Genomic Prediction Can Provide Precise Estimates of the Genotypic Value of Barley Lines Evaluated in Unreplicated Trials.
barley
genomic prediction
prediction accuracy
simulation
unreplicated trials
Journal
Frontiers in plant science
ISSN: 1664-462X
Titre abrégé: Front Plant Sci
Pays: Switzerland
ID NLM: 101568200
Informations de publication
Date de publication:
2022
2022
Historique:
received:
02
07
2021
accepted:
14
03
2022
entrez:
9
5
2022
pubmed:
10
5
2022
medline:
10
5
2022
Statut:
epublish
Résumé
Genomic prediction has been established in breeding programs to predict the genotypic values of selection candidates without phenotypic data. First results in wheat showed that genomic predictions can also prove useful to select among material for which phenotypic data are available. In such a scenario, the selection candidates are evaluated with low intensity in the field. Genome-wide effects are estimated from the field data and are then used to predict the genotypic values of the selection candidates. The objectives of our simulation study were to investigate the correlations
Identifiants
pubmed: 35528936
doi: 10.3389/fpls.2022.735256
pmc: PMC9072862
doi:
Types de publication
Journal Article
Langues
eng
Pagination
735256Informations de copyright
Copyright © 2022 Terraillon, Frisch, Falke, Jaiser, Spiller, Cselényi, Krumnacker, Boxberger, Habekuß, Kopahnke, Serfling, Ordon and Zenke-Philippi.
Déclaration de conflit d'intérêts
HJ was employed by Saatzucht Josef Breun GmbH & Co. KG. MS was employed by KWS Lochow GmbH. LC was employed by W. von Borries-Eckendorf GmbH & Co. KG. KK was employed by Limagrain GmbH. SB was employed by Ackermann Saatzucht GmbH & Co. KG. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
Theor Appl Genet. 2011 Jul;123(2):339-50
pubmed: 21505832
Theor Appl Genet. 2018 Feb;131(2):299-317
pubmed: 29080901
Front Plant Sci. 2018 Dec 21;9:1899
pubmed: 30627135
Genetics. 2008 Sep;180(1):611-8
pubmed: 18757934
BMC Genomics. 2016 Aug 11;17(1):604
pubmed: 27515254
Theor Appl Genet. 2019 Jun;132(6):1745-1760
pubmed: 30810763
Genetics. 2014 Aug;197(4):1343-55
pubmed: 24850820
Plant Genome. 2015 Mar;8(1):eplantgenome2014.05.0020
pubmed: 33228279
Theor Appl Genet. 2016 Nov;129(11):2043-2053
pubmed: 27480157
Genetics. 2001 Apr;157(4):1819-29
pubmed: 11290733
Theor Appl Genet. 2012 Dec;125(8):1639-45
pubmed: 22814724
Genetics. 2007 Nov;177(3):1881-8
pubmed: 18039886
PLoS One. 2015 Apr 02;10(3):e0121945
pubmed: 25835001
Theor Appl Genet. 2014 Jun;127(6):1375-86
pubmed: 24723140
Theor Appl Genet. 2017 Feb;130(2):363-376
pubmed: 27826661