Le succès évolutif de la polyploïdie, notamment de l’allopolyploïdie (où la duplication de génome complet est associée à une hybridation entre génomes différenciés) est en partie lié au fait que cet événement s’accompagne de nombreux changements dans l'organisation du génome et la régulation de l'expression des gènes. On parle du « choc génomique » de l’hybridation interspécifique et de l’allopolyploïdie. Ces sources de diversité génétique, à la fois structurale et fonctionnelle, apparaissent utiles et nécessaires à l'adaptation et l’évolution des espèces. Alors que de nombreuses études portant sur la compréhension des mécanismes moléculaires à l’origine du succès des allopolyploïdes ont concerné les modifications de l’expression des gènes, mes travaux de thèse ont porté sur les agents non codants du génome que sont les éléments transposables et les petits ARN non codants. Le modèle d'étude est le colza (Brassica napus, AACC), espèce allotétraploïde issue de l'hybridation entre les espèces diploïdes navette (B. rapa, AA) et chou (B. oleracea, CC). Nous disposions de colzas néo-synthétisés, étudiés à différentes générations d’autofécondation, permettant de caractériser les changements génomiques accompagnant la formation puis l’évolution du génome néo-allopolyploïde. Une étude a tout d’abord été menée sur un élément transposable (ET) spécifique du génome C, Bot1, en vue d’identifier de nouvelles transpositions survenant chez les colzas néo-synthétisés par rapport aux parents diploïdes, par une approche SSAP. Quelques rares événements de transposition ont été identifiés. Ces résultats, confrontés à ceux obtenus sur deux autres ET, ont permis de mettre en évidence un impact modéré de l’allopolyploïdie sur la transposition de ces différents ET. Par contre, il est apparu que des changements de méthylation auraient accompagné cette allopolyploïdisation, sans doute à l’origine de la réactivation et la transposition de quelques copies de Bot1. Les petits ARN non codants ont été suggérés comme impliqués dans les différents événements génomiques accompagnant la formation d’un génome allopolyploïde. Pour étudier la dynamique d’expression des petits ARN chez des colzas néo-synthétisés pris à deux générations d’autofécondation (S1, S5) en comparaison de leurs parents diploïdes, j’ai exploité des données de séquençage haut débit obtenues pour 11 banques construites à partir des tiges de ces différents génotypes. J’ai ainsi démontré, qu’à une échelle globale, les petits ARN présentaient une réponse immédiate mais transitoire à l’événement d’allopolyploïdie. Les fractions particulièrement affectées par l’allopolyploïdie se sont révélées correspondre (1) à des petits ARN interférents dérivés d’éléments transposables avec une baisse de leur abondance en génération précoce S1, et (2) à des populations de petits ARN de 21 nucléotides exprimées uniquement de manière très précoce, de l’hybride F1 à la génération S1. Nous avons notamment identifié des transcrits de type viral correspondant à ces petits ARN de 21-nt, et présentant les mêmes profils d’expression (de l’hybride F1 à la génération S1), suggérant une réactivation d’éléments viraux endogènes (EVE) en réponse à l’hybridation et l’allopolyploïdie. L’ensemble de mon étude a démontré la mise en place d’une succession des voies de régulation par petits ARN où ET et EVE, réactivés au niveau transcriptionnel, sont immédiatement soumis à une répression post-transcriptionnelle (PTGS), renforcée ensuite par une répression de leur transcription (TGS). L’hypothèse d’une absence de cette régulation par petits ARN lors des phénomènes de nécrose et létalité hybride, amène à envisager ces populations de petits ARN comme les clés de la réussite de la formation d’un génome hybride, où la répression immédiate et efficace des ET et autres endovirus, réactivés suite au choc génomique, se révèle être une nécessité. / The evolutionary success of polyploid species is partly due to the dynamic changes in genome organization and gene expression patterns that occur at the onset of the polyploid formation. These changes are promoted by the merging of divergent genomes into a single nucleus (i.e. allopolyploidy) that causes a “genomic shock”; they are thought to provide a rich source of new genetic material upon which selection can act to promote adaptation and evolution. Many studies have thus aimed to uncover molecular mechanisms that are responsible for the evolutionary success of allopolyploid species, most of them focusing on gene expression changes. In the present PhD thesis, my interest has been concentrated on the non-coding components of the genome: transposable elements and small non-coding RNAs. My study involves oilseed rape (Brassica napus, AACC), a relatively young allopolyploid species that originated from hybridizations between B. rapa (AA) and B. oleracea (CC). Specifically, I have used resynthesized B. napus polyploids advanced by self-pollination of single plants for several generations; I have analyzed these plants at different generations for genomic changes accompanying polyploid formation and subsequent evolution. In a first part, sequence-specific amplification polymorphism (SSAP) targeting the C genome-specific transposable element Bot1, was used to evaluate transposition rate of Bot1 in resynthesized B. napus in comparison with the diploid parents. Only a few transposition events were identified. When combined with the results obtained for two other TEs, this work suggests that allopolyploidy has only a moderate impact on TE transposition and restructuring. The changes observed in SSAP profiles led us to hypothesize that some of them resulted from changes in DNA methylation, resulting in rare but highly specific TE activation and transposition. In a second part, I have concentrated on small non-coding RNAs (sRNAs), which are thought to mediate different aspects of the response to the “genomic shock” induced by allopolyploid formation. Comprehensive analyses of sRNA expression in resynthesized B. napus allopolyploids have been carried out by deep sequencing sRNAs from 11 libraries prepared from stems of three allotetraploids (surveyed at the two generations S1 and S5) and the two diploid parents. Characterization of sRNA distributions in these plants indicates that sRNAs show an immediate but transient response to allopolyploidy. The sRNAs derived from transposable elements (down-regulated in the S1) or targeting unknown sequences (no Blast hit against any available public database) were particularly affected. The use of B. napus mRNAseq data revealed that these latest unknown candidates, which are 21-nt long and over-expressed in the earliest generations (F1, S0, S1) were derived from endogenous viral elements (EVE). We confirmed that these EVEs showed the same expression patterns as the 21-nt long sRNAs that specifically target them (over-expression in the F1, S0 and S1). These results suggest that (at least) some EVEs might be reactivated as a response to the merging of divergent genomes (in interspecific hybrids and newly formed allopolyploids). Altogether, our results have demonstrated a succession of sRNA pathways that counteract the reactivation of some specific TEs and/or EVEs at the onset of polyploid formation; reactivated TEs and/or EVEs being immediately repressed at the post-transcriptional level (PTGS), and then fully repressed by transcriptional gene silencing (TGS) in the subsequent generations. Such data lead to hypothesize that sRNAs are essential to overcome interspecific hybrid incompatibilities due to the uncontrolled and deleterious reactivation of TEs / EVEs. Therefore, sRNAs should be considered as the guardians of genome integrity even in newly-formed allopolyploids.

Ziel dieser Arbeit war die Erhöhung der Temperaturtoleranz des Cyanobakteriums Synechocystis sp. PCC 6803 mittels ungerichteter Mutagenese und adaptiver Evolution. Trotz des erneuten Interesses an Cyanobakterien und Mikroalgen in den letzten Jahren, gibt es nur relativ wenige aktuelle Studien zum Einsatz dieser Methoden an Cyanobakterien. Zur Analyse eines mittels Mutagenese erzeugten Gemischs an Stämmen, ist es von großem Vorteil Hochdurchsatz-Methoden zur Kultivierung und zum Screening einsetzen zu können. Auf Basis eines Pipettierroboters wurde solch eine Plattform für phototrophe Mikroorganismen neu entwickelt und folgend stetig verbessert. Die Kultivierung erfolgt in 2,2ml Deepwell-Mikrotiterplatten innerhalb einer speziell angefertigten Kultivierungskammer. Schüttelbedingungen, Beleuchtung, Temperatur und CO2-Atmosphäre sind hierbei vollständig einstellbar.Die Plattform erlaubt semi-kontinuierliche Kultivierungen mit automatisierten Verdünnungen von hunderten Kulturen gleichzeitig. Automatisierte Messungen des Wachstums, des Absorptionsspektrums, der Chlorophyllkonzentration, MALDI-TOF-MS sowie eines neu entwickelten Vitalitätsassays wurden etabliert. Für die Mutagenese wurden die Letalität- und die nicht-letale Punktmutationsrate von ultravioletter Strahlung und Methylmethansulfonat für Synechocystis charakterisiert. Synechocystis wurde mit den so ermittelten optimalen Dosen mehrfach behandelt und anschließend einer in vivo Selektion unterzogen. Somit wurde dessen Temperaturtoleranz um bis zu 3°C erhöht. Über die Screeningplattform wurden die thermotolerantesten monoklonalen Stämme identifiziert. Nach einer Validierung wurde das vollständige Genom der Stämme sequenziert. Hierdurch wurden erstmals Mutationen in verschiedenen Genen mit der Langzeittemperaturtoleranz von Synechocystis in Verbindung gebracht. Bei einigen dieser Gene ist es sehr unwahrscheinlich, dass sie mittels anderer Verfahren hätten identifiziert werden können. / The goal of this work was the increase of the thermal tolerance of the cyanobacteria Synechocystis sp. PCC 6803 via random mutagenesis and adaptive evolution. Even with the renewed interest in cyanobacteria in the recent years, there is relatively limited current research available on the application of these methods on cyanobacteria. To analyse a mixture of various strains typically obtained through random mutagenesis, a method allowing high-throughput miniaturized cultivation and screening is of great advantage. Based on a pipetting robot a novel high-throughput screening system suitable for phototrophic microorganisms was developed and then constantly improved. The cultivation was performed in 2,2 ml deepwell microtiter plates within a cultivation chamber outfitted with programmable shaking conditions, variable illumination, variable temperature, and an adjustable CO2 atmosphere. The platform allows semi-continuous cultivation of hundreds of cultures in parallel. Automated measurements of growth, full absorption spectrum, chlorophyll concentration, MALDI-TOF-MS, as well as a novel vitality measurement protocol, have been established. Prior to the mutagenesis, the lethality and rate of non-lethal point mutations of ultraviolet radiation and methyl-methanesulphonate were characterized for Synechocystis. The thus determined optimal dosages were applied to Synechocystis followed by in vivo selection in four rounds of mutagenesis, thereby raising its temperature tolerance by 3°C. The screening platform was used to identify the most thermotolerant monoclonal strains. After validation, their whole genomes were sequenced. Thus mutations in various genes were identified which promote the strains'' thermal tolerance. For some of the genes it is very unlikely that their link to high thermal tolerance could have been identified by other approaches.

Les Wolbachia sont des alpha-proteobactéries présentes chez de nombreux arthropodes et nématodes filaires. Ces bactéries héritées maternellement induisent chez leurs hôtes des phénotypes allant du parasitisme au mutualisme, avec le long de ce continuum des phénotypes tels que la féminisation (F), l'incompatibilité cytoplasmique (IC) ou la mort des mâles. Wolbachia est ainsi un modèle particulièrement intéressant pour étudier les différents types de relations symbiotiques.Chez Brugia malayi, comme pour les autres nématodes filaires, Wolbachia vit en symbiose obligatoire avec son hôte. L'élimination de la bactérie par des traitements antibiotiques entraîne une perte de fertilité voire la mort du nématode. Chez l'isopode terrestre Armadillidium vulgare, Wolbachia induit la féminisation des mâles génétiques en femelles fonctionnelles entraînant des biais de sex-ratio vers les femelles dans la descendance.Pour comprendre les mécanismes impliqués dans ces deux symbioses, nous avons mis au point une nouvelle méthode de capture pour isoler l'ADN de Wolbachia et séquencer 8 souches de Wolbachia d'isopodes (F et IC). Une étude de génomique comparative a permis d'établir un premier pan-génome des bactéries du genre Wolbachia et d'identifier 2, 5 et 3 gènes présents seulement chez les souches mutualistes, féminisantes ou induisant la mort des mâles. L'expression des gènes potentiellement impliqués dans la féminisation ou le mutualisme a été étudiée au cours du développement de l'hôte. L'étude de l'interactome protéique bactérie-hôte a ensuite été initiée en utilisant comme appât des protéines bactériennes à domaines eucaryotes en vue d'identifier les cibles de Wolbachia chez l'hôte. / Bacteria of the genus Wolbachia are gram-negative alpha-proteobacteria present in many arthropods and filarial nematodes. These obligate intracellular bacteria are maternally inherited and induce a large number of phenotypes across the symbiosis continuum from mutualism to parasitism, including feminization (F), cytoplasmic incompatibility (CI) or male killing. Studying Wolbachia symbioses is therefore of particular interest in the investigation of symbiotic relationships.In Brugia malayi and other filarial nematodes, they are obligate leading to a loss of worm fertility, and eventual death upon their depletion with antibiotic. In arthropods, they rather are parasitic. In the isopod crustacean Armadillidium vulgare they cause feminization when present: genetic males develop as functional female leading to female biased sex-ratio progenies.In order to understand the molecular mechanisms of these two symbioses, we set up a new capture procedure to catch Wolbachia DNA and performed whole-genome sequencing on 8 Wolbachia strains, symbionts of isopods (F & CI). Comparative genomics led to the establishment of the Wolbachia pan-genome as well as the identification of phenotype related gene patterns. We identified 2, 5 and 3 genes that are only found in mutualist, feminizing and male killing strains, respectively. Expression of genes potentially involved in feminization and mutualism were also analyzed throughout host post-embryonic development. Host-symbiont interactome approach was then initiated by protein-protein interaction studies using bacterial proteins with eukaryote like motifs as bait in order to identify Wolbachia host targets involved in symbiosis.

La tuberculose, causée par Mycobacterium tuberculosis, connaît actuellement une résurgence inquiétante, et l’OMS estime à plus de 10 millions le nombre de nouveaux cas cliniques en 2015 avec environ 1,8 millions de décès dus à la maladie. Environ un tiers de la population mondiale est exposée à M.tuberculosis, et après exposition, la plupart des individus sont infectés par la mycobactérie. La grande majorité (~90%) des individus infectés ne présentera jamais de symptomatologie clinique. Parmi les 10% qui développent la maladie, environ la moitié le fera dans les deux années suivant l’infection, ce qui est en général considéré comme une forme primaire de tuberculose. Les autres patients présenteront leur maladie à distance de l’infection primaire (parfois plusieurs dizaines d’années plus tard) ; il s’agit des formes pulmonaires classiques de l’adulte. Chez l’homme, le rôle de certains facteurs génétiques a été maintenant démontré dans le développement d’une tuberculose active, à la fois la tuberculose pulmonaire de l’adulte et les formes plus disséminées de l’enfant, et aussi dans le contrôle de l’infection tuberculeuse. Cependant, la plus grande part de ces facteurs génétiques reste à identifier. Le premier objectif de ma thèse était d'identifier les facteurs génétiques de l'hôte modulant les phénotypes immunologiques de production d'Interféron gamma in vitro (IGRA) après exposition à M. tuberculosis dans un échantillon de 590 individus ayant été en contact avec un cas avéré de tuberculose dans le Val de Marne, en région parisienne. Puis, dans un second temps, de voir si les facteurs trouvés pouvaient être répliquées dans un échantillon familial d'Afrique du Sud, zone de très forte endémie tuberculeuse. Pour cela, j'ai tout d'abord réalisé des analyses de liaison génétique à l'échelle du génome entier sur plusieurs phénotypes quantitatifs d'IGRA. Celles-ci ont permis de mettre en évidence 2 loci majeurs (p < 10-4) répliqués en Afrique du Sud et liés à la production d'interféron gamma induite pour l’un par le bacille du BCG, et pour l’autre, par la part spécifique de l'antigène ESAT6 de M. tuberculosis (absent de la plupart des mycobactéries environnementales et du BCG), indépendamment de la capacité intrinsèque de réponse aux mycobactéries. La seconde étape a consisté en la réalisation d'une étude d'association sur les régions de liaison ainsi identifiées. Un variant associé au phénotype spécifique de l’ESAT6 (p < 10-5) a ainsi été trouvé, variant contribuant de manière significative au pic de liaison précédemment découvert (p<0.001) et ayant été rapporté comme modulant l’expression du gène ZXDC. Le second objectif de la thèse concernait l’identification de variants génétiques rares sous-jacents à la déclaration d’une tuberculose pulmonaire chez les individus infectés par le bacille. A cette fin, j’ai comparé les exomes de 120 patients tuberculeux à ceux de 136 individus infectés par le bacille mais non malades, tous originaires du Maroc. Cette étude m’a permis d’identifier le gène BTNL2, en bordure de la région HLA, dans lequel près de 10% des patients comportaient un variant rare perte de fonction contrairement aux contrôles qui n’en présentaient aucun. / Tuberculosis remains a major public health concern, with approximately 10.4 million new cases and 1.8 million deaths due to the disease in 2015 according to WHO. While an estimated one third of the world population is estimated to be infected with Mycobacterium tuberculosis, only about 10% of infected individuals go on to develop a clinical disease. Among them, half will declare the disease in the 2 years following infection, which is generally considered as primary tuberculosis. The other patients will develop the disease more distant in time of primary infection, sometimes several tens of years latter; these are classical pulmonary forms in adults. In humans, the role of genetic factors have been demonstrated in the development of active tuberculosis, in pulmonary forms as in disseminated forms in childhood, et also in the control of M.tuberculosis infection. Nevertheless, most of these genetic factors remain to identify. The first aim of my PhD was to identify genetic factors controlling in vitro interferon-gamma production phenotypes (IGRA) after exposure to M.tuberculosis in a sample of 590 subjects who were in contact with a proven tuberculous patient in Val-de-Marne, Paris suburbs, and in a second time, to try to replicate the findings in a south African familial sample where the tuberculosis is highly endemic. For this purpose, I first performed genome-wide genetic linkage analysis for several quantitative IGRA phenotypes. They led to identify 2 major loci (p<10-4) replicated in South-Africa and linked to the interferon-gamma production induced by live BCG for the first one, and for the second one, by the specific part of the ESAT6 antigen of M.tuberculosis (absent from most of environmental mycobacteria and from BCG), independently of intrinsic ability to respond to mycobacteria. The second step was an association study in the identified linkage regions. A variant associated to the specific ESAT6 phenotype was found (p<10-5), which was significantly contributing to the linkage peak (p<0.001) and previously reported as eQTL of ZXDC gene. The second objective of my PhD was the identification of rare genetic variants underlying the development of pulmonary tuberculosis in infected individuals. To this end, I compared exome data from 120 tuberculous patients and 136 infected individuals without any clinical symptoms. All of them were from Morocco. This study resulted in the lighting of BTNL2 gene, very closed to the HLA region, in which around 10% of patients had a rare loss of function variant whereas the controls didn’t have any.

Submitted in complete fulfillment for the degree of Doctor of Philosophy (Biotechnology), Durban University of Technology, Durban, South Africa, 2016. / Seasonal nitrification breakdown is a major problem in wastewater treatment plants which makes it difficult for the plant operators to meet discharge limits. The present study focused on understanding the seasonal impact of environmental and operational parameters on nitrifiers and nitrification, in a biological nutrient removal wastewater treatment works situated in the midlands of KwaZulu Natal. Composite sludge samples (from the aeration tank), influent and effluent water samples were collected twice a month for 237 days. A combination of fluorescent in-situ hybridization, polymerase chain reaction (PCR)-clone library, quantitative polymerase chain reaction (qPCR) were employed for characterizing and quantifying the dominant nitrifiers in the plant. In order to have more insight into the activated sludge community structure, pyrosequencing was used in profiling the amoA locus of ammonia oxidizing bacteria (AOB) community whilst Illumina sequencing was used in characterising the plant’s total bacterial community. The nonlinear effect of operating parameters and environmental conditions on nitrification was also investigated using an adaptive neuro-fuzzy inference system (ANFIS), Pearson’s correlation coefficient and quadratic models. The plant operated with higher MLSS of 6157±783 mg/L during the first phase (winter) whilst it was 4728±1282 mg/L in summer. The temperature recorded in the aeration tanks ranged from 14.2oC to 25.1oC during the period. The average ammonia removal during winter was 60.0±18% whereas it was 83±13% during summer and this was found to correlate with temperature (r = 0.7671; P = 0.0008). A significant correlation was also found between the AOB (amoA gene) copy numbers and temperature in the reactors (α= 0.05; P=0.05), with the lowest AOB abundance recorded during winter. Sanger sequencing analysis indicated that the dominant nitrifiers were Nitrosomonas spp. Nitrobacter spp. and Nitrospira spp. Pyrosequencing revealed significant differences in the AOB population which was 6 times higher during summer compared to winter. The AOB sequences related to uncultured bacterium and uncultured AOB also showed an increase of 133% and 360% respectively when the season changed from winter to summer. This study suggests that vast population of novel, ecologically significant AOB species, which remain unexploited, still inhabit the complex activated sludge communities. Based on ANFIS model, AOB increased during summer season, when temperature was 1.4-fold higher than winter (r 0.517, p 0.048), and HRT decreased by 31% as a result of rainfall (r - 0.741, p 0.002). Food: microorganism ratio (F/M) and HRT formed the optimal combination of two inputs affecting the plant’s specific nitrification (qN), and their quadratic equation showed r2-value of 0.50. This study has significantly contributed towards understanding the complex relationship between the microbial population dynamics, wastewater composition and nitrification performance in a full-scale treatment plant situated in the subtropical region. This is the first study applying ANFIS technique to describe the nitrification performance at a full-scale WWTP, subjected to dynamic operational parameters. The study also demonstrated the successful application of ANFIS for determining and ranking the impact of various operating parameters on plant’s nitrification performance, which could not be achieved by the conventional spearman correlation due to the non-linearity of the interactions during wastewater treatment. Moreover, this study also represents the first-time amoA gene targeted pyrosequencing of AOB in a full-scale activated sludge is being done. / D

Studying genetic diversity in natural and domestic populations is of major importance in evolutionary biology. The recent advent of next generation sequencing (NGS) technologies has dramatically changed the scope of these studies, enabling researchers to study genetic diversity in a whole-genome context. This thesis details examples of studies using NGS data to: (i) characterize evolutionary forces shaping the genome of the Atlantic herring, (ii) detect the genetic basis of speciation and domestication in the rabbit, and, (iii) identify mutations associated with skeletal atavism in Shetland ponies. The Atlantic herring (Clupea harengus) is the most abundant teleost species inhabiting the North Atlantic. Herring has seasonal reproduction and is adapted to a wide range of salinity (3-35‰) throughout the Baltic Sea and Atlantic Ocean. By using NGS data and whole-genome screening of 20 populations, we revealed the underlying genetic architecture for both adaptive features. Our results demonstrated that differentiated genomic regions have evolved by natural selection and genetic drift has played a subordinate role. The European rabbit (Oryctolagus cuniculus) is native to the Iberian Peninsula, where two rabbit subspecies with partial reproductive isolation have evolved. We performed whole genome sequencing to characterize regions of reduced introgression. Our results suggest key role of gene regulation in triggering genetic incompatibilities in the early stages of reproductive isolation. Moreover, we studied gene expression in testis and found misregulation of many genes in backcross progenies that often show impaired male fertility. We also scanned whole genome of wild and domestic populations and identified differentiated regions that were enriched for non-coding conserved elements. Our results indicated that selection has acted on standing genetic variation, particularly targeting genes expressed in the central nervous system. This finding is consistent with the tame behavior present in domestic rabbits, which allows them to survive and reproduce under the stressful non-natural rearing conditions provided by humans. In Shetland ponies, abnormally developed ulnae and fibulae characterize a skeletal deformity known as skeletal atavism. To explore the genetic basis of this disease, we scanned the genome using whole genome resequencing data. We identified two partially overlapping large deletions in the pseudoautosomal region (PAR) of the sex chromosomes that remove the entire coding sequence of the SHOX gene and part of CRLF2 gene. Based on this finding, we developed a diagnostic test that can be used as a tool to eradicate this inherited disease in horses.

Reproductive containment in farmed fish is highly desired for sustainable aquaculture to prevent genetic introgression with wild conspecifics and enhance productivity by suppressing sexual maturation. A number of strategies have already been implemented or have been tested in commercially important fish (e.g. triploidy, monosexing, hormonal therapies); however, they either do not result in 100% containment, or they cannot be applied to all species. One promising new approach consists in disrupting primordial germ cells (PGCs), at the origin of germline cells, to induce sterility. The work carried out in this doctoral thesis aimed to investigate the genes involved in the survival of germ cells and subsequently conduct a functional analysis of candidate genes using CRISPR/Cas9 gene editing system to ultimately provide the basis for the development of a novel sterilisation technique. Nile tilapia was chosen as the experimental animal as it is a major aquaculture species worldwide and the control of reproduction plays a critical role in the farming productivity in this species. In addition, the species has clear advantages as its whole genome sequence is accessible, the generation time is relatively short and zygotes can be available all year round. Initially, a panel of 11 candidate genes with reported roles in survival of PGCs was investigated during the ontogenic development which led to the selection of piwi-like (piwil) gene as a target for genome editing. Then, high temperature was tested as a means to induce germ cell loss to better understand the mechanism underlying germ cell survival and apoptosis, and this study confirmed the functional importance of piwil genes in relation to germ cell loss and proliferation. In addition, the study suggested potential subfunctionalisation within the Bcl-2 gene family which requires further investigation. The next step aimed to optimise the CRISPR/Cas9 gene editing method by improving the microinjection system and testing different concentrations of sgRNAs. Over 95% of injected embryos showed on-target mutation in piwil2 via zygote injection of CRISPR/Cas9 reagents and complete KO larvae were shown in half of the mutants, producing putative sterile fish. However, there was no clear association between the phenotypes in PGCs and the mutation rate. Further comparative studies of mutant screening methods including T7E1, RGEN, HRMA, fragment analysis and NGS revealed that the genotypes of F0 are highly mosaic, suggesting that deep sequencing is recommended for accurate and high throughput F0 screening and further improvement for predictable genome editing is required for a reliable gene functional analysis in F0. In summary, the current thesis provided new scientific knowledge and supporting evidence for the use of the CRISPR/Cas9 gene editing platform to study gene function associated with sterility, with the ultimate goal to develop an alternative sterilisation method in fish.

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.

In this thesis, we address the problem of identifying and quantifying variants (alternative splicing and genomic polymorphism) in RNA-seq data when no reference genome is available, without assembling the full transcripts. Based on the idea that each variant corresponds to a recognizable pattern, a bubble, in a de Bruijn graph constructed from the RNA-seq reads, we propose a general model for all variants in such graphs. We then introduce an exact method, called KisSplice, to extract alternative splicing events and show that it outperforms general purpose transcriptome assemblers. We put an extra effort to make KisSplice as scalable as possible. In order to improve the running time, we propose a new polynomial delay algorithm to enumerate bubbles. We show that it is several orders of magnitude faster than previous approaches. In order to reduce its memory consumption, we propose a new compact way to build and represent a de Bruijn graph. We show that our approach uses 30% to 40% less memory than the state of the art, with an insignificant impact on the construction time. Additionally, we apply the techniques developed to list bubbles in two classical problems: cycle enumeration and the K-shortest paths problem. We give the first optimal algorithm to list cycles in undirected graphs, improving over Johnson's algorithm. This is the first improvement to this problem in almost 40 years. We then consider a different parameterization of the K-shortest (simple) paths problem: instead of bounding the number of st-paths, we bound the weight of the st-paths. We present new algorithms using exponentially less memory than previous approaches

Certaines maladies héréditaires monogéniques sont caractérisées par une grande hétérogénéité génétique. Chez des individus présentant un phénotype clinique similaire, les mutations causales peuvent être retrouvées dans un des gènes parmi un sous-ensemble décrits comme impliqués dans la maladie. Cette hétérogénéité génétique limite considérablement les offres diagnostiques pour les patients, et une majorité reste sans diagnostic moléculaire. Nous avons développé une approche diagnostique alternative par séquençage à haut débit ciblé (ciblant spécifiquement les régions codantes des gènes d’intérêt par capture d’exons), au travers de trois pathologies génétiquement hétérogènes : le syndrome de Bardet-Biedl (19 gènes décrits), les leucodystrophies (50 gènes), et la déficience intellectuelle (>400 gènes). Au vu de son efficacité dans le syndrome de Bardet-Biedl et la déficience intellectuelle (80% et 25% de mutations détectées respectivement, soit des taux nettement supérieurs à ceux des méthodes précédentes), elle est depuis appliquée en routine diagnostique. Au-delà du diagnostic, cette approche permet de manière non biaisée de revoir la contribution de chacun des gènes dans la pathologie et donc d’identifier les gènes récurrents, et d’établir de nouvelles corrélations génotype/phénotype. / Some monogenic disorders are characterized by a vast genetic heterogeneity. In individuals with similar clinical phenotype, causative mutations can be found in one gene from a subset described as implicated in the disease. Such genetic heterogeneity limits considerably the diagnostic offer for the patients, and a majority is left without molecular diagnosis. We developed an alternative diagnostic approach by targeted high throughput sequencing (specific to the coding regions of genes of interest by a technique of exon capture) through three genetically heterogeneous disorders: Bardet-Biedl syndrome (19 genes reported), leukodystrophies (50 genes), and intellectual disability (>400 genes). In light of its efficiency, this approach has since been implemented in diagnostic routine for Bardet-Biedl syndrome and intellectual disability (80% and 25% of diagnostic yields respectively, significantly higher than those of previous methods). Beyond diagnosis, this approach allows unbiased means to assess the contribution of each gene in the disease and highlight recurrent genes, and establish new correlations genotype to phenotype, overall providing much insight in the genetics of a particular disease.