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Deep-coverage whole genome sequences and blood lipids among 16,324 individuals.


ABSTRACT: Large-scale deep-coverage whole-genome sequencing (WGS) is now feasible and offers potential advantages for locus discovery. We perform WGS in 16,324 participants from four ancestries at mean depth >29X and analyze genotypes with four quantitative traits-plasma total cholesterol, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol, and triglycerides. Common variant association yields known loci except for few variants previously poorly imputed. Rare coding variant association yields known Mendelian dyslipidemia genes but rare non-coding variant association detects no signals. A high 2M-SNP LDL-C polygenic score (top 5th percentile) confers similar effect size to a monogenic mutation (~30?mg/dl higher for each); however, among those with severe hypercholesterolemia, 23% have a high polygenic score and only 2% carry a monogenic mutation. At these sample sizes and for these phenotypes, the incremental value of WGS for discovery is limited but WGS permits simultaneous assessment of monogenic and polygenic models to severe hypercholesterolemia.

SUBMITTER: Natarajan P 

PROVIDER: S-EPMC6107638 | biostudies-literature | 2018 Aug

REPOSITORIES: biostudies-literature

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Deep-coverage whole genome sequences and blood lipids among 16,324 individuals.

Natarajan Pradeep P   Peloso Gina M GM   Zekavat Seyedeh Maryam SM   Montasser May M   Ganna Andrea A   Chaffin Mark M   Khera Amit V AV   Zhou Wei W   Bloom Jonathan M JM   Engreitz Jesse M JM   Ernst Jason J   O'Connell Jeffrey R JR   Ruotsalainen Sanni E SE   Alver Maris M   Manichaikul Ani A   Johnson W Craig WC   Perry James A JA   Poterba Timothy T   Seed Cotton C   Surakka Ida L IL   Esko Tonu T   Ripatti Samuli S   Salomaa Veikko V   Correa Adolfo A   Vasan Ramachandran S RS   Kellis Manolis M   Neale Benjamin M BM   Lander Eric S ES   Abecasis Goncalo G   Mitchell Braxton B   Rich Stephen S SS   Wilson James G JG   Cupples L Adrienne LA   Rotter Jerome I JI   Willer Cristen J CJ   Kathiresan Sekar S  

Nature communications 20180823 1


Large-scale deep-coverage whole-genome sequencing (WGS) is now feasible and offers potential advantages for locus discovery. We perform WGS in 16,324 participants from four ancestries at mean depth >29X and analyze genotypes with four quantitative traits-plasma total cholesterol, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol, and triglycerides. Common variant association yields known loci except for few variants previously poorly imputed. Rare coding variant a  ...[more]

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