Quantitative genetics and genomics converge to accelerate forest tree breeding

D Grattapaglia, OB Silva-Junior, RT Resende… - Frontiers in plant …, 2018 - frontiersin.org
Forest tree breeding has been successful at delivering genetically improved material for
multiple traits based on recurrent cycles of selection, mating, and testing. However, long …

Genomic selection for forest tree improvement: Methods, achievements and perspectives

VG Lebedev, TN Lebedeva, AI Chernodubov… - Forests, 2020 - mdpi.com
The breeding of forest trees is only a few decades old, and is a much more complicated,
longer, and expensive endeavor than the breeding of agricultural crops. One breeding cycle …

Genome-Assisted Prediction of Quantitative Traits Using the R Package sommer

G Covarrubias-Pazaran - PloS one, 2016 - journals.plos.org
Most traits of agronomic importance are quantitative in nature, and genetic markers have
been used for decades to dissect such traits. Recently, genomic selection has earned …

Modeling epistasis in genomic selection

Y Jiang, JC Reif - Genetics, 2015 - academic.oup.com
Modeling epistasis in genomic selection is impeded by a high computational load. The
extended genomic best linear unbiased prediction (EG-BLUP) with an epistatic relationship …

[图书][B] Population genetics and microevolutionary theory

AR Templeton - 2021 - books.google.com
Population Genetics and Microevolutionary Theory Explore the fundamentals of the
biological implications of population genetic theory In the newly revised Second Edition of …

Orthogonal estimates of variances for additive, dominance, and epistatic effects in populations

ZG Vitezica, A Legarra, MA Toro, L Varona - Genetics, 2017 - academic.oup.com
Genomic prediction methods based on multiple markers have potential to include
nonadditive effects in prediction and analysis of complex traits. However, most …

Twelve years into genomic selection in forest trees: climbing the slope of enlightenment of marker assisted tree breeding

D Grattapaglia - Forests, 2022 - mdpi.com
Twelve years have passed since the early outlooks of applying genomic selection (GS) to
forest tree breeding, initially based on deterministic simulations, soon followed by empirical …

The importance of dominance and genotype-by-environment interactions on grain yield variation in a large-scale public cooperative maize experiment

AR Rogers, JC Dunne, C Romay, M Bohn, ES Buckler… - G3, 2021 - academic.oup.com
High-dimensional and high-throughput genomic, field performance, and environmental data
are becoming increasingly available to crop breeding programs, and their integration can …

Genetic variance partitioning and genome-wide prediction with allele dosage information in autotetraploid potato

JB Endelman, CAS Carley, PC Bethke, JJ Coombs… - Genetics, 2018 - academic.oup.com
As one of the world's most important food crops, the potato (Solanum tuberosum L.) has
spurred innovation in autotetraploid genetics, including in the use of SNP arrays to …

Genomic quantitative genetics to study evolution in the wild

P Gienapp, S Fior, F Guillaume, JR Lasky… - Trends in Ecology & …, 2017 - cell.com
Quantitative genetic theory provides a means of estimating the evolutionary potential of
natural populations. However, this approach was previously only feasible in systems where …