ARIC Publications
Filters: Keyword is Models, Genetic [Clear All Filters]
A variational Bayes discrete mixture test for rare variant association." Genet Epidemiol. 2014;38(1):21-30.
"Use of wrapper algorithms coupled with a random forests classifier for variable selection in large-scale genomic association studies." J Comput Biol. 2009;16(12):1705-18.
"The use of phenome-wide association studies (PheWAS) for exploration of novel genotype-phenotype relationships and pleiotropy discovery." Genet Epidemiol. 2011;35(5):410-22.
"USAT: A Unified Score-Based Association Test for Multiple Phenotype-Genotype Analysis." Genet Epidemiol. 2016;40(1):20-34.
"Sequence Kernel Association Test of Multiple Continuous Phenotypes." Genet Epidemiol. 2016;40(2):91-100.
"Sequence Kernel Association Analysis of Rare Variant Set Based on the Marginal Regression Model for Binary Traits." Genet Epidemiol. 2015;39(6):399-405.
"On Robust Association Testing for Quantitative Traits and Rare Variants." G3 (Bethesda). 2016;6(12):3941-3950.
"A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape." Nat Commun. 2016;7:13357.
"Pathway analysis with next-generation sequencing data." Eur J Hum Genet. 2015;23(4):507-15.
"Pathogenic variants for Mendelian and complex traits in exomes of 6,517 European and African Americans: implications for the return of incidental results." Am J Hum Genet. 2014;95(2):183-93.
"New loci associated with kidney function and chronic kidney disease." Nat Genet. 2010;42(5):376-84.
"New Algorithm and Software (BNOmics) for Inferring and Visualizing Bayesian Networks from Heterogeneous Big Biological and Genetic Data." J Comput Biol. 2017;24(4):340-356.
"Multiethnic genome-wide association study of cerebral white matter hyperintensities on MRI." Circ Cardiovasc Genet. 2015;8(2):398-409.
"Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes." Nat Genet. 2018;50(4):524-537.
"Meta-analysis of gene-level associations for rare variants based on single-variant statistics." Am J Hum Genet. 2013;93(2):236-48.
"Large-scale genomic analyses link reproductive aging to hypothalamic signaling, breast cancer susceptibility and BRCA1-mediated DNA repair." Nat Genet. 2015;47(11):1294-1303.
"Genome-wide meta-analysis of common variant differences between men and women." Hum Mol Genet. 2012;21(21):4805-15.
"Genome-wide interaction with the insulin secretion locus MTNR1B reveals CMIP as a novel type 2 diabetes susceptibility gene in African Americans." Genet Epidemiol. 2018;42(6):559-570.
"Genome-wide association study identifies GPC5 as a novel genetic locus protective against sudden cardiac arrest." PLoS One. 2010;5(3):e9879.
"A genetic risk score based on direct associations with coronary heart disease improves coronary heart disease risk prediction in the Atherosclerosis Risk in Communities (ARIC), but not in the Rotterdam and Framingham Offspring, Studies." Atherosclerosis. 2012;223(2):421-6.
"Genetic loci for retinal arteriolar microcirculation." PLoS One. 2013;8(6):e65804.
"Generalized estimating equations for genome-wide association studies using longitudinal phenotype data." Stat Med. 2015;34(1):118-30.
"A general framework for integrative analysis of incomplete multiomics data." Genet Epidemiol. 2020;44(7):646-664.
"Gene-based tests of association." PLoS Genet. 2011;7(7):e1002177.
"FLAGS: A Flexible and Adaptive Association Test for Gene Sets Using Summary Statistics." Genetics. 2016;202(3):919-29.
"Fast and Accurate Genome-Wide Association Test of Multiple Quantitative Traits." Comput Math Methods Med. 2018;2018:2564531.
"Epigenetic Age and the Risk of Incident Atrial Fibrillation." Circulation. 2021;144(24):1899-1911.
"Efficient Variant Set Mixed Model Association Tests for Continuous and Binary Traits in Large-Scale Whole-Genome Sequencing Studies." Am J Hum Genet. 2019;104(2):260-274.
"On Efficient and Accurate Calculation of Significance P-Values for Sequence Kernel Association Testing of Variant Set." Ann Hum Genet. 2016;80(2):123-35.
"Dynamic Scan Procedure for Detecting Rare-Variant Association Regions in Whole-Genome Sequencing Studies." Am J Hum Genet. 2019;104(5):802-814.
"Dynamic incorporation of multiple in silico functional annotations empowers rare variant association analysis of large whole-genome sequencing studies at scale." Nat Genet. 2020;52(9):969-983.
"Deep-coverage whole genome sequences and blood lipids among 16,324 individuals." Nat Commun. 2018;9(1):3391.
"A Bayesian Partitioning Model for the Detection of Multilocus Effects in Case-Control Studies." Hum Hered. 2015;79(2):69-79.
"ACAT: A Fast and Powerful p Value Combination Method for Rare-Variant Analysis in Sequencing Studies." Am J Hum Genet. 2019;104(3):410-421.
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