Strategies to Increase Prediction Accuracy in Genomic Selection of Complex Traits in Alfalfa (Medicago sativa L.)
Agronomic traits such as biomass yield and abiotic stress tolerance are genetically complex
and challenging to improve through conventional breeding approaches. Genomic selection …
and challenging to improve through conventional breeding approaches. Genomic selection …
Harnessing genetic diversity in the USDA pea germplasm collection through genomic prediction
Phenotypic evaluation and efficient utilization of germplasm collections can be time-
intensive, laborious, and expensive. However, with the plummeting costs of next-generation …
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 …
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
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 …
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 …
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) …
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 …
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) …
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 …
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 …
Jacq.). Currently, clonal selection involves two stages of phenotypic selection (PS): ortet …