Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation
To better understand the phenotypic relationships of complex traits it is also important to understand their genetic overlap. Here, Frei et al. develop MiXeR which uses GWAS summary statistics to evaluate the polygenic overlap between two traits irrespective of their genetic correlation.
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Nature Portfolio
2019
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oai:doaj.org-article:e81f038c77814a4e89212eabbff80ce42021-12-02T16:57:21ZBivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation10.1038/s41467-019-10310-02041-1723https://doaj.org/article/e81f038c77814a4e89212eabbff80ce42019-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-10310-0https://doaj.org/toc/2041-1723To better understand the phenotypic relationships of complex traits it is also important to understand their genetic overlap. Here, Frei et al. develop MiXeR which uses GWAS summary statistics to evaluate the polygenic overlap between two traits irrespective of their genetic correlation.Oleksandr FreiDominic HollandOlav B. SmelandAlexey A. ShadrinChun Chieh FanSteffen MaelandKevin S. O’ConnellYunpeng WangSrdjan DjurovicWesley K. ThompsonOle A. AndreassenAnders M. DaleNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-11 (2019) |
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Science Q |
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Science Q Oleksandr Frei Dominic Holland Olav B. Smeland Alexey A. Shadrin Chun Chieh Fan Steffen Maeland Kevin S. O’Connell Yunpeng Wang Srdjan Djurovic Wesley K. Thompson Ole A. Andreassen Anders M. Dale Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
description |
To better understand the phenotypic relationships of complex traits it is also important to understand their genetic overlap. Here, Frei et al. develop MiXeR which uses GWAS summary statistics to evaluate the polygenic overlap between two traits irrespective of their genetic correlation. |
format |
article |
author |
Oleksandr Frei Dominic Holland Olav B. Smeland Alexey A. Shadrin Chun Chieh Fan Steffen Maeland Kevin S. O’Connell Yunpeng Wang Srdjan Djurovic Wesley K. Thompson Ole A. Andreassen Anders M. Dale |
author_facet |
Oleksandr Frei Dominic Holland Olav B. Smeland Alexey A. Shadrin Chun Chieh Fan Steffen Maeland Kevin S. O’Connell Yunpeng Wang Srdjan Djurovic Wesley K. Thompson Ole A. Andreassen Anders M. Dale |
author_sort |
Oleksandr Frei |
title |
Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
title_short |
Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
title_full |
Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
title_fullStr |
Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
title_full_unstemmed |
Bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
title_sort |
bivariate causal mixture model quantifies polygenic overlap between complex traits beyond genetic correlation |
publisher |
Nature Portfolio |
publishDate |
2019 |
url |
https://doaj.org/article/e81f038c77814a4e89212eabbff80ce4 |
work_keys_str_mv |
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