Despite active development during past years, the task of sequencing a genome still remains a challenge. Our current technologies are not able to read the whole genome in one piece. Instead, we shatter the target genome into a large amounts of small pieces that are then sequenced separately. The process of assembling these small pieces together, in order to obtain sequence of the whole genome, is painful and rsource-consuming. Multiple algorithms to solve the assembly problem were developed. This thesis presents yet another assembly algorithm, based on the usage of de Bruijn graphs, and focusing on sequencing short genome regions. The algorithm is compared to well-known solutions in the field. 1

Soluble dietary fibers (SDF) are fermented more than insoluble dietary fibers (IDF), but their effect on colonic bacterial community structure and function remains unclear. Thus, bacterial community composition and function in the colon of BALB/c mice (n = 7) fed with a high level (approximately 20%) of typical SDF, oat-derived beta-glucan (G), microcrystalline cellulose (M) as IDF, or their mixture (GM), were compared. Mice in group G showed a lowest average feed intake (p < 0.05) but no change on the average body weight gain (p > 0.05) compared to other groups, which may be associated with the highest concentration of colonic propionate (p < 0.05) in these mice. The bacterial alpha-diversity of group G was significantly lower than other groups (p < 0.01). In group G, the relative abundance of bacteria belonging to the phylum Bacteroidetes was significantly increased, whereas bacteria from the phylum Firmicutes were significantly decreased (p < 0.01). The core bacteria for different treatments showed distinct differences. Bacteroides, Dehalobacterium, and Prevotella, including known acetogens and carbohydrate fermenting organisms, were significantly increased in relative abundance in group G. In contrast, Adlercreutzia, Odoribacter, and Coprococcus were significantly more abundant in group M, whereas Oscillospira, Desulfovibrio, and Ruminoccaceae, typical hydrogenotrophs equipped with multiple carbohydrate active enzymes, were remarkably enriched in group GM (p < 0.05). The relative abundance of bacteria from the three classes of Proteobacteria, Betaproteobacteria, Gammaproteobacteria (including Enterobacteriaceae) and Deltaproteobacteria, were significantly more abundant in group G, indicating a higher ratio of conditional pathogenic bacteria in mice fed dietary beta-glucan in current study. The predicted colonic microbial function showed an enrichment of "Energy metabolism" and "Carbohydrate metabolism" pathways in mice from group G and M, suggesting that the altered bacterial community in the colon of mice with the two dietary fibers probably resulted in a more efficient degradation of dietary polysaccharides. Our result suggests that the influence of dietary beta-glucan (SDF) on colonic bacterial community of mice was more extensively than MCC (IDF). Co-supplementation of the two fibers may help to increase the bacterial diversity and reduce the conditional pathogens in the colon of mice.

Les papillomavirus humains (HPV) sont classés en 5 genres α, β, γ, µ et η. Leur génome comprend six gènes précoces dont deux oncogènes E6 et E7 et deux gènes tardifs codant les protéines de capside. Les β- et γ-HPV constituent une part importante du virome cutané. Généralement asymptomatiques ils peuvent se manifester par des papillomatoses et sont associés à certains cancers de la peau, en particulier chez l’immunodéprimé. Les α-HPV ont un tropisme muqueux ; les α-HPV à haut risque (HR) HPV16 et 18 sont impliqués dans 99% des cancers du col de l’utérus.La détection des α-HR-HPV dans les frottis cervico-utérins (FCU) lors d’atypie cellulaire de signification indéterminée (ASCUS) constitue une information décisive dans le dépistage du cancer du col de l’utérus, bien que les tests de génotypage ne ciblent que les types les plus fréquents. Le génotypage des β- et γ-HPV devient nécessaire pour l’étude du virome notamment dans des contextes de susceptibilité aux pathogénies HPV (syndrome WHIM : Warts, Hypogammaglobulimemia, Infections and Myelokathexis). Cet immunodéficit congénital rare causé par une mutation gain de fonction du récepteur CXCR4 se manifeste dans 70% des cas par des papillomatoses cutanées étendues et ano-génitales évoluant souvent en cancer. Des études du laboratoire ont identifié le rôle intrinsèque de l’axe CXCL12/CXCR4 dérégulé dans la pathogénie virale en démontrant notamment l’action bénéfique du blocage de cet axe par un antagoniste de CXCR4 (AMD3100) in vitro et in vivo sur l’oncogenèse due à HPV.Nos objectifs étaient : (i) d’identifier dans des FCU ASCUS, les HPV dont le génotype n’avait pu être déterminé (HPV-X) par un test classique (INNO-LiPA HPV Genotyping Extra II®), (ii) de caractériser le virome HPV d’un patient atteint de WHIM au cours d’un essai thérapeutique par AMD3100 administré à titre compassionnel pendant 7 mois avec pour objectif d’évaluer son impact sur les anomalies associées à HPV.Dans les deux cas, nous avons mis au point une méthode de génotypage par séquençage haut débit sur Illumina Miseq®. La distribution des génotypes et leur polymorphisme nucléotidique ont été étudiés par analyses comparatives et phylogénétiques. (i) Notre stratégie a permis d’identifier dans 54 ASCUS/HPV-X étudiés une majorité d'HPV bas risque réalisant dans 41% des cas une infection à multiples génotypes (2 à 7), et aussi l’existence de quasi-espèces (41% des FCU) comprenant jusqu’à 17 variants pour un même génotype. Ainsi, de probables compétitions ou défauts d’hybridation des variants minoritaires peuvent expliquer le manque de performance du test INNO-LiPA. (ii) Chez le patient WHIM, le séquençage a été complété par des qPCR spécifiques de types, permettant une étude qualitative et quantitative. L’AMD3100 n’a pas modifié qualitativement le virome HPV cutané composé de 16 types, principalement des β- et γ-HPV, déjà présents 3 ans auparavant dans des verrues cutanées analysées rétrospectivement. En revanche, l’analyse quantitative montre des modifications en proportion relative des génomes viraux suggérant un effet du traitement sur l‘expression de certains types pouvant être associés sélectivement à la papillomatose. A cet égard, un des HPV composant le virome cutané du patient qui se trouve être un des deux seuls types présents dans une biopsie profonde de verrue, étaye l’hypothèse d’une sélection dans le processus lésionnel. De plus, les protéines oncogènes E6 et E7 de ce virus présentent des mutations, en comparaison à la séquence du génome HPV de référence, qui pourraient favoriser le potentiel pathogène de ce varian; hypothèse en cours d’investigation.En conclusion, les techniques de séquençage haut débit que nous avons développées ont permis de mieux caractériser la composition du virome HPV démontrant à la fois sa complexité en génotypes viraux ou en dérivés de ceux-ci (concept de quasi-espèces) et sa dynamique d’évolution qui pourraient sous-tendre le potentiel pathogène de ce virome HPV. / Human papillomaviruses (HPV) are classified into 5 genera α, β, γ, μ and η. Their genome comprises six early genes including two oncogenes E6 and E7, and two late genes encoding the L1 and L2 capsid proteins. β- and γ-HPV constitute an important part of the cutaneous virome; usually asymptomatic, they can manifest as papillomatosis like warts and are associated with certain skin cancers, especially in immunocompromised patients. α-HPV has a mucosal tropism; high-risk (HR) α-HPV16 and 18 are involved in 99% of cervical cancers.Detection of α-HR-HPV in cervical samples guide the management of women whose Pap smear result shows atypical squamous cells of undetermined significance (ASCUS), although genotyping targets only the most common HPV types. Genotyping of β- and γ-HPV becomes necessary for the study of the virome especially in contexts of susceptibility to HPV pathogenesis (i.e. WHIM syndrome (for Warts, Hypogammaglobulimemia, Infections and Myelokathexis)). WHIM syndrome is a rare congenital immunodeficiency caused by a gain-of-function mutation of the CXCR4 receptor of the chemokine CXCL12 and manifests in 70% of cases by extensive cutaneous papillomatosis and ano-genital lesions that often evolve into cancer. Studies in our laboratory have identified the intrinsic role of the dysregulated CXCL12/CXCR4 axis in viral pathogenesis by demonstrating in particular the beneficial action of the blocking of this axis by an antagonist of CXCR4 (AMD3100) in vitro and in vivo on HPV-associated oncogenesis.Our objectives were: (i) to identify HPV whose genotype could not be determined (HPV-X) by a conventional test (INNO-LiPA HPV Genotyping Extra II®) in cervical samples with Pap smear report of ASCUS (ii) to characterize the HPV virome of a patient suffering from WHIM syndrom during a 7-month compassionate AMD3100 clinical trial to assess its impact on HPV-associated abnormalities.In both cases, we have developed a high-throughput sequencing genotyping method on Illumina Miseq®. The distribution of genotypes and their nucleotide polymorphism were studied by comparative and phylogenetic analyzes. (i) Our strategy identified in the 54 investigated ASCUS/HPV-X a majority of low-risk HPV, achieving a multiple infection (2 to 7 genotypes) in 41% of cases, and also the existence of quasi-species (41% of FCU) comprising up to 17 variants for the same genotype. Thus, probable competitions or hybridization defects of the minority variants may explain the lack of performance of the INNO-LiPA test. (ii) In the WHIM patient, sequencing was supplemented with type-specific qPCRs, allowing a qualitative and quantitative study. AMD3100 did not qualitatively modify the cutaneous HPV virome composed of 16 types, mainly β- and γ-HPV. In contrast, the quantitative analysis shows changes in the relative proportions of viral genomes suggesting a treatment effect on the expression of certain types that can be selectively associated with. papillomatosis. In this respect, one of the HPVs belonging to the cutaneous virome of the patient was found to be one of only two types present in a deep wart biopsy. This result supports the hypothesis of HPV selection in the lesion process. In addition, the oncogenic proteins E6 and E7 of this virus have mutations which could promote the pathogenic potential of this viral variant in comparison with the sequence of the reference HPV genome; a hypothesis that is under investigation.In conclusion, the high throughput sequencing techniques that we have developed have made it possible to better characterize the composition of the HPV virome demonstrating both its complexity in viral genotypes or in derivatives (i.e. quasi-species concept). The dynamics of which may underlie the pathogenic potential of this HPV virome.

Analysis of soil-derived DNA has been shown to minimize problems seen during traditional vegetation surveys, e.g. by matching the eDNA to a reference database for taxonomic identification rather than relying solely on taxonomic expertise. However, it has been debated to what extent and how accurately eDNA acts as a proxy for biodiversity. The reliability on eDNA and the awareness on influencing factors is also important for palaeoenvironmental reconstructions where above-ground vegetation cannot be used. This study aimed to investigate how well modern soil-derived eDNA reflects the contemporary vascular vegetation communities in a subarctic environment, and if the efficiency of the taxonomic identification differed between spatial scales. Near-surface soil samples at altitudinal gradients along numerous transects were collected in combination with vegetation surveys. The eDNA was amplified through metabarcoding using the P6 loop region of the chloroplast trnL intron, followed by a high-throughput sequencing. No difference in the number of identified taxa between eDNA and vegetation survey was seen at landscape scale. In contrast, the number of identified taxa was consistently higher in the vegetation survey at smaller spatial scales. The efficiency of identified taxa per scale remained stable for the vegetation survey, whereas for eDNA, a decreasing trend was seen. This study highlights the variations on taxa identification between both methods and which factors might cause it. Combining the methods allows for a more precise modern biodiversity estimation, as well as to minimize wrongful conclusions. This allows for a more accurate palaeoenvironmental reconstructions, which in turn can improve future species conservation decisions.

In this thesis the processing mechanisms of short non-coding RNAs (ncRNAs) is investigated by using data generated by the current method of high-throughput sequencing (HTS). The recently adapted short RNA-seq protocol allows the sequencing of RNA fragments of microRNA-like length (∼18-28nt). Thus, after mapping the data back to a reference genome, it is possible to not only measure, but also visualize the expression of all ncRNAs that are processed to fragments of this specific length. Short RNA-seq data was used to show that a highly abundant class of small RNAs, called microRNA-offset-RNAs (moRNAs), which was formerly detected in a basal chordate, is also produced from human microRNA precursors. To simplify the search, the blockbuster tool that automatically recognizes blocks of reads to detect specific expression patterns was developed. By using blockbuster, blocks from moRNAs were detected directly next to the miR or miR* blocks and could thus easily be registered in an automated way. When further investigating the short RNA-seq data it was realized that not only microRNAs give rise to short ∼22nt long RNA pieces, but also almost all other classes of ncRNAs, like tRNAs, snoRNAs, snRNAs, rRNAs, Y-RNAs, or vault RNAs. The formed read patterns that arise after mapping these RNAs back to a reference genome seem to reflect the processing of each class and are thus specific for the RNA transcripts of which they are derived from. The potential of this patterns in classification and identification of non-coding RNAs was explored. Using a random forest classifier which was trained on a set of characteristic features of the individual ncRNA classes, it was possible to distinguish three types of ncRNAs, namely microRNAs, tRNAs, and snoRNAs. To make the classification available to the research community, the free web service ‘DARIO’ that allows to study short read data from small RNA-seq experiments was developed. The classification has shown that read patterns are specific for different classes of ncRNAs. To make use of this feature, the tool deepBlockAlign was developed. deepBlockAlign introduces a two-step approach to align read patterns with the aim of quickly identifying RNAs that share similar processing footprints. In order to find possible exceptions to the well-known microRNA maturation by Dicer and to identify additional substrates for Dicer processing the small RNA sequencing data of a Dicer knockdown experiment in MCF-7 cells was re-evaluated. There were several Dicer-independent microRNAs, among them the important tumor supressor mir-663a. It is known that many aspects of the RNA maturation leave traces in RNA sequencing data in the form of mismatches from the reference genome. It is possible to recover many well- known modified sites in tRNAs, providing evidence that modified nucleotides are a pervasive phenomenon in these data sets.

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Surgical preparation reduces commensal bacterial load. Currently, no standardized preoperative ocular preparation method in the dog has been reported. Previous studies use culture-based methods to determine commensal bacterial populations. Recent reports suggest that high-throughput sequencing may be superior to culture techniques to determine bacterial communities in the eye and other tissues. The goal of this study was to describe the conjunctival commensal ocular microbiome and bacterial community using DNA sequencing and aerobic cultures of six normal, healthy dogs and investigate the short and long-term effects of an antiseptic protocol on the ocular microbiome. Samples were obtained prior to, immediately following, 24 hours following, and 4 weeks following ocular preparation. The Mississippi State University microbiology laboratory evaluated aerobic cultures, and the Gastrointestinal Laboratory of Texas A&M University performed DNA sequencing. This is the first study to show short and long-term effects of standard ocular surgical preparation on the ocular surface microbiome.

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<p>Mammoths (<em>Mammuthus</em>) have been studied extensively at the genetic level. However due to both taphonomic and technological limitations, only one of several late Pleistocene mammoth species, the woolly mammoth (<em>M. primigenius</em>), has been investigated. This limits our impression of mammoth population history to the the northern latitudes, just one of several environments in which mammoths lived and went extinct. It also obscures their evolutionary chronology, which prevents proper climatic and biogeographic contextualization of their history. Fortunately recent technological advances in high-throughput sequencing and targeted enrichment promise to expand Pleistocene faunal population phylogeography to non-permafrost, non-cave burial contexts. However the capacity and behavior of these combined technologies for characterizing ancient DNA is largely unexplored, preventing efficient and routine use for population-level studies. In this thesis I test and apply these technologies to remains of mammoth species from throughout North America. I first demonstrate their potential for poorly-preserved DNA, and then I evaluate their efficient application to large sample sets, as well as for capturing complete nuclear genomes. I then use these technologies to sequence dozens of mitochondrial genomes from Columbian (<em>M. columbi</em>)<em> </em>and other non-woolly mammoths, reconstructing their matrilineal phylogeography south of the ice. The revealed patterns not only imply a deep chronology for mammoth matrilineal diversity, but also that North American mammoth evolution was occurred via separate episodes of interbreeding between resident and invading populations, and between ecotypes. Overall the biological and methodological discoveries afforded by this body of work outline future research avenues on mammoth evolution, behavior, and extinction.</p> / Doctor of Philosophy (PhD)