Our understanding of microbial evolution is largely dependent on available genomic data of diverse organisms. Yet, genome-sequencing efforts have mostly ignored the diverse uncultivable majority in favor of cultivable and sociologically relevant organisms. In this thesis, I have applied and developed cultivation independent methods to explore microbial diversity and obtain genomic data in an unbiased manner. The obtained genomes were then used to study the evolution of mitochondria, Rickettsiales and Haloarchaea. Metagenomic binning of oceanic samples recovered draft genomes for thirteen novel Alphaproteobacteria-related lineages. Phylogenomics analyses utilizing the improved taxon sample suggested that mitochondria are not related to Rickettsiales but rather evolved from a proteobacterial lineage closely related to all sampled alphaproteobacteria. Single-cell genomics and metagenomics of lake and oceanic samples, respectively, identified previously unobserved Rickettsiales-related lineages. They branched early relative to characterized Rickettsiales and encoded flagellar genes, a feature once thought absent in this order. Flagella are most likely an ancestral feature, and were independently lost during Rickettsiales diversification. In addition, preliminary analyses suggest that ATP/ADP translocase, the marker for energy parasitism, was acquired after the acquisition of type IV secretion systems during the emergence of the Rickettsiales. Further exploration of the oceanic samples yielded the first draft genomes of Marine Group IV archaea, the closest known relatives of the Haloarchaea. The halophilic and generally aerobic Haloarchaea are thought to have evolved from an anaerobic methanogenic ancestor. The MG-IV genomes allowed us to study this enigmatic evolutionary transition. Preliminary ancestral reconstruction analyses suggest a gradual loss of methanogenesis and adaptation to an aerobic lifestyle, respectively. The thesis further presents a new amplicon sequencing method that captures near full-length 16S and 23S rRNA genes of environmental prokaryotes. The method exploits PacBio's long read technology and the frequent proximity of these genes in prokaryotic genomes. Compared to traditional partial 16S amplicon sequencing, our method classifies environmental lineages that are distantly related to reference taxa more confidently. In conclusion, this thesis provides new insights into the origins of mitochondria, Rickettsiales and Haloarchaea and illustrates the power of cultivation independent methods with respect to the study of microbial evolution.

The presence of inhibitory substances in biological forensic samples has, and continues to affect the quality of the data generated following DNA typing processes. Although the chemistries used during the procedures have been enhanced to mitigate the effects of these deleterious compounds, some challenges remain. Inhibitors can be components of the samples, the substrate where samples were deposited or chemical(s) associated to the DNA purification step. Therefore, a thorough understanding of the extraction processes and their ability to handle the various types of inhibitory substances can help define the best analytical processing for any given sample. A series of experiments were conducted to establish the inhibition tolerance of quantification and amplification kits using common inhibitory substances in order to determine if current laboratory practices are optimal for identifying potential problems associated with inhibition. DART mass spectrometry was used to determine the amount of inhibitor carryover after sample purification, its correlation to the initial inhibitor input in the sample and the overall effect in the results. Finally, a novel alternative at gathering investigative leads from samples that would otherwise be ineffective for DNA typing due to the large amounts of inhibitory substances and/or environmental degradation was tested. This included generating data associated with microbial peak signatures to identify locations of clandestine human graves. Results demonstrate that the current methods for assessing inhibition are not necessarily accurate, as samples that appear inhibited in the quantification process can yield full DNA profiles, while those that do not indicate inhibition may suffer from lowered amplification efficiency or PCR artifacts. The extraction methods tested were able to remove >90% of the inhibitors from all samples with the exception of phenol, which was present in variable amounts whenever the organic extraction approach was utilized. Although the results attained suggested that most inhibitors produce minimal effect on downstream applications, analysts should practice caution when selecting the best extraction method for particular samples, as casework DNA samples are often present in small quantities and can contain an overwhelming amount of inhibitory substances.

Cette thèse a été réalisée dans le cadre du projet Futurol, un projet national français qui vise à produire du bioéthanol à partir de biomasses végétales telles que le bois ou la paille de céréale. Pour cela, la biomasse doit être prétraitée puis digérée enzymatiquement pour libérer des sucres fermentescibles. Ma contribution dans ce projet a été de découvrir des enzymes originales pour l’hydrolyse de l’hémicellulose, un hétéropolysaccharide, constituant majeur de la paroi cellulaire des cellules végétales. Afin de rechercher de nouveaux biocatalyseurs, une approche de métagénomique a été adoptée afin de sonder les intestins de deux espèces de termites : N. corniger, un termite xylophage, et T. hispaniolae un termite humivore / xylophage. 30 000 clones métagénomiques ont été criblés sur 10 substrats cellulosiques et hémicellulosique, et 660 hits ont été obtenus. La comparaison phénotypique a montré une différence claire entre ces deux banques, probablement liée au régime alimentaire des deux espèces de termite. Le séquençage de 45 clones N. corniger a révélé 120 séquences codant pour des enzymes originales, de nombreuses étant multimodulaires et / ou organisées en cluster de gènes. Dans un second temps, une approche à haut-débit a été adoptée pour le clonage, l’expression et la caractérisation légère de 104 enzymes entières ou formes tronquées. 45 protéines recombinantes ont été produites de manière soluble, et les activités de 19 enzymes et de 12 modules enzymatiques ont été montrées, permettant la mise au point d’une boite à outil hemicellulolytique. Dans certains cas, l’activité de modules classés « Inconnus » a pu être déterminée. Cette approche a été particulièrement pertinente dans le cas de Pm69, une enzyme multimodulaire GH3-UNK-CBM48-CE1 montrant les 3 activités glucosidase, xylosidase and estérase. Cette étude a permis de poser les bases d’un brevet sur cette enzyme. D’un autre côté, les enzymes ayant montré une activité xylanase ou féruloyle-estérase se sont révélées complémentaires d’un cocktail cellulolytique durant la dégradation de paille de blé prétraitée. Enfin, dans une troisième partie, nous avons étudié un fragment d’ADN provenant la banque P. militaris, codant pour 19 ORFs et appartenant à une espèce du genre Bacteroides. La caractérisation biochimique d’Abn43A, Abn43B, Abf51A et Abf51B-trunc a montré que ces 4 enzymes portent des actions complémentaires sur l’hydrolyse de l’arabinane, et qu’elles peuvent agir de manière synergique pour la dégradation de ce polymère pectique. Enfin, l’étude détaillée des 19 ORFs codées sur ce fragment d’ADN nous a permis de proposer un schéma global de détection, d’hydrolyse et de métabolisation de l’arabinane par cette espèce du genre Bacteroides. / This thesis was performed in the context of the Futurol project, a French national project that aims at producing bioethanol from plant biomass such as wood and cereal straw. To reach that goal, the biomass must be pretreated, and enzymatically degraded to release fermentable simple sugar. My implication in that project was to discover original enzymes that can hydrolyze the hemicellulose, a major heteropolysaccharide found in plant cell wall.To mine for new biocatalysts, the gut microbial communities of two species of termite were investigated by a metagenomic approach : Nasutitermes corniger, a wood-feeder termite, and Termes hispaniolae supposed to be a soil-wood feeder. 30 000 metagenomic clones were screened on an array of 10 cellulosic and hemicellulosic substrates and 660 hits were obtained. Phenotypic comparison showed clear differences between both environments, probably related to the diet of the termite. The sequence of 45 N. corniger metagenomic inserts revealed 120 original sequences encoding for putative enzymes of interest. Original sequences encoding for multimodular enzymes were revealed and many ORFs were organized in clusters, suggesting that these enzymes are encoded on Polysaccharides Utilization Locus. In a second part, a high-throughput approach was used for the cloning, the expression and the slight characterization of 104 full-size and truncated enzymes. Forty five recombinant proteins were produced soluble, and their investigation revealed the activity of 19 enzymes and of 12 enzymatic modules, representing a hemicellulolytic tool-box for endo- and exo-type activities. In some cases, the implication of “Unkown” domains in the activity of multimodular enzymes was demonstrated. This approach was particularly efficient for the study of the GH3-UNKCBM48-CE1 Pm69, and this study triggered the patent process for this multiactive glucosidase, xylosidase and esterase. The xylanases and the feruloyl esterases were shown to be particularly efficient to supplement cellulolytic cocktails on pretreated wheat straw. In a third part, we investigated a DNA fragment belonging to a species of the genus Bacteroides and that encoded 19 ORFs. The biochemical characterization of Abn43A, Abn43B, Abf51A and Abf51B-trunc showed that these four enzymes harbored complementary actions for the hydrolysis of the arabinan, and that they can act synergistically for the hydrolysis of this pectic polymer. We also revealed that Abn43B had an original mode of action that we classified as exo-arabinanase. Finally, the in-depth study of the 19 ORFs allowed us to propose the entire scheme for arabinan detection, hydrolysis and utilization by the Bacteroides species carrying this DNA sequence

This thesis presents specification and implementation of a system for detection of enzymes in metagenomic data. The detection is based on a provided enzyme sequence and its goal is to search the metagenomic sample for its novel variants. In order to guarantee that found enzymes truly have the desired catalytic function, the system employs a number of catalytic function verification methods. Their specification, implementation and evaluation is one of the main contributions of this thesis. Experiments have shown, that proposed methods reach sensitivity as high as 89%, specificity of 95%, values of AUC metric above 0.9 and average throughput of 1,203 verifications per second on regular personal computer. Evaluation of the system also led to discovery of a partial sequence of novel haloalkane dehalogenase enzyme in a metagenomic sample from soil. The implementation is able to work on a personal computer as well as on a grid computing environment.

This thesis deals with metagenomics and numerical methods for classification of metagenomic data. Review of alignment-free methods based on nucleotide word frequency is provided as they appear to be effective for processing of metagenomic sequence reads produced by next-generation sequencing technologies. To evaluate these methods, selected features based on k-mer analysis were tested on simulated dataset of metagenomic sequence reads. Then the data in original data space were enrolled for hierarchical clustering and PCA processed data were clustered by K-means algorithm. Analysis was performed for different lengths of nucleotide words and evaluated in terms of classification accuracy.

No description available.

No description available.

1. Microbial ecology According to Caumette et al. (2015) the term ecology is derived from the Greek words “oikos” (the house and its operation) and “logos” (the word, knowledge or discourse) and can, therefore, be defined as the scientific field engaged in the “knowledge of the laws governing the house”. This, in extension, results in the simple conclusion that microbial ecology represents the study of the relationship between microorganisms, their co-occurring biota and the prevailing environmental conditions (Caumette et al. 2015). The term microbial ecology has been in use since the early 1960s (Caumette et al. 2015) and microbial ecologists have made astonishing discoveries since. Microbial life at extremes such as in the hydrothermal vents (see Dubilier et al. 2008 and references therein) or the abundance of picophytoplankton (Waterbury et al. 1979; Chisholm et al. 1988) in the deep and surface waters of the oceans, respectively, are only a few of many highlights. Nevertheless, a microbial ecologist who, after leaving the field early in their career, now intends to return would hardly recognise again their former scientific field. The main reason for this hypothesis is to be found in the advances made to the methodologies employed in the field. Most of these were developed for biomedical research and were subsequently hijacked, sometimes followed by minor modifications, by microbial ecologists. The Author presents in this thesis scientific findings which, although spanning only a fraction of the era of research into microbial ecology, have been obtained using various modern tools of the trade. These studies were undertaken by the Author during his employment as postdoctoral scientist at Warwick University (UK), as member of staff at Plymouth Marine Laboratory (UK) and as scientist at the TU Bergakademie Freiberg. Although the scientific issues and the environmental habitats investigated by the Author changed due to funding constraints or due to change of work place (i.e. from the marine to the mining environment) the research shared, by and large, a common aim: to further the existing understanding of microbial communities. The methodological approach chosen to achieve this aim employed both isolation followed by the characterisation of microorganisms and culture independent techniques. Both of these strategies utilised again a variety of methods, but techniques in molecular biology represent a common theme. In particular, the polymerase chain reaction (PCR) formed the work horse for much of the research since it has been routinely used for the amplification of a marker gene for strain identification or analysis of the microbial diversity. To achieve this, the amplicons were either directly sequenced by the Sanger approach or analysed via the application of genetic fingerprint techniques or through Sanger sequencing of individual amplicons cloned into a heterologous host. However, the Author did not remain at idle while with these ‘classical’ approaches for the analysis of microbial communities, but utilised the advances made in the development of nucleotide sequence analysis. In particular, the highly parallelised sequencing techniques (e.g. 454 pyrosequencing, Illumina sequencing) offered the chance to obtain both high genetic resolution of the microbial diversity present in a sample and identification of many individuals through sequence comparison with appropriate sequence repositories. Moreover, these next generation sequencing (NGS) techniques also provided a cost-effective opportunity to extent the characterisation of microbial strains to non-clonal cultures and to even complex microbial assemblages (metagenomics). The work involving the high throughput sequencing techniques has been undertaken in collaboration with Dr Jack Gilbert (PML, lateron at Argonne National Laboratory, USA) and, since at Freiberg, with Dr Anja Poehlein (Goettingen University). These colleagues are thanked for their support with sequence data handling and analyses.

Les inhibiteurs des protéases à sérine (Serpins) constituent une classe d'enzymes très peu étudiée chez les bactéries. Dans ce travail de thèse nous nous sommes intéressés à l'étude des serpins provenant du microbiote intestinal et l'investigation de leur potentiel anti-inflammatoire pour le traitement des maladies inflammatoires chroniques de l'intestin (MICI) chez l'homme. Pour cela nous avons identifié les serpins provenant du microbiote intestinal humain et analysé leur diversité ainsi que leur distribution entre les individus malades et sains. Ces données nous ont permis d'isoler les serpins significativement associées aux MICI. La purification de quarte d'entre elles nous a amené à démontrer qu'elles inhibent les protéases humaines impliquées dans les MICI. L'analyse biochimique et cinétique approfondie de ces protéines a montré qu'elles possèdent des propriétés originales notamment leur efficacité d'inhibition élevée. L'étude de l'effet protecteur de trois serpins chez un modèle animal de colite a démontré pour la première fois l'efficacité des serpins in vivo démontrant ainsi leur potentiel thérapeutique. / Serine protease inhibitors (Serpins) are a class of proteins that reamin poorly studied in bacteria. In this thesis we are interested in the study of serpins originating from the intestinal microbiota and the investigation of their anti-inflammatory potential for the treatment of inflammatory bowel diseases (IBD) in humans. For this we have identified serpins from the human gut microbiota and analyzed their diversity as well as their distribution between healthy and IBD patients. These data allowed isolating serpins significantly associated with IBD. The purification of four of them led us to demonstrate that they inhibit human proteases involved in IBD. Biochemical and kinetic analysis of these proteins showed that they exhibit original properties, in particular their high inhibition efficiency. The study of the protective effect of three serpins in an animal model of colitis demonstrated for the first time the efficacy of serpins in vivo demonstrating thus their therapeutic potential.

No description available.