Scientific Workflows (SWFs) are widely used to model applications in e-Science. In this programming model, scientific applications are described as a set of tasks that have dependencies among them. During the last decades, the execution of scientific workflows has been successfully performed in the available computing infrastructures (supercomputers, clusters and grids) using software programs called Workflow Management Systems (WMSs), which orchestrate the workload on top of these computing infrastructures. However, because each computing infrastructure has its own architecture and each scientific applications exploits efficiently one of these infrastructures, it is necessary to organize the way in which they are executed. WMSs need to get the most out of all the available computing and storage resources. Traditionally, scientific workflow applications have been extensively deployed in high-performance computing infrastructures (such as supercomputers and clusters) and grids. But, in the last years, the advent of cloud computing infrastructures has opened the door of using on-demand infrastructures to complement or even replace local infrastructures. However, new issues have arisen, such as the integration of hybrid resources or the compromise between infrastructure reutilization and elasticity, everything on the basis of cost-efficiency. The main contribution of this thesis is an ad-hoc solution for managing workflows exploiting the capabilities of cloud computing orchestrators to deploy resources on demand according to the workload and to combine heterogeneous cloud providers (such as on-premise clouds and public clouds) and traditional infrastructures (supercomputers and clusters) to minimize costs and response time. The thesis does not propose yet another WMS, but demonstrates the benefits of the integration of cloud orchestration when running complex workflows. The thesis shows several configuration experiments and multiple heterogeneous backends from a realistic comparative genomics workflow called Orthosearch, to migrate memory-intensive workload to public infrastructures while keeping other blocks of the experiment running locally. The running time and cost of the experiments is computed and best practices are suggested. / Los flujos de trabajo científicos son comúnmente usados para modelar aplicaciones en e-Ciencia. En este modelo de programación, las aplicaciones científicas se describen como un conjunto de tareas que tienen dependencias entre ellas. Durante las últimas décadas, la ejecución de flujos de trabajo científicos se ha llevado a cabo con éxito en las infraestructuras de computación disponibles (supercomputadores, clústers y grids) haciendo uso de programas software llamados Gestores de Flujos de Trabajos, los cuales distribuyen la carga de trabajo en estas infraestructuras de computación. Sin embargo, debido a que cada infraestructura de computación posee su propia arquitectura y cada aplicación científica explota eficientemente una de estas infraestructuras, es necesario organizar la manera en que se ejecutan. Los Gestores de Flujos de Trabajo necesitan aprovechar el máximo todos los recursos de computación y almacenamiento disponibles. Habitualmente, las aplicaciones científicas de flujos de trabajos han sido ejecutadas en recursos de computación de altas prestaciones (tales como supercomputadores y clústers) y grids. Sin embargo, en los últimos años, la aparición de las infraestructuras de computación en la nube ha posibilitado el uso de infraestructuras bajo demanda para complementar o incluso reemplazar infraestructuras locales. No obstante, este hecho plantea nuevas cuestiones, tales como la integración de recursos híbridos o el compromiso entre la reutilización de la infraestructura y la elasticidad, todo ello teniendo en cuenta que sea eficiente en el coste. La principal contribución de esta tesis es una solución ad-hoc para gestionar flujos de trabajos explotando las capacidades de los orquestadores de recursos de computación en la nube para desplegar recursos bajo demando según la carga de trabajo y combinar proveedores de computación en la nube heterogéneos (privados y públicos) e infraestructuras tradicionales (supercomputadores y clústers) para minimizar el coste y el tiempo de respuesta. La tesis no propone otro gestor de flujos de trabajo más, sino que demuestra los beneficios de la integración de la orquestación de la computación en la nube cuando se ejecutan flujos de trabajo complejos. La tesis muestra experimentos con diferentes configuraciones y múltiples plataformas heterogéneas, haciendo uso de un flujo de trabajo real de genómica comparativa llamado Orthosearch, para traspasar cargas de trabajo intensivas de memoria a infraestructuras públicas mientras se mantienen otros bloques del experimento ejecutándose localmente. El tiempo de respuesta y el coste de los experimentos son calculados, además de sugerir buenas prácticas. / Els fluxos de treball científics són comunament usats per a modelar aplicacions en e-Ciència. En aquest model de programació, les aplicacions científiques es descriuen com un conjunt de tasques que tenen dependències entre elles. Durant les últimes dècades, l'execució de fluxos de treball científics s'ha dut a terme amb èxit en les infraestructures de computació disponibles (supercomputadors, clústers i grids) fent ús de programari anomenat Gestors de Fluxos de Treballs, els quals distribueixen la càrrega de treball en aquestes infraestructures de computació. No obstant açò, a causa que cada infraestructura de computació posseeix la seua pròpia arquitectura i cada aplicació científica explota eficientment una d'aquestes infraestructures, és necessari organitzar la manera en què s'executen. Els Gestors de Fluxos de Treball necessiten aprofitar el màxim tots els recursos de computació i emmagatzematge disponibles. Habitualment, les aplicacions científiques de fluxos de treballs han sigut executades en recursos de computació d'altes prestacions (tals com supercomputadors i clústers) i grids. No obstant açò, en els últims anys, l'aparició de les infraestructures de computació en el núvol ha possibilitat l'ús d'infraestructures sota demanda per a complementar o fins i tot reemplaçar infraestructures locals. No obstant açò, aquest fet planteja noves qüestions, tals com la integració de recursos híbrids o el compromís entre la reutilització de la infraestructura i l'elasticitat, tot açò tenint en compte que siga eficient en el cost. La principal contribució d'aquesta tesi és una solució ad-hoc per a gestionar fluxos de treballs explotant les capacitats dels orquestadors de recursos de computació en el núvol per a desplegar recursos baix demande segons la càrrega de treball i combinar proveïdors de computació en el núvol heterogenis (privats i públics) i infraestructures tradicionals (supercomputadors i clústers) per a minimitzar el cost i el temps de resposta. La tesi no proposa un gestor de fluxos de treball més, sinó que demostra els beneficis de la integració de l'orquestració de la computació en el núvol quan s'executen fluxos de treball complexos. La tesi mostra experiments amb diferents configuracions i múltiples plataformes heterogènies, fent ús d'un flux de treball real de genòmica comparativa anomenat Orthosearch, per a traspassar càrregues de treball intensives de memòria a infraestructures públiques mentre es mantenen altres blocs de l'experiment executant-se localment. El temps de resposta i el cost dels experiments són calculats, a més de suggerir bones pràctiques. / Carrión Collado, AA. (2017). Management of generic and multi-platform workflows for exploiting heterogeneous environments on e-Science [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/86179

Lignocellulosic plants are the most abundant source of terrestrial biomass and are one of the potential sources of renewable energy that can replace the use of fossil fuels. For a country such as Sweden, where the forest industry accounts for 10% of the total export, there would be large economical benefits associated with increased biomass yield. The availability of research on wood development conducted in conifer tree species, which represent the majority of the forestry in Sweden, is limited and the majority of research has been conducted in model angiosperm species such as Arabidopsis thaliana. However, the large evolutionary distance between angiosperms and gymnosperms limits the possibility to identify orthologous genes and regulatory pathways by comparing sequence similarity alone. At such large evolutionary distances, the identification of gene similarity is, in most cases, not sufficient and additional information is required for functional annotation. In this thesis, two high-spatial resolution datasets profiling wood development were processed; one from the angiosperm tree Populus tremula and the other from the conifer species Picea abies. These datasets were each published together with a web resource including tools for the exploration of gene expression, co-expression and functional enrichment of gene sets. One developed resource allows interactive, comparative co-expression analysis between species to identify conserved and diverged co-expression modules. These tools make it possible to identifying conserved regulatory modules that can focus downstream research and provide biologists with a resource to identify regulatory genes for targeted trait improvement. / Lignocellulosa är den vanligast förekommande källan till markburen biomassa och är en av de förnybara energikällor som potentiellt kan ersätta användningen av fossila bränslen. För ett land som Sverige, där skogsindustrin som står för 10 \% av den totala exporten, skulle därför en ökad produktion av biomassa kunna ge stora ekonomiska fördelar. Forskningen på barrträd, som utgör majoriteten av svensk skog är begränsad och den huvudsakliga forskningen som har bedrivits på växter, har skett i modell organismer tillhörande gruppen gömfröiga växter som till exempel i Arabidopsis thaliana. Det evolutionära avståndet mellan gömfröiga (blommor och träd) och nakenfröiga (gran och tall) begränsar dock möjligheten att identifiera regulatoriska system mellan dessa grupper. Vid sådana stora evolutionära avstånd krävs det mer än att bara identifiera en gen i en modellorganism utan ytterligare information krävs som till exempel genuttrycksdata. I denna avhandling har två högupplösta experiment som profilerar vedens utveckling undersökts; ett från gömfröiga träd Populus tremula och det andra från nakenföriga träd (barrträd) Picea abies. Datat som behandlats har publicerats tillsammans med webbsidor med flera olika verktyg för att bland annat visa genuttryck, se korrelationer av genuttryck och test för anrikning av funktionella gener i en grupp. En resurs som utvecklats tillåter interaktiva jämförelser av korrelationer mellan arter för att kunna identifiera moduler (grupper av gener) som bevaras eller skilts åt mellan arter över tid. Identifieringen av sådana bevarade moduler kan hjälpa att fokusera framtida forskning samt ge biologer en möjlighet att identifiera regulatoriska gener för en riktad förbättring av egenskaper hos träd.

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In this thesis, I investigate the genetics of neuropsychiatric disorders by analysing large data sets derived from high-throughput experiments, using novel comparative genomics approaches. In the first project, I explore characteristics of rare, de novo copy number variants identified among autism patients by employing various bioinformatics resources including Mouse Genome Informatics phenotypes, Gene Ontology terms, and protein-protein interactions. I describe how I objectively identified a number of mouse model phenotypes that are significantly associated with autism, and that provide insight into the aetiologies for both copy number deletions and duplications. In the second project, I investigate the genetics of obsessive-compulsive disorder by resequencing genomic regions of human case-control cohorts and the best spontaneous disease model organisms, namely dogs with canine compulsive disorder, and breed-matched controls. Targeted sequencing experiments yielded a large number of high-quality genetic variants in both humans and dogs. I prioritised variants and genes using case- control comparisons and functional annotations such as types of mutation, evolutionary conservation status and regulatory marks. In turn, I generated several hypotheses that are experimentally tractable. Replication of these findings in a larger cohort is necessary, although it lies beyond the scope of this thesis. Results from both projects indicate that the analytical frameworks employed in this thesis could be profitably applied to other neuropsychiatric disorders.

Les Spartines jouent un rôle écologique majeur sur les marais salés. Elles représentent un excellent modèle pour appréhender les conséquences écologiques de la spéciation par hybridation et polyploïdie dans le contexte d'invasion biologique. On s'intéresse plus particulièrement, à l'hybridation récente entre une espèce hexaploïde d'origine américaine Spartina alterniflora et une espèce hexaploïde européenne S. maritima ayant donnés deux hybrides F1 (S. x townsendii et S. x neyrautii) et la nouvelle espèce envahissante allododécaploïde (S. anglica). Les nouvelles technologies de séquençage haut-débit facilitent l'exploration de ces génomes peu connus. L'assemblage et l'annotation d'un transcriptome de référence ont permis d'annoter 16 753 gènes chez les spartines hexaploïdes et d'identifier des gènes d'intérêts écologique et évolutif. Une sélection de ces gènes a ensuite été analysée à travers une étude d'expression par PCR quantitative sur les populations naturelles des 5 espèces du complexe. Les résultats ont permis de mettre en évidence une expression homogène intra-populations mais une grande variabilité entre les espèces. L'analyse du génome des Spartines a ciblé prioritairement le développement de ressources génomiques concernant l'espèce S. maritima pour l'analyse des compartiments codant et répété à l'aide de séquençage d'une banque BAC et d'un run de pyroséquençage d'ADN génomique. Les analyses ont permis d'évaluer une proportion d'éléments répétés représentant près de 30% du génome. Les données générées ont alors été comparées avec les génomes séquencés phylogénétiquement proches et ont permis de premières comparaisons entre les spartines et les autres Poaceae. / Spartina species play an important ecological role on salt marshes. They represent an excellent system to study the ecological consequences of hybrid and polyploid speciation in biological invasion contexts. In this study, we examined the effects of hybridization between the hexaploid American-native species Spartina alterniflora and the European species S. maritima, that gave rise to two F1 hybrids (S. x townsendii in England et S. x neyrautii in France) and the new invasive allododecaploid species (S. anglica). Next-generation sequencing technologies offer new perspectives to explore these previously poorly known genomes. The assembly of a reference transcriptome (from 454 Roche pyrosequencing) allowed annotation of 16,753 genes in hexaploid Spartina and identification of ecologically and evolutionary important genes. Expression levels of a subset of these genes were analyzed by quantitative PCR in Spartina natural populations. The results indicate intrapopulation homogenous expression but extreme variability between species. The European S. maritima beneficiated from genomic resource development through a BAC library and one pyrosequencing run. Our analyses estimated the relative proportions of repetitive sequences as about 30% and have identified the main transposable element families Data generated were also compared to closely related sequenced species and provided the first insights into the evolution of Spartina genomes in the Poaceae family.

This thesis focuses on the genomic study of symbionts of two different groups of hymenopterans: bees and ants. Both groups of insects have major ecological impact, and investigating their microbiomes increases our understanding of their health, diversity and evolution. The study of the bee gut microbiome, including members of Lactobacillus and Bifidobacterium, revealed genomic processes related to the adaptation to the gut environment, such as the expansion of genes for carbohydrate metabolism and the acquisition of genes for interaction with the host. A broader genomic study of these genera demonstrated that some lineages evolve under strong and opposite substitution biases, leading to extreme GC content values. A comparison of codon usage patterns in these groups revealed ongoing shifts of optimal codons. In a separate study we analysed the genomes of several strains of Lactobacillus kunkeei, which inhabits the honey stomach of bees but is not found in their gut. We observed signatures of genome reduction and suggested candidate genes for host-interaction processes. We discovered a novel type of genome architecture where genes for metabolic functions are located in one half of the genome, whereas genes for information processes are located in the other half. This genome organization was also found in other Lactobacillus species, indicating that it was an ancestral feature that has since been retained. We suggest mechanisms and selective forces that may cause the observed organization, and describe processes leading to its loss in several lineages independently. We also studied the genome of a species of Rhizobiales bacteria found in ants. We discuss its metabolic capabilities and suggest scenarios for how it may affect the ants’ lifestyle. This genome contained a region with homology to the Bartonella gene transfer agent (GTA), which is a domesticated bacteriophage used to transfer bacterial DNA between cells. We propose that its unique behaviour as a specialist GTA, preferentially transferring host-interaction factors, originated from a generalist GTA that transferred random segments of chromosomal DNA. These bioinformatic analyses of previously uncharacterized bacterial lineages have increased our understanding of their physiology and evolution and provided answers to old and new questions in fundamental microbiology.

Les bactéries du genre Deinococcus sont extrêmement tolérantes à de fortes doses de radiations. Des études antérieures ont montré que IrrE est nécessaire à la radiotolérance et à l'induction des gènes de réparation de l'ADN après exposition des cellules à l'irradiation. Pendant des années il est resté inconnu comment IrrE active l'expression de ces gènes. L'objectif de ma thèse était la caractérisation de la voie de signalisation dépendent de IrrE chez Deinococcus deserti. Pour cela, des approches biochimiques et génétiques ont été utilisées. Les premiers résultats ont fortement suggéré que IrrE agit indirectement sur l'activation de l'expression des gènes. En utilisant des expériences in vitro et in vivo, nous avons montré que IrrE de Deinococcus deserti interagit avec DdrO, un régulateur potentiel qui est codé par un gène radio-induit et qui est, comme IrrE, conservé chez les Deinococcus. De plus, IrrE clive DdrO in vitro mais aussi in vivo lorsque les deux protéines sont co-exprimées chez Escherichia coli. Ce clivage est abolit en présence d'un agent chélateur de métaux, l'EDTA. Chez D. deserti, le clivage de DdrO dépendent de IrrE a été observé mais seulement après exposition à l'irradiation. En parallèle, nous avons montré que la répression du promoteur d'un gène radio-inductible est dépendante de DdrO. Nos résultats montrent donc que IrrE est une métalloprotéase et nous proposons que le répresseur DdrO soit désactivé après clivage par IrrE conduisant à l'induction de différents gènes indispensables pour la réparation de l'ADN et la survie des cellules après exposition de Deinococcus à l'irradiation. / Deinococcus bacteria are famous for their extreme tolerance to high doses of radiation. Earlier studies have shown that IrrE protein is required for radiation tolerance and for induction of DNA repair genes after exposure of cells to radiation. However, for years it has remained unknown how IrrE activates gene expression. The aim of my thesis was to characterize the IrrE-dependent regulation pathway in Deinococcus deserti. For this, biochemical and genetic approaches were used. The first results strongly suggested that IrrE activates gene expression in an indirect manner. Then, using other in vivo and in vitro experiments, IrrE from Deinococcus deserti was found to interact with DdrO, a predicted regulator encoded by a radiation-induced gene that is, like irrE, highly conserved in Deinococcus. Moreover, IrrE was found to cleave DdrO in vitro and also in vivo when the proteins were co-expressed in Escherichia coli. This cleavage was not observed in the presence of the metal chelator EDTA. In D. deserti, IrrE-dependent cleavage of DdrO was observed only after exposure to radiation. Furthermore, DdrO-dependent repression of the promoter of a radiation-induced gene was shown. Our results demonstrate that IrrE is a metalloprotease and we propose that IrrE-mediated cleavage inactivates repressor protein DdrO, leading to transcriptional induction of various genes required for DNA repair and cell survival after exposure of Deinococcus to radiation.

Selon une vision populaire, l’évolution serait un processus de « progrès » qui s’accompagnerait d’un accroissement de la complexité moléculaire des êtres vivants. Cependant, les programmes de séquençage des génomes ont révélé l’existence d’espèces dont les lignées ont, au contraire, subi une réduction massive de leur génome. Ainsi, chez les cyanobactéries Prochlorococcus et Pelagibacter ubique, certaines lignées ont subi une réduction de 30% de leur génome. Une telle évolution « à rebours », dite évolution réductive, avait déjà été observée pour des bactéries endosymbiotiques, pour lesquelles la sélection naturelle n’est pas assez efficace pour éliminer les mutations délétères comme les pertes de gènes. Cela vient notamment du fait que ces bactéries endosymbiotiques subissent, à chaque reproduction de leur hôte, une réduction drastique de leur taille de population. Cette explication semble peu plausible pour des cyanobactéries marines comme Prochlorococcus et Pelagibacter, qui ont un mode de vie libre et qui font partie des bactéries les plus abondantes des océans. D’autres hypothèses ont ainsi été proposées pour expliquer l’évolution réductive comme l’adaptation à un environnement stable et pauvre en nutriments, des forts taux de mutation, mais aucun de ces hypothèses ne semble capable d’expliquer toutes les caractéristiques génomiques observées. Dans cette thèse, nous nous intéressons au cas de l’évolution réductive chez Prochlorococcus, pour laquelle de nombreuses séquences et données sont disponibles. Deux approches sont utilisées pour cette étude : une analyse phylogénétique des génomes de Prochlorococcus, et une approche théorique de simulation où nous testons différents scénarios évolutifs pouvant conduire à une évolution réductive. La combinaison de ces deux approches permet finalement de proposer un scénario plausible pour expliquer l'évolution réductive chez Prochlorococcus. / Given a popular view, evolution is an incremental process based on an increase of molecular complexity of organisms. However, some organisms have undergo massive genome reduction like the endosymbionts. In this case the reduction can be explained by the Muller’s ratchet due to the endosymbiont lifestyle with small population and lack of recombination. However, in some marine bacteria, like Prochlorococcus et Pelagibacter, lineage have undergo up to 30% of genome reduction. Their lifestyle is almost the opposite to the one of the endosymbionts and reductive genome evolution can not be easily explicable by the Muller’s ratchet. Some other hypothesis has been proposed but none can explain all the observed genomic characteristics. In the thesis, I am interested in the reductive evolution of Prochlorococcus. I used two approaches: a theoretical one using simulation where different scenarios are tested and an analysis of Prochlorococcus genomes in a phylogenetic framework to determine the causes and characteristics of genome reduction. The combination of these two approaches allows to propose an hypothetical evolutive history for the reductive genome evolution of Prochlorococcus.

A diversidade de tripanossomas é atribuída a um arsenal gene vasto. HSP compreendem várias famílias que atuam como uma chaperona moleculares em condições de estresse e fisiológicas. A HSP70 em tripanossomas consiste em 9 genes: Canonical, HSP70.4, HSP70.c, GRP78, Lc2.2, HSP70.b, Grp170, HSP110 e HSP70.a. Análises filogenéticas indicam que a evolução de HSP70 segue um padrão de ramificação que coincide com a compartimentação celular. As inferências filogenéticas de Trypanosoma obtidas a partir de genes que codificam HSP70s foram compatíveis com os obtidos por gGAPDH indicando que as HSP70s são uteis como marcadores moleculares. Os genes que codificam proteínas possuindo domínio P3/alfa-cristalino (ACD) na sua estrutura atuam como chaperonas envolvidas na proliferação e migração celular, citoesqueleto, na resposta a agentes patogénicos e desenvolvimento. Nove chaperonas putativas com o ACD foram recuperadas em Trypanosoma: TryDYX1C1, TrySGT1, Tryp23A, Tryp23B, TryNudC1, TryNudC2, HSP20, TryACDP, TryACD-TPR. / The diversity of trypanosomes is attributed to a vast gene arsenal. HSP comprehends several families which acts as a molecular chaperone in stress and physiological conditions. The HSP70 in trypanosomes consists of nine genes: Canonical, HSP70.4, HSP70.c, Grp78, Lc2.2, HSP70.b, Grp170, HSP110 and HSP70.a. Phylogenetic analysis shows that the evolution of HSP70 from Trypanosoma follows branching pattern that coincides with the cellular compartmentation. Phylogenetic Inferences of Trypanosoma obtained from genes encoding HSP70s were compatible with those obtained by gGAPDH indicating that HSP70 gene is a useful molecular maker. Genes encoding proteins having p3/alpha-crystalline domain (ACD) in its structure act as chaperones and co-chaperones involved in cell proliferation and migration, cytoskeleton and in response to pathogens and development. Nine putative chaperones containing the ACD were recovered in Trypanosoma: TryDYX1C1, TrySGT1, Tryp23A, Tryp23B, TryNudC1, TryNudC2, HSP20, TryACDP, TryACD-TPR.

Xylella fastidiosa é uma bactéria Gram-negativa, do subgrupo das Gama-Proteobactérias, não-flagelada, que coloniza o xilema de diversas plantas cultivadas e silvestres, podendo ser causadora de doenças. Sua disseminação é feita por insetos conhecidos como cigarrinhas. Genomas de cepas de X. fastidiosa isoladas de distintos hospedeiros já foram sequenciados completa ou parcialmente: 9a5c de citros; Temecula-1 e GB514 de videira; Dixon, M12 e M23 de amendoeira; Ann-1 de espirradeira e EB92-1, isolada de sabugueiro e utilizada como bio-controle para Doença de Pierce de videiras. Estudos de genômica comparativa associados a abordagens de genômica funcional e de genética molecular têm possibilitado o estudo detalhado de mecanismos potencialmente relevantes tanto para a colonização de plantas e insetos por este fitopatógeno como para o desenvolvimento de sintomas associados a doenças específicas em seus respectivos hospedeiros vegetais. Exceto o genoma de 9a5c, todos os demais genomas conhecidos são de cepas isoladas na América do Norte. Neste trabalho descrevemos o pirossequenciamento dos genomas da cepa J1a12, que exibe fenótipo não-virulento em citros, e das cepas Pr8x e Hib4, isoladas, respectivamente, de ameixeira e hibisco. A cepa J1a12 possui além de seu cromossomo principal de 2.788.789 pb dois plasmídeos, pXF51 e pXF27, respectivamente de 51.180 pb e 27.268 pb. pXF51 já foi descrito também na cepa de citros 9a5c e pXF27 tem similaridade com outros plasmídeos de cepas de X. fastidiosa norte-americanas isoladas de amoreira e videira. A cepa Pr8x possui além de seu cromossomo principal de 2.666.242 pb um plasmídeo, pXF39, de 39.580 pb, o qual contém a maioria das CDS presentes no pXF51. A cepa Hib4, isolada de hibisco, tem o maior cromossomo (2.813.297 pb) e também o maior plasmídeo (pXF64 com 64.251 pb) já descritos para X. fastidiosa. pXF64 apresenta extensa similaridade com o plasmídeo pBVIE04 de Burkholderia vietnamensis cepa G4, sendo descrito pela primeira vez em cepas de X. fastidiosa. Análises comparativas destes genomas possibilitaram a identificação de alterações que podem ser correlacionadas com os fenótipos exibidos por estas cepas, além da variedade e diversidade de regiões relacionadas a bacteriófagos e de plasmídeos que co-existem nas diferentes cepas deste fitopatógeno. / Xylella fastidiosa is a Gram-negative bacteria, of the Gamma-proteobacterium subgroup, non-flagellated that colonizes the xylem of several cultivated and wild plants, where may cause disease. The bacterium is spread by insects known as sharpshooters. Genomes of X. fastidiosa strains isolated from different hosts have been completely or partially sequenced: 9a5c from citrus; Temecula-1 and GB514 from grapevine; Dixon, M12 and M23 from almond tree; Ann-1 from oleander and EB92-1, isolated from elderberry and used as bio-control for Pierce\'s disease of grapevines. Comparative genomics studies associated with approaches from functional genomics and molecular genetics have allowed a detailed study of mechanisms potentially relevant to the colonization of plants and insects by this pathogen as well as to the development of symptoms associated with specific diseases in their respective host plants. Except for 9a5c, all other known genomes are from strains isolated in North America. Here we describe the pyrosequencing of the genomes of strain J1a12, which displays non-virulent phenotype in citrus and of Pr8x and Hib4 strains isolated, respectively, from plum and hibiscus. J1a12 has a main chromosome of 2,788,789 bp and two plasmids, pXF51 and pXF27, respectively of 51,180 bp and 27,268 bp. pXF51 has been described also in the citrus strain 9a5c and pXF27 has similarity with other plasmids found in North American strains isolated from mulberry tree and grapevine. The strain Pr8x has a main chromosome of 2,666,242 bp and one plasmid, pXF39, of 39,580 bp which present similarities with pXF51. Hib4, the strain isolated from hibiscus, has the largest chromosome (2,813,297 bp) and the largest plasmid (pXF64 with 64,251 bp) described for X. fastidiosa. pXF64 shows extensive similarity with the plasmid pBVIE04 of Burkholderia vietnamensis G4 strain and is described for the first time in X. fastidiosa. Comparative analyzes of these genomes have identified several differences that may be correlated with the phenotypes displayed by these strains, in addition to the variety and diversity of regions related to bacteriophages and plasmids that co-exist in different strains of this pathogen.