Nature Communications (Mar 2018)

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

  • 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

DOI
https://doi.org/10.1038/s41467-017-02769-6
Journal volume & issue
Vol. 9, no. 1
pp. 1 – 17

Abstract

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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.