Genome-wide study for circulating metabolites identifies 62 loci and reveals novel systemic effects of LPA.
Johannes KettunenAyşe DemirkanPeter WürtzHarmen H M DraismaToomas HallerRajesh RawalAnika VaarhorstAntti J KangasLeo-Pekka LyytikäinenMatti PirinenRené PoolAntti-Pekka SarinPasi SoininenTaru TukiainenQin WangMika TiainenTuulia TynkkynenNajaf AminTanja ZellerMarian BeekmanJoris DeelenKo Willems van DijkTõnu EskoJouke-Jan HottengaElisabeth M van LeeuwenTerho LehtimäkiEvelin MihailovRichard J RoseAnton J M de CraenChristian GiegerMika KähönenMarkus PerolaStefan BlankenbergMarkku J SavolainenAswin VerhoevenJorma ViikariGonneke WillemsenDorret I BoomsmaCornelia M van DuijnJohan ErikssonAntti JulaMarjo-Riitta JärvelinJaakko A KaprioAndres MetspaluOlli RaitakariVeikko SalomaaP Eline SlagboomMelanie WaldenbergerSamuli RipattiMika Ala-KorpelaPublished in: Nature communications (2016)
Genome-wide association studies have identified numerous loci linked with complex diseases, for which the molecular mechanisms remain largely unclear. Comprehensive molecular profiling of circulating metabolites captures highly heritable traits, which can help to uncover metabolic pathophysiology underlying established disease variants. We conduct an extended genome-wide association study of genetic influences on 123 circulating metabolic traits quantified by nuclear magnetic resonance metabolomics from up to 24,925 individuals and identify eight novel loci for amino acids, pyruvate and fatty acids. The LPA locus link with cardiovascular risk exemplifies how detailed metabolic profiling may inform underlying aetiology via extensive associations with very-low-density lipoprotein and triglyceride metabolism. Genetic fine mapping and Mendelian randomization uncover wide-spread causal effects of lipoprotein(a) on overall lipoprotein metabolism and we assess potential pleiotropic consequences of genetically elevated lipoprotein(a) on diverse morbidities via electronic health-care records. Our findings strengthen the argument for safe LPA-targeted intervention to reduce cardiovascular risk.
Keyphrases
- genome wide
- low density lipoprotein
- genome wide association study
- copy number
- dna methylation
- genome wide association
- magnetic resonance
- healthcare
- fatty acid
- randomized controlled trial
- ms ms
- single cell
- amino acid
- gene expression
- air pollution
- mass spectrometry
- magnetic resonance imaging
- cancer therapy
- risk assessment
- contrast enhanced
- single molecule
- human health