Uma nova abordagem para identificação da provável origem de genes exclusivos de bactérias

WAGNER, Priscilla Koch. A new approach to identify the probable origin of bacteria exclusive genes. 2018. 104 p. Dissertation (Master of Science) – School of Arts, Sciences and Humanities, University of São Paulo, São Paulo, 2018. Comparison of genomes, genes or even non-coding nucleotide sequences is an important task in which bioinformatics can be applied, since it allows the application of phylogenetic analyses. Phylogenetic analysis, in its turn, seeks to analyze the evolutionary relation of each species, considering its genetic characteristics. These processes and the techniques that implement them are based on nucleotide sequences sequenced and stores in databases of public genomes. With phylogenetic analysis it is also possible to identify possible origins of a gene. This task has a great importance, because it allows the identification of the origin of pathogenic genes, which may help to combat or prevent deseases. A potencial problem of these sequences is the possibility of having annotation errors (sequences marking as genes). These errors are little explored by researchers nowadays. Another unexplored topic is the phylogenetic analysis of exclusive genes, which are genes thaht manifest in only one species, considering a group of nearby species. The identification of exclusive genes of a species may serve to correctly identify, for example, a desease, in order to allow the use of a more especific and appropriate treatment. The importance of discovering phylogenies of exclusive genes and the difficulty of guaranteeing the consistency of genetic annotations motivated this work, whose objective was to implement tools to interpret data of genetic comparison, identifying annotation errors in exclusive genes and creating strategies to identify the origin of these genes.The origins of exclusive genes explored in this work involve the possibility of the exclusive genes have derived of other gene families of the organism itself, or, the exclusive genes differed a lot from the ancestral genes. Theses hypotheses, with the hypotesis of the existance of annotation errors, were explored in experiments using the developed tools. The experiments aimed to analyse the applicability of the developed strategy. Genomes of bacteria of the genus Xanthomonas were used, which contains a large group of bacteria that cause diseases in plants. The results show that there is a considerable amount of annotation errors on the genomes, proving the hypothesis that the inconsistency in genomic annotations has a great influence on the difficulty in identifying phylogenies (both exclusive and non-exclusive genes). The results also show that much of exclusive genes possibly originated from other gene families of the genome itself. Furthermore, these genes may have sufferedmodifications in relation to the ancestral genes, but still have certain similarities with nucleotide sequences that don’t encode genes in other more distant species. Finally, the strategy developed proved useful on phylogenetic analysis of the studied bacteria, which is a strong indication that the same approach can be used for similar problems with other species of living beings.