Genomic selection

Genomic Selection: A Tool for Accelerating the Efficiency ... - Frontiers

This review focuses on the transition from traditional selection methods to GS, underlying statistical methods and tools used for this purpose.

Genomic selection - PubMed

Genomic selection is a form of marker-assisted selection in which genetic markers covering the whole genome are used so that all quantitative trait loci ...

Genomic selection - Wikipedia

Genomic Selection (GS) predicts the breeding values of an offspring in a population by associating their traits (e.g. resistance to pests) with their high- ...

Genomic Selection in the Era of Next Generation Sequencing for ...

Genomic selection (GS) is a promising approach exploiting molecular genetic markers to design novel breeding programs and to develop new markers-based ...

Genomic selection in agriculture | Illumina

Marker-Assisted Selection and Genomic Selection. 12. Implementation of Genomic Selection. Establishing a Reference Genome. Genotyping. Genotyping by Sequencing.

Genomic selection in plant breeding: Key factors shaping two ...

This article provides a holistic overview of key factors that have influenced GP in plant breeding during this period.

Potential negative effects of genomic selection - Oxford Academic

Under genomic selection, genetic gains accelerate, especially for higher heritability production traits, potentially magnifying the negative ...

Integrated Genomic Selection for Accelerating Breeding Programs of ...

Integrated genomic selection for accelerating breeding programs of climate-smart cereals. Dwaipayan Sinha.

Genomic Selection in Plant Breeding: Knowledge and Prospects

This review surveys what is known about these technologies, with sections on population and quantitative genetic background, DNA marker development, ...

Origin Specific Genomic Selection: A Simple Process To Optimize ...

We propose a partitioned form of genomic selection, called Origin Specific Genomic Selection (OSGS), where we identify and target selection on favorable exotic ...

Basics of Genomic Selection 2. Basics of Genomic Selection

Genomic selection/prediction is becoming an important tool to maximize genetic gain in breeding programs. The method provides multiple ways to improve different ...

Perspectives for Genomic Selection Applications and Research in ...

In this review, we briefly describe how genomic prediction can be integrated into breeding efforts and point out achievements and areas where more research is ...

Genomic selection | Genomics101 (beginner-friendly) - YouTube

GenomicSelection is the state-of-art method to identify individuals with the highest breeding value and increase the genetic gain in ...

Genomic Selection in Wheat Breeding using Genotyping‐by ...

Genomic selection (GS) uses genomewide molecular markers to predict breeding values and make selections of individuals or breeding lines ...

Genomic Selection: A Faster Strategy for Plant Breeding | IntechOpen

Many agronomic traits, such as grain yield, are controlled by polygenes with minor effects and epistatic interaction. Genomic selection (GS) uses ...

Basics of Genomic Selection 1. Introduction | Excellenceinbreeding

Giovanny Covarrubias-Pazaran (EiB) presents the genomic prediction workshop and outlines the topics to be covered and guest speakers.

Genomic selection and genetic gain for nut yield in an Australian ...

Improving yield prediction and selection efficiency is critical for tree breeding. This is vital for macadamia trees with the time from ...

Genomic Selection–A Paradigm Shift in Animal Breeding - Illumina

Genome-wide SNP panels are now available for an increasing number of livestock species, enabling breeders to cost-effectively and accurately determine a genomic ...

Chapter 7: Marker Assisted Selection and Genomic Selection

Marker-assisted selection (MAS) aims to develop improved novel genotypes that are likely quite different from parental genotypes.

A review of deep learning applications for genomic selection

We review the applications of deep learning (DL) methods in genomic selection (GS) to obtain a meta-picture of GS performance and highlight how these tools can ...

Genomic selection

Genomic Selection predicts the breeding values of an offspring in a population by associating their traits with their high-density genetic marker scores. GS is a method proposed to address deficiencies of marker-assisted selection in breeding programs.