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Title | Genome-wide polygenic scores for common diseases identify individuals with risk equivalent to monogenic mutations. |
Publication Type | Journal Article |
Year of Publication | 2018 |
Authors | Khera, AV, Chaffin, M, Aragam, KG, Haas, ME, Roselli, C, Choi, SHoan, Natarajan, P, Lander, ES, Lubitz, SA, Ellinor, PT, Kathiresan, S |
Journal | Nat Genet |
Volume | 50 |
Issue | 9 |
Pagination | 1219-1224 |
Date Published | 2018 Sep |
ISSN | 1546-1718 |
Abstract | A key public health need is to identify individuals at high risk for a given disease to enable enhanced screening or preventive therapies. Because most common diseases have a genetic component, one important approach is to stratify individuals based on inherited DNA variation. Proposed clinical applications have largely focused on finding carriers of rare monogenic mutations at several-fold increased risk. Although most disease risk is polygenic in nature, it has not yet been possible to use polygenic predictors to identify individuals at risk comparable to monogenic mutations. Here, we develop and validate genome-wide polygenic scores for five common diseases. The approach identifies 8.0, 6.1, 3.5, 3.2, and 1.5% of the population at greater than threefold increased risk for coronary artery disease, atrial fibrillation, type 2 diabetes, inflammatory bowel disease, and breast cancer, respectively. For coronary artery disease, this prevalence is 20-fold higher than the carrier frequency of rare monogenic mutations conferring comparable risk. We propose that it is time to contemplate the inclusion of polygenic risk prediction in clinical care, and discuss relevant issues. |
DOI | 10.1038/s41588-018-0183-z |
Alternate Journal | Nat. Genet. |
PubMed ID | 30104762 |
PubMed Central ID | PMC6128408 |
Grant List | KL2 TR001100 / TR / NCATS NIH HHS / United States R01 HL139731 / HL / NHLBI NIH HHS / United States K24 HL105780 / HL / NHLBI NIH HHS / United States UM1 HG008895 / HG / NHGRI NIH HHS / United States R01 HL092577 / HL / NHLBI NIH HHS / United States R01 HL127564 / HL / NHLBI NIH HHS / United States R01 HL128914 / HL / NHLBI NIH HHS / United States T32 HL007208 / HL / NHLBI NIH HHS / United States K08 HL140203 / HL / NHLBI NIH HHS / United States 2014105 / / Doris Duke Charitable Foundation / United States K23 HL114724 / HL / NHLBI NIH HHS / United States |