La hernie est une maladie racinaire affectant les Brassica, causée par Plasmodiophora brassicae. Le déploiement de variétés présentant des facteurs génétiques de résistances est le moyen de lutte principal contre cette maladie. Toutefois, l’efficacité de ces variétés résistantes dans les nouveaux systèmes d’agriculture durable, à bas intrant azoté, est encore à évaluer. Dans ce contexte, les questions de recherche posées dans cette thèse sont les suivantes : i) La modulation de la résistance à la hernie par la réduction de l’apport azoté est-elle génotype/isolat dépendante ? ii) Y-a-t-il un effet de la réduction des apports azotés sur l’architecture génétique de la résistance à la hernie chez le colza ? iii) Quels sont les réponses transcriptomiques et métabolomiques impliquées dans la réduction du développement des symptômes en condition de carence azotée ? Le criblage de la réponse de nombreux génotypes de colza vis-à-vis de plusieurs isolats de P. brassicae a été réalisé dans deux conditions de fertilisation azotée (8 mM et 1 mM de nitrate). Basé sur ces expériences, le contrôle génétique du développement des symptômes et de la production des spores de repos lors de l’infection par deux isolats (eH et K92-16) a été étudié par génétique de liaison chez une population biparentale et par génétique d’association chez un panel de colza d’hiver. Enfin, les réponses moléculaires impliquées dans la réduction du développement des symptômes observée chez le génotype ‘Yudal’ en condition 1mM ont été étudiées par des méthodes de RNA-seq et de métabolomique. L’impact de la fertilisation azotée sur la quantité de symptômes et la production de spores de repos est variable selon la combinaison génotype/isolat. Les modulations observées entraînent une augmentation de la résistance en condition 1mM. La fertilisation azotée module également l’effet (R2) de certains des Quantitative Trait Loci (QTL) impliqués dans la résistance. Dans le cas de l’isolat eH, elle affecte principalement l’effet des QTL C09 et C02. L’augmentation de résistance observée chez le génotype ‘Yudal’ en condition 1mM, vis-à-vis de l’isolat eH, semble liée à la surexpression de gènes impliqués dans l’assimilation des nitrates (famille NRT2) et dans le transport de l’auxine. / Clubroot is a Brassica root disease caused by Plasmodiophora brassicae. The use of varieties including genetic resistance factors is the most efficient strategy to manage clubroot disease. However, efficiency of these resistant varieties newly integrated in low-input agricultural systems (especially low nitrogen input) needs to be evaluated. In this context, the research questions investigated in this thesis are: i) Is clubroot resistance modulation by nitrogen fertilization genotype/isolate dependent? ii) Is there an effect of nitrogen fertilization reduction on the genetic architecture of clubroot resistance in rapeseed? iii) What are the transcriptomic and metabolomic responses implicated in symptom reduction under low nitrogen fertilization? To answer these questions, clubroot responses of several rapeseed genotypes were screened using different P. brassicae isolates under two nitrogen fertilizations (8mM and 1mM of nitrate). Based on this experiment, genetic control of symptom development and resting spore production during inoculation using two isolates (eH and K92-16) was studied by linkage analyses using a bi-parental population and by genome wide association using a winter rapeseed diversity set. Last, molecular responses implicated in symptom development, observed in ‘Yudal’ genotype under 1mM condition, were studied using RNA-seq and metabolomic methods. We revealed that impact of nitrogen fertilization on symptom quantity and resting spore production are dependent to genotype/isolate combination. Modulations observed were characterized by an increase of resistance under 1mM condition. Additionally, nitrogen fertilization modulates also the effect (R²) of some Quantitative Trait Loci implicated in clubroot resistance (QTL). Using eH isolate, nitrogen fertilization principally impacts C09 QTL and C02 QTL effects. Ultimately, increase of resistance observed on ‘Yudal’ genotype under 1mM condition, using eH isolate, seems to be related with overexpression of genes implicated in nitrate assimilation (NRT2 family) and auxin transport.

Listeria monocytogenes é um bastonete Gram-positivo, anaeróbio facultativo, psicrotrófico, patogênico a humanos e transmitido por alimentos. É causador da listeriose, doença severa que acomete grupos de risco específicos, tais como idosos, imunocomprometidos, gestantes, crianças e recém-nascidos. Neste trabalho foi investigada a expressão diferencial de L. monocytogenes na presença de óleo essencial extraído de Baccharis psiadioides, planta da família Asteraceae popularmente chamada de “alecrim-do-campo”, “vassoura” ou “erva formiga”, utilizada pela população como planta medicinal. Além disso, os genomas de dois diferentes sorotipos de L. monocytogenes, frequentemente associados a surtos de listeriose, foram sequenciados através de plataforma MiSeq Illumina, sequências estas depositadas no GenBank, e comparados com genomas de referência. Anteriormente à execução das análises genômica e transcriptômica, foi determinada a composição do óleo essencial extraído de B. psiadioides utilizado nos experimentos, através de cromatografia gasosa com espectrômetro de massa (GC – MS), a qual demonstrou uma maior quantidade de β-pineno na fração composta majoritariamente por monoterpenos, composto este frequentemente encontrado em plantas medicinais aromáticas e apontado como um dos responsáveis pelo potencial antimicrobiano das mesmas. Os demais resultados obtidos no presente trabalho indicam que o óleo essencial testado apresenta potencial ação bacteriostática na concentração estudada, sendo que genes relacionados à virulência do microrganismo foram menos transcritos na sua presença, ao contrário do que foi observado para genes de resposta ao estresse, que apresentaram maiores níveis de transcrição nesta condição. A comparação genômica entre os genomas bacterianos sequenciados neste trabalho e as cepas referência sugere um maior número de proteínas expressas em L. monocytogenes do sorotipo 4b relacionadas à defesa e metabolismo do microrganismo, indicando mecanismos que podem estar envolvidos com a capacidade deste sorotipo estar mais envolvido nos casos humanos de listeriose. / LLiisstteerriiaa mmoonnooccyyttooggeenneess is a Gram-positive rod-shaped microorganism, facultative anaerobic, psychrotrophic, pathogenic to humans and transmitted by food. It causes listeriosis, a severe disease that affects specific risk groups such as elderly, immunocompromised, pregnant women, children and newborns. In this study, differential expression of LL.. mmoonnooccyyttooggeenneess in the presence of essential oil extracted from BBaacccchhaarriiss ppssiiaaddiiooiiddeess, a plant from AAsstteerraacceeaaee family popularly named as "alecrim-do-campo", "vassoura" or "erva formiga" used by population as a medicinal plant, was investigated. In addition, the genomes of two different LL.. mmoonnooccyyttooggeenneess serotypes, often associated with listeriosis outbreaks, were sequenced through the MiSeq Illumina platform. These sequences were deposited in GenBank and compared with reference genomes. Prior to the execution of genomic and transcriptomic analyzes, composition of the essential oil extracted from BB.. ppssiiaaddiiooiiddeess used in the experiments was determined by gas chromatography with mass spectrometer (GC-MS), which demonstrated a higher amount of β-pinene in the fraction composed mainly by monoterpenes. This compound is often found in aromatic medicinal plants and also pointed as one of those responsible for their antimicrobial potential. The other results obtained in the present study indicate that the essential oil tested has a potential bacteriostatic activity at the concentration studied, and genes related to the virulence of the microorganism were less transcribed in its presence, contrary to what was observed for stress response genes, which presented higher transcription levels on that condition. Comparative genomics between the bacterial genomes sequenced in this work and the reference strains suggests a higher number of proteins expressed in LL.. mmoonnooccyyttooggeenneess serotype 4b related to the defense and metabolism of the microorganism, indicating mechanisms that may be involved with the greater ability of this serotype to cause human listeriosis.

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.

Filariasis and onchocerciasis are debilitating diseases affecting 120 million people globally. The massive socio-economic impact of these diseases energized the international community to declare a goal of eliminating filariasis 2020. This resulted in a dramatic increase in the efforts to eliminate filariasis and onchocerciasis, employing a strategy of mass drug administration (MDA). However, these programs rely upon the small arsenal of drugs. This leaves these programs vulnerable to failure in the face of developing resistance and local intolerance to the current drug regimens. Thus, new drugs against these infections are critically needed. A homologue of the ecdysone receptor (EcR), a master regulator of development in insects, has been identified in B. malayi. The potential of the EcR as a drug target has been underscored by work in the agricultural industry, where insecticides targeting the ecdysone developmental pathway are effective and non-toxic to non-target species. As the EcR is absent in humans, it represents an attractive potential chemotherapeutic target. The first study investigates the hypothesis that the ecdysone receptor controls the embryogenesis and molting in the filarial parasite. In-vitro embryogram and in-vivo phenotypic studies were conducted to delineate the effect of 20-hydroxyecdysone on the Brugia malayi parasites. The results suggest that the hormone accelerates embryogenesis and causes precocious molts, resulting in the death of the parasite. Further, transcriptomic and proteomic analysis of the ecdysone treated worms provided evidence that the up-regulated genes participate in embryogenesis. Based upon the validation of the ecdysone receptor as a potential drug target, subsequent studies focused on the development of a drug discovery model to screen for agonists and antagonists of the B. malayi ecdysone receptor. A stable cell line was created to aid the high throughput screening to rapidly identity agonist and antagonist compounds. A total of 7 agonists and 2 antagonists were identified. A homology model of the BmEcR ligand-binding domain was created as an alternate method for virtual screening of small molecules as well as to study the ligand-receptor interactions. The hits identified with the assay were docked in the active site of the BmEcR homology model providing an excellent correspondence of data between the molecular assay and the virtual screening method.

CoordenaÃÃo de AperfeiÃoamento de Pessoal de NÃvel Superior / Amburana cearensis (cumaru) Ã uma leguminosa subutilizada da Caatinga. O alto teor proteico das sementes faz delas uma possÃvel nova fonte de proteÃnas alimentares. Foram determinadas as melhores condiÃÃes de extraÃÃo proteica para posterior produÃÃo do isolado proteico de cumaru (IPAc). As anÃlises tambÃm foram conduzidas com a farinha delipidada (FDAc) e com um isolado proteico de soja comercial (IPS). IPAc apresentou teor proteico > 90% e composiÃÃo de aminoÃcidos comparÃvel a IPS, com notÃvel deficiÃncia em metionina. Foram determinadas algumas propriedades funcionais para predizer sua adequaÃÃo como ingrediente na indÃstria alimentÃcia. Os resultados para FDAc, IPAc e IPS foram, respectivamente: solubilidade 20-79; 9-99 e 3-76%; capacidade de retenÃÃo de Ãgua 1,7; 3,9 e 7,5 g/g; capacidade de retenÃÃo de Ãleo 1,5; 6,3 e 1,6 g/g; capacidade emulsificante / estabilidade 52 / 46%; 55 / 51% e 53 / 21%; capacidade espumante / estabilidade 47 / 32%; 65 / 53% e 33 / 8 e menor concentraÃÃo geleificante 18, 16 e 12%. Para investigar se IPAc e IPS apresentam indÃcios de toxicidade, cÃlulas de adenocarcinoma humano foram expostas por 24 h aos isolados. Para comparaÃÃo, tambÃm foi realizada exposiÃÃo com os isolados de soja (IPGm), feijÃo comum (IPPv), feijÃo de porco (IPCe) e mamona (IPRc), a fraÃÃo proteica de mamona (FPRc), as lectinas PHA-E e ConA e o controle quÃmico (Crtl_Quim). O RNA das cÃlulas foi hibridizado em microarranjos contendo o genoma humano completo. Os perfis de expressÃo gÃnica apÃs exposiÃÃo Ãs proteÃnas foram comparados aos de PBS e Crtl_Quim e agrupados hierarquicamente. Crtl_Quim, IPAc e IPGm se mostraram inadequados para a continuaÃÃo das anÃlises por provocar um efeito superestimado. A anÃlise de vias e processos biolÃgicos afetados apontou que genes envolvidos com a biossÃntese de colesterol, estresse do RE e resposta imune foram superexpressos e genes envolvidos com o ciclo celular e replicaÃÃo do DNA foram subexpressos apÃs exposiÃÃo a IPPv, IPCe, PHA-E e ConA. As amostras IPRc e FPRc regularam para cima genes envolvidos com a apoptose e resposta imune e para baixo genes envolvidos com o ciclo celular e sinalizaÃÃo do cAMP. AnÃlise do mapa conectivo mostrou alta correlaÃÃo de ConA, PHA-E e IPCe com drogas bloqueadoras de canais de Ca2+ e de K+; enquanto IPRc e FPRc apresentam funÃÃo biolÃgica semelhante a pelo menos seis drogas inibitÃrias da sÃntese proteica. Conclui-se que IPAc tem grande potencialidade como novo alimento proteico com grande aplicabilidade na indÃstria de alimentos, devendo, no entanto, sofrer modificaÃÃes no mÃtodo de obtenÃÃo visando a melhora na solubilidade e a eliminaÃÃo do sal residual. / Amburana cearensis (cumaru) is an underutilized legume from Caatinga. Because of their high protein content its seeds are a possible novel source of food protein. Were determined the best conditions for protein extraction and preparation of protein isolate (IPAc).Analysis were carried out also with the defatted flour (FDAc) and with a marketed soybean protein isolate (IPS). IPAc showed protein content of 90% and amino acid composition compatible with the IPSâs composition, with remarkable low methionine content. Some functional properties were measured in order to predict the adequacy of the isolates as an ingredient for food industry. The results for FDAc, IPAc and IPS were, respectively: solubility 20-79; 9-99 e 3-76%; water holding capacity 1.7; 3.9 e 7.5 g/g; oil holding capacity 1.5; 6.3 e 1.6 g/g; emulsion formation / stability 52 / 46%; 55 / 51% e 53 / 21%; foamability / stability 47 / 32%; 65 / 53% e 33 / 8; least gelling concentration (LGC) 18, 16 and 12%. In order to investigate whether IPAc e IPS exhibit signs of toxicity, two cell lines of human adenocarcinoma (MCF-7 e Caco-2) were exposed to these isolates as well as to others prepared from soyabean (IPGm), white bean (IPPv), Jack bean (IPCe) and castor bean (IPRc), to the protein fraction from castor bean (FPRc), to the lectins PHA-E and ConA (50 Âg/mL) and to the chemical control (Crtl_Quim). Subcitotoxic doses were determined by viability test to later exposure assay for 24 h. The MCF-7 cellâs RNA were extracted and hybridized to a microarray containing the complete human genome. The expression profiles after the exposition to the proteins were compared to that ones generated after PBS and Crtl_Quim and hierarchicaly clustered. Crtl_Quim, IPAc and IPGm were unsuitable for further analysis by their overestimated effect. Analysis of biological pathways and process showed that genes involved with the cholesterol biosynthesis, ER stress and immune response were upregulated and genes involved with cell cycle and DNA replication were downregulated after exposure of cells to IPPv, IPCe, PHA-E and ConA. The samples IPRc and FPRc upregulated genes involved with apoptosis and immune response and downregulated genes involved with cell cycle and cAMP signaling. Connectivity Map analysis showed high correlation of ConA, PHA-E and IPCe with drugs that are Ca2+ and K+ channel blockers, while IPRc and FPRc showed biological function similar to at least six drugs inhibitors of protein synthesis. Itâs possible to conclude that the IPAc has a high potentiality as a novel protein food with wide applicability in the food industry and should, however, be modified in the method of obtaining aiming the improvement in its solubility and eliminating the residual salt.

Precision medicine provides targeted treatment for an individual patient based on disease mechanisms, promoting health care. Matched transcriptomes derived from a single subject enable uncovering patient-specific dynamic changes associated with disease status. Yet, conventional statistical methodologies remain largely unavailable for single-subject transcriptome analysis due to the "single-observation" challenge. We hypothesize that, with statistical learning approaches and large-scale inferences, one can learn useful information from single-subject transcriptome data by identifying differentially expressed genes (DEG) / pathways (DEP) between two transcriptomes of an individual. This dissertation is an ensemble of my research work in single-subject transcriptome analytics, including three projects with varying focuses. The first project describes a two-step approach to identify DEPs by employing a parametric Gaussian mixture model followed by Fisher's exact tests. The second project relaxes the parametric assumption and develops a nonparametric algorithm based on k-means, which is more flexible and robust. The third project proposes a novel variance stabilizing framework to transform raw gene counts before identifying DEGs, and the transformation strategically by-passes the challenge of variance estimation in single-subject transcriptome analysis. In this dissertation, I present the main statistical methods and computational algorithms for all the three projects, as well as their real-data applications to personalized treatments.

Les études d'association pangénomiques (GWAS) ont permis l'identification de plusieurs dizaines de gènes et de polymorphismes nucléotidiques (SNPs) contribuant au risque de diabète de type 2.Plus généralement, les GWAS ont permis d'identifier des milliers de SNPs contribuant à des maladies complexes chez l'Homme.Cependant, la caractérisation fonctionnelle et les mécanismes biologiques impliquant ces SNPs et ces gènes restent en grande partie à explorer.En effet, les conséquences de ces polymorphismes sont complexes et peu connues. Une conséquence directe est l'altération de la protéine codée par un gène, voire une extinction complète de la transcription du gène (p.ex. via l’introduction d’un codon stop dans la séquence).Par ailleurs, ces polymorphismes peuvent avoir un rôle de régulation dans l'expression des gènes, par exemple, en perturbant la liaison de facteurs de transcription et d'enzymes impliqués dans la méthylation de l'ADN.Malgré des associations fortes des SNPS identifiés, ils ne peuvent expliquer la totalité de l'héritabilité du diabète de type 2, suggérant par le fait même des mécanismes d'interactions entre les différentes couches que représentent la génomique, la transcriptomique et l'épigénomique.Le changement de paradigme en statistique génétique et la disponibilité de données transcriptomiques et épigénomiques sont responsables de l'évolution du domaine, passant des analyses d'associations à des analyses transversales de type multi-omique, et permettant de fournir des éléments de réponse sur l’aspect fonctionnel des SNPs ou des gènes impliqués, et dans certains cas, permettant d'évaluer le lien causal de ces variants sur la pathologie.Les développements et applications méthodologiques proposés dans cette thèse sont variés, allant d’une approche similaire aux GWAS, mettant à profit les données longitudinales disponibles dans certaines cohortes (p.ex. D.E.S.I.R.), au moyen d'un modèle joint; de la caractérisation fonctionnelle de gènes candidats, identifiés par GWAS, dans la sécrétion d'insuline par une étude transcriptomique multi tissu et dans un modèle cellulaire; de l'identification d'un nouveau gène candidat (PDGFA) impliqué dans la dérégulation de la voie de l'insuline dans le diabète de type 2 via des mécanismes épigénétiques et transcriptomiques; et enfin de la caractérisation de l'effet sur le transcriptome de deux substituts du bisphénol A dans un modèle d’adipocyte primaire.L'augmentation des connaissances des processus biologiques dans lesquels sont impliqués les SNPs et gènes identifiés par GWAS pourrait permettre l'élaboration de stratégies diagnostiques plus efficaces, ainsi que l'identification de cibles thérapeutiques pour le traitement du diabète de type 2 et des complications associées (p.ex. insulinorésistance, NAFLD, cancer, etc.). Plus généralement, ces études multi-omiques ouvrent la voie à l'approche émergente que représente la médecine de précision, permettant le traitement et la prévention des pathologies tout en prenant en compte ce qui fait la spécificité d'un individu, à savoir son génome et son environnement, tous deux interagissant sur son transcriptome et son épigénome. / Genome-wide association studies (GWAS) have resulted in the identification of several dozen of genes and single nucleotide polymorphisms (SNPs) contributing to type 2 diabetes.More generally, GWAS have identified thousands of SNPs contributing to complex diseases in humans.However, the functional characterization and biological mechanisms involving these SNPs and genes remain largely to be explored. Indeed, the consequences of these polymorphisms are complex and little known.One direct consequence of the SNPs is the alteration of the protein encoded by a gene, or even a complete transcriptional gene silencing (e.g. codon stop in the sequence). Furthermore, these polymorphisms may have a regulatory role in gene expression, for example, by interfering with the binding of transcription factors and enzymes involved in DNA methylation.Despite the strong associations of identified SNPs, they cannot explain the full heritability of type 2 diabetes, suggesting interactions mechanisms between the different layers of -omics, such as genomics, transcriptomics and Epigenomics.The shift of paradigm in statistical genetics and the availability of transcriptomic and epigenomic data are responsible for the evolution of the discipline, moving from association studies to multi-omics, and providing insights on the functional aspect of the SNPs or genes involved, and in some cases allowing to evaluate the causal link of these variants on the pathology.The methodological developments and their applications proposed in this thesis are various, ranging from a similar approach to GWAS, leveraging the longitudinal data available in some cohorts (e.g. D.E.S.I.R.), using an joint model approach; the functional characterisation of candidate genes in insulin secretion by a multi tissue transcriptomic study and transcriptomic study in a cell model; the identification of a new candidate gene (PDGFA) involved in the deregulation of the insulin\\\'s pathway in type 2 diabetes through epigenetic and transcriptomic mechanisms; and finally, the characterisation of the effect on the transcriptome of two substitutes of bisphenol A in a primary adipocyte model.The increase of knowledge in biological processes involving SNPs and genes identified by GWAS could enable the development of more effective diagnostic strategies, and the identification of therapeutic targets for the treatment of type 2 diabetes and associated complications (e.g., insulin resistance, NAFLD, cancer, etc.).More generally, these multi-omics studies pave the way for the emerging approach of precision medicine, allowing the treatment and prevention of pathologies while taking into account what makes the specificity of an individual, namely his genome and his environment, both interacting on his transcriptome and his epigenome.

In the teleost brain, radial glial cells (RGCs) are the main macroglia and are stem- like progenitors that express key steroidogenic enzymes, including the estrogen- synthesizing enzyme, aromatase B (cyp19a1b). As a result, RGCs are integral to neurogenesis and neurosteroidogenesis in the brain, however little is known about the permissive factors and signaling mechanisms that control these functions. The aim of this thesis is to investigate if the secretogranin-derived neuropeptide secretoneurin (SN) can exert regulatory control over goldfish (Carassius auratus) RGCs. Immunohistochemistry revealed a close neuroanatomical relationship between RGCs and soma of SNa- immunoreactive magnocellular and parvocellular neurons in the preoptic nucleus in both goldfish and zebrafish (Danio rerio) models. Both intracerebroventricular injections of SNa into the third brain ventricle and SNa exposures of cultured goldfish RGCs in vitro show that SNa can reduce cyp19a1b expression, thus implicating SNa in the control of neuroestrogen production. RNA-sequencing was used to characterize the in vitro transcriptomic responses elicited by 1000 nM SNa in RGCs. These data revealed that gene networks related to central nervous system function (neurogenesis, glial cell development, synaptic plasticity) and immune function (immune system activation, leukocyte function, macrophage response) were increased by SNa. A dose-response study using quantitative proteomics indicates a low 10 nM dose of SNa increased expression of proteins involved in cell growth, proliferation, and migration whereas higher doses down- regulated proteins involved in these processes, indicating SNa has dose-dependent regulatory effects. Together, through these altered gene and protein networks, this thesis proposes SNa exerts trophic and immunogenic effects in RGCs. These datasets identified a total of 12,180 and 1,363 unique transcripts and proteins, respectively, and demonstrated that RGCs express a diverse receptor and signaling molecule profile. Therefore, RGCs can respond to and synthesize an array of hormones, peptides, cytokines, and growth factors, revealing a multiplicity of new functions critical to neuronal-glial interactions.

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.

L’infertilité masculine est actuellement considérée comme un problème majeur qui pose une situation alarmante sur la santé publique. L’oligozoospermie, l’asthénozoospermie et la tératozoospermie sont les trois anomalies les plus connues des spermatozoïdes. Elles affectent, respectivement, la densité, la motilité et la morphologie des spermatozoïdes. Un spermatozoïde anormal est très souvent corrélé à des altérations génétiques et épigénétiques qui peuvent affecter considérablement le transcriptome. Dans ce sens, le séquençage aléatoire du transcriptome entier des spermatozoïdes ou RNA-seq constitue un outil puissant pour caractériser ces maladies. Jusqu’à présent, il n’existe aucune étude exploitant des données RNA-seq chez des hommes présentant de telles anomalies spermatiques. L’objectif principal de notre étude fût d’identifier des profils distincts des modifications du transcriptome de chaque phénotype d’infertilité pour ainsi révéler des gènes-signatures qui tamponnent une spermatogenèse pathologiquePour ce faire, les transcriptomes des spermatozoïdes de 60 sujets infertiles atteints soit d’oligozoospermie, d’asthénozoospermie ou de tératozoospermie ont été comparés à ceux de 20 patients fertiles. Ces analyses supervisées nous ont conduit à identifier: (i) les gènes clés spécifiques aux différentes anomalies des spermatozoïdes (ii) les voies de signalisation associées, (ii) les différents longs ARNs non codants dérégulés dans ces anomalies. Au niveau de l’oligozoospermie, les transcrits de spermatozoïdes dérégulés étaient associées à divers stades de la spermatogenèse, y compris le cycle cellulaire méiotique, l’assemblage du complexe synaptonémal, la cohésion des chromatides sœurs, les processus métaboliques de piRNA, le processus catabolique protéique dépendant de la voie de l’ubiquitine, à la réponse aux dommages de l'ADN et particulièrement le processus de fécondation. Quant à l’asthenozoospermia, la spermatogenèse, l’assemblage du cil, des voies métaboliques reliées à la spermatogenèse, la chimiotaxie et la physiologie des cellules immunitaires ont été significativement dérégulés. De plus, ce qui nous a intéressé au plus était l’analyse des transcrits sous-exprimés qui a permis l’identification de nombreux transcrits associées aux modifications des histones. Nous avons aussi mis en évidence une sous expression des gènes différentiellement exprimés qui définit la tératozoospermie. Cette sous expression est associée au système ubiquitine-protéasome, à l’organisation du cytosquelette, au cycle cellulaire, à la SUMOylation en réponse aux dommages de l'ADN et aux protéines de réparation ainsi qu’à de nombreux modulateurs épigénétiques. Les gènes signature de l'oligozoospermie ont été liés au processus de fécondation et les composants de la matrice extracellulaire, tandis que ceux de la tératozoospermie sont liés à la spermatogenèse et la morphogenèse cellulaire, alors que les gènes signature de l'asthénozoospermie sont impliqués dans l'assemblage du ribosome et du flagelle. En complément de cette étude, nous avons réalisé une étude très globale du paysage épigénétique du sperme des hommes infertiles. Nous avons, ainsi comparé les niveaux des espèces réactives de l’oxygène (ERO), de méthylation de l’ADN, ainsi que l’intégrité de la chromatine dans les spermatozoïdes de 30 individus infertiles avec ceux de 33 individus fertiles. Nos analyses montrent des niveaux élevés d’ERO chez les individus infertiles. Ces niveaux sont d’une part négativement corrélés avec les niveaux de méthylation globale de l’ADN et d’autre part négativement corrélés avec ceux de la 5-hydroxyméthylcytosine et de la 5-formylcytosine (intermédiaire dans le processus de déméthylation active). Ces derniers suggèrent qu’une infertilité associée au stress oxydatif conditionne l’épigénome du sperme. En conclusion, l’ensemble de notre travail apporte des ressources précieuses et originales dans la compréhension des pathologies de sperme. / Male infertility is actually considered as a public alarming health problem. The sperm pathologies spectrum ranges between different phenotypes including oligozoospermia, asthenozoospermia and teratozoospermia depending on the sperm conventional parameters abnormalities. Abnormal sperm is characterized by genetic alterations and epigenetic alterations which can affect the transcriptome extensively. These alterations in RNA profiles are retrospectively indicative of aberrant spermatogenic events. RNA-seq is a powerful tool for comprehensive characterization of whole transcriptome. To date, RNA-seq analysis of sperm from infertile men has not been reported. Our objectives are: (i) recognize key clusters, key pathways and specific gene transcripts for different sperm abnormalities; (ii) catalog the spermatozoal lncRNAs in different sperm pathologies; (iii) identify signature genes which are mechanistically important in the cascade of events driving a pathological spermatogenesis; (iii) portray the global epigenetic landscape in sperm from infertile men. Expression data from 60 sperm samples from 3 groups of infertile men (oligozoospermia, asthenozoospermia, and teratozoospermia) were generated on Illumina HiSeq platform, compared to 20 fertiles, and the resulting gene expression patterns were analyzed for functional enrichment. Our supervised analyses identified numerous differentially expressed genes between fertile and infertile men. In oligozoospermia, the deregulated spermatozoal transcripts were associated with various stages of spermatogenesis including meiotic cell cycle, synaptonemal complex assembly, sister chromatid cohesion, piRNA metabolic process, ubiquitin-dependent protein catabolic process, cellular response to DNA damage stimulus and interestingly fertilization. As for asthenozoospermia, spermatogenesis, cilium assembly, metabolic-related pathways, chemotaxis and immune cell physiology were most significantly differentially expressed. Interestingly, numerous transcripts associated with histone modifications were highly down-regulated. With regards to teratozoospermia, we evidenced sperm-specific differentially expressed genes which are involved in the ubiquitin-proteasome, cytoskeleton organization, the cell cycle pathway, SUMOylation of DNA damage response and repair proteins, as well as many putative epigenetic modulators of gene expression.. We also attempted to identify distinct patterns of gene expression changes that were definite to the different abnormal sperm phenotypes in infertile men relative to controls. Signature genes of oligozoospermia were over-enriched by genes involved in fertilization and extracellular matrix components, while signature genes of teratozoospermia were enriched by genes involved in spermatogenesis and cellular components involved in morphogenesis, whilst signature genes of asthenozoospermia were enriched by genes implicated in ribosome and cilium assembly.We complemented this work by a parallel epigenetic analysis of the global epigenetic landscape in infertile men. We compared the levels of reactive oxygen species (ROS), DNA integrity and global epigenetic parameters in sperm from 33 infertile subjects with abnormal semen parameters compared to fertile individuals. We pointed out that infertile men are characterized by strikingly high levels of reactive oxygen species (ROS) which were in part negatively correlated with the global DNA methylation, and positively correlated with the levels of 5-hydroxymethylcytosine and 5-formylcytosine (active demethylation intermediates). These findings suggest that male infertility associated with oxidative stress shapes the sperm epigenetic landscape. In summary, this original work yielded a transcriptional portrait of sperm abnormalities and provided valuable resources that would further elucidate sperm pathologies.