As a primary factor in human evolution, natural selection is an important component of genetic research. Studies of lactase persistence suggest that positive selection has played a powerful role in the adaptation to a lifelong consumption of fresh milk. Using multiple research studies of lactase persistence and suspected corresponding single nucleotide genetic polymorphisms, this study combines data sources to determine whether evidence exists for natural selection of a specific cytosine-to-thymine genetic mutation located 13,910 base pairs (T-13910) upstream from the lactase gene. This polymorphism has potential to be a causal element for lactase persistence, and data suggest that natural selection has played a role in the rising frequency and distribution of this allele, if only in some regions. European and neighboring regions appear to have the highest frequencies with little or no frequency in Asia, Africa and Indonesia; however the presence of lactase persistence in those areas suggests convergent evolution may be occurring on a phenotypic level. To examine this possibility several other identified polymorphisms in the same region as the T-13910 will be included in this study

Holistic and growth stage-specific screening is needed for identifying tolerant genotypes and for formulating strategies to mitigate the negative effects of abiotic stresses on crops. The objectives of this study were to characterize the genetic variability of 100 rice lines for early-season vigor, growth and physiological plasticity, and drought and temperature tolerance. Five studies were conducted to accomplish these objectives. In study 1 and 2, 100 rice genotypes consisting of several cultivars and experimental breeding lines were characterized for early-season vigor using several shoot and root morphological, physiological, and yield related traits. In study 3, low- and high-temperature tolerance assessed on select rice cultivars/hybrids during early-season. In study 4, genotypic variability in response to drought stress tolerance using morpo-physiological traits including roots was assessed under pot-culture conditions in a mini-greenhouse conditions. In study 5, the 100 rice genotypes were used to identify and validate SNP markers, and genome-wide association study (GWAS) to generate genotypic and phenotypic data with the objective of identifying new genetic loci controlling drought stress traits. Significant variability was recorded among rice genotypes and treatments for many traits measured. Early-season cumulative vigor response indices (CVRI) developed by summing individual responses indices for each trait varied among the rice genotypes, 21.36 (RU1404196) to 36.17 (N-22). Based on means and standard deviation of the CVRI, rice genotypes were classified as low- (43) and moderately low- (33), high- (16), and very high-vigor (5) groups. Total low-temperature response index values ranged from 18.48 to 23.15 whereas total high-temperature responses index values ranged from 42.01 to 48.82. Antonio, CLXL 745, and Mermentau were identified as sensitive to cold- and heat, and XL 753 was highly cold and heat tolerant genotypes tested. A cumulative drought stress response index (CDSRI) values varied between 14.7 (CHENIERE) and 27.9 (RU1402174) among the genotypes tested. This preliminary analysis of GWA indicated that substantial phenotypic and genotypic diversity exists in the 100 rice genotypes, despite their narrow genetic pool. The stress tolerant and high vigor rice genotypes will be valuable for rice breeders for developing new genotypes best suited under growing environments prone to early-season drought and temperature.

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This thesis presents a new ant-optimized biclustering technique known as SNAP biclustering, which runs faster and produces results of superior quality to previous techniques. Biclustering techniques have been designed to compensate for the weaknesses of classical clustering algorithms by allowing cluster overlap, and allowing vectors to be grouped for a subset of their defined features. These techniques have performed well in many problem domains, particularly DNA microarray analysis and collaborative filtering. A motivation for this work has been the biclustering technique known as bicACO, which was the first to use ant colony optimization. As bicACO is time intensive, much emphasis was placed on decreasing SNAP's runtime. The superior speed and biclustering results of SNAP are due to its improved initialization and solution construction procedures. In experimental studies involving the Yeast Cell Cycle DNA microarray dataset and the MovieLens collaborative filtering dataset, SNAP has run at least 22 times faster than bicACO while generating superior results. Thus, SNAP is an effective choice of technique for microarray analysis and collaborative filtering applications. / Master of Science

This study explores the use of coding-region, forensically-relevant single nucleotide polymorphisms (SNPs) from RNA sequencing data. SNPs present distinct advantages over short tandem repeat (STR) typing, particularly in niche scenarios, such as in samples with low-quantity DNA templates or in degraded samples with substantially fragmented DNA. While RNA is susceptible to rapid ex-vivo degradation, mRNA has demonstrated unexpected stability in dried body fluid stains, contingent upon the storage conditions. This paper presents a pipeline designed to identify forensically relevant coding region single nucleotide polymorphisms (cSNPs) from RNA-seq data. The forensically relevant cSNPs utilized in this study were sourced from a previously published paper that identified a panel of 35 body fluid-specific cSNPs. Our pipeline demonstrated effectiveness in identifying forensically relevant cSNPs across various tissue categories. However, the final analysis raises concerns about the overall specificity of this panel of cSNPs and issues with cross-reactivity for different body fluids. Overall, this study contributes to the advancement of forensic genetics by providing a robust and standardized pipeline for identifying cSNPs from RNA-seq data. While further evaluation and optimization are necessary, the demonstrated efficacy of this pipeline holds promise for enhancing genetic profiling in forensic contexts.

Since the late 1990s, common carp and koi production enterprises around the world have suffered enormous losses due to a viral disease caused by cyprinid herpesvirus-3 (CyHV-3). Genetic variation in resistance to CyHV-3 infection was observed in different common carp strains, indicating that disease resistance can be improved by selective breeding. Marker-assisted selection is a breeding strategy that can accelerate genetic gain; however, this approach requires genetic markers and a genetic linkage map. To develop molecular tools for breeding CyHV-3-resistant aquaculture stock, several candidate genes for antiviral innate immune response from common carp were isolated, and single nucleotide polymorphisms (SNPs) were identified. SNP markers for common carp immune response genes were developed for testing their linkage to disease resistance and for generating a genetic linkage map. Common carp immune response genes were isolated using degenerate primers developed from conserved peptide regions among other fish species for polymerase chain reaction (PCR) amplification. The amplified products were cloned and sequenced. Gene-specific primers were designed based on the isolated carp gene sequences to amplify gene fragments from genomic DNA of three carp strains and koi. The amplified products were cloned and sequenced to identify SNPs. For the genes that are duplicated, locus-specific primers were used for PCR amplification. SNPs were identified in several genes, including TLR2, TLR3a, TLR3b, TLR4a, TLR4b, TLR7a, TLR7b, TLR9, TLR21, TLR22, MyD88a, MyD88b, TRAF6a, TRAF6b, type I IFN, IL-1β, IL10a and IL10b. Putative SNPs were genotyped in a SNP discovery panel consisting of different common carp strains and koi to evaluate their allele frequencies and in a full-sib family to validate their segregation patterns using the SNaPshot method. Validated SNPs were used to genotype a mapping family. Twenty-three SNPs (19 exonic and 4 intronic SNPs) were informative in a mapping family. Among these genes, polymorphisms in IL10a suggested a possible association with resistant and susceptible phenotypes of CyHV-3-challenged fish. These SNPs will be analyzed with a set of approximately 300 microsatellites to generate a second-generation genetic map and to identify quantitative trait loci (QTLs) affecting resistance to CyHV-3. Among the common carp genes that were isolated and sequenced, TLR9 is known for its ability to detect viral DNA and requires adaptor molecules MyD88 and TRAF6 for signal transduction. Therefore TLR9, MyD88 and TRAF6 may be important candidate genes for mediating host antiviral response to CyHV-3. To elucidate possible functions of these genes, full-length cDNAs of common carp TLR9, MyD88 and TRAF6 were isolated and tissue-specific mRNA expression was determined. cDNA sequences of MyD88 and TRAF6 revealed that these genes are duplicated. These findings were the first report of MyD88 and TRAF6 duplications in a vertebrate. Protein domain characterization demonstrated that structural characteristics of these genes are conserved and resemble those of other vertebrates, indicating that common carp TLR9, MyD88 and TRAF6 genes may have identical functions with their mammalian orthologs. The mRNA expression of TLR9, MyD88a and b, and TRAF6a and b varied among tissues. Differential expression of the MyD88 and TRAF6 paralogous transcripts were observed in muscle tissues, suggesting that one paralog has evolved and attained a non-immune function. This genomic information will facilitate further research to better understand the ligand specificity of TLR9 and the role of TLR9, MyD88 and TRAF6 in the common carp immune response. / Ph. D.