Fundação Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio de Janeiro / O retardo mental (RM) é caracterizado por um funcionamento intelectual significantemente abaixo da média (QI<70). A prevalência de RM varia entre estudos epidemiológicos, sendo estimada em 2-3% da população mundial, constituindo assim, um dos mais importantes problemas de saúde pública. Há um consenso geral de que o RM é mais comum no sexo masculino, um achado atribuído às numerosas mutações nos genes encontrados no cromossomo X, levando ao retardo mental ligado ao X (RMLX). Dentre os genes presentes no cromossomo X, o Jumonji AT-rich interactive domain IC (JARID1C) foi recentemente identificado como um potencial candidato etiológico do RM, quando mutado. O JARID1C codifica uma proteína que atua como uma desmetilase da lisina 4 da histona H3 (H3K4), imprescindível para a regulação epigenética. Tão recente como a identificação do gene JARID1C, é a descoberta de que mudanças no número de cópias de sequências de DNA, caracterizadas por microdeleções e microduplicações, poderiam ser consideradas como razões funcionalmente importantes de RMLX. Atualmente, cerca de 5-10% dos casos de RM em homens são reconhecidos por ocorrerem devido a estas variações do número de cópias no cromossomo X. Neste estudo, investigamos mutações no gene JARID1C, através do rastreamento dos éxons 9, 11, 12, 13, 15 e 16, em 121 homens de famílias com RM provavelmente ligado ao X. Paralelamente, realizamos a análise da variação do número de cópias em 16 genes localizados no cromossomo X através da técnica de MLPA no mesmo grupo de pacientes. Esta metodologia consiste em uma amplificação múltipla que detecta variações no número de cópias de até 50 sequências diferentes de DNA genômico, sendo capaz de distinguir sequências que diferem em apenas um nucleotídeo. O DNA genômico foi extraído a partir de sangue periférico e as amostras foram amplificadas pela técnica de PCR, seguida da análise por sequenciamento direto. Foram identificadas três variantes na sequência do gene JARID1C entre os pacientes analisados: a variante intrônica 2243+11 G>T, que esteve presente em 67% dos pacientes, a variante silenciosa c.1794C>G e a mutação inédita nonsense c.2172C>A, ambas presentes em 0,82% dos indivíduos investigados. A análise através do MLPA revelou uma duplicação em um dos pacientes envolvendo as sondas referentes ao gene GDI1 e ao gene HUWE1. Este trabalho expande o estudo de mutações no gene JARID1C para a população brasileira ereforça a importância da triagem de mutações neste gene em homens portadores de RM familiar de origem idiopática, assim como, é primeiro relato científico relativo à investigação de variações no número de cópias de genes localizados no cromossomo X em homens brasileiros com RM, através da técnica de MLPA. / Mental retardation (MR) is defined as a disability characterized by significant below average intellectual functioning (IQ>70). The prevalence of MR varies between epidemiological studies, estimated at 2-3% of the population, thus constituting a major public health problem. There is a general consensus that MR is more common in males, a finding attributed, in part, to mutations in the genes located on the X chromosome, leading to an X-linked mental retardation (XLMR). Among all the genes present on X chromosome, Jumonji AT-rich interactive domain IC (JARID1C) was recently identified as aetiologic potential candidate of MR, when mutated. The JARID1C gene encodes a protein that acts as a histone demethylase specific for histone 3 lysine 4 (H3K4) and it is indispensable for the epigenetic regulation. As recently as the identification of the JARID1C gene, it is the discovery that changes in the number of copies of DNA sequences, characterized by microdeletions and microduplications, could be regarded as functionally important reasons to XLMR. Currently, about 5-10% of men MR cases are known to occur due to these variations in the number of copies of chromosome X. In this study we investigated mutations in the JARID1C gene by screening of exons 9, 11, 12, 13, 15 and 16 in 121 patients from families with X-linked MR. At the same time we analyzed the variation in the number of copies in 16 genes located in X chromosome through the MLPA technique. This metodology consists of a multiplex amplification that detects variations in the number of copies up to 50 different genomic DNA sequences, being able to distinguish sequences that differ by only one nucleotide. Genomic DNA was extracted from peripheral blood and the samples were amplified by PCR followed by direct sequencing analysis. We identified three sequence variants among 121 patients. The intronic variant c.2243 +11 G> T, which was present in 67% of patients analyzed, the silent variant c.1794C> G and the novel nonsense mutation c.2172C> A, which was present in 0,82% of patients analyzed. The MLPA analysis revealed that the patient 58 exhibited a duplication involving probes for the GDI1 gene and the HUWE1 gene, resulting in an increase in the number of copies of this gene. This work expands the study of mutations in the JARID1C gene for the Brazilian population and reinforces the importance of screening for mutations in this gene in men with idiopathic mental retardation, and it is the first scientific report on the investigation of variations in the number of copies in genes located on chromosome X in Brazilian men with MR using the MLPA technique.

Introdução: Com a sofisticação das técnicas de análise do DNA, a medicina moderna tem à sua disposição boas possibilidades para elucidar quadros clínicos indefinidos em pacientes que possuem microrrearranjos cromossômicos complexos. O desenvolvimento da técnica de MLPA (Multiplex ligation-dependent probe amplification) aliado à tecnologia dos arrays (WGAS - whole genome array screening) possibilitou analisar de uma só vez, diferentes regiões de interesse clínico no genoma humano. Objetivo: O presente trabalho teve como objetivo estudar pacientes com atraso de desenvolvimento neuropsicomotor (ADNPM) associado à malformação congênita (MC) com cariótipo prévio normal ou inconclusivo. Material e métodos: Participaram do estudo 71 pacientes com ADNPM associado à MC que foram analisados utilizando o teste de MLPA com os kits P036 e P064, seguido de WGAS com as diferentes plataformas (Agilent, Affymetrix e Illumina). Resultados: Entre os 33 pacientes com alterações patogênicas e de significado clínico incerto (VOUS) encontramos: 12 pacientes com deleção, 5 com duplicação e 16 com duplicações e deleções (dup/del) concomitantes. Foram 29 pacientes com alterações patogênicas conclusivas, 4 pacientes com CNVs classificadas como VOUS e 15 pacientes tiveram resultado de array normal além dos outros 23 que apresentaram alterações benignas, ou por não apresentarem genes na região alterada, ou por serem genes sem fenótipos descritos, ou ainda, as alterações foram herdadas de genitores normais. Na casuística total foram encontrados 4 pacientes com regiões de perda de heterozigosidade. Conclusões: A utilização de uma estratégia combinada utilizando diferentes kits de MLPA, com capacidade para detectar as principais microalterações genômicas patogênicas conhecidas, associada à aplicação do WGAS possibilitou a detecção de alterações submicroscópicas, bem como a correlação clínica adequada para pacientes não diagnosticados pela citogenética clássica. Dessa forma, nosso estudo sugere um novo modelo para a aplicação combinada desses testes que representa uma alternativa de bom custo-benefício para a triagem genômica e definição diagnóstica dos pacientes com quadros sindrômicos complexos e suas famílias / Introduction: The recent technological advances on DNA-based techniques have established in modern medicine good opportunities to elucidate undefined clinical cases in patients with complex chromosomal microrearrangements. The performance of MLPA (Multiplex ligation-dependent probe amplification) technique together with array technologies (WGAS - whole genome array screening) created the possibility of one single experiment to analyze different regions of interest in the human genome. Objective: Patients with psychomotor delay (PSMD) associated with multiple congenital anomalies who had normal or inconclusive G-band-karyotype (MCA) were studied in order to understand the genotype-phenotype correlations. Material and methods: This study involved 71 patients with psychomotor delay (PSMD) associated with multiple congenital anomalies (MCA) analyzed by MLPA (P036 and P064 kits), followed by WGAS different platforms (Agilent, Affymetrix e Illumina®). Results: Among 33 patients with pathogenic and uncertain (VOUS) copy number variations (CNV) were found: 12 deletions, 5 duplications and 16 concomitant duplication and deletion (dup/del). There were 29 patients with conclusive pathogenic findings, 4 patients with VOUS and 16 patients with normal array, but others 23 patients with benign results, which means there is no gene content in the region involved, or because these genes were not linked to phenotype, or even due to CNVs inherited of healthy parents. From the whole casuistic, 4 individuals presented loss of heterozygosity (LOH) regions. Conclusions: The use of a combined strategy of analysis (MLPA - WGAS) with a high capacity to detect pathogenic CNVs allows unraveling microscopic imbalances, and consequently, offers an adequate clinical correlation for patients not previously diagnosed by classical cytogenetics. In conclusion, this study suggests a new model for the combined application of these techniques, which represents an optimal alternative for a genomic screening and diagnostic establishment in patients with rare complex disorders and their families

A variação no número de cópias gênicas (CNVs) é a alteração estrutural mais prevalente no genoma humano. Estas alterações estão presentes em alta proporção nos subtelômeros, quando comparados com o resto do genoma. Isso ocorre principalmente porque essas regiões são ricas em genes e porque apresentam sequências repetitivas que as tornam suscetíveis a rearranjos genômicos. Na literatura os rearranjos subteloméricos, como deleções, duplicações e translocações estão associados à etiologia da deficiência intelectual (DI), do atraso no desenvolvimento neuropsicomotor (ADNPM) e das malformações congênitas (MC). Estudos prévios com pacientes com DI revelaram taxas de CNVs patogênicas em regiões subteloméricas variando de 2,4% a 4,8%. Os objetivos desse trabalho foram: investigar a presença das CNVs subteloméricas nos pacientes portadores de malformações congênitas e deficiência intelectual, caracteriza-las quanto a extensão e patogenicidade e sugerir os mecanismos produtores dessas alterações. Foram analisadas 105 amostras de DNA de pacientes com DI/ADNPM associada a MC. Utilizamos a técnica de MLPA (Multiplex Ligation-dependent Probe Amplification) com kits específicos para regiões subteloméricas (P036 e P070). Dentre os pacientes que apresentaram alterações pela técnica de MLPA, 7 pacientes foram submetidos à técnica de array, utilizando as plataformas Agilent SurePrint G3 Genoma Humano microarray 180 K e HumanCytoSNP-12 BeadChip Illumina®. O MLPA permitiu identificar alterações subteloméricas em 14,28% dos casos, sendo 7 pacientes com uma deleção isolada, 7 pacientes apresentaram uma deleção concomitante a uma duplicação e um paciente apresentou duas duplicações. A análise por array confirmou as alterações encontradas por MLPA e permitiu a delimitação acurada dos pontos de quebra genômicos. A análise combinada utilizando bioinformática com diferentes ferramentas: DGV (Database of Genomic Variants), DECIPHER (Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources), UCSC Genome Bioinformatics e DAVID (Database for Annotation, Visualization and Integrated Discovery), revelou um total de 8 genes sugestivos de serem responsáveis por fenótipos clínicos distintos. Dentre eles, o gene DIAPH1 foi relacionado à microcefalia, o gene CTNND2 à DI e o gene OTOS à surdez. O array revelou elementos repetitivos, sequências teloméricas e/ou STRs nas regiões próximas aos pontos de quebra estudados. Também nos permitiu inferir que os pontos de quebra com deleção simples são sugestivos de NHEJ ou MMEJ e os casos que apresentaram rearranjos complexos: FoSTeS ou MMBIR. A estratégia teve sucesso em identificar CNVs subteloméricas e associá-las ao fenótipo dos pacientes e, adicionalmente, possibilitou a sugestão dos mecanismos que as produziram / Copy number variation (CNV) is the most prevalent structural changes in the human genome. These changes are present in a high rate in subtelomere compared with the rest of the genome. This is primarily because these regions are gene rich and because of the presence of repetitive sequences that make them susceptible to genomic rearrangements. Subtelomeric rearrangements, such as deletions, duplications and translocations are associated with the etiology of intellectual disability (ID), the developmental delay (DD) and congenital malformations (CM). Previous studies with patients with ID have revealed rates of pathogenic CNVs in subtelomeric regions ranging from 2.4% to 4.8%. The objectives of this study were to investigate the presence of subtelomeric CNVs in patients with congenital malformations and intellectual disability, characterized them as the extent and pathogenicity and suggest mechanisms of formation. DNA samples from 105 patients with ID/DD associated with CM were analysed. We use the MLPA (Multiplex Ligationdependent Probe Amplification) technique with specific subtelomeric regions (P036 and P070) kits. Among patients with CNVs changes by MLPA, seven were submitted to array technique, using Agilent SurePrint G3 Human Genome microarray HumanCytoSNP or 180 K-12 BeadChip Illumina® platforms. The subtelomeric MLPA analysis identified alterations in 14.28% of cases, 7 patients presented an isolated deletion, 7 patients presented a concomitant deletion and duplication and 1 patient presented two duplications. The array analysis confirmed the alterations found by MLPA and allowed the accurate delineation of the genomic break points. The analysis combined with bioinformatics using different tools: DGV (Database of Genomic Variants), Decipher (Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources), UCSC Genome Bioinformatics and DAVID (Database for Annotation, Visualization and Integrated Discovery), revealed a total of eight genes that are suggestible responsible for distinct clinical phenotypes. Among them, DIAPH1 gene was related to microcephaly, CTNND2 gene to ID and OTOS gene to deafness. Array revealed repetitive elements, telomeric sequences and / or STR close to breakpoints regions. We propose that the breakpoints with single deletions are suggestive of NHEJ or MMEJ and cases with complex rearrangements: FoSTeS or MMBIR. This strategy could identify subtelomeric CNVs, improve the genotype-phenotype association and also allowed the investigation of mechanisms for formation

Introdução: Com a sofisticação das técnicas de análise do DNA, a medicina moderna tem à sua disposição boas possibilidades para elucidar quadros clínicos indefinidos em pacientes que possuem microrrearranjos cromossômicos complexos. O desenvolvimento da técnica de MLPA (Multiplex ligation-dependent probe amplification) aliado à tecnologia dos arrays (WGAS - whole genome array screening) possibilitou analisar de uma só vez, diferentes regiões de interesse clínico no genoma humano. Objetivo: O presente trabalho teve como objetivo estudar pacientes com atraso de desenvolvimento neuropsicomotor (ADNPM) associado à malformação congênita (MC) com cariótipo prévio normal ou inconclusivo. Material e métodos: Participaram do estudo 71 pacientes com ADNPM associado à MC que foram analisados utilizando o teste de MLPA com os kits P036 e P064, seguido de WGAS com as diferentes plataformas (Agilent, Affymetrix e Illumina). Resultados: Entre os 33 pacientes com alterações patogênicas e de significado clínico incerto (VOUS) encontramos: 12 pacientes com deleção, 5 com duplicação e 16 com duplicações e deleções (dup/del) concomitantes. Foram 29 pacientes com alterações patogênicas conclusivas, 4 pacientes com CNVs classificadas como VOUS e 15 pacientes tiveram resultado de array normal além dos outros 23 que apresentaram alterações benignas, ou por não apresentarem genes na região alterada, ou por serem genes sem fenótipos descritos, ou ainda, as alterações foram herdadas de genitores normais. Na casuística total foram encontrados 4 pacientes com regiões de perda de heterozigosidade. Conclusões: A utilização de uma estratégia combinada utilizando diferentes kits de MLPA, com capacidade para detectar as principais microalterações genômicas patogênicas conhecidas, associada à aplicação do WGAS possibilitou a detecção de alterações submicroscópicas, bem como a correlação clínica adequada para pacientes não diagnosticados pela citogenética clássica. Dessa forma, nosso estudo sugere um novo modelo para a aplicação combinada desses testes que representa uma alternativa de bom custo-benefício para a triagem genômica e definição diagnóstica dos pacientes com quadros sindrômicos complexos e suas famílias / Introduction: The recent technological advances on DNA-based techniques have established in modern medicine good opportunities to elucidate undefined clinical cases in patients with complex chromosomal microrearrangements. The performance of MLPA (Multiplex ligation-dependent probe amplification) technique together with array technologies (WGAS - whole genome array screening) created the possibility of one single experiment to analyze different regions of interest in the human genome. Objective: Patients with psychomotor delay (PSMD) associated with multiple congenital anomalies who had normal or inconclusive G-band-karyotype (MCA) were studied in order to understand the genotype-phenotype correlations. Material and methods: This study involved 71 patients with psychomotor delay (PSMD) associated with multiple congenital anomalies (MCA) analyzed by MLPA (P036 and P064 kits), followed by WGAS different platforms (Agilent, Affymetrix e Illumina®). Results: Among 33 patients with pathogenic and uncertain (VOUS) copy number variations (CNV) were found: 12 deletions, 5 duplications and 16 concomitant duplication and deletion (dup/del). There were 29 patients with conclusive pathogenic findings, 4 patients with VOUS and 16 patients with normal array, but others 23 patients with benign results, which means there is no gene content in the region involved, or because these genes were not linked to phenotype, or even due to CNVs inherited of healthy parents. From the whole casuistic, 4 individuals presented loss of heterozygosity (LOH) regions. Conclusions: The use of a combined strategy of analysis (MLPA - WGAS) with a high capacity to detect pathogenic CNVs allows unraveling microscopic imbalances, and consequently, offers an adequate clinical correlation for patients not previously diagnosed by classical cytogenetics. In conclusion, this study suggests a new model for the combined application of these techniques, which represents an optimal alternative for a genomic screening and diagnostic establishment in patients with rare complex disorders and their families

This thesis describes the development and use of a new class of molecular tools called Selector probes, and its potential for investigations of genetic variation. The Selector technology provides multiplex amplification of targeted DNA sequences with a high specificity, and an enrichment factor in the same order of magnitude as PCR. A common feature in this thesis work is to focus the analysis on DNA regions of interest. For example, this technique can be implemented in analysing candidate regions found by whole genome studies that need validation (global to local analysis), and applications requiring detection of rare alleles (common to rare allele), important in for example cancer samples. An assay is presented that allows for fast and simple quantification of relative copy-number variations. The method was proven to be able to detect aneuploidy in chromosome 13, 18, 21 and X, with a resolution enough to distinguish between 4 and 5 copies. The method was successfully applied to solve a biological question regarding a copy-number variation, that explains the Ridge phenotype typical for the dog bread Rhodesian Ridgebacks. The Selector strategy was able to detect and map a tandem duplication with a size of 133 kb, which was characterized with base-pair resolution. A readout platform that facilitates simultaneous digital quantitative analysis of a large numbers of biomolecules is further introduced. The work involves arraying amplified product from successful selection and decoding each molecule by hybridization of fluorophore labeled oligonucleotides. Finally, a genome partitioning method which is applied upstream of next generation sequencing platforms is presented. It is shown that the method provides successful enrichment with 98 % coverage and 94 % specificity and high enrichment uniformity. The technique was applied for mutation analysis of 26 cancer-related genes in tumor cell-lines and tissue.

Copy number variation (CNV) comprises a recently discovered kind of variation involving deletion and duplication of DNA segments of variable size, ranging from a few hundred basepairs to several million. By altering gene dosage levels or disrupting proximal or distant regulatory elements CNVs create human diversity. They represent also an important factor in human evolution and play a role in many disorders including cancer. Array-based comparative genomic hybridization as well as expression arrays are powerful and suitable methods for determination of copy number variations or gene expression changes in the human genome. In paper I we established a 32K clone-based genomic array, covering 99% of the current assembly of the human genome with high resolution and applied it in the profiling of 71 healthy individuals from three ethnic groups. Novel and previously reported CNVs, involving ~3.5% of the genome, were identified. Interestingly, 87% of the detected CNV regions overlapped with known genes indicating that they probably have phenotypic consequences. In papers II through IV we applied this platform to different tumor types, namely two collections of brain tumors, glioblastoma (paper II) and medulloblastoma (paper III), and a set of bladder carcinoma (paper IV) to identify chromosomal alterations at the level of DNA copy number that could be related to tumor initiation/progression. Tumors of the central nervous system represent a heterogeneous group of both benign and malignant neoplasms that affect both children and adults. Glioblastoma and medulloblastoma are two malignant forms. Glioblastoma often affects adults while the embryonal tumor medulloblastoma is the most common malignant brain tumor among children. The detailed profiling of 78 glioblastomas, allowed us to identify a complex pattern of aberrations including frequent and high copy number amplicons (detected in 79% of samples) as well as a number of homozygously deleted loci. These regions encompassed not only previously reported oncogenes and tumor suppressor genes but also numerous novel genes. In paper III, a subset of 26 medulloblastomas was analyzed using the same genomic array. We observed that alterations involving chromosome 17, especially isochromosome 17q, were the most common genomic aberrations in this tumor type, but copy number alterations involving other chromosomes: 1, 7 and 8 were also frequent. Focal amplifications, on chromosome 1 and 3, not previously described, were also detected. These loci may encompass novel genes involved in medulloblastoma development. In paper IV we examined for the presence of DNA copy number alterations and their effect on gene expression in a subset of 21 well-characterized Ta bladder carcinomas, selected for the presence or absence of recurrences. We identified a number of novel genes as well as a significant association between amplifications and high-grade and recurrent tumors which might be clinically useful. The results derived from these studies increase our understanding of the genetic alterations leading to the development of these tumor forms and point out candidate genes that may be used in future as targets for new diagnostic and therapeutic strategies.

Le Syndrome d’Impatiences Musculaires de l’Éveil (SIME) est une maladie neurologique caractérisée par un besoin urgent de bouger les jambes. C’est également l’une des causes les plus fréquentes d’insomnie. C’est une maladie très répandue, avec une prévalence de presque 15 % dans la population générale. Les maladies multifactorielles comme le SIME sont souvent le résultat de l’évolution d’une composante génétique et d’une composante environnementale. Dans le cadre du SIME, les études d’association génomique ont permis l’identification de 4 variants à effet modéré ou faible. Cependant, ces quatre variants n’expliquent qu’une faible partie de la composante génétique de la maladie, ce qui confirme que plusieurs nouveaux variants sont encore à identifier. Le rôle des déséquilibres génomiques (Copy Number Variations ou CNVs) dans le mécanisme génétique du SIME est à ce jour inconnu. Cependant, les CNVs se sont récemment positionnés comme une source d’intérêt majeur de variation génétique potentiellement responsable des phénotypes. En collaboration avec une équipe de Munich, nous avons réalisé deux études CNVs à échelle génomique (biopuces à SNP et hybridation génomique comparée (CGH)) sur des patients SIME d’ascendance germanique. À l’aide d’une étude cas-contrôle, nous avons pu identifier des régions avec une occurrence de CNVs différentes pour les patients SIME, comparés à différents groupes contrôles. L’une de ces régions est particulièrement intéressante, car elle est concordante à la fois avec des précédentes études familiales ainsi qu’avec les récentes études d’associations génomiques. / Restless Legs syndrome (RLS) is a neurological disorder characterized by the urge to move one’s limbs. It is also one of the most frequent causes of insomnia. The prevalence of RLS is estimated to be around 15% in the general population. Complexes disorders like RLS are often the result of the evolution of genetic and environmental components. For RLS, recent Genome Wide Association Study (GWAS) have identified four variants with mild to moderate effects. However, those four variants explain only a small part of the disease heritability and thus, we expect that many new variants are still to be found. The impact of Copy-Number Variation (CNV) in the genetic mechanism of RLS is still unknown. However, many studies have recently position the CNVs as a significant source of genetic variation potentially responsible of phenotypes. In collaboration with a team from Munich, we conducted two genome-wide CNVs studies (Genome Wide SNP chips and Comparative Genomic Hybridization (CGH)) on RLS patients from Germany. Using cases-controls studies, we identified regions with a different occurrence of CNVs for RLS patients, compared to different groups of controls. One of these regions is particularly interesting, as it has already been identified by both linkage and association studies.

Les études génétiques, telles que les études de liaison ou d’association, ont permis d’acquérir une plus grande connaissance sur l’étiologie de plusieurs maladies affectant les populations humaines. Même si une dizaine de milliers d’études génétiques ont été réalisées sur des centaines de maladies ou autres traits, une grande partie de leur héritabilité reste inexpliquée. Depuis une dizaine d’années, plusieurs percées dans le domaine de la génomique ont été réalisées. Par exemple, l’utilisation des micropuces d’hybridation génomique comparative à haute densité a permis de démontrer l’existence à grande échelle des variations et des polymorphismes en nombre de copies. Ces derniers sont maintenant détectables à l’aide de micropuce d’ADN ou du séquençage à haut débit. De plus, des études récentes utilisant le séquençage à haut débit ont permis de démontrer que la majorité des variations présentes dans l’exome d’un individu étaient rares ou même propres à cet individu. Ceci a permis la conception d’une nouvelle micropuce d’ADN permettant de déterminer rapidement et à faible coût le génotype de plusieurs milliers de variations rares pour un grand ensemble d’individus à la fois. Dans ce contexte, l’objectif général de cette thèse vise le développement de nouvelles méthodologies et de nouveaux outils bio-informatiques de haute performance permettant la détection, à de hauts critères de qualité, des variations en nombre de copies et des variations nucléotidiques rares dans le cadre d’études génétiques. Ces avancées permettront, à long terme, d’expliquer une plus grande partie de l’héritabilité manquante des traits complexes, poussant ainsi l’avancement des connaissances sur l’étiologie de ces derniers. Un algorithme permettant le partitionnement des polymorphismes en nombre de copies a donc été conçu, rendant possible l’utilisation de ces variations structurales dans le cadre d’étude de liaison génétique sur données familiales. Ensuite, une étude exploratoire a permis de caractériser les différents problèmes associés aux études génétiques utilisant des variations en nombre de copies rares sur des individus non reliés. Cette étude a été réalisée avec la collaboration du Wellcome Trust Centre for Human Genetics de l’University of Oxford. Par la suite, une comparaison de la performance des algorithmes de génotypage lors de leur utilisation avec une nouvelle micropuce d’ADN contenant une majorité de marqueurs rares a été réalisée. Finalement, un outil bio-informatique permettant de filtrer de façon efficace et rapide des données génétiques a été implémenté. Cet outil permet de générer des données de meilleure qualité, avec une meilleure reproductibilité des résultats, tout en diminuant les chances d’obtenir une fausse association. / Genetic studies, such as linkage and association studies, have contributed greatly to a better understanding of the etiology of several diseases. Nonetheless, despite the tens of thousands of genetic studies performed to date, a large part of the heritability of diseases and traits remains unexplained. The last decade experienced unprecedented progress in genomics. For example, the use of microarrays for high-density comparative genomic hybridization has demonstrated the existence of large-scale copy number variations and polymorphisms. These are now detectable using DNA microarray or high-throughput sequencing. In addition, high-throughput sequencing has shown that the majority of variations in the exome are rare or unique to the individual. This has led to the design of a new type of DNA microarray that is enriched for rare variants that can be quickly and inexpensively genotyped in high throughput capacity. In this context, the general objective of this thesis is the development of methodological approaches and bioinformatics tools for the detection at the highest quality standards of copy number polymorphisms and rare single nucleotide variations. It is expected that by doing so, more of the missing heritability of complex traits can then be accounted for, contributing to the advancement of knowledge of the etiology of diseases. We have developed an algorithm for the partition of copy number polymorphisms, making it feasible to use these structural changes in genetic linkage studies with family data. We have also conducted an extensive study in collaboration with the Wellcome Trust Centre for Human Genetics of the University of Oxford to characterize rare copy number definition metrics and their impact on study results with unrelated individuals. We have conducted a thorough comparison of the performance of genotyping algorithms when used with a new DNA microarray composed of a majority of very rare genetic variants. Finally, we have developed a bioinformatics tool for the fast and efficient processing of genetic data to increase quality, reproducibility of results and to reduce spurious associations.

Magister Scientiae - MSc (Biotechnology) / The vaginal mucosa is dominated by Gram positive, rod shaped lactobacilli which serve as a natural barrier against infection. In both healthy and BV infected women Lactobacillus crispatus and Lactobacillus jensennii has been found to be the predominant Lactobacillus species. Many studies have been conducted to assess factors influencing lactobacilli dominance in the vaginal microbiome. However, no study has evaluated the impact of plasmids on the vaginal lactobacilli. In the present study two plasmids, pLc17 and pLc4, isolated from vaginal Lactobacillus species of both healthy and BV infected women were characterized. pLc4 was present in both Lactobacillus crispatus and Lactobacillus jensennii while pLc17 was only present in Lactobacillus crispatus. pLc17 (16663 bp in size) encoded a ribonucleotide diphosphate reductase (RNR), a filamentation induced by cAMP-like (FIC-like) protein and numerous mobile elements. The FIC-like protein may assist pLc17 to persist within the bacterial population, while RNR is commonly associated with phages and may indicate phage infection. pLc4 (4224 bp in size) encodes for a replication initiator protein and a plasmid partitioning protein. The replication protein on pLc4 shows 44% identity with the replication initiation protein of pSMQ173b_03. On further phylogenetic and sequence analysis with other Rolling Circle Replication (RCR) plasmids, pLc4 appears to be novel as the plasmid shows a low degree of similarity to these RCR plasmids. pLc17 appears to carry both a RCR replicon as well as a theta replicon, similar to pIP501, the broad-host-range plasmid from Bacillus subtilis. The relative Plasmid Copy Number (PCN) for pLc4 and pLc17 was analysed using quantitative polymerase chain reaction (qPCR) for the healthy state relative to the disease state from twentyeight vaginal swab samples obtained from the National Institute for Communicable Diseases (NICD). The relative PCN for pLc4 and pLc17 had a fold increase of ~2.803 and ~1.693, respectively in the healthy patient samples relative to BV infected patient samples. However, there were not found to be significant differences when taking the standard error into account Due to the novelty of these plasmids further analysis and characterisation is required for both plasmids, to establish what role they may play in the health of the vaginal milieu.

Fundação Carlos Chagas Filho de Amparo a Pesquisa do Estado do Rio de Janeiro / A Deficiência Intelectual (DI) é uma condição complexa, que acomete 2-3% da população mundial, constituindo um importante problema de saúde pública. No entanto, uma parcela significativa dos casos de DI permanece sem um diagnóstico definitivo, o que demonstra que muitos fatores etiológicos associados a esta condição ainda precisam ser elucidados. Há um consenso de que o número de homens com DI supera em 30% o número de mulheres, um achado atribuído à presença de mutações em genes localizados no cromossomo X. Dentre os genes presentes neste cromossomo que são expressos no cérebro, o Jumonji AT-rich interactive domain 1C (JARID1C) foi identificado como um potencial candidato a estar relacionado à DI ligada ao X (DILX). O gene JARID1C codifica uma desmetilase da lisina 4 da histona H3 (H3K4), imprescindível para a regulação epigenética. Tão importante quanto o estudo do gene JARID1C em pacientes com DI é a busca por variações no número de cópias gênicas (VNCs) em regiões cromossômicas subteloméricas. Genes relacionados ao desenvolvimento cerebral são enriquecidos em VNCs e as regiões subteloméricas são mais susceptíveis à formação destes rearranjos. Diante do exposto, neste estudo, investigamos mutações no gene JARID1C (exons 3, 4, 5, 8, 10, 14 e 23) em 148 homens portadores de DI pertencentes a famílias com padrão de segregação sugestivo de DILX. Paralelamente, analisamos VNCs subteloméricas em 174 homens com DI familiar de etiologia idiopática, independente do padrão de segregação. Para todos os indivíduos selecionados, amostras de DNA genômico foram extraídas a partir de sangue periférico e alterações genéticas frequentemente relacionadas à DI foram previamente excluídas (expansões trinucleotídicas nos loci FRAXA e FRAXE e mutações nos genes MECP2 e ARX). A análise do gene JARID1C foi realizada pela técnica de PCR, seguida da análise dos produtos amplificados por sequenciamento. Foram identificadas quatro variantes silenciosas (c.564G>A, c.633G>C, c.1884G>A, c.1902C>A). Através da análise in silico de sequências exônicas acentuadoras de splicing (ESEs) localizadas nas posições das variantes encontradas, foi possível classificar a variante c.1884G>A como neutra e as três variantes restantes como possíveis criadoras de ESEs. Já para a investigação das VNCs subteloméricas, foi utilizada a metodologia de Multiplex Ligation-dependent Probe Amplification (MLPA), capaz de identificar microdeleções e microduplicações nas 46 regiões subteloméricas. Para este fim, inicialmente, os indivíduos foram investigados pelo kit de MLPA P036, enquanto que para aqueles que exibiram alterações também foi utilizado o kit P070. A validação das VNCs encontradas foi realizada por PCR quantitativo em Tempo Real. A análise por MLPA revelou um indivíduo apresentando duas deleções (9p e 13q), um indivíduo apresentando duas amplificações (1p e 2p), dois indivíduos apresentando uma deleção e uma amplificação (18p e 18q; 4p e 8p), quatro indivíduos portadores de uma deleção cada (10p, 20p, 3q e 22q) e dois indivíduos com uma amplificação cada (7q e 20p). Algumas das alterações subteloméricas encontradas (2,87%) representam VNCs de relevância clínica para o estudo da DI, reforçando a importância do rastreamento de rotina de VNCs subteloméricas na DI familiar. Consideramos que a elucidação de novos genes ou mecanismos moleculares diretamente relacionados à DI é um caminho promissor e urgente para o estabelecimento de novas estratégias terapêuticas possíveis. / Intellectual Disability (ID) is a complex condition, which affects 2-3% of general population, constituting a major public health problem. Nevertheless, a significant number of ID cases remain to have a definitive diagnosis, showing that many etiologic factors associated with this condition need to be elucidated. There is a consensus that the number of ID males exceeds by 30% the number of females, a finding that is attributed to the presence of mutations in genes located on chromosome X. Among the X-linked brain-expressed genes, the Jumonji AT-rich interactive domain 1C (JARID1C) was identified as a potential candidate to be related to X-Linked ID (XLID). The JARID1C gene encodes a histone demethylase specific for histone 3 lysine 4 (H3K4), which is indispensable for the epigenetic regulation. As important as the study of JARID1C gene in ID patients is the search for subtelomeric copy number variations (CNVs). Genes related to brain development are enriched in CNVs and subtelomeric regions are particularly susceptible to these rearrangements. In view of this evidence, in this study we investigated JARID1C mutations (exons 3, 4, 5, 8, 10, 14 and 23) among 148 males with ID from families with a segregation pattern suggestive of XLID. In parallel, we analyzed subtelomeric CNVs among 174 males with idiopathic familial ID, regardless of the segregation pattern. For all selected individuals, genomic DNA was extracted from peripheral blood and other frequent genetic causes related to ID were previously excluded (trinucleotide expansions at FRAXA and FRAXE loci and mutations in MECP2 and ARX genes). The JARID1C gene analysis was performed by PCR followed by sequencing analysis of the amplified products. We identified four silent mutations (c.564G>A, c.633G>C, c.1884G>A and c.1902C>A). In silico analysis of exonic splicing enhancers (ESEs) located in the variants positions made possible to classify the variant c.1884G>A as neutral and the remaining variants as potential creators of new ESEs. For the investigation of subtelomeric CNVs, Multiplex Ligation-dependent Probe Amplification (MLPA) methodology was applied to identify microdeletions and microduplications in the 46 subtelomeric regions. For this purpose, individuals were initially investigated by P036 MLPA kit, whereas for those who exhibited abnormalities, the P070 kit was also used. The CNVs validation was performed by quantitative Real Time PCR. The MLPA analysis revealed an individual with two deletions (9p and 13q), an individual with two amplifications (1p and 2p), two individuals with a deletion and amplification (18q and 18p; 4p and 8p), four individuals with a deletion (10p, 20p, 3q and 22q) and two individuals with an amplification (7q and 20p). Some of the changes found (2,87%) represent subtelomeric CNVs of clinical relevance for the study of ID, reinforcing the importance of routine screening of subtelomeric CVNs in cases of familial ID. We believe that the elucidation of novel genes or molecular mechanisms directly related to ID is a promising and urgent way for establishing new possible therapeutic strategies.