<p>The Arabidopsis root apical meristem (RAM) is a complex tissue capable of generating all the cell types that ultimately make up the root. The work presented in this thesis takes advantage of the versatility of high-throughput sequencing to address two independent questions about the root meristem. Although a lot of information is known regarding the cell fate decisions that occur at the RAM, cortex specification and differentiation remain poorly understood. In the first part of this thesis, I used an ethylmethanesulfonate (EMS) mutagenized marker line to perform a forward genetics screen. The goal of this screen was to identify novel genes involved in the specification and differentiation of the cortex tissue. Mapping analysis from the results obtained in this screen revealed a new allele of BRASSINOSTEROID4 with abnormal marker expression in the cortex tissue. Although this allele proved to be non-cortex specific, this project highlights new technology that allows mapping of EMS-generated mutations without the need to map-cross or back-cross. In the second part of this thesis, using fluorescence activated cell sorting (FACS) coupled with high throughput sequencing, my collaborators and I generated single-base resolution whole genome DNA methylomes, mRNA transcriptomes, and smallRNA transcriptomes for six different populations of cell types in the Arabidopsis root meristem. We were able to discover that the columella is hypermethylated in the CHH context within transposable elements. This hypermethylation is accompanied by upregulation of the RNA-dependent DNA methylation pathway (RdDM), including higher levels of 24-nt silencing RNAs (siRNAs). In summary, our studies demonstrate the versatility of high-throughput sequencing as a method for identifying single mutations or to perform complex comparative genomic analyses.</p> / Dissertation

Photorhabdus luminescens est une entérobactérie retrouvée en symbiose avec les nématodes du genre Heterorhabditis. Dans les sols, ce complexe némato-bactérien est pathogène d’insectes ravageurs et est utilisé en contrôle biologique. Le nématode pénètre dans l’insecte et libère la bactérie dans l’hémolymphe. Photorhabdus va ensuite se multiplier et secréter divers facteurs de virulence comme des toxines. L’insecte meurt de septicémie puis le nématode et la bactérie vont se nourrir du cadavre. Une fois les ressources épuisées, le complexe némato-bactérien va se reformer et sortir du cadavre à la recherche d’une nouvelle cible. Plusieurs exemples d’hétérogénéité phénotypique ont été décrits chez cette bactérie amenant chacun à la présence de sous-populations dans une culture bactérienne. Cette hétérogénéité phénotypique peut-être causée par des mécanismes épigénétiques et plus précisément par la méthylation de l’ADN. Chez les entérobactéries, la méthyltransférase Dam est très conservée. Elle méthyle les adénines des sites GATC et est impliquée dans la réparation des erreurs lors de la réplication de l’ADN, la régulation du cycle cellulaire mais aussi la régulation de divers gènes. Cette méthyltransférase est en compétition avec certain régulateurs transcriptionnel. Selon qui de la méthyltransférase ou du régulateur se fixera en premier, le gène sera ou non exprimé donnant naissance à deux sous-populations. Cette thèse a pour objectif de mettre en évidence les rôles de la méthyltransférase Dam chez Photorhabdus luminescens. Dans un premier temps, j’ai montré que la surexpression de Dam (Dam+) amène une diminution de la mobilité et du pouvoir pathogène de la bactérie mais à l’inverse augmente sa capacité à former des biofilms. Une analyse transcriptomique (RNAseq) a montré des différentiels d’expression de certains gènes impliqués dans les phénotypes observés. En recombinant la souche de Photorhabdus Dam+ avec les nématodes hôtes, l’effet sur la pathogénicité a été augmenté en comparaison des résultats après injection de la bactérie seule. L’établissement de la symbiose némato-bactérienne avec cette souche Dam+ n’est pas significativement impacté par rapport à la souche sauvage. Enfin l’analyse du méthylome (détection de tous les sites méthylés sur le génome grâce à la technique SMRT) de Photorhabdus dans diverses phases de croissance nous a permis de déterminer que la méthylation par Dam semble être stable aux différents temps de la croissance bactérienne testés chez Photorhabdus. Le méthylome de la souche Dam+ a confirmé l’hypothèse que cette surexpression augmentait le taux de méthylation des sites GATC sur le génome. La comparaison combinée entre le RNAseq et les sites GATC différentiellement méthylés entre la souche contrôle et Dam+ a mis en évidence certains gènes candidats ressortant de ces deux analyses. En effet, certains gènes sont différentiellement exprimés dans les deux souches et ont un différentiel de méthylation au niveau de sites GATC dans leur région promotrice, l’étude détaillée de leur régulation par la méthylation fait maintenant partie des perspectives et permettront peut-être d’expliquer une partie des phénotypes observés chez Photorhabdus luminescens. / Photorhabdus luminescens is an Enterobacteriaceae found in soils in symbiosis with a nematode from the genus Heterorhabditis. This nemato-bacterial complex is highly pathogenic against insect pest crops and so used in biocontrol. The nematode enters into the insect and releases Photorhabdus in the hemolymph of the insect. Photorhabdus multiplies and produces diverse virulence factors as toxins. Insect die from septicemia and both nematodes and bacteria feed on the nutrients in the cadaver. Once nutrients are lacking, the nematodes and the bacteria reassociate and exit from the cadaver to find new insects to infect. Photorhabdus is switching between pathogenic and symbiotic state. This bacterium displays phenotypic heterogeneity as we observe subpopulations coexisting in a same bacterial culture. Phenotypic heterogeneity can be explained by epigenetic mechanisms such as DNA methylation. In Enterobacteriaceae, Dam methyltransferase is broadly distributed. It methylates the adenine of GATC sites. Dam is involved in post-replicative mismatch repair, cell-cycle regulation and also gene transcription regulation. This methyltransferase can be in competition with some transcriptional regulators. Depending on which will bind first on the promoter region, gene will be expressed or not, leading to the rise of two subpopulations. This thesis aims to understand roles of Dam in Photorhabdus luminescens. Overexpression of the methyltransferase leads to a decrease in motility and pathogenicity of Photorhabdus Dam+ strain whereas it increases biofilms formation. A transcriptomic analysis (RNAseq) revealed differential expression of genes involved in the observed phenotypes. Symbiosis establishment does not seem to be strongly impacted in Dam+ strain as the only difference observed when compared to the nematode associated with the control strain is the same as with bacteria alone (a delayed virulence). A methylome analysis was also done (screening of all methylated sites in the genome using SMRT sequencing) in several growth conditions which revealed that DNA methylation is stable over growth kinetics. Dam+ strain methylome analysis confirmed the hypothesis that Dam overexpression increases GATC methylation over the genome. Comparative analysis of methylome and RNAseq experiments between control and Dam+ strains highlighted several common genes. In fact, some genes are differentially expressed between both strains and also have GATC sites differentially methylated in their promoter region. Their transcription regulation by methylation is a future aim and may give some explanation for a part of the phenotypes observed in Photorhabdus luminescens.

L’huître du pacifique Crassostrea gigas est l'espèce marine la plus cultivée avec une production supérieure à 4 millions de tonnes pour l'année 2010. En France, C. gigas est cultivée depuis la fin des années 1970. Cependant, cette espèce souffre d’un syndrome de mortalité estivale depuis les années 1980, avec une amplification depuis 2008 qui touche jusqu'à 100 % des naissains. Ce syndrome de mortalité est un phénomène multifactoriel, basé sur l’interaction de nombreux facteurs: stress environnementaux, caractéristiques physiologiques et génétiques de l’huître, présence et virulence de pathogènes. L’huître du pacifique C. gigas est une espèce estuarienne qui est soumise aux pressions anthropiques comme la pollution du milieu côtier. Ces événements représentent des sources potentielles de stress en zones ostréicoles. Cependant, les connaissances sur les effets des polluants comme les pesticides sur C. gigas restent fragmentaires. Les périodes d’épandage d’herbicides coïncident parfois avec la période de reproduction des huîtres, raison pour laquelle nous considérons que ces produits chimiques pourraient affecter la génération suivante d'huîtres. Parmi les pesticides, le diuron est le plus fréquemment détecté sur les côtes françaises, avec une concentration maximale rapportée de 0,78 µgL-1. L'exposition directe aux herbicides affecte le transcriptome des huîtres qui est le premier niveau de réponse face à l'exposition du polluant. Il a été démontré que l'exposition parentale au diuron a des effets génotoxiques chez C. gigas au stade de naissain. Une variabilité phénotypique de trait d’ histoire de vie a été observée aussi pour ces naissains. Un autre effet possible des pesticides serait la modification de marques épigénétiques. Il est connu que les facteurs environnementaux telle que la pollution par des composés chimiques peuvent modifier l'épigénome et par conséquent le phénotype des individus et de leurs descendance en agissant au niveau trans-générationnel. Ces dernières observations nous permettent d’émettre l’hypothèse de l’implication de mécanismes épigénétiques suite à l’interaction avec des produits phytosanitaires. Ces mécanismes modifieraient le phénotype des huîtres au stade de naissains par l'exposition parental. Pour tester cette hypothèse nous avons étudié la méthylation globale de l'ADN (méthylome), qui est un de principal marques épigénétiques, et le transcriptome des naissains issus de géniteurs exposé au Diuron. Nous avons identifié des modifications du méthylome et du transcriptome qui ont un lien avec le phénotype de trait d'histoire de vie de ces naissains. Ces résultats démontreraient qu’une exposition indirecte ou parentale du diuron modifie la méthylation et l'expression de fonctions de gènes spécifiques, expliquant en partie la variabilité phénotypique observée. / The Pacific Oyster Crassostrea gigas is the most cultivated marine species in the world with a production superior to 4 millions of tons in 2010. In France, C. gigas is cultivated since the end of 1970s. However, this specie suffers from a syndrome of summer mortalities since the 1980s, with an amplification since 2008 affecting up to 100% of spats. This syndrome of mortality is a multifactorial phenomenon, based on the interaction of many factors: Environmental factors, genetic and physiologic features of the oysters, and the presence and virulence of pathogens. The Pacific Oyster C. gigas is an estuarine specie which is subjected to anthropogenic pressures such as pollution of the coastal environment. These events represent a potencial source of stress in oyster farm areas. However, the knowledge about the effects of pollutants such as pesticides on C. gigas remain fragmented. The herbicide application periods may coincide with the oyster breeding period, reason for which we consider that these chemicals could affect the next generation of oysters. Among pesticides, diuron is the most frequently detected on the French coast, with a maximum reported concentration of 0.78 µgL-1.The direct exposure to herbicides affects the transcriptome of oysters which is the first level of response to the exposure of pollutants. It was shown that parental exposure to diuron has genotoxic effects on C. gigas at the spat stage. A phenotypic variability of life history traits has also been observed for these spats. Another possible effect of pesticides would be the modification of epigenetic marks. It is known that environmental factors such as pollution by chemical compounds can alter the epigenome and consequently the phenotype of individuals and of their offspring acting at a transgenerational level. These last observations allow us to hypothesize the involvement of epigenetic mechanisms in response to interactions with herbicide products. These mechanisms could modify the phenotype of oysters spat state by parental exposure. To test this hypothesis we studied the genome-wide DNA methylation (methylome), which is a main epigenetic mark, and the transcriptome of the spat from diuron-exposed genitors. We identified methylome and transcriptome changes that are related to the phenotype of life history trait of these spats. These results show that an indirect or parental exposure to the diuron is able to modify the methylation and the expression of specific gene functions, partially explaining the phenotypic variability observed.

Atherosclerosis is an inflammatory disease of the arterial walls and is the major cause of heart attack and stroke. Atherosclerosis is localized to curves or branches in the vasculature where disturbed blood flow alters endothelial cell (EC) gene expression and induces EC dysfunction. Epigenetics controls aberrant gene expression in many diseases, but the mechanism of flow-induced epigenetic gene regulation in ECs via DNA methylation has not been well studied until very recently. The goal of this project was to determine how the DNA methylome responds to flow, causes altered gene expression, and regulates atherosclerosis development. Here, we found that d-flow increases DNA Methyltransferase 1 (DNMT1) expression in ECs, and we hypothesized that this causes a shift in the EC methylome and transcriptome towards a pro-inflammatory, pro-atherosclerotic gene expression program, and further that this leads to atherosclerosis development. To test this hypothesis, we employed both in vitro and in vivo experimental approaches combined with genome-wide studies of the transcriptome and DNA methylome according to the following three specific aims: 1) to elucidate the role of DNA Methyltransferase 1 in EC function, 2) to uncover the DNA methylation-dependent EC gene expression response to flow, and 3) to discover and examine master regulators of EC function that are controlled by DNA methylation. The work presented here has resulted in new knowledge about the epigenetic EC shear response, details the previously unstudied EC methylome, and implicates specific loci within the genome for additional studies on their role in EC biology and atherosclerosis. This work provides a foundation for novel and more targeted therapeutic strategies for CVD.

Introdução: A neurobiologia dos transtornos de ansiedade (TA) é complexa e envolve interações ambientais e genéticas ainda não conhecidas. Esses transtornos, comumente, iniciam durante a infância e adolescência, persistindo ao longo da vida. O comprometimento da resposta biológica frente ao estímulo estressor, encontrado em muitos pacientes com TA, sugere a influência do eixo hipotálamo-hipófise-adrenal (HHA) nestes transtornos e, portanto, os polimorfismos associados ao eixo HHA poderiam ser estudados em genes candidatos. Os estudos que almejam entender a etiologia dos TA devem, também, explorar as alterações epigenéticas (incluindo a metilação do DNA) decorrentes das influências ambientais. Objetivos: Estudar, em adolescentes, polimorfismos genéticos funcionais do eixo HHA, interações Gene x Ambiente (G x A) e metiloma do DNA, considerando as diferentes trajetórias dos TA. Métodos: Foi realizada a extração de DNA das células do epitélio bucal de 228 adolescentes (131 casos e 97 controles para os TA) e foram genotipados, por PCR em tempo real, polimorfismos funcionais envolvidos com o eixo HHA (FKBP5: rs3800373, rs9296158, 3800373, rs9296158, 3800373, rs9296158, rs1360780, rs9470080 rs1360780, rs9470080 e rs4713916; NR3C1NR3C1 : rs6198;: rs6198;: rs6198; NR3C2NR3C2 : rs2070951;: rs2070951;: rs2070951; CRHR1CRHR1 CRHR1 : rs878886 : rs878886 e SERPINA6 SERPINA6 : rs746530) : rs746530) . Os participantes responderam à escala auto-aplicativa SCARED (Screen for Children Anxiety Related Emotional Disorder – Children rated) e realizaram entrevistas semiestruturadas para avaliação diagnóstica utilizando o K-SADS-PL (Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime). O questionário CTQ (Childhood Trauma Questionnaire) foi aplicado em 90 adolescentes (54 casos e 36 controles para os TA) para avaliar a interação entre o trauma emocional e o polimorfismo do gene NR3C2 nos níveis séricos de BDNF. Uma subamostra de adolescentes (n=47) foi reavaliada, cinco anos após a primeira coleta, através das mesmas entrevistas psiquiátricas e nova extração de DNA salivar. Alguns participantes, na última avaliação, responderam ao MINI (Mini International Neuropsychiatric Interview) apropriado para a idade atual. A amostra foi organizada em 4 grupos, conforme o diagnóstico dos TA e o ano da coleta de saliva (anos de 2008 e 2013): (1) Desenvolvimento típico da adolescência (Controle; n=14); (2) Incidentes para os TA (ITA; n=11); (3) Persistentes para os TA (Caso; n=14) e (4) Remitentes para os TA (RTA; n=08). O metiloma do DNA foi analisado com o Infinium HumanMethylation 450 BeadChip da Illumina. Resultados: Não foi encontrada associação entre os polimorfismos estudados e os TA. Em relação à interação G x A, sugere-se que o polimorfismo rs2070951 do gene NR3C2 modera a associação entre negligência física e os níveis séricos de BDNF. Do ponto de vista epigenético, foi observada, nos grupos ITA e RTA, vias biológicas com padrão homogêneo e relacionadas ao sistema nervoso. Já nos grupos casos e controles para os TA, foram evidenciadas vias biológicas com padrão mais heterogêneo. Um perfil de hipometilação do DNA foi predominante nas vias encontradas. Na análise transversal, nós encontramos padrões opostos de metilação do DNA, conforme o período desenvolvimental avaliado: hipometilação no início da adolescência e hipermetilação em jovens adultos. Conclusão: Esse estudo abordou, em uma amostra de adolescentes, aspectos genéticos (genes candidatos envolvidos com o eixo HHA), ambientais (trauma emocional) e epigenéticos (metiloma do DNA) dos TA. Os achados sugerem que, embora sem associações entre os TA e genes envolvidos no eixo HHA, existe uma interação entre a presença de trauma emocional, polimorfismo genético do eixo HHA e marcadores biológicos. Os achados do metiloma do DNA sugerem, também, influências epigenéticas no curso dos TA. Novos estudos devem ser delineados para corroborar as influências genéticas e ambientais neste transtorno. / Background: The neurobiology of Anxiety Disorders (AD) is complex and involves environmental and genetic interactions understood. These disorders may have their onset during childhood and adolescence, persisting throughout life. The impairment of biological response against the stressor stimulus, described in many patients with AD, suggests a possible role of genetic polymorphisms of the hypothalamic-pituitary-adrenal (HPA) axis in these individuals. Studies that aim to understand the etiology of AD should also explore the epigenetic changes (including DNA methylation) arising from environmental influences. Objective: To study, in adolescents, functional genetic polymorphisms of HPA axis, Gene x Environment (G x E) interactions and DNA methylome, considering different AD outcomes. Methods: Saliva DNA was extracted from 228 adolescents (131 cases and 97 controls to AD) and we genotyped, by real time PCR, the functional polymorphisms involved with HPA axis (FKBP5: rs3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; NR3C1NR3C1 : rs6198; : rs6198; : rs6198; NR3C2NR3C2 : rs2070951; : rs2070951; CRHR1CRHR1CRHR1 CRHR1: rs878886 and : rs878886 and : rs878886 and : rs878886 and SERPINA6 SERPINA6 SERPINA6SERPINA6 : rs746530) : rs746530) . Participants responded to the scale self-applied Screen for Children Anxiety Related Emotional Disorder – Children rated (SCARED) and were diagnosed according to the Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime (K-SADS-PL). The Childhood Trauma Questionnaire (CTQ) was applied in 90 adolescents (54 cases e 36 controls to AD) to evaluate the interaction between emotional trauma and the NR3C2 polymorphism in the serum levels of BDNF. A sub-sample of adolescents (n = 47) was reassessed five years after the first evaluation by the same psychiatric semi-structured interviews and new extraction salivary DNA was performed. Some participants in the last evaluation responded to Mini International Neuropsychiatric Interview (MINI), which is a semi structure interview appropriate for the present age. The sample was organized in four groups according to the diagnosis of AD and the year of saliva collection (2008 and 2013): (1) Typically Developing Controls (TDC; n = 14); (2) Incident Anxiety Disorder (IAD; n = 11); (3) Persistent Anxiety Disorder (PAD; n = 14); (4) Remittent Anxiety Disorder (RAD; n = 8). DNA methylome was evaluated with Infinium HumanMethylation450 BeadChip. Results: We did not find any association between the genetic polymorphisms and AD. Considering the G x E interaction we suggest that rs2070951 polymorphism of NR3C2 gene moderates the association between physical neglect and serum BDNF levels. When we evaluated the DNA methylome, we observed more homogeneous biological pathways and mostly related with nervous system in individuals from IAD and RAD groups. On the other hand, in the TDC and PAD groups, we found biological pathways with a more heterogeneous pattern. A DNA hypomethylation profile was found predominant in the pathways. In a cross-sectional analysis, we found opposite patterns of DNA methylation, as the developmental period assessed: hypomethylation at the beginning of adolescence and hypermethylation in young adults. Conclusion: This study addressed, in an adolescent sample, genetics (candidate genes linked to HPA axis), environmental (emotional trauma) and epigenetic (DNA methylome) aspects of AD. The findings suggest that although there are no associations between AD and genes involved in HPA axis, there is an interaction between the presence of trauma, genetic polymorphism involved in this axis and biomarkers. The DNA methylome findings also suggest epigenetic influences on the course of TA. Further studies should be designed to corroborate the genetic influences in this disorder.

Introdução: A neurobiologia dos transtornos de ansiedade (TA) é complexa e envolve interações ambientais e genéticas ainda não conhecidas. Esses transtornos, comumente, iniciam durante a infância e adolescência, persistindo ao longo da vida. O comprometimento da resposta biológica frente ao estímulo estressor, encontrado em muitos pacientes com TA, sugere a influência do eixo hipotálamo-hipófise-adrenal (HHA) nestes transtornos e, portanto, os polimorfismos associados ao eixo HHA poderiam ser estudados em genes candidatos. Os estudos que almejam entender a etiologia dos TA devem, também, explorar as alterações epigenéticas (incluindo a metilação do DNA) decorrentes das influências ambientais. Objetivos: Estudar, em adolescentes, polimorfismos genéticos funcionais do eixo HHA, interações Gene x Ambiente (G x A) e metiloma do DNA, considerando as diferentes trajetórias dos TA. Métodos: Foi realizada a extração de DNA das células do epitélio bucal de 228 adolescentes (131 casos e 97 controles para os TA) e foram genotipados, por PCR em tempo real, polimorfismos funcionais envolvidos com o eixo HHA (FKBP5: rs3800373, rs9296158, 3800373, rs9296158, 3800373, rs9296158, rs1360780, rs9470080 rs1360780, rs9470080 e rs4713916; NR3C1NR3C1 : rs6198;: rs6198;: rs6198; NR3C2NR3C2 : rs2070951;: rs2070951;: rs2070951; CRHR1CRHR1 CRHR1 : rs878886 : rs878886 e SERPINA6 SERPINA6 : rs746530) : rs746530) . Os participantes responderam à escala auto-aplicativa SCARED (Screen for Children Anxiety Related Emotional Disorder – Children rated) e realizaram entrevistas semiestruturadas para avaliação diagnóstica utilizando o K-SADS-PL (Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime). O questionário CTQ (Childhood Trauma Questionnaire) foi aplicado em 90 adolescentes (54 casos e 36 controles para os TA) para avaliar a interação entre o trauma emocional e o polimorfismo do gene NR3C2 nos níveis séricos de BDNF. Uma subamostra de adolescentes (n=47) foi reavaliada, cinco anos após a primeira coleta, através das mesmas entrevistas psiquiátricas e nova extração de DNA salivar. Alguns participantes, na última avaliação, responderam ao MINI (Mini International Neuropsychiatric Interview) apropriado para a idade atual. A amostra foi organizada em 4 grupos, conforme o diagnóstico dos TA e o ano da coleta de saliva (anos de 2008 e 2013): (1) Desenvolvimento típico da adolescência (Controle; n=14); (2) Incidentes para os TA (ITA; n=11); (3) Persistentes para os TA (Caso; n=14) e (4) Remitentes para os TA (RTA; n=08). O metiloma do DNA foi analisado com o Infinium HumanMethylation 450 BeadChip da Illumina. Resultados: Não foi encontrada associação entre os polimorfismos estudados e os TA. Em relação à interação G x A, sugere-se que o polimorfismo rs2070951 do gene NR3C2 modera a associação entre negligência física e os níveis séricos de BDNF. Do ponto de vista epigenético, foi observada, nos grupos ITA e RTA, vias biológicas com padrão homogêneo e relacionadas ao sistema nervoso. Já nos grupos casos e controles para os TA, foram evidenciadas vias biológicas com padrão mais heterogêneo. Um perfil de hipometilação do DNA foi predominante nas vias encontradas. Na análise transversal, nós encontramos padrões opostos de metilação do DNA, conforme o período desenvolvimental avaliado: hipometilação no início da adolescência e hipermetilação em jovens adultos. Conclusão: Esse estudo abordou, em uma amostra de adolescentes, aspectos genéticos (genes candidatos envolvidos com o eixo HHA), ambientais (trauma emocional) e epigenéticos (metiloma do DNA) dos TA. Os achados sugerem que, embora sem associações entre os TA e genes envolvidos no eixo HHA, existe uma interação entre a presença de trauma emocional, polimorfismo genético do eixo HHA e marcadores biológicos. Os achados do metiloma do DNA sugerem, também, influências epigenéticas no curso dos TA. Novos estudos devem ser delineados para corroborar as influências genéticas e ambientais neste transtorno. / Background: The neurobiology of Anxiety Disorders (AD) is complex and involves environmental and genetic interactions understood. These disorders may have their onset during childhood and adolescence, persisting throughout life. The impairment of biological response against the stressor stimulus, described in many patients with AD, suggests a possible role of genetic polymorphisms of the hypothalamic-pituitary-adrenal (HPA) axis in these individuals. Studies that aim to understand the etiology of AD should also explore the epigenetic changes (including DNA methylation) arising from environmental influences. Objective: To study, in adolescents, functional genetic polymorphisms of HPA axis, Gene x Environment (G x E) interactions and DNA methylome, considering different AD outcomes. Methods: Saliva DNA was extracted from 228 adolescents (131 cases and 97 controls to AD) and we genotyped, by real time PCR, the functional polymorphisms involved with HPA axis (FKBP5: rs3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; NR3C1NR3C1 : rs6198; : rs6198; : rs6198; NR3C2NR3C2 : rs2070951; : rs2070951; CRHR1CRHR1CRHR1 CRHR1: rs878886 and : rs878886 and : rs878886 and : rs878886 and SERPINA6 SERPINA6 SERPINA6SERPINA6 : rs746530) : rs746530) . Participants responded to the scale self-applied Screen for Children Anxiety Related Emotional Disorder – Children rated (SCARED) and were diagnosed according to the Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime (K-SADS-PL). The Childhood Trauma Questionnaire (CTQ) was applied in 90 adolescents (54 cases e 36 controls to AD) to evaluate the interaction between emotional trauma and the NR3C2 polymorphism in the serum levels of BDNF. A sub-sample of adolescents (n = 47) was reassessed five years after the first evaluation by the same psychiatric semi-structured interviews and new extraction salivary DNA was performed. Some participants in the last evaluation responded to Mini International Neuropsychiatric Interview (MINI), which is a semi structure interview appropriate for the present age. The sample was organized in four groups according to the diagnosis of AD and the year of saliva collection (2008 and 2013): (1) Typically Developing Controls (TDC; n = 14); (2) Incident Anxiety Disorder (IAD; n = 11); (3) Persistent Anxiety Disorder (PAD; n = 14); (4) Remittent Anxiety Disorder (RAD; n = 8). DNA methylome was evaluated with Infinium HumanMethylation450 BeadChip. Results: We did not find any association between the genetic polymorphisms and AD. Considering the G x E interaction we suggest that rs2070951 polymorphism of NR3C2 gene moderates the association between physical neglect and serum BDNF levels. When we evaluated the DNA methylome, we observed more homogeneous biological pathways and mostly related with nervous system in individuals from IAD and RAD groups. On the other hand, in the TDC and PAD groups, we found biological pathways with a more heterogeneous pattern. A DNA hypomethylation profile was found predominant in the pathways. In a cross-sectional analysis, we found opposite patterns of DNA methylation, as the developmental period assessed: hypomethylation at the beginning of adolescence and hypermethylation in young adults. Conclusion: This study addressed, in an adolescent sample, genetics (candidate genes linked to HPA axis), environmental (emotional trauma) and epigenetic (DNA methylome) aspects of AD. The findings suggest that although there are no associations between AD and genes involved in HPA axis, there is an interaction between the presence of trauma, genetic polymorphism involved in this axis and biomarkers. The DNA methylome findings also suggest epigenetic influences on the course of TA. Further studies should be designed to corroborate the genetic influences in this disorder.

Introdução: A neurobiologia dos transtornos de ansiedade (TA) é complexa e envolve interações ambientais e genéticas ainda não conhecidas. Esses transtornos, comumente, iniciam durante a infância e adolescência, persistindo ao longo da vida. O comprometimento da resposta biológica frente ao estímulo estressor, encontrado em muitos pacientes com TA, sugere a influência do eixo hipotálamo-hipófise-adrenal (HHA) nestes transtornos e, portanto, os polimorfismos associados ao eixo HHA poderiam ser estudados em genes candidatos. Os estudos que almejam entender a etiologia dos TA devem, também, explorar as alterações epigenéticas (incluindo a metilação do DNA) decorrentes das influências ambientais. Objetivos: Estudar, em adolescentes, polimorfismos genéticos funcionais do eixo HHA, interações Gene x Ambiente (G x A) e metiloma do DNA, considerando as diferentes trajetórias dos TA. Métodos: Foi realizada a extração de DNA das células do epitélio bucal de 228 adolescentes (131 casos e 97 controles para os TA) e foram genotipados, por PCR em tempo real, polimorfismos funcionais envolvidos com o eixo HHA (FKBP5: rs3800373, rs9296158, 3800373, rs9296158, 3800373, rs9296158, rs1360780, rs9470080 rs1360780, rs9470080 e rs4713916; NR3C1NR3C1 : rs6198;: rs6198;: rs6198; NR3C2NR3C2 : rs2070951;: rs2070951;: rs2070951; CRHR1CRHR1 CRHR1 : rs878886 : rs878886 e SERPINA6 SERPINA6 : rs746530) : rs746530) . Os participantes responderam à escala auto-aplicativa SCARED (Screen for Children Anxiety Related Emotional Disorder – Children rated) e realizaram entrevistas semiestruturadas para avaliação diagnóstica utilizando o K-SADS-PL (Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime). O questionário CTQ (Childhood Trauma Questionnaire) foi aplicado em 90 adolescentes (54 casos e 36 controles para os TA) para avaliar a interação entre o trauma emocional e o polimorfismo do gene NR3C2 nos níveis séricos de BDNF. Uma subamostra de adolescentes (n=47) foi reavaliada, cinco anos após a primeira coleta, através das mesmas entrevistas psiquiátricas e nova extração de DNA salivar. Alguns participantes, na última avaliação, responderam ao MINI (Mini International Neuropsychiatric Interview) apropriado para a idade atual. A amostra foi organizada em 4 grupos, conforme o diagnóstico dos TA e o ano da coleta de saliva (anos de 2008 e 2013): (1) Desenvolvimento típico da adolescência (Controle; n=14); (2) Incidentes para os TA (ITA; n=11); (3) Persistentes para os TA (Caso; n=14) e (4) Remitentes para os TA (RTA; n=08). O metiloma do DNA foi analisado com o Infinium HumanMethylation 450 BeadChip da Illumina. Resultados: Não foi encontrada associação entre os polimorfismos estudados e os TA. Em relação à interação G x A, sugere-se que o polimorfismo rs2070951 do gene NR3C2 modera a associação entre negligência física e os níveis séricos de BDNF. Do ponto de vista epigenético, foi observada, nos grupos ITA e RTA, vias biológicas com padrão homogêneo e relacionadas ao sistema nervoso. Já nos grupos casos e controles para os TA, foram evidenciadas vias biológicas com padrão mais heterogêneo. Um perfil de hipometilação do DNA foi predominante nas vias encontradas. Na análise transversal, nós encontramos padrões opostos de metilação do DNA, conforme o período desenvolvimental avaliado: hipometilação no início da adolescência e hipermetilação em jovens adultos. Conclusão: Esse estudo abordou, em uma amostra de adolescentes, aspectos genéticos (genes candidatos envolvidos com o eixo HHA), ambientais (trauma emocional) e epigenéticos (metiloma do DNA) dos TA. Os achados sugerem que, embora sem associações entre os TA e genes envolvidos no eixo HHA, existe uma interação entre a presença de trauma emocional, polimorfismo genético do eixo HHA e marcadores biológicos. Os achados do metiloma do DNA sugerem, também, influências epigenéticas no curso dos TA. Novos estudos devem ser delineados para corroborar as influências genéticas e ambientais neste transtorno. / Background: The neurobiology of Anxiety Disorders (AD) is complex and involves environmental and genetic interactions understood. These disorders may have their onset during childhood and adolescence, persisting throughout life. The impairment of biological response against the stressor stimulus, described in many patients with AD, suggests a possible role of genetic polymorphisms of the hypothalamic-pituitary-adrenal (HPA) axis in these individuals. Studies that aim to understand the etiology of AD should also explore the epigenetic changes (including DNA methylation) arising from environmental influences. Objective: To study, in adolescents, functional genetic polymorphisms of HPA axis, Gene x Environment (G x E) interactions and DNA methylome, considering different AD outcomes. Methods: Saliva DNA was extracted from 228 adolescents (131 cases and 97 controls to AD) and we genotyped, by real time PCR, the functional polymorphisms involved with HPA axis (FKBP5: rs3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; 3800373, rs9296158, rs1360780, rs9470080 and rs4713916; NR3C1NR3C1 : rs6198; : rs6198; : rs6198; NR3C2NR3C2 : rs2070951; : rs2070951; CRHR1CRHR1CRHR1 CRHR1: rs878886 and : rs878886 and : rs878886 and : rs878886 and SERPINA6 SERPINA6 SERPINA6SERPINA6 : rs746530) : rs746530) . Participants responded to the scale self-applied Screen for Children Anxiety Related Emotional Disorder – Children rated (SCARED) and were diagnosed according to the Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime (K-SADS-PL). The Childhood Trauma Questionnaire (CTQ) was applied in 90 adolescents (54 cases e 36 controls to AD) to evaluate the interaction between emotional trauma and the NR3C2 polymorphism in the serum levels of BDNF. A sub-sample of adolescents (n = 47) was reassessed five years after the first evaluation by the same psychiatric semi-structured interviews and new extraction salivary DNA was performed. Some participants in the last evaluation responded to Mini International Neuropsychiatric Interview (MINI), which is a semi structure interview appropriate for the present age. The sample was organized in four groups according to the diagnosis of AD and the year of saliva collection (2008 and 2013): (1) Typically Developing Controls (TDC; n = 14); (2) Incident Anxiety Disorder (IAD; n = 11); (3) Persistent Anxiety Disorder (PAD; n = 14); (4) Remittent Anxiety Disorder (RAD; n = 8). DNA methylome was evaluated with Infinium HumanMethylation450 BeadChip. Results: We did not find any association between the genetic polymorphisms and AD. Considering the G x E interaction we suggest that rs2070951 polymorphism of NR3C2 gene moderates the association between physical neglect and serum BDNF levels. When we evaluated the DNA methylome, we observed more homogeneous biological pathways and mostly related with nervous system in individuals from IAD and RAD groups. On the other hand, in the TDC and PAD groups, we found biological pathways with a more heterogeneous pattern. A DNA hypomethylation profile was found predominant in the pathways. In a cross-sectional analysis, we found opposite patterns of DNA methylation, as the developmental period assessed: hypomethylation at the beginning of adolescence and hypermethylation in young adults. Conclusion: This study addressed, in an adolescent sample, genetics (candidate genes linked to HPA axis), environmental (emotional trauma) and epigenetic (DNA methylome) aspects of AD. The findings suggest that although there are no associations between AD and genes involved in HPA axis, there is an interaction between the presence of trauma, genetic polymorphism involved in this axis and biomarkers. The DNA methylome findings also suggest epigenetic influences on the course of TA. Further studies should be designed to corroborate the genetic influences in this disorder.

No description available.

La méthylation de l'ADN permet, via des remodelages de la chromatine et le recrutement de diverses protéines partenaires, de réguler l'expression des gènes. Des défaillances dans ces mécanismes de régulation peuvent modifier la susceptibilité individuelle face à certaines pathologies, notamment cardiovasculaires. Bien que les différents types cellulaires puissent avoir différents profils de méthylation, l'utilisation de l'ADN provenant de cellules sanguines permet de découvrir de nouveaux mécanismes physiopathologiques. Ce projet de thèse porte sur l'intérêt des analyses d'association méthylome entier comme stratégie alternative aux études d'association génome entier ("GWAS " en anglais) pour identifier de nouveaux déterminants moléculaires de biomarqueurs du risque cardiovasculaire. Pour cela, j'avais à ma disposition deux études épidémiologiques rassemblant 573 sujets pour lesquels les niveaux de méthylation de l'ADN issus du sang périphérique ont été mesurés par une puce à ADN de haute densité couvrant plus de 300 000 sites CpG.Le premier travail que j'ai réalisé a consisté en une étude du méthylome sanguin pour identifier des profils de méthylation associés à l'indice de masse corporelle. Cette étude a permis d'identifier des marques de méthylation de l'ADN au sein du gène HIF3A dont les augmentations sont associées à une augmentation de l'indice de masse corporelle (Lancet, 2014. 383(9933):1990-8). Ces résultats suggèrent en outre que des perturbations de la voie métabolique du gène HIF3A pourraient avoir un rôle important dans la réponse biologique à l'augmentation du poids. Dans un second travail (J Lipid Res, 2014. 55(7):1189-1191), j'ai montré que la variabilité inter individuelle des niveaux de méthylation sanguin du gène CPT1A était associée à la variabilité des taux lipidiques plasmatiques. Ce travail démontre qu'il est possible de détecter à partir d'échantillons sanguins des marques de méthylation de l'ADN qui pourraient être le reflet de mécanismes épigénétiques plus spécifiques de certains types cellulaires ou de certains tissus. Le gène CPT1A est par exemple principalement exprimé dans le foie.Au cours de mon travail de thèse, j'ai également étudié l'influence de la variabilité génétique sur les niveaux de méthylation de l'ADN sanguin (Am J Hum Genet, 2015. 96(4):532-42, Nat Commun, 2015. 6:6326). Cette étude a permis d'identifier près de 3 milles gènes dont les niveaux de méthylation sont associés à la présence de polymorphismes génétiques, localisés soit au sein de ces mêmes gènes (c.-à-d. effet cis) soit à une très grande distance (plus d'une mégabase voire sur un autre chromosome) (c.-à-d. effet trans). Ces résultats ouvrent de nouvelles perspectives pour mieux appréhender la régulation transcriptionnelle de diverses voies métaboliques. / DNA methylation regulates gene expression by chromatin reshaping and the recruitment of various partner proteins. Dysregulation in these regulatory mechanisms can influence the individual susceptibility to some pathologies, including cardiovascular disorders. Although different cell types can have different methylation patterns, the use of DNA from blood cells has recently been proposed as an interesting tool to discover new epigenetic related pathophysiological mechanisms. This PhD project focuses on the interests of the methylome-wide association analyses as an alternative strategy to the fashion genome-wide association studies ("GWAS ") approach to identify new molecular determinants of cardiovascular risk biomarkers. For my project, I had access to two epidemiological studies collecting together 573 subjects in which DNA methylation levels from peripheral blood cells were measured by a high density DNA microarray that covers more than 300 000 CpG sites.The first work I conducted consisted in a study of blood methylome to identify methylation profiles associated with body mass index. This study led to the identification of DNA methylation marks at the HIF3A gene whose increases are associated with an increase in body mass index (Lancet, 2014. 383(9933):1990-8). These results suggest that a disruption of the metabolic pathway HIF3A gene could have an important role in the biological response to the increase of the weight. In a second work (J Lipid Res, 2014. 55(7):1189-1191), I showed that the inter-individual variability in CPT1A methylation levels in blood were associated with variability of plasma lipid levels. This work demonstrates that it is possible to detect DNA methylation marks from blood samples that could reflect epigenetic mechanisms that occur primarily in specific cells or tissues. The CPT1A gene is for example mainly expressed in the liver.During my PhD, I also studied the influence of the genetic variability on the methylation levels from blood DNA (Am J Hum Genet, 2015. 96(4):532-42, Nat Commun, 2015. 6:6326). This work has identified nearly 3000 genes whose methylation levels are associated with the presence of genetic polymorphisms, located either within these same genes (ie cis effect) or at a very large distance (more than one megabase or to another chromosome) (ie trans effect). These results open new perspectives to better understand the transcriptional regulation of various metabolic pathways.

Le rétinoblastome est un cancer pédiatrique rare de la rétine en cours de développement. Si dans les pays développés, le taux de survie avoisine 100%, une énucléation de l’oeil atteint est cependant nécessaire dans plus de 70% des cas.En 1971, Knudson émit l’hypothèse des deux “hits”, qui permit de comprendre que le rétinoblastome s’initie généralement après une perte bi-allélique du gène RB1. Cependant, les autres mécanismes moléculaires qui régissent ce cancer restent depuis peu connus. Par exemple, peu d’études génomiques ont été conduites. Ainsi, la nature de la cellule d’origine, ainsi que la présence ou non d’une hétérogénéité intertumorale, font encore débat. Dans cette étude, nous avons dressé un portrait génomique et clinique complet du rétinoblastome; plusieurs observations ont montré qu’il s’agit bien d’une maladie hétérogène, avec deux sous-types distincts. Nous avons d’abord identifié les deux sous-types avec à une approche couplant une analyse en composantes indépendantes (ACI) de transcriptomes tumoraux avec des marquages immunohistochimiques. Les rétinoblastomes du premier sous-type, dits “cone-like” expriment uniformément des marqueurs de cônes, tandis que ceux du second sous-type, dits “bivalent-type”, ont une forte hétérogénéité intratumorale, avec un enchevêtrement de zones de différenciation ganglionnaire ou cône. Grâce à une étude plus approfondie des transcriptomes et de données d’altérations génomiques, nous avons ensuite montré que les sous-types dépendent de voies de signalisation et d’oncogènes différents. Les bivalent-type ont notamment une présence quasi-systématique de gains de MDM4 ou d’amplifications de MYCN. Nous nous sommes ensuite tournés vers les méthylomes des rétinoblastomes, et constaté une forte hétérogénéité entre les sous-types. Nous avons décomposé cette hétérogénéité grâce à une ACI, et constaté qu’elle n’était pas liée uniquement à la différenciation cône ou ganglion. Nous avons ensuite étudié les données cliniques de la cohorte, et constaté que les sous-types avaient des âges au diagnostic et des formes de croissance différents, les tumeurs cone-like se developpant généralement chez des patients jeunes avec des tumeurs exophytiques, et les bivalent-type chez des patients plus âgés avec des tumeurs endophytiques. De plus, les patients avec des inactivations constitutionnelles du gène RB1 développent majoritairement des tumeurs cone-like; les cone-like s’initieraient donc plus tôt durant le développement de la rétine. Nous avons finalement séquencé les exomes de 74 paires tumeur-normal. Les rétinoblastomes avaient un taux de mutations extrêmement faible (0.1 mutations par mégabase), comme beaucoup de cancers pédiatriques. Nous avons identifié des mutations somatiques récurrentes dans RB1, BCOR et ARID1A. Ces gènes se trouvaient de plus dans des régions minimales de pertes chromosomiques. Surtout, les inactivations des deux gènes avaient souvent de fortes fréquences alléliques. Ceci indique que ces inactivations ont lieu précocément dans la tumorigénèse. En conclusion, notre étude a permis de dresser un premier portrait génomique complet du rétinoblastome, a révélé l’existence de deux sous-types distincts, ainsi que fourni des indices quant à la cellule d’origine de chaque sous-type, et les mécanismes moléculaires les régissant. / Retinoblastoma is a rare pediatric cancer of the developing retina. In high-income countries, survival rates near 100%; however, enucleation of the affected eye has to be performed in over 70% of patients. Knudson’s 1971 two-hit hypothesis led to the discovery that this cancer usually initiates after a bi-allelic loss of the RB1 gene. Despite this early finding, little is known about the other molecular underpinnings of retinoblastoma. For instance, few genome-wide studies have described the genetic and epigenetic characteristics of these tumors. Furthermore, there is still no clear consensus regarding this cancer’s cell of origin, or whether or not it is homogenous disease. In this study, we built a comprehensive molecular and clinical portrait of retinoblastoma. Several lines of evidence led us to conclude that retinoblastoma is in fact a heterogeneous disease, with two distinct subtypes. We first uncovered the subtypes through a strategy that coupled an independent component analysis (ICA) of tumor transcriptomes to tumor immunohistochemical stainings. Retinoblastomas of the first subtype, called “cone-like”, homogeneously display cone-like differentiation, while those of the second subtype, called “bivalent-type”, exhibit strong intratumoral heterogeneity, with areas of cone-like differentiation intertwined with areas of ganglion-like differentiation. Further analysis of the transcriptomic data, as well as of copy number alteration data revealed that both subtypes may rely on different pathways and oncogenes. We notably observed a quasi-systematic presence of MDM4 gains or MYCN amplifications in bivalent-type tumors. We next turned to retinoblastomas’ methylomes; these considerably varied between the subtypes. ICA allowed us to decompose this inter-subtype methylomic heterogeneity, which was found to go beyond methylation due to cone-like or ganglion-like differentiation. We next studied the tumors’ clinical data, and found that cone-like tumors are most often diagnosed in very young patients with exophytic tumor growth, while bivalent-type tumors are found in older patients with endophytic tumor growth. Furthermore, patients with germline inactivations of RB1 mostly developed cone-like retinoblastomas, indicating that these tumors may initiate earlier during retinal development. In the final part of our study, we performed whole exome sequencing of 74 tumor-normal pairs. Like many pediatric cancers, the tumors had very low background mutation rates (0.1 mutations per megabase). Recurrent somatic mutations were found in RB1, BCOR and ARID1A, and these genes were also found to be in minimal regions of chromosomal losses. Importantly, both inactivations often had very high allelic frequencies, indicating that these events occur very early on in retinoblastoma tumorigenesis.Taken together, our study outlines a first comprehensive genomic portrait of retinoblastomas, points to the existence of two distinct subtypes, and provides insights into the cells-or-origin and the molecular mechanisms underlying these subtypes.