GPA: A Statistical Approach to Prioritizing GWAS Results by Integrating Pleiotropy and Annotation
Chung D, Yang C, Li C, Gelernter J, Zhao H. GPA: A Statistical Approach to Prioritizing GWAS Results by Integrating Pleiotropy and Annotation. PLOS Genetics 2014, 10: e1004787. PMID: 25393678, PMCID: PMC4230845, DOI: 10.1371/journal.pgen.1004787.Peer-Reviewed Original ResearchConceptsGenome-wide association studiesFunctional annotationGWAS datasetsAnnotation informationStatistical approachMultiple GWAS datasetsGenome-wide markersPowerful statistical methodsSingle-phenotype analysisCentral nervous system genesRisk variantsNervous system genesGenotype-Tissue Expression (GTEx) databaseComplex diseasesGWAS data setsSignificant pleiotropic effectsCommon risk basisDifferent complex diseasesDNase-seq dataCell linesStatistical inferenceGenetic architectureGWAS hitsGWAS resultsNovel statistical approachNovel QTL at chromosome 6p22 for alcohol consumption: Implications for the genetic liability of alcohol use disorders
Kos MZ, Glahn DC, Carless MA, Olvera R, McKay DR, Quillen EE, Gelernter J, Chen X, Deng H, Kent JW, Dyer TD, Göring HH, Curran JE, Duggirala R, Blangero J, Almasy L. Novel QTL at chromosome 6p22 for alcohol consumption: Implications for the genetic liability of alcohol use disorders. American Journal Of Medical Genetics Part B Neuropsychiatric Genetics 2014, 165: 294-302. PMID: 24692236, PMCID: PMC4172449, DOI: 10.1002/ajmg.b.32231.Peer-Reviewed Original ResearchConceptsSan Antonio Family StudyGenome-wide SNPsSignificant SNP associationsSignificant pleiotropic effectsCompelling candidate genesStrong genetic correlationPotential risk locusNovel QTLChromosome 6p22.3Significant QTLGene actionChromosome regionsChromosome 4Heritable phenotypesCandidate genesRisk lociLinkage signalChromosome 6p22QTLSNP associationsLinkage regionGenetic correlationsSusceptibility genesPleiotropic effectsGenes