984 resultados para Evolutionary Relationships


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Phylogenies of housekeeping gene and 16S rRNA gene sequences were compared to improve the classification of the bacterial family Pasteurellaceae and knowledge of the evolutionary relationships of its members. Deduced partial protein sequences of the housekeeping genes atpD, infB and rpoB were compared in 28, 36 and 28 representative taxa of the Pasteurellaceae, respectively. The monophyly of representatives of the genus Gallibacterium was recognized by analysis of all housekeeping genes, while members of Mannheimia, Actinobacillus sensu stricto and the core group of Pasteurella sensu stricto formed monophyletic groups with two out of three housekeeping genes. Representatives of Mannheimia, Actinobacillus sensu stricto, [Haemophilus] ducreyi and [Pasteurella] trehalosi formed a monophyletic unit by analysis of all three housekeeping genes, which was in contrast to the 16S rRNA gene-derived phylogeny, where these taxa occurred at separate positions in the phylogenetic tree. Representatives of the Rodent, Avian and Aphrophilus-Haemophilus 16S rRNA gene groups were weakly supported by phylogenetic analysis of housekeeping genes. Phylogenies derived by comparison of the housekeeping genes diverged significantly from the 16S rRNA gene-derived phylogeny as evaluated by the likelihood ratio test. A low degree of congruence was also observed between the individual housekeeping gene-derived phylogenies. Estimates on speciation derived from 16S rRNA and housekeeping gene sequence comparisons resulted in quite different evolutionary scenarios for members of the Pasteurellaceae. The phylogeny based on the housekeeping genes supported observed host associations between Mannheimia, Actinobacillus sensu stricto and [Pasteurella] trehalosi and animals with paired hooves.

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Models of DNA sequence evolution and methods for estimating evolutionary distances are needed for studying the rate and pattern of molecular evolution and for inferring the evolutionary relationships of organisms or genes. In this dissertation, several new models and methods are developed.^ The rate variation among nucleotide sites: To obtain unbiased estimates of evolutionary distances, the rate heterogeneity among nucleotide sites of a gene should be considered. Commonly, it is assumed that the substitution rate varies among sites according to a gamma distribution (gamma model) or, more generally, an invariant+gamma model which includes some invariable sites. A maximum likelihood (ML) approach was developed for estimating the shape parameter of the gamma distribution $(\alpha)$ and/or the proportion of invariable sites $(\theta).$ Computer simulation showed that (1) under the gamma model, $\alpha$ can be well estimated from 3 or 4 sequences if the sequence length is long; and (2) the distance estimate is unbiased and robust against violations of the assumptions of the invariant+gamma model.^ However, this ML method requires a huge amount of computational time and is useful only for less than 6 sequences. Therefore, I developed a fast method for estimating $\alpha,$ which is easy to implement and requires no knowledge of tree. A computer program was developed for estimating $\alpha$ and evolutionary distances, which can handle the number of sequences as large as 30.^ Evolutionary distances under the stationary, time-reversible (SR) model: The SR model is a general model of nucleotide substitution, which assumes (i) stationary nucleotide frequencies and (ii) time-reversibility. It can be extended to SRV model which allows rate variation among sites. I developed a method for estimating the distance under the SR or SRV model, as well as the variance-covariance matrix of distances. Computer simulation showed that the SR method is better than a simpler method when the sequence length $L>1,000$ bp and is robust against deviations from time-reversibility. As expected, when the rate varies among sites, the SRV method is much better than the SR method.^ The evolutionary distances under nonstationary nucleotide frequencies: The statistical properties of the paralinear and LogDet distances under nonstationary nucleotide frequencies were studied. First, I developed formulas for correcting the estimation biases of the paralinear and LogDet distances. The performances of these formulas and the formulas for sampling variances were examined by computer simulation. Second, I developed a method for estimating the variance-covariance matrix of the paralinear distance, so that statistical tests of phylogenies can be conducted when the nucleotide frequencies are nonstationary. Third, a new method for testing the molecular clock hypothesis was developed in the nonstationary case. ^

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La semilla es el órgano que garantiza la propagación y continuidad evolutiva de las plantas espermatofitas y constituye un elemento indispensable en la alimentación humana y animal. La semilla de cereales acumula en el endospermo durante la maduración, mayoritariamente, almidón y proteínas de reserva. Estas reservas son hidrolizadas en la germinación por hidrolasas sintetizadas en la aleurona en respuesta a giberelinas (GA), siendo la principal fuente de energía hasta que la plántula emergente es fotosintéticamente activa. Ambas fases del desarrollo de la semilla, están reguladas por una red de factores de transcripción (TF) que unen motivos conservados en cis- en los promotores de sus genes diana. Los TFs son proteínas que han desempeñado un papel central en la evolución y en el proceso de domesticación, siendo uno de los principales mecanismos de regulación génica; en torno al 7% de los genes de plantas codifican TFs. Atendiendo al motivo de unión a DNA, éstos, se han clasificado en familias. La familia DOF (DNA binding with One Finger) participa en procesos vitales exclusivos de plantas superiores y sus ancestros cercanos (algas, musgos y helechos). En las semillas de las Triticeae (subfamilia Pooideae), se han identificado varias proteínas DOF que desempeñan un papel fundamental en la regulación de la expresión génica. Brachypodium distachyon es la primera especie de la subfamilia Pooideae cuyo genoma (272 Mbp) ha sido secuenciado. Su pequeño tamaño, ciclo de vida corto, y la posibilidad de ser transformado por Agrobacterium tumefaciens (plásmido Ti), hacen que sea el sistema modelo para el estudio de cereales de la tribu Triticeae con gran importancia agronómica mundial, como son el trigo y la cebada. En este trabajo, se han identificado 27 genes Dof en el genoma de B. distachyon y se han establecido las relaciones evolutivas entre estos genes Dof y los de cebada (subfamilia Pooideae) y de arroz (subfamilia Oryzoideae), construyendo un árbol filogenético en base al alineamiento múltiple del dominio DOF. La cebada contiene 26 genes Dof y en arroz se han anotado 30. El análisis filogenético establece cuatro grupos de genes ortólogos (MCOGs: Major Clusters of Orthologous Genes), que están validados por motivos conservados adicionales, además del dominio DOF, entre las secuencias de las proteínas de un mismo MCOG. El estudio global de expresión en diferentes órganos establece un grupo de nueve genes BdDof expresados abundantemente y/o preferencialmente en semillas. El estudio detallado de expresión de estos genes durante la maduración y germinación muestra que BdDof24, ortólogo putativo a BPBF-HvDOF24 de cebada, es el gen más abundante en las semillas en germinación de B. distachyon. La regulación transcripcional de los genes que codifican hidrolasas en la aleurona de las semillas de cereales durante la post‐germinación ha puesto de manifiesto la existencia en sus promotores de un motivo tripartito en cis- conservado GARC (GA-Responsive Complex), que unen TFs de la clase MYB-R2R3, DOF y MYBR1-SHAQKYF. En esta tesis, se ha caracterizado el gen BdCathB de Brachypodium que codifica una proteasa tipo catepsina B y es ortólogo a los genes Al21 de trigo y HvCathB de cebada, así como los TFs responsables de su regulación transcripcional BdDOF24 y BdGAMYB (ortólogo a HvGAMYB). El análisis in silico del promotor BdCathB ha identificado un motivo GARC conservado, en posición y secuencia, con sus ortólogos en trigo y cebada. La expresión de BdCathB se induce durante la germinación, así como la de los genes BdDof24 y BdGamyb. Además, los TFs BdDOF24 y BdGAMYB interaccionan en el sistema de dos híbridos de levadura e in planta en experimentos de complementación bimolecular fluorescente. En capas de aleurona de cebada, BdGAMYB activa el promotor BdCathB, mientras que BdDOF24 lo reprime; este resultado es similar al obtenido con los TFs ortólogos de cebada BPBF-HvDOF24 y HvGAMYB. Sin embargo, cuando las células de aleurona se transforman simultáneamente con los dos TFs, BdDOF24 tiene un efecto aditivo sobre la trans-activación mediada por BdGAMYB, mientras que su ortólogo BPBF-HvDOF24 produce el efecto contrario, revirtiendo el efecto de HvGAMYB sobre el promotor BdCathB. Las diferencias entre las secuencias deducidas de las proteínas BdDOF24 y BPBF-HvDOF24 podrían explicar las funciones opuestas que desempeñan en su interacción con GAMYB. Resultados preliminares con líneas de inserción de T-DNA y de sobre-expresión estable de BdGamyb, apoyan los resultados obtenidos en expresión transitoria. Además las líneas homocigotas knock-out para el gen BdGamyb presentan alteraciones en anteras y polen y no producen semillas viables. ABSTRACT The seed is the plant organ of the spermatophytes responsible for the dispersion and survival in the course of evolution. In addition, it constitutes one of the most importan elements of human food and animal feed. The main reserves accumulated in the endosperm of cereal seeds through the maturation phase of development are starch and proteins. Its degradation by hydrolases synthetized in aleurone cells in response to GA upon germination provides energy, carbon and nitrogen to the emerging seedling before it acquires complete photosynthetic capacity. Both phases of seed development are controlled by a network of transcription factors (TFs) that interact with specific cis- elements in the promoters of their target genes. TFs are proteins that have played a central role during evolution and domestication, being one of the most important regulatory mechanisms of gene expression. Around 7% of genes in plant genomes encode TFs. Based on the DNA binding motif, TFs are classified into families. The DOF (DNA binding with One Finger) family is involved in specific processes of plants and its ancestors (algae, mosses and ferns). Several DOF proteins have been described to play important roles in the regulation of genes in seeds of the Triticeae tribe (Pooideae subfamily). Brachypodium distachyon is the first member of the Pooideae subfamily to be sequenced. Its small size and compact structured genome (272 Mbp), the short life cycle, small plant size and the possibility of being transformed with Agrobacterium tumefaciens (Ti-plasmid) make Brachypodium the model system for comparative studies within cereals of the Triticeae tribe that have big economic value such as wheat and barley. In this study, 27 Dof genes have been identified in the genome of B. distachyon and the evolutionary relationships among these Dof genes and those frome barley (Pooideae subfamily) and those from rice (Oryzoideae subfamily) have been established by building a phylogenetic tree based on the multiple alignment of the DOF DNA binding domains. The barley genome (Hordeum vulgare) contains 26 Dof genes and in rice (Oryza sativa) 30 genes have been annotated. The phylogenetic analysis establishes four Major Clusters of Orthologous Genes (MCOGs) that are supported by additional conserved motives out of the DOF domain, between proteins of the same MCOG. The global expression study of BdDof genes in different organs and tissues classifies BdDof genes into two groups; nine of the 27 BdDof genes are abundantly or preferentially expressed in seeds. A more detailed expression analysis of these genes during seed maturation and germination shows that BdDof24, orholog to barley BPBF-HvDof24, is the most abundantly expressed gene in germinating seeds. Transcriptional regulation studies of genes that encode hydrolases in aleurone cells during post-germination of cereal seeds, have identified in their promoters a tripartite conserved cis- motif GARC (GA-Responsive Complex) that binds TFs of the MYB-R2R3, DOF and MYBR1-SHAQKYF families. In this thesis, the characterization of the BdCathB gene, encoding a Cathepsin B-like protease and that is ortholog to the wheat Al21 and the barley HvCathB genes, has been done and its transcriptional regulation by the TFs BdDOF24 and BdGAMYB (ortholog to HvGAMYB) studied. The in silico analysis of the BdCathB promoter sequence has identified a GARC motif. BdCathB expression is induced upon germination, as well as, those of BdDof24 and BdGamyb genes. Moreover, BdDOF24 and BdGAMYB interact in yeast (Yeast 2 Hybrid System, Y2HS) and in planta (Bimolecular Fluorecence Complementation, BiFC). In transient assays in aleurone cells, BdGAMYB activates the BdCathB promoter, whereas BdDOF24 is a transcriptional repressor, this result is similar to that obtained with the barley orthologous genes BPBF-HvDOF24 and HvGAMYB. However, when aleurone cells are simultaneously transformed with both TFs, BdDOF24 has an additive effect to the trans-activation mediated by BdGAMYB, while its ortholog BPBF-HvDOF24 produces an opposite effect by reducing the HvGAMYB activation of the BdCathB promoter. The differences among the deduced protein sequences between BdDOF24 and BPBF-HvDOF24 could explain their opposite functions in the interaction with GAMYB protein. Preliminary results of T-DNA insertion (K.O.) and stable over-expression lines of BdGamyb support the data obtained in transient expression assays. In addition, the BdGamyb homozygous T-DNA insertion (K.O.) lines have anther and pollen alterations and they do not produce viable seeds.

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La presente tesis doctoral tiene como objetivo el diseñar un modelo de inferencia visual y sencillo que permita a los usuarios no registrados en un sistema de recomendación inferir por ellos mismos las recomendaciones a partir de sus gustos. Este modelo estará basado en la representación de las relaciones de similaridad entre los ítems. Estas representaciones visuales (que llamaremos mapas gráficos), nos muestran en que lugar se encuentran los ítems más representativos y que ítems son votados de una manera más parecida en función de los votos emitidos por los usuarios del sistema de recomendación. Los mapas gráficos obtenidos, toman la forma de los árboles filogenéticos (que son árboles que muestran las relaciones evolutivas entre varias especies), que muestran la similitud numérica entre cada par de ítems que se consideran similares. Como caso de estudio se muestran en este trabajo los resultados obtenidos utilizando la base de datos de MovieLens 1M, que contiene 3900 películas (ítems). ABSTRACT The present PhD thesis has the objective of designing a visual and simple inference model that allow users, who are not registered in a recommendation system, to infer by themselves the recommendations from their tastes. This model will be based on the representation of relations of similarity between items. These visual representations (called graphical maps) show us where the most representative items are, and items are voted in a similar way based on the votes cast by users of the recommendation system. The obtained graphs maps take form of phylogenetic trees (which are trees that show the evolutionary relationships among various species), that give you an idea about the numeric similarity between each pair of items that are considered similar. As a case study we provide the results obtained using the public database Movielens 1M, which contains 3900 movies.

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Homobasidiomycete fungi display many complex fruiting body morphologies, including mushrooms and puffballs, but their anatomical simplicity has confounded efforts to understand the evolution of these forms. We performed a comprehensive phylogenetic analysis of homobasidiomycetes, using sequences from nuclear and mitochondrial ribosomal DNA, with an emphasis on understanding evolutionary relationships of gilled mushrooms and puffballs. Parsimony-based optimization of character states on our phylogenetic trees suggested that strikingly similar gilled mushrooms evolved at least six times, from morphologically diverse precursors. Approximately 87% of gilled mushrooms are in a single lineage, which we call the “euagarics.” Recently discovered 90 million-year-old fossil mushrooms are probably euagarics, suggesting that (i) the origin of this clade must have occurred no later than the mid-Cretaceous and (ii) the gilled mushroom morphology has been maintained in certain lineages for tens of millions of years. Puffballs and other forms with enclosed spore-bearing structures (Gasteromycetes) evolved at least four times. Derivation of Gasteromycetes from forms with exposed spore-bearing structures (Hymenomycetes) is correlated with repeated loss of forcible spore discharge (ballistospory). Diverse fruiting body forms and spore dispersal mechanisms have evolved among Gasteromycetes. Nevertheless, it appears that Hymenomycetes have never been secondarily derived from Gasteromycetes, which suggests that the loss of ballistospory has constrained evolution in these lineages.

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Knowledge of the origin and evolution of gene families is critical to our understanding of the evolution of protein function. To gain a detailed understanding of the evolution of the small heat shock proteins (sHSPs) in plants, we have examined the evolutionary history of the chloroplast (CP)-localized sHSPs. Previously, these nuclear-encoded CP proteins had been identified only from angiosperms. This study reveals the presence of the CP sHSPs in a moss, Funaria hygrometrica. Two clones for CP sHSPs were isolated from a F. hygrometrica heat shock cDNA library that represent two distinct CP sHSP genes. Our analysis of the CP sHSPs reveals unexpected evolutionary relationships and patterns of sequence conservation. Phylogenetic analysis of the CP sHSPs with other plant CP sHSPs and eukaryotic, archaeal, and bacterial sHSPs shows that the CP sHSPs are not closely related to the cyanobacterial sHSPs. Thus, they most likely evolved via gene duplication from a nuclear-encoded cytosolic sHSP and not via gene transfer from the CP endosymbiont. Previous sequence analysis had shown that all angiosperm CP sHSPs possess a methionine-rich region in the N-terminal domain. The primary sequence of this region is not highly conserved in the F. hygrometrica CP sHSPs. This lack of sequence conservation indicates that sometime in land plant evolution, after the divergence of mosses from the common ancestor of angiosperms but before the monocot–dicot divergence, there was a change in the selective constraints acting on the CP sHSPs.

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The parasitic bacterium Mycoplasma genitalium has a small, reduced genome with close to a basic set of genes. As a first step toward determining the families of protein domains that form the products of these genes, we have used the multiple sequence programs psi-blast and geanfammer to match the sequences of the 467 gene products of M. genitalium to the sequences of the domains that form proteins of known structure [Protein Data Bank (PDB) sequences]. PDB sequences (274) match all of 106 M. genitalium sequences and some parts of another 85; thus, 41% of its total sequences are matched in all or part. The evolutionary relationships of the PDB domains that match M. genitalium are described in the structural classification of proteins (SCOP) database. Using this information, we show that the domains in the matched M. genitalium sequences come from 114 superfamilies and that 58% of them have arisen by gene duplication. This level of duplication is more than twice that found by using pairwise sequence comparisons. The PDB domain matches also describe the domain structure of the matched sequences: just over a quarter contain one domain and the rest have combinations of two or more domains.

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The b locus encodes a transcription factor that regulates the expression of genes that produce purple anthocyanin pigment. Different b alleles are expressed in distinct tissues, causing tissue-specific anthocyanin production. Understanding how phenotypic diversity is produced and maintained at the b locus should provide models for how other regulatory genes, including those that influence morphological traits and development, evolve. We have investigated how different levels and patterns of pigmentation have evolved by determining the phenotypic and evolutionary relationships between 18 alleles that represent the diversity of b alleles in Zea mays. Although most of these alleles have few phenotypic differences, five alleles have very distinct tissue-specific patterns of pigmentation. Superimposing the phenotypes on the molecular phylogeny reveals that the alleles with strong and distinctive patterns of expression are closely related to alleles with weak expression, implying that the distinctive patterns have arisen recently. We have identified apparent insertions in three of the five phenotypically distinct alleles, and the fourth has unique upstream restriction fragment length polymorphisms relative to closely related alleles. The insertion in B-Peru has been shown to be responsible for its unique expression and, in the other two alleles, the presence of the insertion correlates with the phenotype. These results suggest that major changes in gene expression are probably the result of large-scale changes in DNA sequence and/or structure most likely mediated by transposable elements.

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The evolutionary relationships of 46 Shigella strains representing each of the serotypes belonging to the four traditional Shigella species (subgroups), Dysenteriae, Flexneri, Boydii, and Sonnei, were determined by sequencing of eight housekeeping genes in four regions of the chromosome. Analysis revealed a very similar evolutionary pattern for each region. Three clusters of strains were identified, each including strains from different subgroups. Cluster 1 contains the majority of Boydii and Dysenteriae strains (B1–4, B6, B8, B10, B14, and B18; and D3–7, D9, and D11–13) plus Flexneri 6 and 6A. Cluster 2 contains seven Boydii strains (B5, B7, B9, B11, B15, B16, and B17) and Dysenteriae 2. Cluster 3 contains one Boydii strain (B12) and the Flexneri serotypes 1–5 strains. Sonnei and three Dysenteriae strains (D1, D8, and D10) are outside of the three main clusters but, nonetheless, are clearly within Escherichia coli. Boydii 13 was found to be distantly related to E. coli. Shigella strains, like the other pathogenic forms of E. coli, do not have a single evolutionary origin, indicating convergent evolution of Shigella phenotypic properties. We estimate the three main Shigella clusters to have evolved within the last 35,000 to 270,000 years, suggesting that shigellosis was one of the early infectious diseases of humans.

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The poison frogs (family Dendrobatidae) are terrestrial anuran amphibians displaying a wide range of coloration and toxicity. These frogs generally have been considered to be aposematic, but relatively little research has been carried out to test the predictions of this hypothesis. Here we use a comparative approach to test one prediction of the hypothesis of aposematism: that coloration will evolve in tandem with toxicity. Recently, we developed a phylogenetic hypothesis of the evolutionary relationships among representative species of poison frogs, using sequences from three regions of mitochondrial DNA. In our analysis, we use that DNA-based phylogeny and comparative analysis of independent contrasts to investigate the correlation between coloration and toxicity in the poison frog family (Dendrobatidae). Information on the toxicity of different species was obtained from the literature. Two different measures of the brightness and extent of coloration were used. (i) Twenty-four human observers were asked to rank different photos of each different species in the analysis in terms of contrast to a leaf-littered background. (ii) Color photos of each species were scanned into a computer and a computer program was used to obtain a measure of the contrast of the colors of each species relative to a leaf-littered background. Comparative analyses of the results were carried out with two different models of character evolution: gradual change, with branch lengths proportional to the amount of genetic change, and punctuational change, with all change being associated with speciation events. Comparative analysis using either method or model indicated a significant correlation between the evolution of toxicity and coloration across this family. These results are consistent with the hypothesis that coloration in this group is aposematic.

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Early in the development of plant evolutionary biology, genetic drift, fluctuations in population size, and isolation were identified as critical processes that affect the course of evolution in plant species. Attempts to assess these processes in natural populations became possible only with the development of neutral genetic markers in the 1960s. More recently, the application of historically ordered neutral molecular variation (within the conceptual framework of coalescent theory) has allowed a reevaluation of these microevolutionary processes. Gene genealogies trace the evolutionary relationships among haplotypes (alleles) with populations. Processes such as selection, fluctuation in population size, and population substructuring affect the geographical and genealogical relationships among these alleles. Therefore, examination of these genealogical data can provide insights into the evolutionary history of a species. For example, studies of Arabidopsis thaliana have suggested that this species underwent rapid expansion, with populations showing little genetic differentiation. The new discipline of phylogeography examines the distribution of allele genealogies in an explicit geographical context. Phylogeographic studies of plants have documented the recolonization of European tree species from refugia subsequent to Pleistocene glaciation, and such studies have been instructive in understanding the origin and domestication of the crop cassava. Currently, several technical limitations hinder the widespread application of a genealogical approach to plant evolutionary studies. However, as these technical issues are solved, a genealogical approach holds great promise for understanding these previously elusive processes in plant evolution.

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Life falls into three fundamental domains--Archaea, Bacteria, and Eucarya (formerly archaebacteria, eubacteria, and eukaryotes,. respectively). Though Archaea lack nuclei and share many morphological features with Bacteria, molecular analyses, principally of the transcription and translation machineries, have suggested that Archaea are more related to Eucarya than to Bacteria. Currently, little is known about the archaeal cell division apparatus. In Bacteria, a crucial component of the cell division machinery is FtsZ, a GTPase that localizes to a ring at the site of septation. Interestingly, FtsZ is distantly related in sequence to eukaryotic tubulins, which also interact with GTP and are components of the eukaryotic cell cytoskeleton. By screening for the ability to bind radiolabeled nucleotides, we have identified a protein of the hyperthermophilic archaeon Pyrococcus woesei that interacts tightly and specifically with GTP. Furthermore, through screening an expression library of P. woesei genomic DNA, we have cloned the gene encoding this protein. Sequence comparisons reveal that the P. woesei GTP-binding protein is strikingly related in sequence to eubacterial FtsZ and is marginally more similar to eukaryotic tubulins than are bacterial FtsZ proteins. Phylogenetic analyses reinforce the notion that there is an evolutionary linkage between FtsZ and tubulins. These findings suggest that the archaeal cell division apparatus may be fundamentally similar to that of Bacteria and lead us to consider the evolutionary relationships between Archaea, Bacteria, and Eucarya.

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The utrophin gene is closely related to the dystrophin gene in both sequence and genomic structure. The Duchenne muscular dystrophy (DMD) locus encodes three 14-kb dystrophin transcripts in addition to several smaller isoforms, one of which, Dp116, is specific to peripheral nerve. We describe here the corresponding 5.5-kb mRNA from the utrophin locus. This transcript, designated G-utrophin, is of particular interest because it is specifically expressed in the adult mouse brain and appears to be the predominant utrophin transcript in this tissue. G-utrophin is expressed in brain sites generally different from the regions expressing beta-dystroglycan. During mouse embryogenesis G-utrophin is also seen in the developing sensory ganglia. Our data confirm the close evolutionary relationships between the DMD and utrophin loci; however, the functions for the corresponding proteins probably differ.

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The bacterial wilts of banana known as Moko disease, Bugtok disease and blood disease are caused by members of the R. solanacearum species complex. R. solanacearum is a heterogeneous species which has been divided into 4 genetic groups known as phylotypes. Within the R. solanacearum species complex, strains that cause Moko and Bugtok diseases belong to phylotype II. The blood disease bacterium, the cause of blood disease, belongs to phylotype IV. This study employs phylogenetic analysis of partial endoglucanase gene sequences to further assess the evolutionary relationships between strains of R. solanacearum causing Moko disease and Bugtok disease and the relationship of the blood disease bacterium to other R. solanacearum strains within phylotype IV of the R. solanacearum species complex. These analyses showed that R. solanacearum Moko disease-causing strains are polyphyletic, forming four related, but distinct, clusters of strains. One of these clusters is a previously unrecognised group of R. solanacearum Moko disease-causing strains. It was also found that R. solanacearum strains that cause Bugtok disease are indistinguishable from strains causing Moko disease in the Philippines. Phylogenetic analysis of partial endoglucanase gene sequences of the strains of the blood disease confirms a close relationship of these strains to R. solanacearum strains within phylotype IV of the R. solanacearum species complex.

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The primary goal of this dissertation is the study of patterns of viral evolution inferred from serially-sampled sequence data, i.e., sequence data obtained from strains isolated at consecutive time points from a single patient or host. RNA viral populations have an extremely high genetic variability, largely due to their astronomical population sizes within host systems, high replication rate, and short generation time. It is this aspect of their evolution that demands special attention and a different approach when studying the evolutionary relationships of serially-sampled sequence data. New methods that analyze serially-sampled data were developed shortly after a groundbreaking HIV-1 study of several patients from which viruses were isolated at recurring intervals over a period of 10 or more years. These methods assume a tree-like evolutionary model, while many RNA viruses have the capacity to exchange genetic material with one another using a process called recombination. ^ A genealogy involving recombination is best described by a network structure. A more general approach was implemented in a new computational tool, Sliding MinPD, one that is mindful of the sampling times of the input sequences and that reconstructs the viral evolutionary relationships in the form of a network structure with implicit representations of recombination events. The underlying network organization reveals unique patterns of viral evolution and could help explain the emergence of disease-associated mutants and drug-resistant strains, with implications for patient prognosis and treatment strategies. In order to comprehensively test the developed methods and to carry out comparison studies with other methods, synthetic data sets are critical. Therefore, appropriate sequence generators were also developed to simulate the evolution of serially-sampled recombinant viruses, new and more through evaluation criteria for recombination detection methods were established, and three major comparison studies were performed. The newly developed tools were also applied to "real" HIV-1 sequence data and it was shown that the results represented within an evolutionary network structure can be interpreted in biologically meaningful ways. ^