Improving genetic prediction by leveraging genetic correlations among human diseases and traits

Genetic prediction of complex traits so far has limited accuracy because of insufficient understanding of the genetic risk. Here, Maier et al. develop an improved method for trait prediction that makes use of genetic correlations between traits and apply it to summary statistics of psychiatric disea...

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Autores principales: Robert M. Maier, Zhihong Zhu, Sang Hong Lee, Maciej Trzaskowski, Douglas M. Ruderfer, Eli A. Stahl, Stephan Ripke, Naomi R. Wray, Jian Yang, Peter M. Visscher, Matthew R. Robinson
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Lenguaje:EN
Publicado: Nature Portfolio 2018
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Acceso en línea:https://doaj.org/article/e824d72f5f234577ab684601d5afb26b
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spelling oai:doaj.org-article:e824d72f5f234577ab684601d5afb26b2021-12-02T14:40:07ZImproving genetic prediction by leveraging genetic correlations among human diseases and traits10.1038/s41467-017-02769-62041-1723https://doaj.org/article/e824d72f5f234577ab684601d5afb26b2018-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-017-02769-6https://doaj.org/toc/2041-1723Genetic prediction of complex traits so far has limited accuracy because of insufficient understanding of the genetic risk. Here, Maier et al. develop an improved method for trait prediction that makes use of genetic correlations between traits and apply it to summary statistics of psychiatric diseases.Robert M. MaierZhihong ZhuSang Hong LeeMaciej TrzaskowskiDouglas M. RuderferEli A. StahlStephan RipkeNaomi R. WrayJian YangPeter M. VisscherMatthew R. RobinsonNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-17 (2018)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Robert M. Maier
Zhihong Zhu
Sang Hong Lee
Maciej Trzaskowski
Douglas M. Ruderfer
Eli A. Stahl
Stephan Ripke
Naomi R. Wray
Jian Yang
Peter M. Visscher
Matthew R. Robinson
Improving genetic prediction by leveraging genetic correlations among human diseases and traits
description Genetic prediction of complex traits so far has limited accuracy because of insufficient understanding of the genetic risk. Here, Maier et al. develop an improved method for trait prediction that makes use of genetic correlations between traits and apply it to summary statistics of psychiatric diseases.
format article
author Robert M. Maier
Zhihong Zhu
Sang Hong Lee
Maciej Trzaskowski
Douglas M. Ruderfer
Eli A. Stahl
Stephan Ripke
Naomi R. Wray
Jian Yang
Peter M. Visscher
Matthew R. Robinson
author_facet Robert M. Maier
Zhihong Zhu
Sang Hong Lee
Maciej Trzaskowski
Douglas M. Ruderfer
Eli A. Stahl
Stephan Ripke
Naomi R. Wray
Jian Yang
Peter M. Visscher
Matthew R. Robinson
author_sort Robert M. Maier
title Improving genetic prediction by leveraging genetic correlations among human diseases and traits
title_short Improving genetic prediction by leveraging genetic correlations among human diseases and traits
title_full Improving genetic prediction by leveraging genetic correlations among human diseases and traits
title_fullStr Improving genetic prediction by leveraging genetic correlations among human diseases and traits
title_full_unstemmed Improving genetic prediction by leveraging genetic correlations among human diseases and traits
title_sort improving genetic prediction by leveraging genetic correlations among human diseases and traits
publisher Nature Portfolio
publishDate 2018
url https://doaj.org/article/e824d72f5f234577ab684601d5afb26b
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