RNA interference (RNAi) is an important mechanism regulating gene expression. In plants, RNAi is triggered by double-stranded RNA (dsRNA) which is processed into small RNAs (sRNAs), usually 21-24 nt long. The sRNAs are loaded into Argonaut (AGO) protein and recognize the target based on sequence complementarity. When the target is mRNA, they can slice it or block translation leading to posttranscriptional gene silencing (PTGS). When the target is DNA, they can induce DNA methylation and chromatin changes, which when present in the promoter can lead to transcriptional gene silencing (TGS). The individual components of RNAi are well described, but less is known about the impact of different types of dsRNA precursors on the dynamics of RNAi. To study these aspects of RNAi, we used tobacco BY-2 cell line expressing GFP reporter and inducible silencers. The silencers used different ways of triggering the dsRNA formation by transcripts from antisense (AS), unterminated sense (UT) and inverted repeat (IR) GFP sequence to initiate PTGS. Additionally, one IR silencer based on the CaMV 35S promoter initiated TGS. This allowed us to study RNAi from the beginning throughout the steady state level and till the recovery phase, all in the highly homogeneous system. Using this system, we described several features...

Surprisingly little is known about the organization and distribution of tRNAs and tRNA-related sequences on a genome-wide scale. While tRNA complements are usually reported in passing as part of genome annotation efforts, and peculiar features such as the tandem arrangements of tRNAs in Entamoeba histolytica have been described in some detail, comparative studies are rare. We therefore set out to systematically survey the genomic arrangement of tRNAs in a wide range of eukaryotes to identify common patterns and taxon-specific peculiarities. We found that tRNA complements evolve rapidly and that tRNA locations are subject to rapid turnover. At the phylum level, distributions of tRNA numbers are very broad, with standard deviations on the order of the mean. Even within fairly closely related species, we observe dramatic changes in local organization. Consistent with this variability, syntenic conservation of tRNAs is also poor in general, with turn-over rates comparable to those of unconstrained sequence elements. We conclude that the genomic organization of tRNAs shows complex, lineage-specific patterns characterized by extensive variability, and that this variability is in striking contrast to the extreme levels of sequence-conservation of the tRNA genes themselves. Our comprehensive analysis of eukaroyotic tRNA distributions provides a basis for further studies into the interplay between tRNA gene arrangements and genome organization in general. Secondly, we focused on the investigation of small non-coding RNAs (ncRNAs) from whole transcriptome data. Since ncRNAs constitute a significant part of the transcriptome, we explore this data to detect and classify patterns derived from transcriptome-associated loci. We selected three distinct ncRNA classes: microRNAs, snoRNAs and tRNAs, all of which undergo maturation processes that lead to the production of shorter RNAs. After mapping the sequences to the reference genome, specific patterns of short reads were observed. These read patterns appeared to reflect RNA processing and, if so, should specify the RNA transcripts from which they are derived. In order to investigate whether the short read patterns carry information on the particular ncRNA class from which they orginate, we performed a random forest classification on the three distinct ncRNA classes listed above. Then, after exploring the potential classification of general groups of ncRNAs, we focused on the identification of small RNA fragments derived from tRNAs. After mapping transcriptome sequence data to reference genomes, we searched for specific short read patterns reflecting tRNA processing. In this context, we devised a common tRNA coordinate system based on conservation and secondary structure information that allows vector representation of processing products and thus comparison of different tRNAs by anticodon and amino acid. We report patterns of tRNA processing that seem to be conserved across species. Though the mechanisms and functional implications underlying these patterns remain to be clarified, our analysis suggests that each type of tRNA exhibits a specific pattern and thus appears to undergo a characteristic maturation process.

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Cis-regulatory changes in e.g. promoters or enhancers that affect the expression of a linked focal gene have long been thought to be important for adaptation. In this thesis, I investigate the selective importance and genomic correlates of cis-regulatory variation and divergence in the genus Capsella, using massively parallel sequencing data. This genus provides an opportunity to investigate cis-regulatory changes in response to polyploidization and mating system shifts, as it harbors three diploid species, the outcrosser Capsella grandiflora and the selfers Capsella orientalis and Capsella rubella, as well as the tetraploid Capsella bursa-pastoris. We first identify cis-regulatory changes associated with adaptive floral evolution in connection with the recent switch to self-fertilization in C. rubella and show that cis-regulatory changes between C. rubella and its outcrossing close relative C. grandiflora are associated with differences in transposable element content. Second, we show that variation in positive and purifying selection is important for the distribution of cis-regulatory variation across the genome of C. grandiflora. Interestingly, the presence of polymorphic transposable elements is strongly associated with cis-regulatory variation in C. grandiflora. Third, we show that the tetraploid C. bursa-pastoris is of hybrid origin and investigate the contribution of both parental species to gene expression. We show that gene expression in the tetraploid is partly explained by cis-regulatory divergence between the parental species. Nonetheless, within C. bursa-pastoris there is a great deal of variation in homeolog expression. In summary, this thesis explores the role of cis-regulatory changes for adaptive morphological changes in connection to a shift in mating system, the role of cis-regulatory divergence between progenitor species for an allopolyploid as well as the impact of positive and purifying selection on cis-regulatory variation within a species.

In Chloroplasten durchlaufen primäre Transkripte eine großen Anzahl von bzw. Reifungsprozesse. Diese Ereignisse spielen eine wichtige Rolle bei der Regulation der Genexpression und sind im Wesentlichen durch Proteinfaktoren, insbesondere RNA-Bindeproteine, reguliert. Der plastidäre Spleißfaktor MatK zählt zu den prokaryotischen Gruppe-II-Intron. MatK aus Nicotiana tabacum interagiert mit seinem Heimatintron trnK und sechs weiteren Gruppe IIA Introns. In dieser Untersuchung, MatK-Bindestellen konnten unterschiedlichen Regionen der Gruppe-II-Introns zugewiesen werden mit RIP-seq in Nicotiana tabacum. Die vorliegenden Ergebnisse zeigen, dass MatK im Vergleich zu seinen bakteriellen Vorfahren an Vielseitigkeit in der RNA-Erkennung gewonnen hat. MatK zeigt somit beispielhaft, wie eine Maturase die Fähigkeit erworben haben könnte, in trans auf mehrere Introns zu wirken. Quantitative Untersuchung und mathematische Modellierung der Expression von MatK und dessen Zielen offenbart ein komplexes Muster möglicher regulatorischer Feedback-Mechanismen. In dieser Studie konnte ein möglicher Feedback- Mechanismus durch Analyse von polysomal gebundenen Transkripten ausgeschlossen werden. Stabile Bindung von Proteinen an spezifische RNA-Bindestellen und anschließender Abbau der ungeschützten RNA kann zu Akkumulation von kleinen RNAs (sRNAs) führen. Solche Footprints von RNA-Bindeproteinen wurden durch die Untersuchung von Datensätzen kleiner RNAs in Chlamydomonas reinhardtii identifiziert. Zwei der sRNAs entsprechen den 5'' Enden der reifen psbB und psbH mRNAs. Beide sRNAs sind abhängig von Mbb1, einem TPR (Tetratrico-peptide repeat) Protein. Die beiden sRNAs besitzen eine hohe Ähnlichkeit in ihrer Primärsequenz und fehlen in der mbb1 Mutante. Dies legt nahe, dass auch andere der hier identifizierten sRNAs an 5'' Enden plastidärer mRNAs Protein-Bindestellen repräsentieren, die für die korrekte RNA-Prozessierung und RNA-Stabilisierung in Chlamydomonas Chloroplasten erforderlich sind. / In chloroplasts, primary transcripts are subjected to a number of processing events. These events play important roles in the regulation of gene expression and are extensively controlled by protein factors, especially by RNA-binding proteins. Chloroplast splicing factor MatK is related to prokaryotic group II intron maturases. Nicotiana tabacum MatK interacts with its home intron trnK and six additional group IIA introns. In this study, binding sites of MatK were narrowed down to varying regions of its group II targets by RIP-seq in Nicotiana tabacum. The results obtained demonstrate that MatK has gained versatility in RNA recognition relative to its bacterial ancestors. MatK thus exemplifies how a maturase could have gained the ability to act in trans on multiple introns during the dispersion of the group II introns through the eukaryotic genome early in the eukaryote evolution. Quantitative investigation and mathematical modeling of the expression of MatK and its targets revealed a complex pattern of possible feedback regulatory interactions. In this study, one possible feedback regulation mechanism was ruled out by the analysis of polysome associated transcripts. Stable binding of proteins to specific RNA sites and subsequent degradation of the unprotected RNA regions can result in small RNA, footprint of the RNA binding protein. Such footprints were identified by examining small RNA datasets of Chlamydomonas reinhardtii. Two of the sRNAs correspond to the 5’ ends of mature psbB and psbH mRNAs. Both sRNAs are dependent on Mbb1, a nuclear-encoded TPR (Tetratrico-peptide repeat) protein. The two sRNAs have high similarity in primary sequence, and both are absent in the mbb1 mutant. This suggests that sRNAs at the 5’ ends of chloroplast mRNAs identified here generally represent the binding sites of proteins, which function in RNA processing and RNA stabilization in Chlamydomonas chloroplast.

Les carcinomes spinocellulaires cutanés (cSCCs) sont le deuxième type de cancer par ordre de fréquence et sont responsables de 25% des décès dus aux cancers de la peau. Il est donc essentiel de caractériser les mécanismes responsables de la cancérisation de l'épiderme afin de développer de nouveaux traitements. Dans ce contexte, les miRNAs apparaissent comme des cibles de choix pour le développement de futures thérapies anti-tumorales. Toutefois, leur implication dans la physiopathologie des cSCCs est encore peu documentée. Au cours de cette étude, j’ai identifié, par séquençage à haut débit, 112 miRNAs dont l’expression est altérée au cours du développement tumoral dans un modèle murin de carcinogénèse chimique cutanée. J’ai ensuite focalisé mon attention sur le cluster miR-193b/365a et sur miR-708 dont les niveaux diminuent au cours de la progression tumorale, suggérant des fonctions de suppresseurs de tumeur. En accord avec cette hypothèse, l’expression ectopique de ces miRNAs inhibe la prolifération, la survie et la migration de cellules tumorales, alors que le blocage de leur action par des anti-sens stimule ces fonctions cellulaires dans des kératinocytes normaux. L’association d’approches in silico et d’analyses du transcriptome de cellules de cSCC sur-exprimant ces miRNAs m’a permis d’identifier leurs gènes cibles potentiels. J’ai validé KRAS et MAX comme cibles communes de miR-193b et miR-365a, et montré par l’utilisation de siRNAs que la répression de ces cibles mime les effets de ces miRNAs. Ces résultats suggérent que le ciblage de ces gènes pourrait médier en partie les effets suppresseurs de tumeur de miR-193b et de miR-365a dans les cSCCs. / Cutaneous squamous cell carcinomas (cSCCs) are the second most common cancer and are responsible for up to 25% of all skin cancer deaths. It is therefore essential to characterize the mechanisms responsible for epidermis carcinogenesis to develop new treatments. In this context, miRNAs appear to be prime targets for the development of future anti-tumor therapies. However, their involvement in the pathophysiology of cSCCs is still poorly documented. In this study, I identified using Small RNA sequencing, 112 miRNAs whose expression is altered during tumor development in a mouse model of cutaneous two-stage chemical carcinogenesis. Then, I focused my attention on the miR-193b/365a cluster and on miR-708, that are down-regulated during tumorigenesis, suggesting tumor suppressor functions. Consistent with this hypothesis, the ectopic expression of these miRNAs inhibit the proliferation, survival and migration of tumor cells, while blocking their action with antisense oligonucleotides stimulates these cellular functions in normal keratinocytes. Combining in silico target-prediction approaches and transcriptome analyzes of cSCC cells over-expressing these miRNAs, I identified their potential target genes. I validated KRAS and MAX as direct targets of miR-193b and miR-365a, and I showed that repression of these genes using siRNAs mimics the effects of these miRNAs. These results suggest that targeting these genes might mediate, at least in part, the tumor suppressor action of miR-193b and miR-365a in cSCCs.

La principale contribution de cette thèse est le développement d'une méthode fiable, robuste, et rapide pour la prédiction des pré-miARNs. Deux objectifs avaient été assignés : efficacité et flexibilité. L'efficacité a été rendue possible au moyen d'un algorithme quadratique. La flexibilité repose sur deux aspects, la nature des données expérimentales et la position taxonomique de l'organisme (en particulier plantes ou animaux). Mirinho accepte en entrée des séquences de génomes complets mais aussi les très nombreuses séquences résultant d'un séquençage massif de type NGS de “RNAseq”. “L'universalité” taxonomique est obtenu par la possibilité de modifier les contraintes sur les tailles de la tige (double hélice) et de la boule terminale. Dans le cas de la prédiction des miARN de plantes la plus grande longueur de leur pré-miARN conduit à des méthodes d'extraction de la structure secondaire en tige-boule moins précises. Mirinho prend en compte ce problème lui permettant de fournir des structures secondaires de pré-miARN plus semblables à celles de miRBase que les autres méthodes disponibles. Mirinho a été utilisé dans le cadre de deux questions biologiques précises l'une concernant des RNAseq l'autre de l'ADN génomique. La première question a conduit au traitement et l'analyse des données RNAseq de Acyrthosiphon pisum, le puceron du pois. L'objectif était d'identifier les miARN qui sont différentiellement exprimés au cours des quatre stades de développement de cette espèce et sont donc des candidats à la régulation des gènes au cours du développement. Pour cette analyse, nous avons développé un pipeline, appelé MirinhoPipe. La deuxieme question a permis d'aborder les problèmes liés à la prévision et l'analyse des ARN non-codants (ARNnc) dans la bactérie Mycoplasma hyopneumoniae. Alvinho a été développé pour la prédiction de cibles des miRNA autour d'une segmentation d'une séquence numérique et de la détection de la conservation des séquences entre ncRNA utilisant un graphe k-partite. Nous avons finalement abordé un problème lié à la recherche de motifs conservés dans un ensemble de séquences et pouvant ainsi correspondre à des éléments fonctionnels / The main contribution of this thesis is the development of a reliable, robust, and much faster method for the prediction of pre-miRNAs. With this method, we aimed mainly at two goals: efficiency and flexibility. Efficiency was made possible by means of a quadratic algorithm. Flexibility relies on two aspects, the input type and the organism clade. Mirinho can receive as input both a genome sequence and small RNA sequencing (sRNA-seq) data of both animal and plant species. To change from one clade to another, it suffices to change the lengths of the stem-arms and of the terminal loop. Concerning the prediction of plant miRNAs, because their pre-miRNAs are longer, the methods for extracting the hairpin secondary structure are not as accurate as for shorter sequences. With Mirinho, we also addressed this problem, which enabled to provide pre-miRNA secondary structures more similar to the ones in miRBase than the other available methods. Mirinho served as the basis to two other issues we addressed. The first issue led to the treatment and analysis of sRNA-seq data of Acyrthosiphon pisum, the pea aphid. The goal was to identify the miRNAs that are expressed during the four developmental stages of this species, allowing further biological conclusions concerning the regulatory system of such an organism. For this analysis, we developed a whole pipeline, called MirinhoPipe, at the end of which Mirinho was aggregated. We then moved on to the second issue, that involved problems related to the prediction and analysis of non-coding RNAs (ncRNAs) in the bacterium Mycoplasma hyopneumoniae. A method, called Alvinho, was thus developed for the prediction of targets in this bacterium, together with a pipeline for the segmentation of a numerical sequence and detection of conservation among ncRNA sequences using a kpartite graph. We finally addressed a problem related to motifs, that is to patterns, that may be composed of one or more parts, that appear conserved in a set of sequences and may correspond to functional elements.

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