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Genomic selection in plant breeding: Key factors sha** two decades of progress
Genomic selection, the application of genomic prediction (GP) models to select candidate
individuals, has significantly advanced in the past two decades, effectively accelerating …
individuals, has significantly advanced in the past two decades, effectively accelerating …
Next-generation data filtering in the genomics era
Genomic data are ubiquitous across disciplines, from agriculture to biodiversity, ecology,
evolution and human health. However, these datasets often contain noise or errors and are …
evolution and human health. However, these datasets often contain noise or errors and are …
Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …
extensive research has been done on evaluating its efficiency for utilization in crop …
Plant pangenomes for crop improvement, biodiversity and evolution
Plant genome sequences catalogue genes and the genetic elements that regulate their
expression. Such inventories further research aims as diverse as map** the molecular …
expression. Such inventories further research aims as diverse as map** the molecular …
Benchmarking machine learning and parametric methods for genomic prediction of feed efficiency-related traits in Nellore cattle
Genomic selection (GS) offers a promising opportunity for selecting more efficient animals to
use consumed energy for maintenance and growth functions, impacting profitability and …
use consumed energy for maintenance and growth functions, impacting profitability and …
A comparison of methods for training population optimization in genomic selection
J Fernández-González, D Akdemir… - Theoretical and Applied …, 2023 - Springer
Abstract Key message Maximizing CDmean and Avg_GRM_self were the best criteria for
training set optimization. A training set size of 50–55%(targeted) or 65–85%(untargeted) is …
training set optimization. A training set size of 50–55%(targeted) or 65–85%(untargeted) is …
Performance of Bayesian and BLUP alphabets for genomic prediction: analysis, comparison and results
We evaluated the performances of three BLUP and five Bayesian methods for genomic
prediction by using nine actual and 54 simulated datasets. The genomic prediction accuracy …
prediction by using nine actual and 54 simulated datasets. The genomic prediction accuracy …
Rootstock-Mediated Genetic Variance in Cadmium Uptake by Juvenile Cacao (Theobroma cacao L.) Genotypes, and Its Effect on Growth and Physiology
J Fernández-Paz, AJ Cortés… - Frontiers in Plant …, 2021 - frontiersin.org
Grafting typically offers a shortcut to breed tree orchards throughout a multidimensional
space of traits. Despite an overwhelming spectrum of rootstock-mediated effects on scion …
space of traits. Despite an overwhelming spectrum of rootstock-mediated effects on scion …
Empirical comparison of tropical maize hybrids selected through genomic and phenotypic selections
Genomic selection predicts the genomic estimated breeding values (GEBVs) of individuals
not previously phenotyped. Several studies have investigated the accuracy of genomic …
not previously phenotyped. Several studies have investigated the accuracy of genomic …
Inheritance of Yield Components and Morphological Traits in Avocado cv. Hass From “Criollo” “Elite Trees” via Half-Sib Seedling Rootstocks
GP Cañas-Gutiérrez, S Sepulveda-Ortega… - Frontiers in plant …, 2022 - frontiersin.org
Grafting induces precocity and maintains clonal integrity in fruit tree crops. However, the
complex rootstock× scion interaction often precludes understanding how the tree phenotype …
complex rootstock× scion interaction often precludes understanding how the tree phenotype …