|
|
GLOBAL GENOMIC PREDICTION IN HORTICULTURAL CROPS: PROMISES, PROGRESS, CHALLENGES AND OUTLOOK |
Craig HARDNER1(), Satish KUMAR2, Dorrie MAIN3, Cameron PEACE3 |
1. Queensland Alliance for Agriculture and Food Innovation University of Queensland, St Lucia QLD, 4072, Australia. 2. New Zealand Institute Plant & Food Res Ltd, Hawkes Bay Research Centre, Havelock North, 4130, New Zealand. 3. Department of Horticulture, Washington State University, Pullman, WA 99164, USA. |
|
|
|
Corresponding Author(s):
Craig HARDNER
|
Just Accepted Date: 05 February 2021
Online First Date: 12 March 2021
Issue Date: 13 July 2021
|
|
1 |
T H E Meuwissen, B J Hayes, M E Goddard. Prediction of total genetic value using genome-wide dense marker maps. Genetics, 2001, 157(4): 1819–1829
pmid: 11290733
|
2 |
B J Hayes, P M Visscher, M E Goddard. Increased accuracy of artificial selection by using the realized relationship matrix. Genetical Research, 2009, 91(1): 47–60
https://doi.org/10.1017/S0016672308009981
pmid: 19220931
|
3 |
A F Iezzoni, J McFerson, J Luby, K Gasic, V Whitaker, N Bassil, C Yue, K Gallardo, V McCracken, M Coe, C Hardner, J D Zurn, S Hokanson, E van de Weg, S Jung, D Main, C da Silva Linge, S Vanderzande, T M Davis, L L Mahoney, C Finn, C Peace. RosBREED: bridging the chasm between discovery and application to enable DNA-informed breeding in rosaceous crops. Horticulture Research, 2020, 7(1): 177
https://doi.org/10.1038/s41438-020-00398-7
pmid: 33328430
|
4 |
C M Hardner, S Kumar, C M Peace, J Luby, K M Evans. Reconstructing relationship matrices from dense SNP arrays for the prediction of genetic potential in unreplicated multilocation plantings of apple progeny. In: Onus N, Currie A, eds. Xxix International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes, 2016, 275–281
|
5 |
D S Falconer. The problem of environment and selection. American Naturalist, 1952, 86(830): 293–298
https://doi.org/10.1086/281736
|
6 |
C M Hardner, B J Hayes, S Kumar, S Vanderzande, L Cai, J Piaskowski, J Quero-Garcia, J A Campoy, T Barreneche, D Giovannini, A Liverani, G Charlot, M Villamil-Castro, N Oraguzie, C P Peace. Prediction of genetic value for sweet cherry fruit maturity among environments using a 6K SNP array. Horticulture Research, 2019, 6(1): 6
https://doi.org/10.1038/s41438-018-0081-7
pmid: 30603092
|
7 |
C M Hardner, K Evans, C Brien, F Bliss, C Peace. Genetic architecture of apple fruit quality traits following storage and implications for genetic improvement. Tree Genetics & Genomes, 2016, 12(2): 20
https://doi.org/10.1007/s11295-016-0977-z
|
8 |
S Kumar , C Molloy, P Munoz, H Daetwyler, D Chagne, R Volz. Genome-enabled estimates of additive and nonadditive genetic variances and prediction of apple phenotypes across environments. G3-Genes Genomes Genetics, 2015, 5(12): 2711–2718
|
9 |
S Kumar, E Hilario, C H Deng, C Molloy. Turbocharging introgression breeding of perennial fruit crops: a case study on apple. Horticulture Research, 2020, 7(1): 47
https://doi.org/10.1038/s41438-020-0270-z
pmid: 32257233
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|