Nature GeneticsGenomicsPeer-reviewed journal article
Genome-wide polygenic score to identify a monogenic risk-equivalent for coronary disease
Amit V. KheraiD, Mark D. ChaffiniD, Krishna G. AragamiD, Mary E. HaasiD, Carolina RoselliiD, Seung Hoan ChoiiD, Pradeep NatarajaniD, Eric S. LanderiD, Steven A. LubitziD, Patrick T. EllinoriD, Sekar KathiresaniD
Abstract
Identification of individuals at increased genetic risk for a complex disorder such as coronary disease can facilitate treatments or enhanced screening strategies. A rare monogenic mutation associated with increased cholesterol is present in ~1:250 carriers and confers an up to 4-fold increase in coronary risk when compared with non-carriers. Although individual common polymorphisms have modest predictive capacity, their cumulative impact can be aggregated into a polygenic score. Here, we develop a new, genome-wide polygenic score that aggregates information from 6.6 million common polymorphisms and show that this score can similarly identify individuals with a 4-fold increased risk for coronary disease. In >400,000 participants from UK Biobank, the score conforms to a normal distribution and those in the top 2.5% of the distribution are at 4-fold increased risk compared to the remaining 97.5%. Similar patterns are observed with genome-wide polygenic scores for two additional diseases - breast cancer and severe obesity.\n\nOne Sentence SummaryA genome-wide polygenic score identifies 2.5% of the population born with a 4-fold increased risk for coronary artery disease.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 2,956
- FWCI
- 189.57
- Field percentile
- top 1%
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