Exploiting biological priors and sequence variants enhances QTL discovery and genomic prediction of complex traits-Reference-Cited by-同舟云学术

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Exploiting biological priors and sequence variants enhances QTL discovery and genomic prediction of complex traits

Published:2016-02-27 Issue:1 Volume:17 Page:
ISSN:1471-2164
Container-title:BMC Genomics
language:en
Short-container-title:BMC Genomics

Author:

MacLeod I. M.,Bowman P. J.,Vander Jagt C. J.,Haile-Mariam M.,Kemper K. E.,Chamberlain A. J.,Schrooten C.,Hayes B. J.,Goddard M. E.

Funder

Dairy Futures CRC

Publisher

Springer Science and Business Media LLC

Subject

Genetics,Biotechnology

Link

http://link.springer.com/content/pdf/10.1186/s12864-016-2443-6

Reference55 articles.

1. Meuwissen THE, Hayes BJ, Goddard ME. Prediction of Total Genetic Value Using Genome-Wide Dense Marker Maps. Genetics. 2001;157(4):1819–29.

2. Moser G, Lee SH, Hayes BJ, Goddard ME, Wray NR, Visscher PM. Simultaneous Discovery, Estimation and Prediction Analysis of Complex Traits Using a Bayesian Mixture Model. PLoS Genet. 2015;11(4):e1004969. doi: 10.1371/journal.pgen.1004969 .

3. Kemper KE, Reich CM, Bowman P, vander Jagt CJ, Chamberlain AJ, Mason BA, et al. Improved precision of QTL mapping using a nonlinear Bayesian method in a multi-breed population leads to greater accuracy of across-breed genomic predictions. Genet Sel Evol. 2015;47(1):29.

4. Erbe M, Hayes BJ, Matukumalli LK, Goswami S, Bowman PJ, Reich CM, et al. Improving accuracy of genomic predictions within and between dairy cattle breeds with imputed high-density single nucleotide polymorphism panels. J Dairy Sci. 2012;95(7):4114–29.

5. MacLeod IM, Hayes BJ, Goddard ME. The Effects of Demography and Long-Term Selection on the Accuracy of Genomic Prediction with Sequence Data. Genetics. 2014;198(4):1671–84. doi: 10.1534/genetics.114.168344 .

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