Loci discovered by genome-wide association studies predominantly map outside protein-coding genes. The interpretation of the functional consequences of non-coding variants can be greatly enhanced by catalogs of regulatory genomic regions in cell lines and primary tissues. However, robust and readily applicable methods are still lacking by which to systematically evaluate the contribution of these regions to genetic variation implicated in diseases or quantitative traits. Here we propose a novel approach that leverages genome-wide association studies' findings with regulatory or functional annotations to classify features relevant to a phenotype of interest. Within our framework, we account for major sources of confounding not offered by cur...
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Comp...
The recent advances in genomic technologies, have made it possible to collect large-scale informatio...
Genome-wide association studies (GWAS) have linked various complex diseases to many dozens, sometime...
Loci discovered by genome-wide association studies predominantly map outside protein-coding genes. T...
Annotations of gene structures and regulatory elements can inform genome-wide association studies (G...
BACKGROUND: Genetic association studies are conducted to discover genetic loci that contribute to an...
Gene-based association tests aggregate genotypes across multiple variants for each gene, providing a...
Abstract Background Genome–phenome studies have identified thousands of variants that are statistica...
The main challenge for gaining biological insights from genetic associations is identifying which ge...
A genome wide association study (GWAS) typically results in a few highly significant 'hits' and a mu...
The main challenge for gaining biological insights from genetic associations is identifying which ge...
Functional genomics data has the potential to increase GWAS power by identifying SNPs that have a hi...
A genome wide association study (GWAS) typically results in a few highly significant ‘hits ’ and a m...
A genome wide association study (GWAS) typically results in a few highly significant 'hits' and a mu...
Motivation: The majority of variation identified by genome wide association studies falls in non-cod...
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Comp...
The recent advances in genomic technologies, have made it possible to collect large-scale informatio...
Genome-wide association studies (GWAS) have linked various complex diseases to many dozens, sometime...
Loci discovered by genome-wide association studies predominantly map outside protein-coding genes. T...
Annotations of gene structures and regulatory elements can inform genome-wide association studies (G...
BACKGROUND: Genetic association studies are conducted to discover genetic loci that contribute to an...
Gene-based association tests aggregate genotypes across multiple variants for each gene, providing a...
Abstract Background Genome–phenome studies have identified thousands of variants that are statistica...
The main challenge for gaining biological insights from genetic associations is identifying which ge...
A genome wide association study (GWAS) typically results in a few highly significant 'hits' and a mu...
The main challenge for gaining biological insights from genetic associations is identifying which ge...
Functional genomics data has the potential to increase GWAS power by identifying SNPs that have a hi...
A genome wide association study (GWAS) typically results in a few highly significant ‘hits ’ and a m...
A genome wide association study (GWAS) typically results in a few highly significant 'hits' and a mu...
Motivation: The majority of variation identified by genome wide association studies falls in non-cod...
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Comp...
The recent advances in genomic technologies, have made it possible to collect large-scale informatio...
Genome-wide association studies (GWAS) have linked various complex diseases to many dozens, sometime...