In recent years, the genetic landscape of B-cell derived lymphoid malignancies, including chronic lymphocytic leukemia (CLL), has been rapidly unraveled, identifying recurrent genetic mutations with potential clinical impact. Interestingly, ~30% of all CLL patients can be assigned to more homogeneous subsets based on the expression of a similar or “stereotyped” B-cell receptor (BcR). Considering that biased distribution of genetic mutations was recently indicated in specific stereotyped subsets, in paper I, we screened 565 subset cases, preferentially assigned to clinically aggressive subsets, and confirm the SF3B1 mutational bias in subset #2 (45%), but also report on similarly marked enrichment in subset #3 (46%). In contrast, NOTCH1 mutations were predominantly detected in subsets #1, #8, #59 and #99 (22-34%). This data further highlights a subset-biased acquisition of genetic mutations in the pathogenesis of at least certain subsets. Aberrant NF-κB signaling due to a deletion within the NFKBIE gene previously reported in CLL warranted extended investigation in other lymphoid malignancies. Therefore, in paper II, we screened 1460 patients with various lymphoid malignancies for NFKBIE deletions and reported enrichment in classical Hodgkin lymphoma (27%) and primary mediastinal B-cell lymphoma (PMBL) (23%). NFKBIE-deleted PMBL cases had higher rates of chemorefractoriness and inferior overall survival (OS). NFKBIE-deletion status remained an independent prognostic marker in multivariate analysis. EGR2 mutations were recently reported in advanced stage CLL patients; thus, in paper III we screened 2403 CLL patients for mutations in EGR2. An overall mutational frequency of 3.8% was reported and EGR2 mutations were associated with younger age, advanced stage and del(11q). EGR2 mutational status remained an independent marker of poor outcome in multivariate analysis, both in the screening and validation cohorts. Whole-genome sequencing (WGS) of 70 CLL cases, assigned to poor-prognostic subsets #1 and #2 and indolent subset #4, were investigated in Paper IV and revealed a similar skewing of SF3B1 mutations in subset #2 and NOTCH1 mutations in subset #1 to that reported in Paper I. Additionally, an increased frequency of the recently proposed CLL driver gene RPS15 was observed in subset #1. Finally, novel non-coding mutational biases were detected in both subset #1 and #2 that warrant further investigation.

La mucoviscidose est une maladie génétique autosomique causée par une mutation dans le gène CFTR (Cystic Fibrosis Transmembrane Conductance Regulator). Mon travail s’est décomposé en deux parties principales : d’une part j’ai réalisé une revue de la littérature sur l’analyse des génomes bactériens isolés de patients mucoviscidosiques comparativement aux génomes des mêmes espèces isolées dans d’autrescontextes et d’autre part j’ai analysé les génomes de trois espèces bactériennes (Microbacterium yannicii, Chryseobacterium oranimense et Haemophilus parahaemolyticus). L’analyse exhaustive des génomes bactériens issus de patients atteints de mucoviscidose a révélé une extraordinaire évolution de ces génomes en fonction du temps et des traitements reçus par ces patients qui témoigne de la capacité qu’ont ces bactéries à s’adapter à leur écosystème notamment par l’acquisition de nouveaux gènes par transfert latéral de gènes. Ce travail montre l’extraordinaire plasticité des génomes bactériens dans un milieu donné et à ce titre le poumon de patients atteints de mucoviscidose représente un modèle unique pour comprendre l’évolution des génomes bactériens. De plus, notre travail a permis d’identifier leurs mécanismes moléculaires de résistance aux antibiotiques. Les travaux à venir sur l’étude des métagénomes de prélèvements chez ces patients pourrait permettre de répondre à ces questions dans le futur. La découverte de nouvelles espèces et / ou émergentes va nous permettre d’avoir une image plus complète de la mucoviscidose qui pourrait conduire à une meilleure connaissance de la maladie et donc à une meilleure prise en charge thérapeutique. / Cystic fibrosis is an autosomal genetic disorder caused by a mutation in the CFTR (Cystic Fibrosis Transmembrane Conductance Regulator) gene. Pulmonary infection is the major problem faced by patients with cystic fibrosis. My work is divided into two main parts: first I made a review of the literature on the analysis of bacterial genomes isolated from CF patients compared to the genomes of the same species isolated in autrescontextes and other part I analyzed the genomes of three species of bacteria (Microbacterium yannicii, Chryseobacterium oranimense and Haemophilus parahaemolyticus). The comprehensive analysis of bacterial genomes from cystic fibrosis patients revealed an extraordinary evolution of these genomes with time and treatment received by these patients reflects the ability of these bacteria to adapt to their particular ecosystem the acquisition of new genes by lateral gene transfer. This work shows the extraordinary plasticity of bacterial genomes in a given environment and as the lungs of patients with cystic fibrosis represents a unique model for understanding the evolution of bacterial genomes. In addition, our work has identified their molecular mechanisms of resistance to antibiotics. Future work on the study of metagenomes sampling in these patients could help to answer these questions in the future. The discovery of new species and / or emerging will allow us to have a more complete picture of cystic fibrosis which could lead to a better understanding of the disease and thus a better therapeutic management.

A tuberculose é uma doença infectocontagiosa causada por bactérias do complexo Mycobacterium tuberculosis (MTBC) que afeta humanos e/ou animais. Membros desse complexo evoluíram clonalmente e possuem grande similaridade genômica, diferenciando-se por polimorfismos de nucleotídeo único (SNPs) e regiões de diferença (RDs). Dentre os patógenos da tuberculose em animais, Mycobacterium bovis, causador da tuberculose bovina, é o membro do MTBC de maior importância global. Desta maneira, o presente estudo tem por objetivo o sequenciamento, a anotação e a análise da estirpe brasileira SP38 de M. bovis, seguido da genômica comparativa desse com outros genomas de M. bovis depositados no GenBank. Mycobacterium bovis SP38 apresenta um genoma tradicional de micobactéria tuberculosa, sendo esse único, circular com 4.347.646 pb, alto conteúdo de GC (65,6%) e 4.216 genes, incluindo 154 pseudogenes, 3 genes de rRNA (RNA ribossomal), 45 de tRNA (RNA transportador), 2 de ncRNA (RNA não codificante), 1 tmRNA (RNA transferência-mensageiro) e 4.011 sequências de DNA codificante (CDSs) (NZ_CP015773.1). Dentre as CDSs, a maioria (2.805 - 69,93%) foi anotado com função e 1.206 (30,07%) como hipotéticos. Para a genômica comparativa, os 31 genomas completos ou em drafts de M. bovis depositados no GenBank, 32 genomas de Mycobacterium bovis BCG e 23 genomas de Mycobacterium tuberculosis foram selecionados. Análises in silico dos padrões de RD resultaram na exclusão de três genomas anotados equivocadamente como M. bovis virulentos. A análise de genes ortólogos sugere que M. bovis está sob processo de decay genômico. A quantificação de sítios polimórficos indica uma maior variabilidade genética em números totais (8.335 em M. tuberculosis, 3.448 em M. bovis virulentos, e 1.088 em M. bovis BCGs) e comparações par-a-par (p ≤0,05) de M. tuberculosis em relação a M. bovis virulentos e BCGs, indicando uma maior pressão evolutiva sob M. tuberculosis, contrastando com o fato de que M. bovis é capaz de infectar um maior número de espécies hospedeiras que M. tuberculosis. A maioria desses sítios polimórficos estão localizados em CDSs hipotéticos (31,7% - 51,3%), sendo associados a família gênica PE/PPE, e apresentam uma proporção de mutações não sinônimas crescentes pela ordem M. bovis BCG, M. bovis virulentos e M. tuberculosis (48,90%, 51,92% e 59,52%, respectivamente). Essa menor proporção de mutações não sinônimas e a categorização funcional dissimilar entre CDSs contendo sítios polimórficos, indica que M. bovis BCG está sujeito a diferentes pressões seletivas quando comparado a M. bovis virulentos e M. tuberculosis. Por fim, a análise filogenética baseada em sítios polimórficos indica agrupamentos filogenéticos de M. bovis suportados pela classificação dos Complexos Clonais (CCs) e não por hospedeiros de origem dos isolados, confirmando que sítios polimórficos podem ser utilizados para classificação filogenética de linhagens genéticas desta espécie bacteriana. Além do mais, 2/28 (7,14%) genomas de M. bovis não puderam ser classificados nos CCs atualmente descritos, sugerindo a existência de complexos ainda não determinados. Este estudo representa o primeiro genoma de uma estirpe nacional de M. bovis a ser completamente sequenciado e a primeira análise de genômica comparativa de genomas desta espécie bacteriana. / Tuberculosis is an infectious disease caused by bacteria of the Mycobacterium tuberculosisComplex (MTBC) that affects human beings and/or animals. Members of this complex clonally evolved and have high genomic similarity, differentiated by single nucleotide polymorphisms (SNPs) and regions of difference (RDs). Among the animal tuberculosis pathogens, Mycobacterium bovis, the causative agent of bovine tuberculosis, is the MTBC member of greatest global importance. Therefore, the aim of the present study is to sequence, assemble and annotate the genome of the Brazilian strain SP38 of M. bovis, followed by the comparative genomics with other M. bovis genomes available in GenBank. Mycobacterium bovis SP38 has a traditional mycobacteria genome. It has a single and circular chromosome with 4,347,646 bp, high GC content (65.6%), and 4,216 genes, including 154 pseudogenes, 3 rRNA genes (ribosomal RNA), 45 tRNA (transfer RNA), 2 ncRNA (non-coding RNA), 1 tmRNA (transfer-messenger RNA), and 4,011 coding DNA sequences (CDSs) (NZ_CP015773.1). The majority of CDSs (2,805 - 69,93%) was annotated with function and 1,206 (30,07%) are hypothetical. For the comparative genomics analyses, the 31 genomes (complete and drafts) of M. bovis available in GenBank, 32 Mycobacterium bovis BCG and, 23 of Mycobacterium tuberculosis were chosen. In silico analysis of the RDs patterns resulted in the exclusion of three genomes, mistakenly annotated as virulent M. bovis. Orthologous gene analysis suggests that strains of M. bovis are under genomic decay. The quantification of polymorphic sites indicates the greater variability in absolute numbers (8,335 in M. tuberculosis, 3,448 in virulent M. bovis, and 1,088 in M. bovis BCG) and in pairwise comparisons (p≤0,05) of M. tuberculosis compared to virulent M. bovis and M. bovis BCG, suggesting that M. tuberculosis is under high evolutionary pressure. This is in contrast to the fact that M. bovis is capable of infecting a higher number of host species than M. tuberculosis. Most of these polymorphic sites are located in hypothetical CDSs (31.7% - 52.3%), being associated with PE/PPE family, and demonstrating a nonsynonymous mutations proportion of the following increasing order: M. bovis BCG, virulent M. bovis and M. tuberculosis (48.90%, 51.92% and 59.52%, respectively). This lower proportion of nonsynonymous mutations and the dissimilar functional categorization of CDSs with polymorphic sites indicates that M. bovis BCG is subjected to different selective pressure when compared to virulent M. bovis and M. tuberculosis. Finally, the phylogenetic analysis based on polymorphic sites indicates that the phylogenetic grouping of M. bovis is supported by Clonal Complexes (CCs), and not by the host of M. bovis isolates, confirming that polymorphic sites can be used for phylogenetic classification of genetic lineages of this bacterial species. Furthermore, 2/28 (7.14%) genomes of M. bovis could not be classified in the currently described CCs, suggesting the existence of complexes yet to be determined. This study represents the first genome of a Brazilian strain of M. bovis to be completely sequenced and the first comparative genomic analysis of the genomes of this bacterial species.

When conspecific individuals are crossed, the ensuing hybridization creates a spectrum of phenotypes in the resulting offspring. Many of hybrid traits will be additive, similar to the parental phenotypes. In some cases however, transgressive phenotypes are formed, outside the range of that of the parental phenotypes. Transgressive phenotypes can either be restricted to the F1 generation or be heritable throughout the hybrid lineage. While the mechanism behind heritable transgressive phenotyped is yet to be determined, transgressive gene expression is thought to be the root cause of their formation. Epigenetics modifications, heritable variation separate to the DNA code, can alter gene expression, persist through generations, and vary between individuals and over time. This makes them ideal candidates to be involved in the formation of transgressive phenotypes. RNA silencing is an epigenetic mechanism of gene regulation relying on 20Q24nt single stranded small RNAs (sRNAs). Small RNAs, due to their ability to set up persistent epigenetic marks at a locus, have the potential to create heritable transgressive gene expression. For example, when genetic variation from one parental genome presents novel targets to the sRNAs of the other parental genome, new epigenetic marks such as DNA methylation or secondary sRNAs can be created at target sites. In order to understand the potential of small RNAs to influence hybrid phenotype, I designed crossing experiments with Chlamydomonas reinhardtii, choosing this unicellular alga due to the genetic tools available and the haploid nature of its vegetative cells. The specific aim of the experiment was to identify transgressively expressed sRNA populations. Crossing two geographically distinct strains of C. reinhardtii, and sequencing both the genomes and sRNAomes of parents and recombinants, I was able catalogue both genetic and epigenetic variation in the parental strains providing unique insight into the inheritance of small RNAs in this alga. In this thesis, I first compare the genomes of the parental strains, identifying polymorphisms and assessing genetic variation in RNA silencing pathway components. I then describe the sRNA profiles of the parental strains, identifying differentially expressed sRNA loci. I then describe my approach to identifying transgressively expressed sRNA loci in the hybrids. While many sRNA loci in the recombinants exhibit additive sRNA expression, I found multiple transgressively expressed sRNA loci. Using the available bioinformatics tools, I identified potential miRNAs and phased secondary sRNAs within the list of transgressively expressed loci. Target analysis of one of the transgressively expressed miRNAs linked it with the transgressive expression of certain phased loci, suggesting a potential for sRNAs to be able to set up heritable epigenetic marks in recombinant C. reinhardtii cells.

Antimicrobial resistance (AMR) is a worldwide public health concern. While it is evident that the use of antibiotics creates selection pressure for the evolution of antibiotic resistance genes, there are still considerable knowledge gaps relating to the status quo of antibiotic use, emergence of resistant pathogens in different livestock production systems and spread within human and animal communities. This thesis includes a survey of antibiotic use in the dairy sector within a specific area of Zambia and analysis of AMR and virulence factors in E. coli isolated from dairy cattle and diarrhoea human patients with the following objectives. 1. To investigate the usage of antibiotics in the dairy sector and the drivers for use. 2. To determine the prevalence and patterns of antimicrobial resistance in E. coli isolated from faecal samples of dairy cattle. 3. To use whole genome sequencing (WGS) to investigate the molecular epidemiology of resistance determinants in E. coli strains isolated from both dairy cattle and humans. 4. To assess the zoonotic potential of isolated E. coli focusing on Shiga toxin-producing E. coli (STEC) and relationship to STEC associated with clinical disease in the UK. In view of these objectives, the first part of the work was carried out in Zambia and involved a questionnaire, a field survey, isolation of E. coli from dairy cattle faecal samples and phenotypic testing for AMR. In addition, E. coli isolates were obtained from another study that was focused on human patients presenting with diarrhoea at the University Teaching Hospital in Lusaka. The second part involved whole genome sequencing and molecular analyses of E. coli for resistance and virulence genotypes at the Roslin Institute (UK). For the field study, a stratified random sample of 104 farms was studied, representing approximately 20% of all dairy farms in the region. On each farm, faecal samples were collected from a random sample of animals and a standardised questionnaire on the usage of antibiotics was completed. An E. coli isolate was obtained from 98.67% (371/376) of the sampled animals and tested for resistance against the six types of antibiotics (tetracycline, ampicillin, sulfamethoxazole/trimethoprim, cefpodoxime, gentamicin and ciprofloxacin). These E. coli were then analysed together with those from humans for genotypes in the laboratory and from Illumina short read whole genome sequences using bioinformatics tools. Tetracylines and penicillin were the commonly used antibiotics in dairy herds. This finding was in line with the resistance phenotypes detected in E. coli isolated from the dairy cattle. The most prevalent AMR was to tetracycline (10.61; 95%CI: 7.40-13.82), followed by ampicillin (6.02; 95%CI: 3.31-8.73), sulfamethoxazole/ trimethoprim (4.49; 95%CI: 2.42-6.56), cefpodoxime (1.91; 95%CI: 0.46-3.36), gentamicin (0.89; 95%CI: 0.06-1.84) and ciprofloxacin (0%). The risk analysis indicated that AMR was associated with livestock diseases (lumpy skin disease and foot rot), exotic breeds (Jersey and Friesian), location, farm size and certain management practices. Analysis of whole genome sequences showed that isolates from humans had both higher levels and a greater diversity of resistance alleles than the cattle isolates. Common genotypes in both populations were: tetA (16%), tetB (10%), tetC (2%) for cattle isolates with tetA (32%), tetB (22%) and tetD (1%) in human isolates. Other common genotypes were blaTEM (56%), sul1 (29%), sul2 (66%), strA4 (57%) and strB1 (64%) in isolates of human origin while blaTEM (15%), sul1 (3%), sul2 (17%), strA4 (13%) and strB1 (19%) were in the cattle isolates. Whilst the E. coli isolates from cattle encoded resistance to common antibiotics of limited significance to human clinical medicine, isolates from humans had additional extended spectrum beta-lactamases (blaOXA, blaCMY, blaNDM, and blaDHA, blaOKP and blaCTX-M) that encode for resistance to essential antibiotics such as third generation cephalosporins and carbapenems. This was an evidence that AMR is an ongoing public health subject in Zambia but the exclusivity of certain resistances in the human population points to limited or no exchange of genotypes between E. coli of human origin and those from cattle. AMR in humans was probably independently selected by the use of antibiotics of clinical importance such as cephalosporin and fluoroquinolones. The virulence analysis focused on STEC, 11% (41/371) of E. coli isolates from cattle contained Shiga toxin genes (stx) while none (0/73) of the human isolates were positive. Phylogenetic analysis showed a random distribution of bovine STEC, with no indication of clonal spread. Although 89% (16/18) of the STEC tested had a cytotoxic effect on Vero cells, indicative of Shiga toxin production, only three (O45, O111, O157) belonged to one of the seven serogroups (O26, O157, O111, O103, O121, O145 and O45) associated with life-threatening enterohaemorrhagic E. coli (EHEC) infections in humans. In line with this, only the O157 serotype encoded a type 3 secretion system. This shows that, while Stx-encoding strains are common in these dairy herds of Zambia, they are not strain backgrounds known to pose an immediate threat to human health as they lack colonisation factors that are found in typical human EHEC. However, we must remain vigilant as emergence of EHEC strains in these animals remains an ever-present threat.

A tuberculose é uma doença infectocontagiosa causada por bactérias do complexo Mycobacterium tuberculosis (MTBC) que afeta humanos e/ou animais. Membros desse complexo evoluíram clonalmente e possuem grande similaridade genômica, diferenciando-se por polimorfismos de nucleotídeo único (SNPs) e regiões de diferença (RDs). Dentre os patógenos da tuberculose em animais, Mycobacterium bovis, causador da tuberculose bovina, é o membro do MTBC de maior importância global. Desta maneira, o presente estudo tem por objetivo o sequenciamento, a anotação e a análise da estirpe brasileira SP38 de M. bovis, seguido da genômica comparativa desse com outros genomas de M. bovis depositados no GenBank. Mycobacterium bovis SP38 apresenta um genoma tradicional de micobactéria tuberculosa, sendo esse único, circular com 4.347.646 pb, alto conteúdo de GC (65,6%) e 4.216 genes, incluindo 154 pseudogenes, 3 genes de rRNA (RNA ribossomal), 45 de tRNA (RNA transportador), 2 de ncRNA (RNA não codificante), 1 tmRNA (RNA transferência-mensageiro) e 4.011 sequências de DNA codificante (CDSs) (NZ_CP015773.1). Dentre as CDSs, a maioria (2.805 - 69,93%) foi anotado com função e 1.206 (30,07%) como hipotéticos. Para a genômica comparativa, os 31 genomas completos ou em drafts de M. bovis depositados no GenBank, 32 genomas de Mycobacterium bovis BCG e 23 genomas de Mycobacterium tuberculosis foram selecionados. Análises in silico dos padrões de RD resultaram na exclusão de três genomas anotados equivocadamente como M. bovis virulentos. A análise de genes ortólogos sugere que M. bovis está sob processo de decay genômico. A quantificação de sítios polimórficos indica uma maior variabilidade genética em números totais (8.335 em M. tuberculosis, 3.448 em M. bovis virulentos, e 1.088 em M. bovis BCGs) e comparações par-a-par (p ≤0,05) de M. tuberculosis em relação a M. bovis virulentos e BCGs, indicando uma maior pressão evolutiva sob M. tuberculosis, contrastando com o fato de que M. bovis é capaz de infectar um maior número de espécies hospedeiras que M. tuberculosis. A maioria desses sítios polimórficos estão localizados em CDSs hipotéticos (31,7% - 51,3%), sendo associados a família gênica PE/PPE, e apresentam uma proporção de mutações não sinônimas crescentes pela ordem M. bovis BCG, M. bovis virulentos e M. tuberculosis (48,90%, 51,92% e 59,52%, respectivamente). Essa menor proporção de mutações não sinônimas e a categorização funcional dissimilar entre CDSs contendo sítios polimórficos, indica que M. bovis BCG está sujeito a diferentes pressões seletivas quando comparado a M. bovis virulentos e M. tuberculosis. Por fim, a análise filogenética baseada em sítios polimórficos indica agrupamentos filogenéticos de M. bovis suportados pela classificação dos Complexos Clonais (CCs) e não por hospedeiros de origem dos isolados, confirmando que sítios polimórficos podem ser utilizados para classificação filogenética de linhagens genéticas desta espécie bacteriana. Além do mais, 2/28 (7,14%) genomas de M. bovis não puderam ser classificados nos CCs atualmente descritos, sugerindo a existência de complexos ainda não determinados. Este estudo representa o primeiro genoma de uma estirpe nacional de M. bovis a ser completamente sequenciado e a primeira análise de genômica comparativa de genomas desta espécie bacteriana. / Tuberculosis is an infectious disease caused by bacteria of the Mycobacterium tuberculosisComplex (MTBC) that affects human beings and/or animals. Members of this complex clonally evolved and have high genomic similarity, differentiated by single nucleotide polymorphisms (SNPs) and regions of difference (RDs). Among the animal tuberculosis pathogens, Mycobacterium bovis, the causative agent of bovine tuberculosis, is the MTBC member of greatest global importance. Therefore, the aim of the present study is to sequence, assemble and annotate the genome of the Brazilian strain SP38 of M. bovis, followed by the comparative genomics with other M. bovis genomes available in GenBank. Mycobacterium bovis SP38 has a traditional mycobacteria genome. It has a single and circular chromosome with 4,347,646 bp, high GC content (65.6%), and 4,216 genes, including 154 pseudogenes, 3 rRNA genes (ribosomal RNA), 45 tRNA (transfer RNA), 2 ncRNA (non-coding RNA), 1 tmRNA (transfer-messenger RNA), and 4,011 coding DNA sequences (CDSs) (NZ_CP015773.1). The majority of CDSs (2,805 - 69,93%) was annotated with function and 1,206 (30,07%) are hypothetical. For the comparative genomics analyses, the 31 genomes (complete and drafts) of M. bovis available in GenBank, 32 Mycobacterium bovis BCG and, 23 of Mycobacterium tuberculosis were chosen. In silico analysis of the RDs patterns resulted in the exclusion of three genomes, mistakenly annotated as virulent M. bovis. Orthologous gene analysis suggests that strains of M. bovis are under genomic decay. The quantification of polymorphic sites indicates the greater variability in absolute numbers (8,335 in M. tuberculosis, 3,448 in virulent M. bovis, and 1,088 in M. bovis BCG) and in pairwise comparisons (p≤0,05) of M. tuberculosis compared to virulent M. bovis and M. bovis BCG, suggesting that M. tuberculosis is under high evolutionary pressure. This is in contrast to the fact that M. bovis is capable of infecting a higher number of host species than M. tuberculosis. Most of these polymorphic sites are located in hypothetical CDSs (31.7% - 52.3%), being associated with PE/PPE family, and demonstrating a nonsynonymous mutations proportion of the following increasing order: M. bovis BCG, virulent M. bovis and M. tuberculosis (48.90%, 51.92% and 59.52%, respectively). This lower proportion of nonsynonymous mutations and the dissimilar functional categorization of CDSs with polymorphic sites indicates that M. bovis BCG is subjected to different selective pressure when compared to virulent M. bovis and M. tuberculosis. Finally, the phylogenetic analysis based on polymorphic sites indicates that the phylogenetic grouping of M. bovis is supported by Clonal Complexes (CCs), and not by the host of M. bovis isolates, confirming that polymorphic sites can be used for phylogenetic classification of genetic lineages of this bacterial species. Furthermore, 2/28 (7.14%) genomes of M. bovis could not be classified in the currently described CCs, suggesting the existence of complexes yet to be determined. This study represents the first genome of a Brazilian strain of M. bovis to be completely sequenced and the first comparative genomic analysis of the genomes of this bacterial species.

CCCTC-binding factor (CTCF) binds DNA, thereby helping to partition the mammalian genome into discrete structural and regulatory domains. In doing so, it insulates chromatin and fine-tunes gene activation, repression, and silencing. Complete removal of CTCF from mammalian cells causes catastrophic genomic dysregulation, most likely due to widespread collapse of 3D chromatin looping within the nucleus. In contrast, Ctcf hemizygous mice with lifelong reduction in CTCF expression are viable but have an increased incidence of spontaneous multi-lineage malignancies. In addition, CTCF is mutated in many human cancers and is thus implicated as a tumour suppressor gene. This study aimed to interrogate the genome-wide consequences of a reduced genomic concentration of Ctcf and its implications for carcinogenesis. In a genetically engineered mouse model, Ctcf hemizygous cells showed modest but robust changes in almost a thousand sites of genomic CTCF occupancy; these were enriched for lower affinity binding events with weaker evolutionary conservation across the mouse lineage. Furthermore, several hundred genes concentrated in cancer-related pathways were dysregulated due to changes in transcriptional regulation. Global chromatin structure was preserved but some loop interactions were destabilised, often around differentially expressed genes and their enhancers. Importantly, these transcriptional alterations were also seen in human cancers. These findings were then examined in a hepatocyte-specific mouse model of Ctcf hemizygosity with diethylnitrosamine-induced liver tumours. Ctcf hemizygous mice had a subtle liver-specific phenotype, although the overall tumour burden in Ctcf hemizygous and wild-type mice was the same. Using whole genome sequencing, the highly reproducible mutational signature caused by DEN exposure was characterised, revealing that Braf(V637E), orthologous to BRAF(V600E) in humans, was the predominant oncogenic driver in these liver tumours. Taken together, while Ctcf loss is partially physiologically compensated, chronic CTCF depletion dysregulates gene expression by subtly altering transcriptional regulation. This study also represents the first comprehensive genome-wide and histopathological characterisation of this commonly used liver cancer model.

Η Πλάγια Αμυοτροφική Σκλήρυνση είναι μια ετερογενής νόσος, που οφείλεται στην εκφύλιση των ανώτερων και κατώτερων κινητικών νευρώνων. Αρχικά η νόσος εκδηλώνεται είτε με μυϊκή αδυναμία και σπαστικότητα των άνω ή κάτω άκρων, είτε με δυσχέρεια στην ομιλία. Η εξέλιξη της νόσου είναι μοιραία και ο αναμενόμενος χρόνος επιβίωσης είναι 3 – 5 χρόνια. Με την εμφάνιση της νόσου έχουν συσχετιστεί πολλοί γενετικοί και περιβαλλοντικοί παράγοντες. Ταυτοχρόνως, έχουν προταθεί και πολλοί μηχανισμοί παθογένειας. Παρόλα αυτά, η ALS παραμένει ανίατη και οι υπάρχουσες θεραπείες αποσκοπούν στην βελτίωση της κλινικής εικόνας ή / και στην παράταση της επιβίωσης. Ιδιαίτερα στον ελληνικό πληθυσμό, η γενετική αιτία της νόσου δεν έχει διερευνηθεί επαρκώς. Μεταλλάξεις στα γονίδια SOD1, TARDBP και FUS στις οποίες οφείλεται το 30% των οικογενών περιπτώσεων ALS σύμφωνα με τη βιβλιογραφία, δεν απαντώνται στους ασθενείς με ελληνική καταγωγή. Για αυτό το λόγο, με τη βοήθεια της αλληλούχησης ολόκληρου του γονιδιώματος και χρησιμοποιώντας διάφορες προσεγγίσεις πάνω στα δεδομένα που εξήχθησαν, εστιάσαμε την έρευνά μας σε συγκεκριμένες παραλλαγές. Στόχος μας ήταν ο έλεγχος για πιθανές συσχετίσεις μεταξύ των παραλλαγών αυτών και της εμφάνισης της νόσου. Η επιλογή των παραλλαγών στηρίχθηκε στους κοινούς μεταξύ των ασθενών πολυμορφισμούς που δεν υπήρχαν στο δείγμα αναφοράς. Από αυτή την προσέγγιση, επιλέχθηκαν οι κοινοί πολυμορφισμοί rs6850200 (TBC1D1), rs1861869 (FTO), rs2892469 (FTO), rs4773203 και rs10581954 (A2LD1), rs34030508 (FAM181B) και rs6676539 (KAZN). Η δεύτερη προσέγγιση, περιλάμβανε τις νέες παραλλαγές που εντοπίστηκαν στο γονιδίωμα τουλάχιστον ενός εκ των ασθενών. Μεταξύ αυτών, επιλέχθηκαν 2 παραλλαγές, στην 5’ αμετάφραστη περιοχή των γονιδίων FGF13 και SLC36A1. Σε δεύτερο χρόνο, αντιπαρατέθηκαν οι παραλλαγές των γονιδιωμάτων, με τη βάση δεδομένων Human Gene Mutation Database (HGMD) και συγκεκριμένα, με τις μεταλλάξεις που έχουν συσχετιστεί με την ALS. Ωστόσο, δεν κρίθηκε σκόπιμη η περαιτέρω διερεύνηση των αποτελεσμάτων αυτών. Το δείγμα των ασθενών επεκτάθηκε για τις επιλεγμένες παραλλαγές και τα αποτελέσματα της γονοτύπησης των ασθενών συγκρίθηκαν με τα αποτελέσματα της γονοτύπησης που πραγματοποιήθηκε σε δείγμα αναφοράς. Οι παραλλαγές που έδωσαν στατιστικά σημαντικό αποτέλεσμα, αναλύθηκαν και σε πληθυσμό Σαρδηνίων ασθενών ALS έναντι υγιών ατόμων. Εξετάσθηκε επίσης και η περίπτωση μιας οικογένειας στην οποία υπήρχαν τέσσερα άτομα τα οποία εμφάνιζαν ιδιαίτερο φαινότυπο και είχαν διαγνωστεί με πιθανή ALS. Συλλέχθηκε το πλήρες ιατρικό ιστορικό των ατόμων της οικογένειας που νοσούσαν, ενώ με τη χρήση της μεθόδου νέας γενιάς αλληλούχησης εντοπίστηκε πιθανή μετάλλαξη. Μεταξύ των συνολικά οχτώ παραλλαγών που μελετήθηκαν (από την πρώτη και δεύτερη προσέγγιση), από την ανάλυση των δύο προέκυψε στατιστικά σημαντική διαφορά μεταξύ υγιών και ασθενών σε επίπεδο γονοτύπων, αλλά όχι σε επίπεδο αλληλομόρφων. Οι συσχετίσεις με την ALS αφορούν τους πολυμορφισμούς, rs6850200 (TBC1D1), rs1861869 και rs2892469 (FTO), στον ελληνικό πληθυσμό. Επιπλέον, οι rs1861869 και rs2892469 συνδέθηκαν με απλότυπο. Οι διαφορές αυτές δεν υπήρχαν στο δείγμα των Σαρδηνίων. Αναφορικά με την οικογένεια, επιβεβαιώθηκε η ύπαρξη μετάλλαξης μεγέθους 25 βάσεων στο γονίδιο SPG7 σε ομόζυγη κατάσταση, στα μέλη της οικογένειας που φέρουν τον φαινότυπο της ALS / HSP (Οικογενούς Σπαστικής Παραπληγίας) και σε ετερόζυγη κατάσταση στα υγιή άτομα της οικογένειας που ελέγχθηκαν. / Amyotrophic Lateral Sclerosis is a heterogeneous disorder, caused by upper and lower motor neuron degeneration. At the first stages of the disease, muscle weakness as well as spasticity of upper or lower limbs or alternatively, impaired speech become obvious. The patients deteriorate rapidly and finally die 3 – 5 years after the initiation of the symptoms. Many genetic and environmental factors have been correlated with ALS. At the same time, a wide range of pathogenesis’ mechanisms have been proposed. Nevertheless, ALS remains a fatal disease and the existing therapies, aim to symptom relief and/ or a slight prolongation of life time expectancy. In particular, the genetic causes of ALS in Greek population, have not been thoroughly investigated. Mutations in SOD1, TARDBP and FUS exons to which 30% of FALS cases are attributed according to the bibliography, are under-represented in patients with a Hellenic ancestry. Herein, we obtained whole genome sequencing data from 10 Greek ALS patients. To interpret our data we used several approaches, which then helped us focus on certain variations. The aim of the project was to investigate those variations and their possible association with the disease. The variations of interest were chosen according to the following criteria; polymorphisms (i) being common to all patients, (ii) not present in healthy individuals and (iii) located near genes. From this approach, we chose the common polymorphisms rs6850200 (TBC1D1), rs2892469 (FTO), rs1861869 (FTO), rs4773203 and rs10581954 (A2LD1), rs34030508 (FAM181B) and rs6676539 (KAZN). The second approach, includes the annotation of all the novel variants found in at least one patient. Among these variants, two were chosen, both located in the 5’ untranslated regions of the genes FGF13 and SLC36A1. Subsequently, the patients’ genomes variants were juxtaposed with the Human Gene Mutation Database (HGMD) and only those associated with ALS were selected. In this case, however, no further investigation has been performed. Our patients’ population was expanded for the overall chosen variations and their genotypes were compared to the genotypes of healthy individuals. Whenever the outcome had a statistical significance, a replication study was attempted in Sardinian ALS patients compared to healthy individuals. In parallel, we came across a case of a family with interesting phenotype features; four individuals in this family were diagnosed with possible ALS / HSP (Hereditary spastic paraparesis) and their full medical history was acquired. Through a next generation sequencing method a new possible mutation was identified. Overall, eight variations were studied (from the first and second approach). The polymorphisms rs6850200 (TBC1D1), rs1861869 and rs2892469 (FTO) showed a statistically significant association with ALS at a genotype level in the Greek population. At the same time, rs1861869 and rs2892469 were correlated with the existence of a haplotype. On the contrary, rs1861869 and rs2892469 showed no statistical significant differences, when Sardinian ALS patients were compared to healthy Sardinian individuals. As far as the family mentioned above is concerned, the existence of a homozygous 25bp deletion in the SPG7 gene was confirmed. All the members of the family, who manifested symptoms, bear the deletion.

Gene-fusions are a prevalent class of genetic variants that are often employed as cancer biomarkers and therapeutic targets. In recent years, high-throughput sequencing of the cellular genome and transcriptome have emerged as a promising approach for the investigation of gene-fusions at the DNA and RNA level. Although, large volumes of sequencing data and complexity of gene-fusion structures presents unique computational challenges. This dissertation describes research that first addresses the bioinformatics challenges associated with the analysis of the massive volumes of sequencing data by developing bioinformatics pipeline and more applied integrated computational workflows. Application of high-throughput sequencing and the proposed bioinformatics approaches for the breast and ovarian cancer study reveals unexpected complex structures of gene-fusions and their functional significance in the onset and progression of cancer. Integrative analysis of gene-fusions at DNA and RNA level shows the key importance of the regulation of gene-fusion at the transcription level in cancer.

Heavy metal pollutants, discharged into the ecosystem as waste by anthropogenic activities, contaminate drinking water for millions of people and animals in many regions of the world. Long term exposure to these metals, leads to several lethal diseases like cancer, keratosis, gangrene, diabetes, cardio- vascular disorders, etc. Therefore, removal of these pollutants from soil, water and environment is of great importance for human welfare. One of the possible eco-friendly solutions to this problem is the use of microorganisms that can accumulate the heavy metals from the contaminated sources, hence reducing the pollutant contents to a safe level. In this thesis an arsenic resistant bacterium Lysinibacillus sphaericus B1-CDA, a chromium resistant bacterium Enterobacter cloacae B2-DHA and a nickel resistant bacterium Lysinibacillus sp. BA2 were isolated and studied. The minimum inhibitory concentration values of these isolates are 500 mM sodium arsenate, 5.5 mM potassium chromate and 9 mM nickel chloride, respectively. The time of flight-secondary ion mass spectrometry and inductively coupled plasma-mass spectroscopy analyses revealed that after 120 h of exposure, the intracellular accumulation of arsenic in B1-CDA and chromium in B2-DHA were 5.0 mg/g dwt and 320 μg/g dwt of cell biomass, respectively. However, the arsenic and chromium contents in the liquid medium were reduced to 50% and 81%, respectively. The adsorption values of BA2 when exposed to nickel for 6 h were 238.04 mg of Ni(II) per gram of dead biomass indicating BA2 can reduce nickel content in the solution to 53.89%. Scanning electron micrograph depicted the effect of these metals on cellular morphology of the isolates. The genetic composition of B1-CDA and B2-DHA were studied in detail by sequencing of whole genomes. All genes of B1-CDA and B2-DHA predicted to be associated with resistance to heavy metals were annotated. The findings in this study accentuate the significance of these bacteria in removing toxic metals from the contaminated sources. The genetic mechanisms of these isolates in absorbing and thus removing toxic metals could be used as vehicles to cope with metal toxicity of the contaminated effluents discharged to the nature by industries and other human activities.