Background: Prostate cancer (PCa) is one of the most prevalent cancers worldwide. The clinical manifestations and molecular characteristics of PCa are highly variable. Aggressive types require radical treatment, whereas indolent ones may be suitable for active surveillance or organ-preserving focal therapies. Patient stratification by clinical or pathological risk categories still lacks sufficient precision. Incorporating molecular biomarkers, such as transcriptome-wide expression signatures, improves patient stratification but so far excludes chromosomal rearrangements. In this study, we investigated gene fusions in PCa, characterized potential novel candidates, and explored their role as prognostic markers for PCa progression. Methods: We analyzed 630 patients in four cohorts with varying traits regarding sequencing protocols, sample conservation, and PCa risk group. The datasets included transcriptome-wide expression and matched clinical follow-up data to detect and characterize gene fusions in PCa. With the fusion calling software Arriba, we computationally predicted gene fusions. Following detection, we annotated the gene fusions using published databases for gene fusions in cancer. To relate the occurrence of gene fusions to Gleason Grading Groups and disease prognosis, we performed survival analyses using the Kaplan–Meier estimator, log-rank test, and Cox regression. Results: Our analyses identified two potential novel gene fusions, MBTTPS2,L0XNC01::SMS and AMACR::AMACR . These fusions were detected in all four studied cohorts, providing compelling evidence for the validity of these fusions and their relevance in PCa. We also found that the number of gene fusions detected in a patient sample was significantly associated with the time to biochemical recurrence in two of the four cohorts (log-rank test, p-value < 0.05 for both cohorts). This was also confirmed after adjusting the prognostic model for Gleason Grading Groups (Cox regression, p-values < 0.05). Conclusions: Our gene fusion characterization workflow revealed two potential novel fusions specific for PCa. We found evidence that the number of gene fusions was associated with the prognosis of PCa. However, as the quantitative correlations were only moderately strong, further validation and assessment of clinical value is required before potential application.

Since the dawn of the genomics era, the genetics of numerous human disorders has been understood which has led to improvements in targeted therapeutics. However, the focus of most research has been primarily on protein coding genes, which account for only 2% of the entire genome, leaving much of the remaining genome relatively unstudied. In particular, repetitive sequences, called microsatellites (MST), which are tandem repeats of 1 to 6 bases, are known to be mutational hotspots and have been linked to diseases, such as Huntington disease and Fragile X syndrome. This work represents a significant effort towards closing this knowledge gap. Specifically, we developed a next generation sequencing based enrichment method along with the supporting computational pipeline for detecting novel MST sequences in the human genome. Using this global MST enrichment protocol, we have identified 790 novel sequences. Analysis of these novel sequences has identified previously unknown functional elements, demonstrating its potential for aiding in the completion of the euchromatic DNA. We also developed a disease risk diagnostic using a novel target specific enrichment method that produces high resolution MST sequencing data that has the potential to validate, for the first time, the link between MST genotype variation and cancer. Combined with publicly available exome datasets of non-small cell lung cancer and 1000 genomes project, the target specific MST enrichment method uncovered a signature set of 21 MST loci that can differentiate between lung cancer and non-cancer control samples with a sensitivity ratio of 0.93. Finally, to understand the molecular causes of MST instability, we analyzed genomic variants and gene expression data for an autosomal recessive disorder, Fanconi anemia (FA). This first of its kind study quantified the heterogeneity of FA cells and demonstrated the possibility of utilizing the DNA crosslink repair dysfunctional FA cells as a suitable system to further study the causes of MST instability. / Ph. D. / The field of genetics has enjoyed substantial growth since the conclusion of the human genome project, which was declared complete in the year 2003. The human genome project produced the first framework for the human DNA sequence, the human genome. With the availability of this framework, the understanding of the genetic basis for a number of diseases has significantly grown, which has resulted in better methods of clinical diagnosis and treatment. While the current focus on understanding the genomic regions that are responsible for making proteins has inarguably helped, it has also created a gap in knowledge. Protein coding regions of the human genome account only for 2% of the entire human genome and a large part (47%) of the genome is occupied by repetitive DNA. DNA sequences can be complex, with the nucleotides arranged in no particular order, e.g. ATCGTACGA, or DNA sequences can be repetitive, e.g. ATATATATAT. Repetitive sequences, which have repeating units of 1 to 6 bases, are called microsatellites (MST). MSTs have been shown to be unstable and they have been linked to diseases such as Huntington disease and Fragile X syndrome. This work helps to close this knowledge gap by developing molecular methods and computational tools focused on identifying MST variations. Research conducted with this aim has resulted in three major accomplishments. One, we developed novel molecular and computational methods which we used to detect 790 previously unknown sequences in the human genome. This work proved the ability of our method to uncover functional elements in the human genome that can potentially answer numerous biological questions. Two, we developed another novel method for the production of high resolution MST sequence data that not only can improve MST research in general but also shows the potential for the development of new genetic diagnostics and cancer therapeutics. We identified a signature set of 21 MST sequences that can differentiate between lung cancer patient genomes and non-cancer control genomes. These results represent the first potential validation for a proposed link between MST sequence length (genotype) variation and cancer. Three, we attempt to understand a possible molecular cause and consequences of MST instability in a disease called Fanconi anemia. The results from this work not only, for the first time, quantify the effects of this disease on the genome but also establishes Fanconi anemia as a suitable system for studying MST instability in detail.

No / Transposable elements (TEs), such as endogenous retroviruses (ERVs), are common in the genomes of vertebrates. ERVs result from retroviral infections of germ-line cells, and once integrated into host DNA they become part of the host's heritable genetic material. ERVs have been ascribed positive effects on host physiology such as the generation of novel, adaptive genetic variation and resistance to infection, as well as negative effects as agents of tumorigenesis and disease. The avian leukosis virus subgroup E family (ALVE) of endogenous viruses of chickens has been used as a model system for studying the effects of ERVs on host physiology, and approximately 30 distinct ALVE proviruses have been described in the Gallus gallus genome. In this report we describe the development of a software tool, which we call Vermillion, and the use of this tool in combination with targeted next-generation sequencing (NGS) to increase the number of known proviruses belonging to the ALVE family of ERVs in the chicken genome by 4-fold, including expanding the number of known ALVE elements on chromosome 1 (Gga1) from the current 9 to a total of 40. Although we focused on the discovery of ALVE elements in chickens, with appropriate selection of target sequences Vermillion can be used to develop profiles of other families of ERVs and TEs in chickens as well as in species other than the chicken. / Financial support was provided by the EW GROUP, as well as grants from the Canada Foundation for Innovation, Canada Research Chairs Program, and the Natural Sciences and Engineering Council of Canada to RGB, and Canada Institutes of Health Research funding to MGIL and CJM.

No description available.

Mon projet de doctorat était de créer un pipeline pour taxono-génomique pour la comparaison de plusieurs génomes bactériens. Deuxièmement, je automatisé le processus d'assemblage (NGS) et annotation à l'aide de divers logiciels open source ainsi que la création de scripts de maison pour le laboratoire. Enfin, nous avons intégré le pipeline dans la description de plusieurs espèces bactériennes de laboratoire sur. Cette thèse est divisée principalement en Taxono- génomique et Microbiogenomics. Les avis de la section taxono-génomique, décrit sur les avancées technologiques en génomique et métagénomique pertinentes dans le domaine de la microbiologie médicale et décrit la stratégie taxono-génomique en détail et comment la stratégie polyphasique avec des approches génomiques sont reformatage de la définition de la taxonomie bactérienne. Les articles décrivent les bactéries cliniquement importantes, leur séquençage complet du génome et les études génomiques comparatives, génomiques et taxono-génomique de ces bactéries. Dans cette thèse, j'ai inclus les articles décrivant ces organismes: Megasphaera massiliensis, Corynebacterium ihumii, Collinsella massiliensis, Clostridium dakarense. Bacillus dielmoensis, jeddahense, Occidentia Massiliensis, Necropsobacter rosorum et Pantoea septica. Oceanobacillus / My PhD project was to create a pipeline for taxono-genomics for the comparison of multiple bacterial genomes. Secondly I automated the process of assembly (NGS) and annotation using various open source softwares as well as creating in house scripts for the lab. Finally we incorporated the pipeline in describing several bacterial species from out lab. This thesis is subdivided mainly into Taxono-genomics and Microbiogenomics. The reviews in taxono-genomics section, describes about the technological advances in genomics and metagenomics relevant to the field of medical microbiology and describes the strategy taxono-genomics in detail and how polyphasic strategy along with genomic approaches are reformatting the definition of bacterial taxonomy. The articles describes clinically important bacteria, their whole genome sequencing and the genomic, comparative genomic and taxono-genomic studies of these bacteria.

A fundamental goal in biological research is to gain an understanding of the evolutionary processes and genetic elements that drive speciation. Genes responsible for reproductive isolation in young divergent lineages are particularly poorly known. In this thesis, the speciation genetics of carrion (Corvus (corone) corone) and hooded (C. (corone) cornix) crows were studied. These taxa differ strikingly in colouration and meet in a narrow hybrid zone in Europe, yet appear to be very similar genetically. A major component of reproductive isolation is social selection on colour differences. First, we investigated the genetic basis of plumage divergence between carrion and hooded crows using a candidate gene approach. Nucleotide divergence was confirmed to be low, while there was no evidence for any of the sequenced genes to be associated with colour differences. Second, we performed a simulation study to assess the performance of RNA-seq, a relatively novel approach that we later employed ourselves. We asked how variation in transcriptome complexity and bioinformatic workflow affected the accuracy of gene expression profiling. We generally found reassuring robustness and made a number of specific recommendations. Third, we compared the corticosterone stress response of carrion and hooded crows. In accordance with the hypothesis that the degree of melanization and physiological traits are correlated due to pleiotropy, we found a higher stress response in hooded crows, and detected possibly associated gene expression in pituitary. Fourth, we investigated genomic divergence by assembling a hooded crow reference genome followed by whole-genome resequencing of four European population samples. Northern European carrion crows were more similar to hooded crows than to Spanish carrion crows, pointing towards rampant introgression far beyond the hybrid zone. Nevertheless, several narrow genomic regions harboured high between-taxon divergence and were potentially associated with phenotypic traits. Fifth, we compared whole-transcriptome gene expression profiles between crows, focusing on skin with developing feathers. We used a design that allowed to differentiate between taxon-specific, colour-specific and body patterning effects. Widespread underexpression of genes in the melanogenesis pathway was associated with grey colour, and we detected several genes that may contribute to colour divergence in this system.

Le syndrome de Usher est une maladie génétique associant surdité congénitale et rétinopathie pigmentaire (RP), auxquelles peuvent s'ajouter des troubles vestibulaires. Les différences phénotypiques, distinguées en 3 types cliniques, s'accompagnent d'une hétérogénéité génétique impliquant au moins 10 gènes. Identifier et caractériser les causes moléculaires grâce aux outils d'analyses génétiques disponibles permet d'améliorer la compréhension des mécanismes physiopathologiques à l'origine des symptômes du syndrome de Usher. Dans ce cadre, nous nous sommes inscrits dans une recherche d'exhaustivité des études moléculaires. Dans un premier temps, nous avons ainsi mis en place l'analyse et défini le spectre mutationnel des gènes minoritairement impliqués dans le type II (GPR98 et DFNB31). Nous avons également développé différents outils, notamment pour l'analyse de variants altérant le mécanisme d'épissage ou touchant les régions promotrices des gènes USH2.Ces travaux permettent d'obtenir un taux de détection des altérations conduisant au syndrome de Usher type 2 de 90 %. Ce taux est maintenant similaire à celui observé pour le type 1, qui constituait jusqu'ici la référence.Nous avons, dans un second temps, développé le séquençage nouvelle génération (NGS) appliqué à l'exome Usher. L'objectif de cette analyse était de tester la faisabilité et l'efficacité de cette approche, en vue de son éventuelle utilisation en diagnostic moléculaire. La définition des critères de qualité et la mise en place de la priorisation des variants ont été réalisées sur un groupe contrôle. L'étude a ensuite été étendue sur une cohorte de patients. Les résultats obtenus montrent qu'une utilisation en diagnostic est possible mais restera dépendante de l'amélioration de la technique du séquençage, de son analyse et des outils bioinformatiques pour interpréter le volume de données ainsi généré. / Usher syndrome is a genetic disorder combining sensorineural hearing loss (HL) and retinitis pigmentosa (RP). Some patients will also exhibit vestibular areflexia (VA). Clinical and genetic heterogeneity is recognized as the 3 clinical subgroups, defined mainly on the degree of HL and VA, can be caused by mutations in one of the 10 known genes. It is important to use all accessible genetic tools to identify and characterize molecular origin in order to improve the knowledge of the physiopathological mechanisms causing Usher Syndrome.In this context, we have developed an exhaustive approach. In a first step, we have implemented the analysis and established the mutational spectrum of the 2 minor USH2 genes (GPR98 and DFNB31). In addition, we have developed several tools, in particular to study variants susceptible to alter splicing or lying in the promoter regions of the USH2 genes.Thanks to this work, the USH2 mutation detection rate has now been raised to 90%, similar to that of USH1.We have then designed a targeted exome of the Usher genes to be sequenced using the GS Junior system (Roche 454). The aim of the study was to test the feasibility of this new technics for a possible transfer to diagnostic facilities. Quality criteria and variant priorization were set up on a control cohort (previously studied in one of the USH gene). The study has then been extended on a patient cohort. Our results indicate that NGS Usher-exome can be used in molecular diagnostics but improvement of the reliability of the sequencing technology, bioinformatics tools and dedicated databases is essential.

The main theme of this thesis research is concerned with developing a computational pipeline for processing Next-generation RNA sequencing (RNA-seq) data. RNA-seq experiments generate tens of millions of short reads for each DNA/RNA sample. The alignment of a large volume of short reads to a reference genome is a key step in NGS data analysis. Although storing alignment information in the Sequence Alignment/Map (SAM) or Binary SAM (BAM) format is now standard, biomedical researchers still have difficulty accessing useful information. In order to assist biomedical researchers to conveniently access essential information from NGS data files in SAM/BAM format, we have developed a Graphical User Interface (GUI) software tool named SAMMate to pipeline human transcriptome quantification. SAMMate allows researchers to easily process NGS data files in SAM/BAM format and is compatible with both single-end and paired-end sequencing technologies. It also allows researchers to accurately calculate gene expression abundance scores.

As neuropatias periféricas hereditárias são um grupo heterogêneo de doenças relacionadas que afetam o sistema nervoso periférico. Elas podem ser classificadas de acordo com a velocidade de condução motora nos membros superiores (tipo 1 - CMT1, tipo 2 - CMT2 ou intermediário - iCMT), de acordo com o padrão de herança (autossômicas dominantes, autossômicas recessivas ou ligadas ao X) e quanto ao fenótipo de apresentação (neuropatias hereditária sensitivo e motora - CMT, neuropatia hereditária sensitiva - HSN ou neuropatia motora hereditária distal - dHMN). O uso das tecnologias de sequenciamento de nova geração (NGS) para diagnóstico de pacientes com neuropatia hereditária é particularmente eficiente uma vez que representa uma doença Mendeliana com mais de 90 genes diferentes relacionados. Foram avaliados 30 pacientes com diferentes subtipos de neuropatia hereditária (3 CMT1, 12 CMT2, 8 iCMT, 4 dHMN e 3 HSN). Foram identificadas 6 mutações (SH3TC2, GDAP1, MME, IGHMBP2, 2 AARS) e 7 variantes provavelmente patogênicas (KIF1A, DRP2, MME, MPZ, VRK1, SIGMAR1, FLVCR1). Com uma taxa de positividade de 43.3%. As variantes provavelmente patogênicas foram consideradas como a causa da apresentação fenotípica apresentada pelos pacientes baseado na frequência de variantes nos bancos de população normal, no efeito bioquímico das variantes sobre a estrutura proteica e pela análise in silico. No entanto, essas variantes necessitam de evidências adicionais que confirmem sua patogenicidade. Foram identificadas variantes novas nos genes MPZ, KIF1A, DRP2, IGHMBP2, VRK1, SIGMAR1 e FLVCR1 ampliando a variabilidade genotípica desses genes. A associação das mutações identificadas nos genes VRK1, KIF1A, IGHMBP2 e FLVRC1 permitiu a expansão dos fenótipos relacionados a esses genes. Mutações no gene VRK1 podem causar uma dHMN com sinais de liberação piramidal e envolviemento preferencial do compartimento posterior da perna. Transtorno do espectro autista pode ser observado em associação a mutações no gene KIF1A e mutações no gene FLVRC1 podem causar um fenótipo grave caracterizado por insensibilidade congénita a dor e acromutilações. Mutações no gene IGHMBP2 podem causar uma sobreposição entre os fenótipos SMARD1/CMT2S com disautonomia restrita ao trato gastro intestinal. Esse estudo demonstra que o uso de WES para o diagnóstico molecular de doenças geneticamente heterogêneas como as neuropatias hereditárias é uma ferramenta útil. / The hereditary peripheral neuropathies are a heterogeneous group of genetic disorders in which peripheral nervous system degeneration leads to weakness, atrophy and loss of sensation. It can be classified according motor conduction velocities in the upper limbs (type 1 - CMT1, type 2 - CMT2 or intermediate - iCMT), according to inheritance pattern (autosomal dominant, autosomal recessive or X linked) and according to the mainly group of fibres clinically involved (hereditary sensory and motor neuropathy - CMT, hereditary sensory neuropathy - HSN or distal hereditary motor neuropathy - dHMN). The use of next generation sequencing technologies (NGS) for the diagnosis of patients with genetic diseases is well established, as CMT is a Mendelian disease with more than 90 different related genes already reported. We evaluated 30 patients with all subtypes of hereditary neuropathy (3 CMT1, 12 CMT2, 8 iCMT, 4 dHMN and 3 HSN). Six mutations (SH3TC2, GDAP1, MME, IGHMBP2, 2 AARS) and 7 likely pathogenic variants (KIF1A, DRP2, MME, MPZ, VRK1, SIGMAR1, FLVCR1) were detected, leading to a positive rate of 43.3%. Likely pathogenic variants were considered based on their frequency in normal population, in silico analysis and segregation with phenotype. Despite they have strong evidences to support their causative status further evidence of their pathogenicity is required. New variants were identified in the genes MPZ, KIF1A, DRP2, IGHMBP2, VRK1, SIGMAR1 and FLVCR1 amplifying their genotypic variability. The mutations identified in VRK1, KIF1A, IGHMBP2 and FLVRC1 expanded their phenotype spectrum. Mutations in the VRK1 gene may cause dHMN with upper motor neuron signs. Autistic spectrum disorder may be observed in association with mutations in the KIF1A gene and mutations in the FLVRC1 gene may cause a severe phenotype characterized by congenital insensitivity to pain and acromutilations. Mutations in the IGHMBP2 gene may cause an overlap between SMARD1 and CMT2S phenotypes with organ specific dysautonomia. This study demonstrates that WES is a powerful tool for molecular diagnosis of hereditary neuropathies. Additionally, this study provides new information on the mutations in the VRK1, KIF1A and FLVRC1 genes by adding new mutations and increasing the phenotypic variability of the neuropathies associated with these genes.This study demonstrates WES is a powerful tool for molecular diagnosis of hereditary neuropathies.

Les milliers d’espèces de microorganismes présentes dans les océans sont essentiellement connus pour être planctoniques ou benthiques. Moins décrits, de nombreux micro-organismes colonisent également la surface et le tube digestif des macro-organismes marins, formant des communautés appelées microbiomes. Ces microbiomes ont des conséquences cruciales sur la fitness de leur hôte. Les récents progrès en biologie moléculaire ont ouvert la voie à une caractérisation des différentes facettes de sa biodiversité, à la fois taxonomique, phylogénétique, et fonctionnelle. L’objectif de cette thèse est donc de caractériser la biodiversité des microbiomes cutanés des organismes marins, d’identifier ses échelles de variabilité, ses déterminants, et son importance à l’échelle de l’écosystème. Dans un premier temps j’ai mesuré l’efficacité d’indices de biodiversité à détecter des signaux écologiques dans le cas spécifique de communautés microbiennes. Puis, j’ai décrit le microbiome cutané des principaux grands clades d’animaux marins (poissons téléostéens, cétacés et invertébrés de plusieurs classes). J’ai démontré que le microbiome cutané était très différent des communautés présentes dans l’eau environnante. J’ai aussi montré qu’il était variable, à la fois entre individus et entre espèces, mais ne présentait pas de patron de phylosymbiose. Enfin, j’ai évalué la contribution de la diversité des microbiomes cutanés à la diversité de la communauté microbienne globale d’un écosystème corallien. J’ai ainsi démontré que les animaux marins hébergent collectivement une richesse microbienne presque vingt fois supérieure à celle de l’eau les environnant, et 75% de la richesse phylogénétique à l’échelle de l’écosystème. Dans un contexte d’érosion massive de la diversité des macro-organismes marins, ces résultats soulignent la nécessité d’évaluer plus exhaustivement la biodiversité microbienne marine et sa vulnérabilité face aux pressions anthropiques. / Oceans contain thousands of microbial species playing crucial roles for the functioning of the marine ecosystem. These microorganisms are present everywhere in the water column. Some microorganisms also colonize the surface and the digestive tract of marine macro-organisms, forming communities called microbiomes. These microbiomes have positive effects for their host’s fitness. The diversity of these marine animal surface microbiome is still largely understudied, despite recent progress in molecular biology that now permits to fully assess its different facets of biodiversity, i.e. taxonomic, phylogenetic and functional. The goal of this thesis is therefore to describe the diversity of the surface microbiome of marine animals, to assess its variability at different levels, as well as its determinants, and the significance of such diversity at the ecosystem’s scale. Firstly, I have assessed the efficiency of various diversity indices to detect ecological signals in the specific case of microbial communities. Secondly, I have described the surface microbiome of major marine animal clades (teleostean fishes, cetaceans and several classes of invertebrates). I found that these microbiomes are highly distinct from the surrounding planktonic communities. I demonstrated that these microbiomes are variable both between individuals from the same species and between species, but do not show a phylosymbiosis pattern. Last, I assessed the contribution of surface microbiomes to the global microbial community at the scale of a coral reef ecosystem. I demonstrated that marine animal surfaces host almost twenty times more microbial species than the water column, and 75% of the phylogenetic richness present in the ecosystem. In a context of massive erosion of marine macroscopic organisms, it is therefore urgent to exhaustively assess marine microbial biodiversity and its vulnerability facing anthropic pressures.