Clinical Pharmacology & Therapeutics · 2019 · 40 citations · 31 references
Life SciencesGeneticsMolecular GeneticsMedical GeneticsPharmacogeneticsPharmacogenomicsExpression Quantitative Trait Loci AnalysisGenome-wide Association StudiesQuantitative Trait AnalysisQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingCis Expression Quantitative Trait LociDisease RiskDrug Response PhenotypesDrug Response VariabilityExpression Quantitative Trait LociExpression Quantitative Trait Loci MappingMicroarray AnalysisQuantitative Trait Loci (Qtl) Mapping
Expression quantitative trait locus (eQTL) studies in human liver are crucial for elucidating how genetic variation influences variability in disease risk and therapeutic outcomes and may help guide strategies to obtain maximal efficacy and safety of clinical interventions. Associations between expression microarray and genome-wide genotype data from four human liver eQTL studies (n = 1,183) were analyzed. More than 2.3 million cis-eQTLs for 15,668 genes were identified. When eQTLs were filtered against a list of 1,496 drug response genes, 187,829 cis-eQTLs for 1,191 genes were identified. Additionally, 1,683 sex-biased cis-eQTLs were identified, as well as 49 and 73 cis-eQTLs that colocalized with genome-wide association study signals for blood metabolite or lipid levels, respectively. Translational relevance of these results is evidenced by linking DPYD eQTLs to differences in safety of chemotherapy, linking the sex-biased regulation of PCSK9 expression to anti-lipid therapy, and identifying the G-protein coupled receptor GPR180 as a novel drug target for hypertriglyceridemia.
31
Genetic effects on gene expression across human tissues
Matrix eQTL: ultra fast eQTL analysis via large matrix operations
Andrey A. Shabalin · Bioinformatics · 2012 · 1.9K citations · Full text
An atlas of genetic influences on human blood metabolites
So–Youn Shin, Eric B. Fauman, Ann-Kristin Petersen et al. · Nature Genetics · 2014 · 1.6K citations · Full text
Trait-Associated SNPs Are More Likely to Be eQTLs: Annotation to Enhance Discovery from GWAS
Dan L. Nicolae, Eric R. Gamazon, Wei Zhang et al. · PLoS Genetics · 2010 · 1.4K citations · Full text
Mapping the Genetic Architecture of Gene Expression in Human Liver
Eric E. Schadt, Cliona Molony, Eugene Chudin et al. · PLoS Biology · 2008 · 928 citations · Full text