Prediction of evolutionary constraint by genomic annotations improves functional prioritization of genomic variants in maize

GP Ramstein, ES Buckler - Genome Biology, 2022 - Springer
Background Crop improvement through cross-population genomic prediction and genome
editing requires identification of causal variants at high resolution, within fewer than …

Assessing combining abilities, genomic data, and genotype× environment interactions to predict hybrid grain sorghum performance

JMO Fonseca, PE Klein, J Crossa, A Pacheco… - The Plant …, 2021 - Wiley Online Library
Genomic selection in maize (Zea mays L.) has been one factor that has increased the rate of
genetic gain when compared with other cereals. However, the technological foundations in …

Across-population genomic prediction in grapevine opens up promising prospects for breeding

C Brault, V Segura, P This, L Le Cunff… - Horticulture …, 2022 - academic.oup.com
Crop breeding involves two selection steps: choosing progenitors and selecting individuals
within progenies. Genomic prediction, based on genome-wide marker estimation of genetic …

Accounting for group-specific allele effects and admixture in genomic predictions: theory and experimental evaluation in maize

S Rio, L Moreau, A Charcosset, T Mary-Huard - Genetics, 2020 - academic.oup.com
Populations structured into genetic groups may display group-specific linkage
disequilibrium, mutations, and/or interactions between quantitative trait loci and the genetic …

Genomic prediction for winter survival of lowland switchgrass in the northern USA

HP Poudel, MD Sanciangco… - G3: Genes …, 2019 - academic.oup.com
The lowland ecotype of switchgrass has generated considerable interest because of its
higher biomass yield and late flowering characteristics compared to the upland ecotype …

Genomic prediction of regional-scale performance in switchgrass (Panicum virgatum) by accounting for genotype-by-environment variation and yield surrogate traits

NW Tilhou, J Bonnette, AR Boe, PA Fay… - G3: Genes …, 2024 - academic.oup.com
Switchgrass is a potential crop for bioenergy or carbon capture schemes, but further yield
improvements through selective breeding are needed to encourage commercialization. To …

Genome‐wide marker effect heterogeneity is associated with a large effect dormancy locus in winter malting barley

TE Rooney, KH Kunze, ME Sorrells - The Plant Genome, 2022 - Wiley Online Library
Prediction of trait values in plant breeding populations typically relies on assumptions about
marker effect homogeneity across populations. Evidence is presented for winter malting …

Combining genetic resources and elite material populations to improve the accuracy of genomic prediction in apple

X Cazenave, B Petit, M Lateur, H Nybom, J Sedlak… - G3, 2022 - academic.oup.com
Genomic selection is an attractive strategy for apple breeding that could reduce the length of
breeding cycles. A possible limitation to the practical implementation of this approach lies in …

Biomass yield improvement in switchgrass through genomic prediction of flowering time

NW Tilhou, MD Casler - GCB Bioenergy, 2022 - Wiley Online Library
The seasonal timing of the transition from vegetative to reproductive growth has a major
impact on biomass accumulation in switchgrass. Late‐flowering switchgrass cultivars …

[BOOK][B] Quantitative genetics from genome assemblies to neural network aided omics-based prediction of complex traits

JA Freudenthal - 2020 - search.proquest.com
Quantitative genetics is the study of continuously distributed traits and their genetic
components. Recent developments in DNA sequencing technologies and computational …