Genetics and Genomics Commons^™

Genetic Imputation: Accuracy To Application, Shelina Raynell Ramnarine

Arts & Sciences Electronic Theses and Dissertations

Genotype imputation, the process of inferring genotypes for untyped variants, is used to identify and refine genetic association findings. This body of work focuses on assessing imputation accuracy and uses imputed data to identify genetic contributors to mentholated cigarette preference.

Inaccuracies in imputed data can distort the observed association between variants and a disease. Many statistics are used to assess accuracy; some compare imputed to genotyped data and others are calculated without reference to true genotypes. Prior work has shown that the Imputation Quality Score (IQS), which is based on Cohens kappa statistic and compares imputed genotype probabilities to true …

A Quantitative Genetic Analysis Of Craniofacial Variation In Baboons, Jessica Lynn Joganic

Arts & Sciences Electronic Theses and Dissertations

This dissertation is an explication of baboon craniofacial variation and its genetic basis. Intraspecific variation is the result of input from and complex interactions among genetic information, functional demands, and developmental processes. The relative effect of each of these on craniofacial variation, as well as the degree of inter-trait covariance, determines whether traits can respond to selection and what that response might look like. Using a sample of pedigreed baboons, I quantify craniofacial variation to address specific questions regarding the distribution and magnitude of phenotypic, genetic, and environmental variation patterns. In addition, I identify regions of the genome containing genetic …

The Role Of Dnmt3a In Acute Myeloid Leukemia Pathogenesis, Christopher Browning Cole

Arts & Sciences Electronic Theses and Dissertations

Loss of function mutations in the DNA methyltransferase DNMT3A are highly recurrent in acute myeloid leukemia (AML). DNMT3A and the highly homologous gene DNMT3B encode the two methyltransferases that are primarily responsible for mediating de novo methylation of specific DNA sequences during cellular differentiation. DNMT3A mutations are mutually exclusive of several translocations that create oncogenic fusion genes (PML-RARA, RUNX1-RUNX1T1, CBFB-MYH11, and MLL-X), suggesting that these fusions may require functional DNMT3A to initiate leukemogenesis. Using bone marrow cells from a constitutive Dnmt3a null mouse, we show that loss of Dnmt3a caused a striking loss of DNA methylation throughout the genome of …

Refining Associations Between Targeted Genes And The Development Of Substance Use Disorders, Emily Olfson

Arts & Sciences Electronic Theses and Dissertations

Recent genome-wide association studies (GWAS) provide strong evidence for the contribution of a few specific genes to alcohol and nicotine dependence. Chapter 2 explores numerous previously identified candidate genes for alcohol dependence using a publicly available GWAS. I found that many candidate loci do not replicate, highlighting the utility of GWAS for focusing on disease associated genes. Chapters 3-5 dissect associations between three genome-wide significant genes and substance use disorders. Chapter 3 focuses on a functional variant in alcohol dehydrogenase (ADH) 1B. Through examining 1,550 adolescent drinkers in the Collaborative Study on the Genetics of Alcoholism (COGA), I extended adult …

Granulocyte-Colony Stimulating Factor Reprograms The Bone Marrow Microenvironment To Suppress B Lymphopoiesis, Ryan Brent Day

Arts & Sciences Electronic Theses and Dissertations

The production of hematopoietic cells in the bone marrow is tightly and dynamically regulated in response to environmental stimuli. In response to infection, the bone marrow increases granulopoiesis at the expense of lymphopoiesis. The mechanisms mediating this shift are poorly understood. We show that treatment with granulocyte-colony stimulating factor (G-CSF), which is often induced during infection, results in marked decline of B lymphocytes at multiple stages of bone marrow B cell development. Transgenic mouse models show that G-CSF acts in a non-cell intrinsic fashion through cells of the monocyte-macrophage lineage to suppress B lymphopoiesis by downregulating important B trophic factors …

Application Of Genomic Technologies To Study Infertility, Nicholas Rui Yuan Ho

Arts & Sciences Electronic Theses and Dissertations

An estimated one in eight couples in the United States are diagnosed with infertility. There is a significant genetic contribution to infertility, with estimates of heritability ranging from 0.2 to 0.5. We know surprisingly little about the genetic causes, with only slightly more than a hundred genes known to cause human infertility. I have been translating recent advances in genomics to study infertility in a more efficient manner, in order to improve our knowledge of the genetic causes. By using high throughput genomics and proteomics datasets from other groups, I was able to feed that into a machine learning algorithm …