In the search for functional relationships between genotypes and phenotypes, there are two possible ndings. A phenotype may be heritable when it depends on a reduced set of genetic markers. Or it may be predictable from a wide genomic description. The distinction between these two kinds of functional relationships is very important since the computational tools used to nd them are quite di erent. In this paper we present a general framework to deal with phenotypes and genotypes, and we study the case of the height of barley plants: a predictable phenotype whose heritability is quite reduce
The characterization of genomes with great detail offered by the modern genotyping platforms have op...
Genomic selection has been extensively implemented in plant breeding schemes. Genomic selection inco...
New tools derived from advances in molecular biology have not been widely adopted in plant breeding ...
The functional characterization of genes involved in many complex traits (phenotypes) of plants, ani...
Genomic predictions or genomic selection (GS) was proposed to overcome a number of challenges in app...
We show how field- and information theory can be used to quantify the relationship between genotype ...
Selection processes in plant breeding depend critically on the quality of phenotype predictions. The...
Selection processes in plant breeding depend critically on the quality of phenotype predictions. The...
<p>Prediction of the phenotypes for a set of genotypes across multiple environments is a fundamental...
With advancements in science and technology, it has become easier and faster to perform complex comp...
The explosive growth of genomic data provides an opportunity to make increased use of sequence varia...
<div><p>Understanding of phenotypes and their genetic basis is a major focus in current plant biolog...
Prediction of the phenotypes for a set of genotypes across multiple environments is a fundamental ta...
Abstract: In phenotype prediction the physical characteristics of an organism are predicted from kno...
Parental selection is at the beginning and contributes significantly to the success of any breeding ...
The characterization of genomes with great detail offered by the modern genotyping platforms have op...
Genomic selection has been extensively implemented in plant breeding schemes. Genomic selection inco...
New tools derived from advances in molecular biology have not been widely adopted in plant breeding ...
The functional characterization of genes involved in many complex traits (phenotypes) of plants, ani...
Genomic predictions or genomic selection (GS) was proposed to overcome a number of challenges in app...
We show how field- and information theory can be used to quantify the relationship between genotype ...
Selection processes in plant breeding depend critically on the quality of phenotype predictions. The...
Selection processes in plant breeding depend critically on the quality of phenotype predictions. The...
<p>Prediction of the phenotypes for a set of genotypes across multiple environments is a fundamental...
With advancements in science and technology, it has become easier and faster to perform complex comp...
The explosive growth of genomic data provides an opportunity to make increased use of sequence varia...
<div><p>Understanding of phenotypes and their genetic basis is a major focus in current plant biolog...
Prediction of the phenotypes for a set of genotypes across multiple environments is a fundamental ta...
Abstract: In phenotype prediction the physical characteristics of an organism are predicted from kno...
Parental selection is at the beginning and contributes significantly to the success of any breeding ...
The characterization of genomes with great detail offered by the modern genotyping platforms have op...
Genomic selection has been extensively implemented in plant breeding schemes. Genomic selection inco...
New tools derived from advances in molecular biology have not been widely adopted in plant breeding ...