. This study revealed 12,000 orthologous genes, with 2 583 genes differentially expressed in both species, including Sry, Dmrt1, and Foxl2 known to be key sex-determining genes in vertebrates and other bivalve species. Our results were also compared with other DUI species, including the marine clam Ruditapes philippinarum, to identify shared elements between distant species that may be responsible for DUI regulation. Overall, these results support the hypothesis that a modified ubiquitination mechanism may be responsible for the retention of paternal mtDNA in male bivalves. The analyzes also revealed that DNA methylation could be involved in DUI regulation. 7 A second comparative transcriptomic analysis was performed to discern the mechanisms underlying sex determination and DUI between the gonochoric DUI species, U. peninsularis, and the closely related SMI hermaphroditic species, U. imbecillis. This study supported the hypothesis of an involvement of ubiquitination and methylation mechanisms in DUI regulation, as well as confirmed a role of conserved genes related to sex determination in hermaphroditic bivalves. Our results also revealed novel candidate genes with potential roles in DUI, including nucleases and factors involved in autophagy / mitophagy mechanisms. Finally, to identify mitochondrial genetic elements that could be part of the mechanisms underlying DUI and sex determination in bivalves, we sequenced the complete F and M mtDNAs of two new DUI species, from two families of the order Venerida; Scrobicularia plana (Semelidae family) and Limecola balthica (Tellinidae family). The complete description of mtDNAs in DUI species has been carried out for several species of freshwater mussels (Unionoida order), but very few species have been described for the orders Mytilida and Venerida. Such studies are essential for tracing mitochondrial genetic signatures shared by different DUI species. Our results revealed the largest differences in size (>10kb) and nucleotide divergence (up to 50% divergence) between M and F mtDNAs, among all DUI species. These differences in size are mainly due to a huge insertion (> 3.5kb) in the cox2 gene of the M mtDNA from both species, a trait previously described in freshwater mussels. The cox2 gene in S. plana males represents the longest cox2 sequence across the animal kingdom. Another important feature of F and M mtDNAs is the presence of new sex-specific genes, as reported in all other DUI species so far. The combined results of this thesis support the sharing of several key genetic elements among DUI species. In addition, a parallel with the Cytoplasmic Male Sterility (CMS) system in plants, the only other organisms with a sex determination system that involves mitochondria, is proposed to explain the role of mtDNA in sex determination in DUI bivalve species.

No description available.

The Gram-negative aerobic coccobacillus Bordetella pertussis is one of the few exclusively human pathogens and the main causative agent of the respiratory infectious disease called pertussis, or whooping cough. Despite global vaccination programs, pertussis remains an important public-health burden and still accounts for over 100,000 infant deaths and over a dozen of millions of whooping cough cases every year. Substantial effort is devoted to studies on the mechanisms of action of virulence factors of B. pertussis, but the biology of interactions of B. pertussis with its human host remains largely underexplored. Evolution, genetics and adaptation of B. pertussis to the complex environment of human nasopharynx and the mechanisms enabling B. pertussis to overcome host innate and adaptive mucosal immune defenses, remain poorly understood. In such situations, unbiased exploratory omics approaches represent valuable tools for uncovering of unknown aspects of host-pathogen interactions and open the path to detailed analysis of virulence-underlying processes by mechanistic studies. In this thesis, I am presenting the results of three omics projects on B. pertussis biology that involved high-throughput proteomics. In the inital phosphoprotemics project, we analyzed the kinase signaling pathways hijacked...

As plastic pollution increases, top marine predators such as marine mammals are becoming increasingly susceptible to plastic particles and their additives. Plastic particles have been found in gastrointestinal tracts and scat of many marine mammals, and quantifying plastic pollution in those that are pelagic can provide insight into plastic pollution in mesopelagic ecosystems that are just beginning to be analyzed. Adapting well-developed laboratory techniques for microplastic (MP) isolation (i.e. density separation and chemical digestion), I isolated MPs from the scat of the deepest diving pinniped, the northern elephant seal (NES), and found that100% of scat samples (n=11) contained high counts of MPs compared to other pinnipeds. Further, as plastic particles move through the digestive tract and potentially translocate into the circulation, body cells may be exposed to these plastic particles. Nanoplastics (NPs;<1μm) have been shown to affect cell viability and redox homeostasis in fish and human cells, while the lipophilic additives bisphenol-a (BPA) and bisphenol-s (BPS) used in plastics production are known endocrine disruptors. However, the effects of plastics (NPs) and plastics additives (BPA and BPS) have not been well-studied in marine mammals. To assess the direct impacts of NPs on marine mammal cells, I exposed fibroblasts isolated from NES skin (n=6 experiments) to polystyrene NPs of two different sizes (0.05μm and 0.5μm) and concentrations (3.64x109 and 3.64x1010 particles/mL) and did not find consistent effects on morphology and viability. Cell viability, which was quantified by an MTT assay, decreased as a result of NP exposure in two experimental replicates, but these results were not reproducible. I found that NPs did not have consistent effects on the morphology or viability of NES fibroblasts, regardless of their size or concentration. Lastly, I examined the effects of plastic additives on the physiology of marine mammal blubber tissue, the primary energy depot and reservoir of lipophilic pollutants. Precision-cut NES blubber slices were exposed to BPA and BPS, alone and in combination with the lipolytic hormone epinephrine, and I assessed their effects on the blubber transcriptome. I found that while BPA and BPS treatments alone did not have a pronounced effect on gene expression, they altered the expression of several genes associated with lipid homeostasis and adipogenesis. These data suggest that NES likely ingest MPs and maybe physiologically affected by exposure to plastic particles and their associated contaminants.

The mortality rate is high for cancer patients and treatments are only efficient in a fraction of patients. To be able to cure more patients, new treatments need to be invented. Immunotherapy activates the immune system to fight against cancer and one treatment targets immune checkpoints. If more targets are found, more patients can be treated successfully. In this project, interactions between immune and cancer cells that drive tumour growth were investigated in an attempt to find new potential targets. This was achieved by creating a machine learning model that finds genes expressed in cells involved in tumour-driving interactions. Single-cell RNA sequencing and spatial transcriptomic data from breast cancer patients were utilised as well as single-cell RNA sequencing data from healthy patients. The tumour rate was based on the cumulative expression of G2/M genes. The G2/M related genes were excluded from the analysis since these were assumed to be cell cycle genes. The machine learning model was based on a supervised variational autoencoder architecture. By using this kind of architecture, it was possible to compress the input into a low dimensional space of genes, called a latent space, which was able to explain the tumour rate. Optuna hyperparameter optimizer framework was utilised to find the best combination of hyperparameters for the model. The model had a R2 score of 0.93, which indicated that the latent space was able to explain the growth rate 93% accurately. The latent space consisted of 20 variables. To find out which genes that were in this latent space, the correlation between each latent variable and each gene was calculated. The genes that were positively correlated or negatively correlated were assumed to be in the latent space and therefore involved in explaining tumour growth. Furthermore, the correlation between each latent variable and the growth rate was calculated. The up- and downregulated genes in each latent variable were kept and used for finding out the pathways for the different latent variables. Five of these latent variables were involved in immune responses and therefore these were further investigated. The genes in these five latent variables were mapped to cell types. One of these latent variables had upregulated immune response for positively correlated growth, indicating that immune cells were involved in promoting cancer progression. Another latent variable had downregulated immune response for negatively correlated growth. This indicated that if these genes would be upregulated instead, the tumour would be thriving. The genes found in these latent variables were analysed further. CD80, CSF1, CSF1R, IL26, IL7, IL34 and the protein NF-kappa-B were interesting finds and are known immune-modulators. These could possibly be used as markers for pro-tumour immunity. Furthermore, CSF1, CSF1R, IL26, IL34 and the protein NF-kappa-B could potentially be targeted in immunotherapy.

Durant le développement préimplantatoire, les défauts de ségrégation des chromosomes conduisent à l'héritage d'un nombre incorrect de chromosomes, connu sous le nom d'aneuploïdie, qui provoque l'infertilité. L’imagerie à intervalle du développement préimplantatoire est introduite pour sélectionner le meilleur embryon et des efforts sont en cours pour utiliser l'imagerie non invasive pour identifier les ovocytes euploïdes en métaphase-II comme prédicteur de la viabilité future de l'embryon. Il est déjà bien établi que les ovocytes de mammifères en métaphase-II subissent des mouvements cytoplasmiques stéréotypés qui peuvent être visualisés par imagerie non invasive à fond clair à intervalle, appelée « flux cytoplasmique ». Ici, nous avons émis l'hypothèse que le flux cytoplasmique pourrait être affecté par le statut de ploïdie de l'ovule et donc être un outil de sélection utile pour sélectionner les ovules euploïdes de manière non invasive. Nous avons développé des conditions pour générer des ovules euploïdes et aneuploïdes à partir du même bassin d'ovocytes sains. Nous avons ensuite utilisé la microscopie d'imagerie en temps réel DIC, permettant de visualiser et de mesurer le flux cytoplasmique sans manipulation de l'ovule. Les mouvements cytoplasmiques ont été liés au statut de ploïdie pour chaque ovule individuel par immunofluorescence. Nos résultats montrent qu'il n'y a pas de différence de flux cytoplasmique entre les ovules euploïdes et aneuploïdes. Nos données démontrent que l'état de la ploïdie n'a pas d'impact sur les mouvements cytoplasmiques, suggérant que l'utilisation d'une imagerie non invasive pour essayer de distinguer l'état de la ploïdie entre des ovocytes autrement sains sera difficile. / Chromosome segregation errors during early development lead to inheritance of incorrect number of chromosomes, known as aneuploidy, which causes infertility and birth defects. Time-lapse microscopy of preimplantation development is being widely introduced with the aim of selecting the best embryo and efforts to use non-invasive brightfield imaging to identify euploid oocytes at metaphase-II as a predictor of future embryo viability are underway. It is already well established that mammalian metaphase-II oocytes undergo stereotyped cytoplasmic movements that can be visualised by non-invasive brightfield timelapse imaging, termed “cytoplasmic flow”. Here, we hypothesised that this cytoplasmic flow might be affected by ploidy status of the egg and therefore be a useful selection tool to select euploid eggs non-invasively. To address this, we developed conditions to generate euploid and aneuploid eggs from the same pool of otherwise healthy oocytes. We then used DIC live-imaging microscopy, which allowed us to visualise and measure flow without any manipulation to the egg. Importantly, individual eggs were scored for their ploidy status by immunofluorescence, so that cytoplasmic movements could be related to ploidy on an egg-by-egg basis. Our results show that there is no difference in cytoplasmic flow between euploid and aneuploid eggs. Therefore, our data demonstrates that ploidy status does not impact biologically relevant stereotyped cytoplasmic movements, suggesting that using non-invasive imaging to try to distinguish ploidy status between otherwise healthy oocytes will be challenging.

Le rythme impressionnant auquel les technologies de séquençage progressent est alimenté par leur promesse de révolutionner les soins de santé et la recherche biomédicale. Le séquençage par nanopores est devenu une technologie attrayante pour résoudre des lacunes des technologies précédentes, mais aussi pour élargir nos connaissances sur le transcriptome en générant des lectures longues qui simplifient l’assemblage et la détection de grandes variations structurelles. Au cours du processus de séquençage, les nanopores mesurent les signaux de courant électrique représentant les bases (A, C, G, T) qui se déplacent à travers chaque nanopore. Tous les nanopores produisent simultanément des signaux qui peuvent être analysés en temps réel et traduits en bases par le processus d’appel de bases. Malgré la réduction du coût de séquençage et la portabilité des séquenceurs, le taux d’erreur de l’appel de base entrave leur mise en oeuvre dans la recherche biomédicale. Le but de ce mémoire est de classifier des séquences d’ARNm individuelles en différents groupes d’isoformes via l’élucidation de motifs communs dans leur signal brut. Nous proposons d’utiliser l’algorithme de déformation temporelle dynamique (DTW) pour l’alignement de séquences combiné à la technologie nanopore afin de contourner directement le processus d’appel de base. Nous avons exploré de nouvelles stratégies pour démontrer l’impact de différents segments du signal sur la classification des signaux. Nous avons effectué des analyses comparatives pour suggérer des paramètres qui augmentent la performance de classification et orientent les analyses futures sur les données brutes du séquençage par nanopores. / The impressive rate at which sequencing technologies are progressing is fueled by their promise to revolutionize healthcare and biomedical research. Nanopore sequencing has become an attractive technology to address shortcomings of previous technologies, but also to expand our knowledge of the transcriptome by generating long reads that simplify assembly and detection of large structural variations. During the sequencing process, the nanopores measure electrical current signals representing the bases (A, C, G, T) moving through each nanopore. All nanopores simultaneously produce signals that can be analyzed in real time and translated into bases by the base calling process. Despite the reduction in sequencing cost and the portability of sequencers, the base call error rate hampers their implementation in biomedical research. The aim of this project is to classify individual mRNA sequences into different groups of isoforms through the elucidation of common motifs in their raw signal. We propose to use the dynamic time warping (DTW) algorithm for sequence alignment combined with nanopore technology to directly bypass the basic calling process. We explored new strategies to demonstrate the impact of different signal segments on signal classification. We performed comparative analyzes to suggest parameters that increase classification performance and guide future analyzes on raw nanopore sequencing data.

The natural environments of organisms present a multitude of biotic and abiotic challenges that require both short-term ecological and long-term evolutionary responses. Though most environmental response studies have focused on effects at the ecosystem, community and organismal levels, the ultimate controls of these responses are located in the genome of the organism. Soil nematodes are highly responsive to, and display a wide variety of responses to changing environmental conditions, making them ideal models for the study of organismal interactions with their environment. In an attempt to examine responses to environmental stress (desiccation and freezing), genomic level analyses of gene expression during anhydrobiosis of the Antarctic nematode Plectus murrayi was undertaken. An EST library representative of the desiccation induced transcripts was established and the transcripts differentially expressed during desiccation stress were identified. The expressed genome of P. murrayi showed that desiccation survival in nematodes involves differential expression of a suite of genes from diverse functional areas, and constitutive expression of a number of stress related genes. My study also revealed that exposure to slow desiccation and freezing plays an important role in the transcription of stress related genes, improves desiccation and freezing survival of nematodes. Deterioration of traits essential for biological control has been recognized in diverse biological control agents including insect pathogenic nematodes. I studied the genetic mechanisms behind such deterioration using expression profiling. My results showed that trait deterioration of insect pathogenic nematode induces substantial overall changes in the nematode transcriptome and exhibits a general pattern of metabolic shift causing massive changes in metabolic and other processes. Finally, through field observations and molecular laboratory experiments the validity of the growth rate hypothesis in natural populations of Antarctic nematodes was tested. My results indicated that elemental stoichiometry influences evolutionary adaptations in gene expression and genome evolution. My study, in addition to providing immediate insight into the mechanisms by which multicellular animals respond to their environment, is transformative in its potential to inform other fundamental ecological and evolutionary questions, such as the evolution of life-history patterns and the relationship between community structure and ecological function in ecosystems.