Relatedness and genotype× environment interaction affect prediction accuracies in genomic selection: a study in cassava
Before implementation of genomic selection, evaluation of the potential accuracy of
prediction can be obtained by cross‐validation. In this procedure, a population with both …
prediction can be obtained by cross‐validation. In this procedure, a population with both …
Prospects for genomic selection in cassava breeding
MD Wolfe, DP Del Carpio, O Alabi… - The Plant …, 2017 - Wiley Online Library
Cassava (Manihot esculenta Crantz) is a clonally propagated staple food crop in the tropics.
Genomic selection (GS) has been implemented at three breeding institutions in Africa to …
Genomic selection (GS) has been implemented at three breeding institutions in Africa to …
[HTML][HTML] Accuracies of univariate and multivariate genomic prediction models in African cassava
Background Genomic selection (GS) promises to accelerate genetic gain in plant breeding
programs especially for crop species such as cassava that have long breeding cycles …
programs especially for crop species such as cassava that have long breeding cycles …
Experimental assessment of the accuracy of genomic selection in sugarcane
Sugarcane cultivars are interspecific hybrids with an aneuploid, highly heterozygous
polyploid genome. The complexity of the sugarcane genome is the main obstacle to the use …
polyploid genome. The complexity of the sugarcane genome is the main obstacle to the use …
Genome-wide selection in cassava
EJ de Oliveira, MDV de Resende, V da Silva Santos… - Euphytica, 2012 - Springer
The main objective of this study was to estimate the selection accuracy and to predict the
genetic gain in cassava breeding using genomic selection methodologies. We evaluated …
genetic gain in cassava breeding using genomic selection methodologies. We evaluated …
Genomic selection allowing for marker‐by‐environment interaction
T Schulz‐Streeck, JO Ogutu, A Gordillo… - Plant …, 2013 - Wiley Online Library
Genomic selection has been routinely implemented in plant breeding in two stages. The first
stage usually omits the marker information and estimates adjusted means of genotypes …
stage usually omits the marker information and estimates adjusted means of genotypes …
[HTML][HTML] Cassava yield traits predicted by genomic selection methods
Genomic selection (GS) has been used to optimize genetic gains when phenotypic selection
is considered costly and difficult to measure. The objective of this work was to evaluate the …
is considered costly and difficult to measure. The objective of this work was to evaluate the …
[HTML][HTML] Predicting genomic selection efficiency to optimize calibration set and to assess prediction accuracy in highly structured populations
R Rincent, A Charcosset, L Moreau - Theoretical and Applied Genetics, 2017 - Springer
Key message We propose a criterion to predict genomic selection efficiency for structured
populations. This criterion is useful to define optimal calibration set and to estimate …
populations. This criterion is useful to define optimal calibration set and to estimate …
Development of genomic prediction in sorghum
Genomic selection can increase the rate of genetic gain in plant breeding programs by
shortening the breeding cycle. Gain can also be increased through higher selection …
shortening the breeding cycle. Gain can also be increased through higher selection …
Marker-Based Estimates Reveal Significant Nonadditive Effects in Clonally Propagated Cassava (Manihot esculenta): Implications for the Prediction of Total Genetic …
In clonally propagated crops, nonadditive genetic effects can be effectively exploited by the
identification of superior genetic individuals as varieties. Cassava (Manihot esculenta …
identification of superior genetic individuals as varieties. Cassava (Manihot esculenta …