Learning Models of Gene Expression from Synthetic DNA Sequences

Thesis (Ph.D.)--University of Washington, 2016-06

Representational difference analysis:Critical appraisal and method development for the identification of unique DNA sequences from prokaryotes

Representational difference analysis (RDA) has great potential for preferential amplification of unique but uncharacterised DNA sequences present in one source such as a whole genome, but absent from a related genome or other complex population of sequences. While a few examples of its successful exploitation have been published, the method has not been well dissected and robust, detailed published protocols are lacking. Here we examine the method in detail, suggest improvements and provide a protocol that has yielded key unique sequences from a pathogenic bacterial genome. © 2003 Elsevier Science B.V. All rights reserved.

(Table 1) Individual codes, haplotype codes, GenBank accession numbers for DNA sequences and sample locality of the analysed Betamorpha fusiformis specimens from the ANDEEP III expedition

Based on our current knowledge about population genetics, phylogeography and speciation, we begin to understand that the deep sea harbours more species than suggested in the past. Deep-sea soft-sediment environment in particular hosts a diverse and highly endemic invertebrate fauna. Very little is known about evolutionary processes that generate this remarkable species richness, the genetic variability and spatial distribution of deep-sea animals. In this study, phylogeographic patterns and the genetic variability among eight populations of the abundant and widespread deep-sea isopod morphospecies Betamorpha fusiformis [Barnard, K.H., 1920. Contributions to the crustacean fauna of South Africa. 6. Further additions to the list of marine isopods. Annals of the South African Museum 17, 319-438] were examined. A fragment of the mitochondrial 16S rRNA gene of 50 specimens and the complete nuclear 18S rRNA gene of 7 specimens were sequenced. The molecular data reveal high levels of genetic variability of both genes between populations, giving evidence for distinct monophyletic groups of haplotypes with average p-distances ranging from 0.0470 to 0.1440 (d-distances: 0.0592-0.2850) of the 16S rDNA, and 18S rDNA p-distances ranging between 0.0032 and 0.0174 (d-distances: 0.0033-0.0195). Intermediate values are absent. Our results show that widely distributed benthic deep-sea organisms of a homogeneous phenotype can be differentiated into genetically highly divergent populations. Sympatry of some genotypes indicates the existence of cryptic speciation. Flocks of closely related but genetically distinct species probably exist in other widespread benthic deep-sea asellotes and other Peracarida. Based on existing data we hypothesize that many widespread morphospecies are complexes of cryptic biological species (patchwork hypothesis).

Identification of novel SINEs from Cyprinidae and their evolutionary significance

Short interspersed nuclear elements (SINEs) are widespread among eukaryotic genomes. They are repetitive DNA sequences that have been amplified by retrotransposition. In this study, a class of SINEs were isolated from the Opsariichthys bidens genome, and named Opsar. Sequence analysis confirmed that Opsar is a new class of typical SINEs derived from tRNA molecules. With the tRNA-derived region of Opsar and through BLASTN search, we further identified Zb-SINEs from the zebrafish genome, which includes two groups: Zb-SINE-A and Zb-SINE-B. The Zb-SINE-A group comprises subfamilies of -Al--A5, and the Zb-SINE-B group is a dimer of the tRNA(Ala)-derived region and shares a similar dimeric composition to Alu. Zb-SINEs are composed of three distinct regions: a 5 end tRNA-derived region, a tRNA-unrelated region and a 3 end AT-rich region. The flanking regions are AT rich. The average length of Zb-SINEs elements is about 340 6p. Zb-SINEs account for as much as 0.1% of the whole zebrafish genome. About 70% of the Zb-SINEs are on chromosomes 11, 18, and 19. These Zb-SINEs were characterized by PCR and dot hybridization. The distribution pattern of Zb-SINEs in genome strongly supports the master genes model. The tRNA-derived regions of Opsar and Zb-SINEs were compared with the tRNA(Ala) gene, and they showed 76% similarity, indicating that Opsar and Zb-SINEs originated from an inactive tRNA(Ala) sequence or a tRNA(Ala)-like sequence. In view of the evolutionary status of zebrafish in the Cyprinidae, we deduced that Zb-SINEs were a very old class of interspersed sequences.

Cloning of actin genes from a genomic library of the newt, Notophthalmus viridescens

The regenerating urodele limb is a useful model system in which to study, in vivo, the controls of cell proliferation and differentiation. Techniques are available which enable one to experimentally manipulate mitogenic influences upon the blastema, as well the morphogenesis of the regenerating 11mb. Although classical regeneration studies have generated a wealth of knowledge concerning tissue interactions, little 1s known about the process at the level of gene expression. The aim of this project was to clone potentially developmentally regulated genes from a newt genomic library for use in future studies of gene expression during limb regeneration. We decided to clone the cytoskeletal actin gene for the following reasons: 1. its expression reflects the proliferative and differentiatlve states of cells in other systems 2. the high copy number of cytoplasmic actin pseudogenes in other vertebrates and the high degree of evolutionary sequence conservation among actin genes increased the chance of cloning one of the newt cytoplasmic actin genes. 3. Preliminary experiments indicated that a newt actin could probably be identified using an available chick ~-actln gene for a molecular probe. Two independent recombinant phage clones, containing actin homologous inserts, were isolated from a newt genomic library by hybridization with the chick actin probe. Restriction mapping identified actin homologous sequences within the newt DNA inserts which were subcloned into the plasmid pTZ19R. The recombinant plasmids were transformed into the Escherichia coli strain, DHsa. Detailed restriction maps were produced of the 5.7Kb and 3.1Kb newt DNA inserts in the plasmids, designated pTNAl and pTNA2. The short «1.3 Kb) length of the actin homologous sequence in pTNA2 indicated that it was possibly a reverse transcript pseudogene. Problems associated with molecular cloning of DNA sequences from N. viridescens are discussed with respect to the large genome size and abundant highly repetitive DNA sequences.

Étude du polymorphisme du gène majeur d’histocompatibilité de classe IIb (MHIIb) chez l’omble de fontaine (Salvelinus fontinalis)

Les molécules classiques du complexe majeur d’histocompatibilité de classe II (CMHII) sont des glycoprotéines de surface spécialisées dans la présentation de peptides, principalement dérivés de pathogènes extracellulaires, aux récepteurs des lymphocytes T CD4+ afin d’initier la réponse immunitaire adaptative. Elles sont encodées, avec celles du CMH de classe I, par les gènes les plus polymorphiques identifiés jusqu’à maintenant, avec plusieurs loci et une grande diversité allélique à chacun d’eux. De plus, le polymorphisme des gènes du CMHII n’est pas limité qu’aux séquences codantes. Il est également observé dans les promoteurs où on a démontré ses effets sur le niveau d’expression des gènes. La variation de la régulation d’un gène est considérée comme un facteur important et pour laquelle des modifications morphologiques, physiologiques et comportementales sont observées chez tous les organismes. Des séquences d’ADN répétées impliquées dans cette régulation ont été identifiées dans les régions non-codantes des génomes. D’un autre côté, la sélection par les pathogènes permettrait l’évolution et le maintien du polymorphisme des gènes du CMH chez les vertébrés. À ce sujet, plusieurs études ont montré l’implication de différents allèles du CMH dans la résistance ou la susceptibilité aux maladies. Cette étude avait pour objectifs de caractériser le polymorphisme du gène MHIIb chez l’omble de fontaine (Salvelinus fontinalis) et de documenter ses effets au niveau de la survie conférée par des allèles et/ou génotypes particuliers lors d’une infection, ainsi que sur la variation du niveau d’expression du gène dans différentes conditions. Dans une première partie, nous avons identifié un total de 6 allèles du gène MHIIb, désignés Safo-DAB*0101 à Safo-DAB*0601, qui montrent une grande similarité avec les séquences codantes provenant de poissons téléostéens et de l’humain. L’analyse des séquences du domaine b1 a permis de détecter l’effet d’une pression sélective positive pour maintenir le polymorphisme dans cette région de la molécule. Quatre de ces allèles ont été testés lors d’une expérience d’infection avec le pathogène Aeromonas salmonicida afin d’évaluer l’effet qu’ils pouvaient avoir sur la survie des poissons. Nous avons trouvé que l’allèle DAB*0101 était significativement associé à la résistance à la furonculose. En plus d’avoir été identifié chez les individus homozygotes pour cet allèle, l’effet a également été remarqué au niveau de la survie les poissons de génotype DAB*0101/*0201. À l’opposé, les facteurs de risque élevé obtenus pour les génotypes DAB*0201/*0301 et DAB*0301/*0401 suggèrent plutôt une association à la susceptibilité. Étant donné la faible fréquence à laquelle l’allèle DAB*0101 a été retrouvé dans la population, le modèle de la sélection dépendante de la fréquence pourrait expliquer l’avantage conféré par ce dernier et souligne l’importance de ce mécanisme pour le maintien du polymorphisme du gène MHIIb chez l’omble de fontaine. Dans une seconde partie, nous avons rapporté la présence d’un minisatellite polymorphique formé d’un motif de 32 nucléotides dans le second intron du gène MHIIb, et pour lequel un nombre exclusif de répétitions du motif a été associé à chaque allèle (69, 27, 20, 40, 19 et 25 répétitions pour les allèles DAB*0101 à DAB*0601 respectivement). L’expression relative de quatre allèles a été évaluée dans des poissons hétérozygotes aux températures de 6 ºC et 18 ºC. Les résultats indiquent que les allèles possédant un long minisatellite montrent une réduction de l’expression du gène d’un facteur 1,67 à 2,56 par rapport aux allèles qui en contiennent un court. De même, des allèles qui incluent des minisatellites de tailles similaires n’affichent pas de différence significative au niveau de l’abondance du transcrit aux deux températures. De plus, l’effet répressif associé aux longs minisatellites est amplifié à la température de 18 ºC dans des poissons de trois génotypes différents. Nous avons finalement observé une augmentation significative par un facteur 2,08 de l’expression totale du gène MHIIb à la température de 6 ºC. Ces résultats appuient l’implication des séquences d’ADN répétées dans la régulation de l’activité transcriptionnelle d’un gène et suggèrent qu’un minisatellite sensible aux différences de températures pourrait être soumis aux forces sélectives et jouer un rôle important dans l’expression de gènes et l’évolution des organismes poïkilothermes.

Exploring TERRA (TElomeric Repeat-containing RNA) Expression and Regulation During Cell Growth in Saccharomyces cerevisiae

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Genomic and genetic analyses of diversity and plant interactions of Pseudomonas fluorescens

Background: Pseudomonas fluorescens are common soil bacteria that can improve plant health through nutrient cycling, pathogen antagonism and induction of plant defenses. The genome sequences of strains SBW25 and Pf0-1 were determined and compared to each other and with P. fluorescens Pf-5. A functional genomic in vivo expression technology (IVET) screen provided insight into genes used by P. fluorescens in its natural environment and an improved understanding of the ecological significance of diversity within this species. Results: Comparisons of three P. fluorescens genomes (SBW25, Pf0-1, Pf-5) revealed considerable divergence: 61% of genes are shared, the majority located near the replication origin. Phylogenetic and average amino acid identity analyses showed a low overall relationship. A functional screen of SBW25 defined 125 plant-induced genes including a range of functions specific to the plant environment. Orthologues of 83 of these exist in Pf0-1 and Pf-5, with 73 shared by both strains. The P. fluorescens genomes carry numerous complex repetitive DNA sequences, some resembling Miniature Inverted-repeat Transposable Elements (MITEs). In SBW25, repeat density and distribution revealed 'repeat deserts' lacking repeats, covering approximately 40% of the genome. Conclusions: P. fluorescens genomes are highly diverse. Strain-specific regions around the replication terminus suggest genome compartmentalization. The genomic heterogeneity among the three strains is reminiscent of a species complex rather than a single species. That 42% of plant-inducible genes were not shared by all strains reinforces this conclusion and shows that ecological success requires specialized and core functions. The diversity also indicates the significant size of genetic information within the Pseudomonas pan genome.

The impact of genome defense on mobile elements in Microbotryum

Repeat induced point mutation (RIP), a mechanism causing hypermutation of repetitive DNA sequences in fungi, has been described as a ‘genome defense’ which functions to inactivate mobile elements and inhibit their deleterious effects on genome stability. Here we address the interactions between RIP and transposable elements in the Microbotryum violaceum species complex. Ten strains of M. violaceum, most of which belong to different species of the fungus, were all found to contain intragenomic populations of copia-like retrotransposons. Intragenomic DNA sequence variation among the copia-like elements was analyzed for evidence of RIP. Among species with RIP, there was no significant correlation between the frequency of RIP-induced mutations and inferred transposition rate based on diversity. Two strains of M. violaceum, from two different plant species but belonging to the same fungal lineage, contained copia-like elements with very low diversity, as would result from a high transposition rate, and these were also unique in showing no evidence of the hypermutation patterns indicative of the RIP genome defense. In this species, evidence of RIP was also absent from a Class II helitron-like transposable element. However, unexpectedly the absolute repetitive element load was lower than in other strains.

Heterochromatin, Sex Chromosomes and rRNA Gene Clusters in Coprophanaeus Beetles (Coleoptera, Scarabaeidae)

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Karyotypic conservatism in five species of Prochilodus (Characiformes, Prochilodontidae) disclosed by cytogenetic markers

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Karyotypic and morphological divergence between two cryptic species of Eigenmannia in the Amazon basin with a new occurrence of XX/XY sex chromosomes (Gymnotiformes: Sternopygidae)

Espécies de Eigenmannia estão amplamente distribuídas na região Neotropical, com oito espécies válidas atualmente reconhecidas. Populações de Eigenmannia de três localidades do leste da Amazônia foram investigadas usando técnicas citogenéticas e morfológicas, revelando dois táxons designados aqui comoEigenmannia sp. "A" e Eigenmannia sp. "B". As espécies diferem em três caracteres morfométricos, dois merísticos e um osteológico. Eigenmannia sp. "A" apresenta 2n = 34 (22 m/sm+12st/a) e Eigenmannia sp. "B" apresenta 2n = 38 (14 m/sm+24st/a) e cromossomos sexuais de diferenciação simples, do tipo XX/XY. Em ambas espécies a Heterocromatina Constitutiva (HC) rica em bases A-T está distribuída na região centromérica de todos os cromossomos. Eigenmannia sp. "B" também apresenta blocos de HC na região intersticial dos pares cromossômicos 8, 9 e X que coraram positivamente para CMA₃, indicando regiões ricas em G-C. A NOR está localizada no braço curto do par 17 em Eigenmannia sp. "A" e no braço curto do par 14 em Eigenmannia sp. "B". FISH com sondas de rDNA hibridizaram em regiões de tamanhos diferentes entre os homólogos, sugerindo heteromorfismo. A diferenciação do cromossomo X em Eigenmannia sp. "B" pode ser o resultado de amplificação de sequências repetitivas de DNA.

Origens dos cromossomos B em espécies de Characidium (Characiformes, Crenuchidae) baseada em pintura cromossômica, sequências de rDNA e histonas

Pós-graduação em Ciências Biológicas (Genética) - IBB