Association analyses based on false discovery rate implicate new loci for coronary artery disease.
Christopher P NelsonAnuj GoelAdam S ButterworthStavroula KanoniTom R WebbEirini MarouliLingyao ZengIoanna NtallaFlorence Y LaiJemma C HopewellOlga GiannakopoulouTao JiangStephen E HambyEmanuele Di AngelantonioThemistocles L AssimesErwin P BottingerJohn C ChambersRobert ClarkeColin Neil Alexander PalmerRichard M CubbonPatrick T EllinorRaili ErmelEvangelos EvangelouPaul W FranksChristopher GraceDongfeng GuAroon D HingoraniJoanna M M HowsonErik IngelssonAdnan KastratiThorsten KesslerTheodosios KyriakouTerho LehtimäkiXiangfeng LuYingchang LuWinfried MärzRuth McPhersonAndres MetspaluMar Pujades-RodriguezArno RuusaleppEric E SchadtAmand F SchmidtMichael J SweetingPierre A ZallouaKamal AlGhalayiniBernard D KeavneyJaspal S KoonerRuth J F LoosRiyaz S PatelMartin K RutterMaciej TomaszewskiJoanna TzoulakiEleftheria ZegginiJeanette ErdmannGeorge DedoussisJohan L M Björkegrennull nullnull nullnull nullHeribert SchunkertMartin FarrallJohn DaneshNilesh J SamaniHugh WatkinsPanagiotis DeloukasPublished in: Nature genetics (2017)
Genome-wide association studies (GWAS) in coronary artery disease (CAD) had identified 66 loci at 'genome-wide significance' (P < 5 × 10-8) at the time of this analysis, but a much larger number of putative loci at a false discovery rate (FDR) of 5% (refs. 1,2,3,4). Here we leverage an interim release of UK Biobank (UKBB) data to evaluate the validity of the FDR approach. We tested a CAD phenotype inclusive of angina (SOFT; ncases = 10,801) as well as a stricter definition without angina (HARD; ncases = 6,482) and selected cases with the former phenotype to conduct a meta-analysis using the two most recent CAD GWAS. This approach identified 13 new loci at genome-wide significance, 12 of which were on our previous list of loci meeting the 5% FDR threshold, thus providing strong support that the remaining loci identified by FDR represent genuine signals. The 304 independent variants associated at 5% FDR in this study explain 21.2% of CAD heritability and identify 243 loci that implicate pathways in blood vessel morphogenesis as well as lipid metabolism, nitric oxide signaling and inflammation.
Keyphrases
- genome wide
- coronary artery disease
- genome wide association
- genome wide association study
- dna methylation
- copy number
- percutaneous coronary intervention
- cardiovascular events
- nitric oxide
- coronary artery bypass grafting
- oxidative stress
- gene expression
- high throughput
- cardiovascular disease
- heart failure
- machine learning
- hydrogen peroxide
- cross sectional
- ejection fraction
- left ventricular
- nitric oxide synthase