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Analysis with the exome array identifies multiple new independent variants in lipid loci.


ABSTRACT: It has been hypothesized that low frequency (1-5% minor allele frequency (MAF)) and rare (<1% MAF) variants with large effect sizes may contribute to the missing heritability in complex traits. Here, we report an association analysis of lipid traits (total cholesterol, LDL-cholesterol, HDL-cholesterol triglycerides) in up to 27 312 individuals with a comprehensive set of low frequency coding variants (ExomeChip), combined with conditional analysis in the known lipid loci. No new locus reached genome-wide significance. However, we found a new lead variant in 26 known lipid association regions of which 16 were?>1000-fold more significant than the previous sentinel variant and not in close LD (six had MAF?<5%). Furthermore, conditional analysis revealed multiple independent signals (ranging from 1 to 5) in a third of the 98 lipid loci tested, including rare variants. Addition of our novel associations resulted in between 1.5- and 2.5-fold increase in the proportion of heritability explained for the different lipid traits. Our findings suggest that rare coding variants contribute to the genetic architecture of lipid traits.

SUBMITTER: Kanoni S 

PROVIDER: S-EPMC5291227 | biostudies-literature | 2016 Sep

REPOSITORIES: biostudies-literature

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Analysis with the exome array identifies multiple new independent variants in lipid loci.

Kanoni Stavroula S   Masca Nicholas G D NG   Stirrups Kathleen E KE   Varga Tibor V TV   Warren Helen R HR   Scott Robert A RA   Southam Lorraine L   Zhang Weihua W   Yaghootkar Hanieh H   Müller-Nurasyid Martina M   Couto Alves Alexessander A   Strawbridge Rona J RJ   Lataniotis Lazaros L   An Hashim Nikman N   Besse Céline C   Boland Anne A   Braund Peter S PS   Connell John M JM   Dominiczak Anna A   Farmaki Aliki-Eleni AE   Franks Stephen S   Grallert Harald H   Jansson Jan-Håkan JH   Karaleftheri Maria M   Keinänen-Kiukaanniemi Sirkka S   Matchan Angela A   Pasko Dorota D   Peters Annette A   Poulter Neil N   Rayner Nigel W NW   Renström Frida F   Rolandsson Olov O   Sabater-Lleal Maria M   Sennblad Bengt B   Sever Peter P   Shields Denis D   Silveira Angela A   Stanton Alice V AV   Strauch Konstantin K   Tomaszewski Maciej M   Tsafantakis Emmanouil E   Waldenberger Melanie M   Blakemore Alexandra I F AI   Dedoussis George G   Escher Stefan A SA   Kooner Jaspal S JS   McCarthy Mark I MI   Palmer Colin N A CN   Hamsten Anders A   Caulfield Mark J MJ   Frayling Timothy M TM   Tobin Martin D MD   Jarvelin Marjo-Riitta MR   Zeggini Eleftheria E   Gieger Christian C   Chambers John C JC   Wareham Nick J NJ   Munroe Patricia B PB   Franks Paul W PW   Samani Nilesh J NJ   Deloukas Panos P  

Human molecular genetics 20160727 18


It has been hypothesized that low frequency (1-5% minor allele frequency (MAF)) and rare (<1% MAF) variants with large effect sizes may contribute to the missing heritability in complex traits. Here, we report an association analysis of lipid traits (total cholesterol, LDL-cholesterol, HDL-cholesterol triglycerides) in up to 27 312 individuals with a comprehensive set of low frequency coding variants (ExomeChip), combined with conditional analysis in the known lipid loci. No new locus reached ge  ...[more]

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