[HTML][HTML] Achievements and prospects of genomics-assisted breeding in three legume crops of the semi-arid tropics
Advances in next-generation sequencing and genotyping technologies have enabled
generation of large-scale genomic resources such as molecular markers, transcript reads …
generation of large-scale genomic resources such as molecular markers, transcript reads …
Predicting Genotype× Environment× Management (G× E× M) interactions for the design of crop improvement strategies: integrating breeder, agronomist, and farmer …
Summary Genotype‐by‐environment‐by‐management (G× E× M) interactions for crop
productivity represent both challenges and opportunities for long‐term crop improvement …
productivity represent both challenges and opportunities for long‐term crop improvement …
Priors in whole-genome regression: the Bayesian alphabet returns
D Gianola - Genetics, 2013 - academic.oup.com
Whole-genome enabled prediction of complex traits has received enormous attention in
animal and plant breeding and is making inroads into human and even Drosophila genetics …
animal and plant breeding and is making inroads into human and even Drosophila genetics …
[HTML][HTML] Integrating crop growth models with whole genome prediction through approximate Bayesian computation
Genomic selection, enabled by whole genome prediction (WGP) methods, is revolutionizing
plant breeding. Existing WGP methods have been shown to deliver accurate predictions in …
plant breeding. Existing WGP methods have been shown to deliver accurate predictions in …
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 …
The impact of population structure on genomic prediction in stratified populations
Key message Impacts of population structure on the evaluation of genomic heritability and
prediction were investigated and quantified using high-density markers in diverse panels in …
prediction were investigated and quantified using high-density markers in diverse panels in …
Genomic prediction of northern corn leaf blight resistance in maize with combined or separated training sets for heterotic groups
F Technow, A Bürger… - G3: Genes| Genomes …, 2013 - academic.oup.com
Northern corn leaf blight (NCLB), a severe fungal disease causing yield losses worldwide, is
most effectively controlled by resistant varieties. Genomic prediction could greatly aid …
most effectively controlled by resistant varieties. Genomic prediction could greatly aid …
An innovative procedure of genome-wide association analysis fits studies on germplasm population and plant breeding
J He, S Meng, T Zhao, G Xing, S Yang, Y Li… - Theoretical and Applied …, 2017 - Springer
Key message The innovative RTM-GWAS procedure provides a relatively thorough
detection of QTL and their multiple alleles for germplasm population characterization, gene …
detection of QTL and their multiple alleles for germplasm population characterization, gene …
Assessing predictive properties of genome-wide selection in soybeans
Many economically important traits in plant breeding have low heritability or are difficult to
measure. For these traits, genomic selection has attractive features and may boost genetic …
measure. For these traits, genomic selection has attractive features and may boost genetic …
Assessing the sensitivities of genomic selection for growth and wood quality traits in lodgepole pine using Bayesian models
NK Ukrainetz, SD Mansfield - Tree Genetics & Genomes, 2020 - Springer
Genomic selection is an attractive option to complement the existing investments of the
lodgepole pine (Pinus contorta Douglas) breeding program in British Columbia, Canada …
lodgepole pine (Pinus contorta Douglas) breeding program in British Columbia, Canada …