Le poisson est un produit très périssable dont l’altération résulte essentiellement de la croissance bactérienne. Comparé aux régions tempérées, peu d’études portent sur le microbiote d’altération des poissons tropicaux. En Martinique, le thon jaune (Thunnus albacares) et l’ombrine ocellée (Sciaenops ocellatus) représentent des poissons d’intérêt pour les filières pêche et aquaculture. Dans le but de mieux connaître le microbiote d’altération de ces poissons, des analyses culturales et aculturales (séquençage de nouvelle génération des amplicons d’ARNr 16S, Illumina MiSeq) ont été réalisées.Une grande diversité d’espèces bactériennes a été retrouvée dans le thon et l’ombrine fraîchement pêchés (104 et 887 OTUs, respectivement) et la plupart d’entre elles sont communément isolées des poissons (Chryseobacterium, Burkholderia, Flavobacterium, Psychrobacter, Arthrobacter, Staphylococcus). Certaines, comme Ralstonia sp. et Rhodanobacter terrae, en quantité importante dans le thon frais, sont plus atypiques. Au cours de l’entreposage du thon sous-glace, Pseudomonas et Brochothrix deviennent dominants. L’emballage sous atmosphère modifiée (MAP) ou sous vide (VP) entraine clairement la sélection de Brochothrix dans un cas et d’un mélange de Brochothrix, bactéries lactiques (Lactococcus piscium, Carnobacterium maltaromaticum) et d’entérobactéries (Hafnia paralvei) dans l’autre, et ne permet pas une augmentation significative de la durée de conservation. Pour les filets d’ombrine, peu de différences sont observées entre MAP et VP dont le microbiote se compose essentiellement de bactéries lactiques (Carnobacterium spp., Vagococcus spp., Lactococcus spp., Leuconostoc spp.). La durée de conservation est étendue de 15 jours par rapport au poisson entier sous air.L’inoculation de différentes espèces bactériennes dans de la chair pauci-microbienne de thon ou d’ombrine a montré que Hafnia paralvei et Serratia spp. sont les espèces les plus altérantes. Brochothrix thermosphacta et Carnobacterium spp. produisent aussi des odeurs indésirables mais de façon plus modérée. Chez Pseudomonas, les espèces ne sont pas toutes altérantes et présentent même parfois des capacités à empêcher le développement des mauvaises odeurs induites par d’autres bactéries (Pseudomonas psychrophila/fragi) et à dégrader l’histamine (Pseudomonas cedrina, Pseudomonas plecoglossicida/monteilii). En parallèle, des tests sensoriels et des dosages physico-chimiques ont également été réalisés pour comprendre les conséquences de la croissance bactérienne et identifier des indicateurs fiables pour l’évaluation du degré d’altération des produits. / Fish is a highly perishable product and spoilage is mainly due to the bacterial growth. Compared to temperate regions, few studies examined the spoilage microbiota of tropical fish. In Martinique, yellowfin tuna (Thunnus albacares) and red drum (Sciaenops ocellatus) are essential fish of fisheries and aquaculture sectors. For a better characterization of the microbial ecosystem, culture-dependent and culture-independent (next-generation sequencing of 16S rRNA amplicons, Illumina MiSeq) methods were carried out.A wide diversity of species was found in freshly caught tuna and red drum (104 and 887 OTUs, respectively) and most of them are commonly isolated from fish (Chryseobacterium, Burkholderia, Flavobacterium, Psychrobacter, Arthrobacter, Staphylococcus). Others, such as Ralstonia sp. and Rhodanobacter terrae, largely present in fresh tuna, are less familiar. During the ice-storage of tuna, Pseudomonas and Brochothrix became dominant. The modified atmosphere packaging (MAP) and vacuum packaging (VP) clearly leaded to the selection of Brochothrix in one case and to a mixture of Brochothrix, lactic acid bacteria (Lactococcus piscium, Carnobacterium maltaromaticum) and enterobacteria (Hafnia paralvei) in the other case, and not conduct to a significant increase of the shelf-life. For red drum fillets, few differences were observed between MAP and VP with a microbiota essentially composed by lactic acid bacteria (Carnobacterium spp., Vagococcus spp., Lactococcus spp., Leuconostoc spp.). The shelf-life was extended by 15 days compared to the whole fish ice-stored.The inoculation of different bacterial species into the pauci-microbial flesh of tuna or red drum showed that Hafnia paralvei and Serratia spp. were the most spoiling bacteria. Brochothrix thermosphacta and Carnobacterium spp. produced more moderate undesirable odors. Among the Pseudomonas genus, not all species induced spoiling effects and some of them are even able to prevent the development of unpleasant odors from other bacteria (Pseudomonas psychrophila/fragi) and to degrade histamine (Pseudomonas cedrina, Pseudomonas plecoglossicida/monteilii).At the same time, sensory tests and physico-chemical assays were performed to understand the consequences of the bacterial growth and to identify reliable indices for the evaluation of the spoilage degree of the products.

Abstract The effect of biodiversity loss and change on the functioning of ecosystems is one of the key questions in ecological research. For stream ecosystems, compelling evidence indicates that species diversity may enhance ecosystem functions. However, ecosystem functions are often regulated by the same environmental factors that also shape diversity; thus, a major challenge for ecologists is to separate the effects of biodiversity loss on the ecosystem functions from the direct effects of human induced disturbance. In this doctoral thesis, I studied how decomposer communities and ecosystem functions respond to human disturbances (nutrient enrichment, acidification) and a natural stressor (naturally low water pH). I also studied how human disturbances and natural stressors affect the phylogenetic structure of stream fungal communities. I showed that human disturbance had a strong impact on species dominance patterns by reducing species evenness. Species dominance patterns also explained the variation in decomposition rates. Changes in abiotic variables also had a direct effect on leaf decomposition rates. In the naturally acidic sites, human impact (land drainage) further decreased water pH and increased metal concentrations, thereby reducing leaf decomposition rates, whereas high nutrient concentrations enhanced leaf decomposition. Naturally low pH had no effect on decomposition rates. Decomposer community similarity was higher in drainage-impacted sites, but only in naturally acidic, not in circumneutral, streams. Human induced disturbance also modified the phylogenetic similarity of fungal decomposer communities, with communities in disturbed sites consisting of more closely related species when compared to those in circumneutral reference sites. Leaf litter decomposition showed greater temporal variation in human disturbed sites than in reference sites, whereas fungal community variability was similar in disturbed and reference sites. Thus, temporally replicated monitoring may be needed for a reliable assessment of human disturbance in streams. My thesis emphasizes that using both functional and taxonomic measures allows a more comprehensive assessment of biological responses to human disturbance. / Tiivistelmä Biodiversiteetin väheneminen ja siitä seuraava ekosysteemin toiminnan heikkeneminen on eräs keskeisimmistä ekologisista kysymyksistä. Ekosysteemin toiminnot ovat kuitenkin monesti yhteydessä ympäristöolosuhteisiin, joten on vaikea erottaa vähentyneen biodiversiteetin ja ympäristöolojen suhteellista merkitystä ekosysteemien toimintoihin. Tässä väitöskirjatyössäni tutkin, kuinka virtavesien hajottajayhteisöt ja ekosysteemin toiminnot (lehtikarikkeen hajotus) muuttuvat valuma-alueen ihmistoimintojen myötä. Tutkin myös, kuinka luontainen stressi (matala pH) vaikuttaa yhteisöihin ja ekosysteemin toimintoihin. Tarkastelen myös akvaattisten sienten fylogeneettistä rakennetta ihmistoiminnan muuttamissa vesiympäristöissä. Osoitan tutkimuksissani, että ihmistoiminnoilla on vaikutuksia hajottajayhteisöiden kokonaisrunsauden jakautumiseen lajien kesken. Muutamien runsaiden lajien dominoimissa yhteisöissä lehtikarikkeen hajoaminen on tehokkaampaa kuin yhteisöissä, joissa lajien runsauserot ovat pienempiä. Myös ympäristöoloilla on vaikutus lehtikarikkeen hajotukseen. Luontaisesti happamissa puroissa metsäojituksen seurauksena lisääntynyt veden metallipitoisuus ja alhainen pH vähentävät hajotuksen määrää. Toisaalta joen korkea ravinnepitoisuus lisää hajotusta. Lehtikarikkeen hajotus vaihtelee enemmän vuosien välillä ihmistoimintojen muuttamissa virtavesissä kuin luonnontilaisissa vesissä. Toisaalta sieniyhteisöt pysyvät koostumukseltaan samankaltaisina vuosien välillä ihmistoiminnan muuttamissa paikoissa ja referenssipaikoissa. Tämä työ osoittaa, että toiminnallisten ja yhteisöihin perustuvien indikaattorien yhteiskäyttö antaa kokonaisvaltaisimman kuvan ihmistoimintojen vaikutuksesta virtavesien ekosysteemeihin.

Le champignon Fusarium graminearum est l'un des principaux agents responsables de la fusariose des épis, une maladie nécrosante des céréales associée à une contamination des grains et des aliments par des mycotoxines. De récentes observations suggèrent une évolution de l’agressivité des populations de ce pathogène, questionnant l’efficacité et la durabilité des moyens de luttes actuels. Mieux anticiper cette évolution nécessite une meilleure caractérisation de la diversité phénotypique et génotypique existante entre souches. Six nouveaux génomes de F. graminearum ont été séquencés et ont permis l’identification et la caractérisation de 243 000 variations génétiques. La majorité de ces variants (77%) est concentrée dans des îlots de polymorphisme, représentant 32% du génome et enrichis en probables effecteurs liés à la pathogénicité de F. graminearum. La construction d’une population recombinante, et son génotypage avec 1 300 marqueurs moléculaires, ont permis le développement de la première carte génétique à haute-densité de l’espèce. La corrélation entre le taux de recombinaison et le polymorphisme a mis en évidence une organisation « à deux-vitesses » du génome de cette espèce. Finalement, l’intégration de ces données dans une approche de génétique quantitative a permis l’identification d’un locus polymorphe, affectant le gène FgVeA, et responsable de 90% de la variation d’agressivité et de la production de mycotoxine observée. Les différents résultats obtenus durant ces travaux font l’objet d’une discussion générale sur le potentiel adaptatif et d’évolution de ce pathogène. / F. graminearum is one of the main causal agents of the fusarium head-blight (FHB), a cereal disease leading to head necrosis, in addition to grain and food/feed contamination by stable and toxic metabolites. Recent observations refer to an increase of pathogenicity, questioning efficiency and durability of current management practices. In order to anticipate this evolution, we must bring a deeper characterization of the currently existing diversity. Six new genomes of F. graminearum were sequenced, and 243,000 genetic variations have been identified and characterized. Seventy seven percent of the total number of the variants was located within 32% of the genome, delineating highly polymorphic islands. These islands are enriched with probable effectors linked to Fusarium’s pathogenicity. The construction and the genotyping on 1,300 molecular markers of a recombinant population have enabled the development of the first high-density genetic map of the species. The remarkable correlation between polymorphism and recombination rate highlighted the 'two-speed' genome organization of this pathogen. Finally, the integration of these data through a quantitative genetic approach allowed the discovery of one quantitative trait locus, likely to affect the gene FgVeA, and responsible for 90% of the observed variation of aggressiveness and mycotoxin production. These results are discussed in the light of F. graminearum’s adaptive potential and evolution.

L'objectif de mon travail de thèse était de développer des outils bio informatiques permettant d'améliorer la traditionnelle gestion de l'information scientifique au sein d'un grand centre de recherche et en particulier au sein d'une plateforme de génomique. Trois outils ont été développés: un cahier de laboratoire électronique, un système de gestion de l'information de laboratoire pour des applications de génomique dont le séquençage de nouvelle génération, ainsi qu'un système de gestion des échantillons pour de grandes bio-banques. Ce travail a été réalisé en étroite collaboration avec des biologistes, épidémiologistes et informaticiens. Il a également inclus la mise en place d'interactions entre les différents outils pour former un système informatique intégré. Les trois outils ont été rapidement adoptés par l'ensemble des scientifiques du centre de recherche et sont désormais utilisés au quotidien pour le suivi de toutes les activités de laboratoire mais aussi plus globalement pour les autres activités scientifiques du centre de recherche. Ces outils sont transposables dans d'autres instituts de recherche / The aim of my thesis work was to develop bioinformatics tools to improve the traditional scientific information management within a large research centre and especially within a genomics platform. Three tools have been developed: an electronic laboratory notebook, a laboratory information management system for genomics applications including next generation sequencing, as well as a sample management system for large biobanks. This work has been conducted in close collaboration with biologists, epidemiologists and IT specialists. It has also included the setup of interactions between the different tools to make an integrated IT system. The three tools have been rapidly adopted by all the scientists of the research centre and are now daily used for the tracking of all the laboratory’s activities but also more globally for the research centre’s other scientific activities. These tools are transposable in other research institutes

Les études d'association à grande échelle consistent à étudier la corrélation de plusieurs millions de polymorphismes nucléotidiques avec un risque de cancer chez des milliers d'individus, sans avoir besoin de connaissances préalables sur la fonction biologique de ces variants. Ces études ont été utiles pour établir des hypothèses étiologiques et comprendre l'architecture génétique sous-jacente de plusieurs maladies humaines. Cependant, la plupart des facteurs héréditaires de ces maladies restent inexpliqués. Une partie de cette variation pourrait venir de variants rares qui ne sont pas ciblés par les puces de génotypage actuelles ou encore de variants avec un effet plus modéré voire faible pour lesquels une détection par les études d'association actuelles n'est pas envisageable. Dans ce contexte et comme illustré dans cette thèse, les récentes études d'association peuvent maintenant servir de point de départ pour de nouvelles découvertes, en mettant en place des stratégies innovantes pour étudier à la fois les variants rares et les maladies rares. Nous avons plus particulièrement exploré ces techniques dans le cadre du cancer du poumon, des voies aérodigestives et du lymphome de Hodgkins. L'utilisation de la bioinformatique pour combiner les résultats des études avec d'autres sources d'information, l'intégration de différents types de données génomiques ainsi que l'investigation de la relation entre altérations germinales et somatiques représentent les principales opportunités poursuivies dans ce travail de thèse / Genome-wide association (GWA) studies consist in testing up to one million (or more) single nucleotide polymorphisms (SNPs) for their association with cancer risk in thousands of individuals, without requiring any prior knowledge on the functional significance of these variants. These studies have been valuable for establishing etiological hypotheses and understanding the underlying genetic architecture of human diseases. However, most of the heritable factors of these traits remain unexplained. Part of this variation may come from rarer variants that are not targeted by current genotyping arrays or variants with moderate to low effects for which detection by current GWA studies is impractical. In this context and as illustrated in this thesis, GWA studies can now serve as starting points towards further discoveries, looking for new strategies to study both rarer variants and rarer diseases. We have specifically explored these approaches in the context of lung cancer, head and neck cancer and Hodgkin's lymphoma. The use of bioinformatics to combine recent GWA study results with other sources of information, the integration of different types of genomic data as well as the investigation of the interrelationship between germline and somatic alterations represent the main opportunities pursued in this thesis work

8 Summary The thesis "The elucidation of the causes of neurogenetic diseases by the MPS data analysis using advanced algorithms" is focused on processing the massively parallel sequencing (MPS) data from a gene panel, whole-exome sequencing (WES) and whole-genome sequencing (WGS). The aim of the study was to develop a suitable pipeline to evaluate at least 250 MPS gene panel data, 150 WES data and 20 WGS data in order to improve molecular genetic testing of rare neurogenetic disorders. Associated data management and database implementation is also described. Targeted gene panel sequencing A custom-designed gene panel consisting of ge- nes previously associated with the disease was used. In the Epileptic Encephalopathy (EE) panel, two prerequisites need to be met for inclusion into the panel: the gene has to have been published in at least two independent publications OR at least in one publication but in multiple independent families. In the case of the EE panel, 112 genes were included. The targeted gene panel sequencing was then performed on 257 patients with EE. Pathogenic or likely pathogenic (according to ACMG criteria) variants have been found in 28% of patients (72 out of 257). Further analysis of the pathogenic or likely pathogenic variants was performed (76 in total); the variants were grouped by...

Determining the genetic cause of short stature as a way to understand the pathophysiological mechanisms affecting human growth Abstract Short stature is one of the most common disorders followed-up by a paediatric endocrinologist. Pathophysiologic mechanisms leading to growth disorders are complex, however, the exact cause is mostly unknown. Our study is the first to evaluate the aetiopathogenesis of familial short stature (FSS). Using next-generation sequencing (NGS) techniques, we aimed to describe the monogenic aetiology of growth impairment in a group of FSS families, and therefore to elucidate mechanisms leading to this specific growth disorder. In selected genetic diagnoses, we additionally aimed to describe the phenotype including GH treatment response. Within Motol University Hospital centre for GH therapy, we formed a group of 98 FSS families with clear height definition in ≤-2 SD in both the child height before GH therapy and in his shorter parent. Using NGS, the FSS aetiology was elucidated in 40/98 (41%) families; 32/40 had a genetic growth plate disorder. Within the cohort, three genetically homogeneous subgroups of families were described (collagenopathies - 10/98 [10.2%] families, SHOX deficiency - 6/98 [6.1%] families, and C type natriuretic peptide receptor disorder - 4/98 [4.1%] families)....

Deafblindness is a combined impairment of vision and hearing with an incidence of about 1: 8000 children and 1: 5500 adults. The most common genetic causes are the Stickler (STL) and Usher (USH) syndromes. The main goal of this work is to provide an up-to-date overview of STL and USH in the Czech and Slovak Republic (CR and SR), to determine the correlations between the genotype and phenotype in our population and the associated diagnostic criteria. Using sequencing and MLPA we examined 45 patients from 28 families for suspected STL. We found potentially causal variants of STL genes in 39 patients from 22 families. Fifteen different COL2A1 variants (8 being novel) were found in 28 patients from 18 families and 4 novel COL11A1 variants were found in 11 patients from 4 families. We identified the cause of the disease in 79 % of the families. The USH study involved 30 patients from 27 families. The most frequent cause was USH2A pathogenic variants, i.e. 19 variants in 14 families, 9 being novel. Less common were pathogenic variants in MYO7A (6 variants in 3 families, 5 being novel), USH1C and CDH23 (3 variants, 2 being novel, in 2 families both) genes. In 2 families, compound heterozygosity was found for variants in two different USH genes. The deafblindness etiology was clarified for 24 patients from...

Theoretical part of this diploma thesis gives a brief characteristic of human mobile elements (transposons), which represents nearly 50% of human genome. It provides basic transposon clasification and describes types of transposons present in hunam genome, as well as mobilization, activation and regulation mechanisms. The work also deals with the domestication of transposons, describes the ways in which TE contribute to DNA damage and summarizes the diseases caused by mutagenic activity of transposons in the human genome. Conclusion of theoretical part describes next-generation sequencing technologies (NGS). As practical part, data from RNA-seq experimet were analyzed in order to compare differen transposon activity in normal and cancer cells from prostate and colorectal tissues. As like as publicly available sophisticated tools (TopHat), new scripts were created to analyze these data. The results show that cancer cells exhibit overexpression of transposons. This corresponds with the published results and suggests a connection of transposon activation with cancer development.

This masters's thesis contains description of designed and implemented tool for classification of plant microRNA without genome. Properties of mature and star sequences in microRNA duplexes are used. Implemented method is based on clustering of RNA sequences (with CD-HIT) to mainly reduce their count. Selected representants from each clusters are classified using support vector machine. Performance of classification is more than 96% (based on cross-validation method using the training data).