Strategies to Increase Prediction Accuracy in Genomic Selection of Complex Traits in Alfalfa (Medicago sativa L.)

CA Medina, H Kaur, I Ray, LX Yu - Cells, 2021 - mdpi.com
Agronomic traits such as biomass yield and abiotic stress tolerance are genetically complex
and challenging to improve through conventional breeding approaches. Genomic selection …

Harnessing genetic diversity in the USDA pea germplasm collection through genomic prediction

MAA Bari, P Zheng, I Viera, H Worral, S Szwiec… - Frontiers in …, 2021 - frontiersin.org
Phenotypic evaluation and efficient utilization of germplasm collections can be time-
intensive, laborious, and expensive. However, with the plummeting costs of next-generation …

SNP-based mixed model association of growth-and yield-related traits in popcorn

GS Mafra, AT Amaral Júnior, JE Almeida Filho… - PLoS …, 2019 - journals.plos.org
The identification of the genes responsible for complex traits is highly promising to
accelerate crop breeding, but such information is still limited for popcorn. Thus, in the …

Genome properties and prospects of genomic prediction of hybrid performance in a breeding program of maize

F Technow, TA Schrag, W Schipprack, E Bauer… - Genetics, 2014 - academic.oup.com
Maize (Zea mays L.) serves as model plant for heterosis research and is the crop where
hybrid breeding was pioneered. We analyzed genomic and phenotypic data of 1254 hybrids …

Genome‐wide association studies of important agronomic traits in Brassica napus: what we have learned and where we are headed

H Liu, W Wang, M Yang, P Yuan… - Annual Plant …, 2022 - centaur.reading.ac.uk
Oilseed rape (Brassica napus L.; B. napus) is one of the main oil crops in China as well as in
the world. Genome-wide association studies (GWAS) have revolutionised the field of …

Genomic prediction for yields, processing and nutritional quality traits in cultivated potato (Solanum tuberosum L.)

E Habyarimana, B Parisi, G Mandolino - Plant Breeding, 2017 - Wiley Online Library
Current potato breeding approaches are hampered by several factors including costly seed
tubers, tetrasomic inheritance and inbreeding depression. Genomic selection (GS) …

Incorporating pleiotropic quantitative trait loci in dissection of complex traits: seed yield in rapeseed as an example

Z Luo, M Wang, Y Long, Y Huang, L Shi… - Theoretical and Applied …, 2017 - Springer
Key message A comprehensive linkage atlas for seed yield in rapeseed. Abstract Most
agronomic traits of interest for crop improvement (including seed yield) are highly complex …

Genome-wide prediction for maize single-cross hybrids using the GBLUP model and validation in different crop seasons

NF Cantelmo, RG Von Pinho, M Balestre - Molecular breeding, 2017 - Springer
The aim of this study was to perform genome-wide selection using a set of Dart-seq markers
associated to the additive-dominant genomic best linear unbiased prediction (GBLUP) …

Genomic prediction in a multiploid crop: genotype by environment interaction and allele dosage effects on predictive ability in banana

M Nyine, B Uwimana, N Blavet, E Hřibová… - The Plant …, 2018 - Wiley Online Library
Improving the efficiency of selection in conventional crossbreeding is a major priority in
banana (Musa spp.) breeding. Routine application of classical marker assisted selection …

Genomic predictions improve clonal selection in oil palm (Elaeis guineensis Jacq.) hybrids

A Nyouma, JM Bell, F Jacob, V Riou, A Manez… - Plant Science, 2020 - Elsevier
The prediction of clonal genetic value for yield is challenging in oil palm (Elaeis guineensis
Jacq.). Currently, clonal selection involves two stages of phenotypic selection (PS): ortet …