Genomic prediction of (mal) adaptation across current and future climatic landscapes
Signals of local adaptation have been found in many plants and animals, highlighting the
heterogeneity in the distribution of adaptive genetic variation throughout species ranges. In …
heterogeneity in the distribution of adaptive genetic variation throughout species ranges. In …
Whole-genome regression and prediction methods applied to plant and animal breeding
G de Los Campos, JM Hickey, R Pong-Wong… - Genetics, 2013 - academic.oup.com
Genomic-enabled prediction is becoming increasingly important in animal and plant
breeding and is also receiving attention in human genetics. Deriving accurate predictions of …
breeding and is also receiving attention in human genetics. Deriving accurate predictions of …
DNNGP, a deep neural network-based method for genomic prediction using multi-omics data in plants
Genomic prediction is an effective way to accelerate the rate of agronomic trait improvement
in plants. Traditional methods typically use linear regression models with clear assumptions; …
in plants. Traditional methods typically use linear regression models with clear assumptions; …
Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop …
JN Cobb, G DeClerck, A Greenberg, R Clark… - Theoretical and Applied …, 2013 - Springer
More accurate and precise phenotyping strategies are necessary to empower high-
resolution linkage mapping and genome-wide association studies and for training genomic …
resolution linkage mapping and genome-wide association studies and for training genomic …
Enhancing genetic gain in the era of molecular breeding
As one of the important concepts in conventional quantitative genetics and breeding, genetic
gain can be defined as the amount of increase in performance that is achieved annually …
gain can be defined as the amount of increase in performance that is achieved annually …
Modern strategies to assess and breed forest tree adaptation to changing climate
AJ Cortés, M Restrepo-Montoya… - Frontiers in Plant …, 2020 - frontiersin.org
Studying the genetics of adaptation to new environments in ecologically and industrially
important tree species is currently a major research line in the fields of plant science and …
important tree species is currently a major research line in the fields of plant science and …
Quantitative genetics and genomics converge to accelerate forest tree breeding
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 …
multiple traits based on recurrent cycles of selection, mating, and testing. However, long …
Multiple-trait genomic selection methods increase genetic value prediction accuracy
Y Jia, JL Jannink - Genetics, 2012 - academic.oup.com
Genetic correlations between quantitative traits measured in many breeding programs are
pervasive. These correlations indicate that measurements of one trait carry information on …
pervasive. These correlations indicate that measurements of one trait carry information on …
Genomic prediction in animals and plants: simulation of data, validation, reporting, and benchmarking
HD Daetwyler, MPL Calus, R Pong-Wong… - Genetics, 2013 - academic.oup.com
The genomic prediction of phenotypes and breeding values in animals and plants has
developed rapidly into its own research field. Results of genomic prediction studies are often …
developed rapidly into its own research field. Results of genomic prediction studies are often …
Haploids: constraints and opportunities in plant breeding
SL Dwivedi, AB Britt, L Tripathi, S Sharma… - Biotechnology …, 2015 - Elsevier
The discovery of haploids in higher plants led to the use of doubled haploid (DH) technology
in plant breeding. This article provides the state of the art on DH technology including the …
in plant breeding. This article provides the state of the art on DH technology including the …