Cargando…

Optimizing Selection and Mating in Genomic Selection with a Look-Ahead Approach: An Operations Research Framework

New genotyping technologies have made large amounts of genotypic data available for plant breeders to use in their efforts to accelerate the rate of genetic gain. Genomic selection (GS) techniques allow breeders to use genotypic data to identify and select, for example, plants predicted to exhibit d...

Descripción completa

Detalles Bibliográficos
Autores principales:	Moeinizade, Saba, Hu, Guiping, Wang, Lizhi, Schnable, Patrick S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Genetics Society of America 2019
Materias:	Genomic Prediction
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6643893/ https://www.ncbi.nlm.nih.gov/pubmed/31109922 http://dx.doi.org/10.1534/g3.118.200842

Ejemplares similares

New insights into trait introgression with the look-ahead intercrossing strategy
por: Ni, Zheng, et al.
Publicado: (2023)

A look-ahead Monte Carlo simulation method for improving parental selection in trait introgression
por: Moeinizade, Saba, et al.
Publicado: (2021)

Training Population Optimization for Genomic Selection in Miscanthus
por: Olatoye, Marcus O., et al.
Publicado: (2020)

Adoption and Optimization of Genomic Selection To Sustain Breeding for Apricot Fruit Quality
por: Nsibi, Mariem, et al.
Publicado: (2020)

Optimizing Low-Cost Genotyping and Imputation Strategies for Genomic Selection in Atlantic Salmon
por: Tsairidou, Smaragda, et al.
Publicado: (2019)

Origin Specific Genomic Selection: A Simple Process To Optimize the Favorable Contribution of Parents to Progeny
por: Yang, Chin Jian, et al.
Publicado: (2020)

Purebred and Crossbred Genomic Evaluation and Mate Allocation Strategies To Exploit Dominance in Pig Crossbreeding Schemes
por: González-Diéguez, David, et al.
Publicado: (2020)

Genomic mating in outbred species: predicting cross usefulness with additive and total genetic covariance matrices
por: Wolfe, Marnin D, et al.
Publicado: (2021)

Genomic Selection with Allele Dosage in Panicum maximum Jacq.
por: de C. Lara, Letícia A., et al.
Publicado: (2019)

Genomic Prediction and Selection for Fruit Traits in Winter Squash
por: Hernandez, Christopher O., et al.
Publicado: (2020)

Assessment of the Potential for Genomic Selection To Improve Husk Traits in Maize
por: Cui, Zhenhai, et al.
Publicado: (2020)

Phantom Epistasis in Genomic Selection: On the Predictive Ability of Epistatic Models
por: Schrauf, Matías F., et al.
Publicado: (2020)

Genomic selection for genotype performance and environmental stability in Coffea canephora
por: Adunola, Paul, et al.
Publicado: (2023)

The look ahead trace back optimizer for genomic selection under transparent and opaque simulators
por: Amini, Fatemeh, et al.
Publicado: (2021)

Effects of Different Strategies for Exploiting Genomic Selection in Perennial Ryegrass Breeding Programs
por: Esfandyari, Hadi, et al.
Publicado: (2020)

Results from rapid-cycle recurrent genomic selection in spring bread wheat
por: Dreisigacker, Susanne, et al.
Publicado: (2023)

Genomic Selection for Yield and Seed Composition Traits Within an Applied Soybean Breeding Program
por: Stewart-Brown, Benjamin B., et al.
Publicado: (2019)

Application of Low Coverage Genotyping by Sequencing in Selectively Bred Arctic Charr (Salvelinus alpinus)
por: Palaiokostas, Christos, et al.
Publicado: (2020)

Comparison of genomic-enabled cross selection criteria for the improvement of inbred line breeding populations
por: Danguy des Déserts, Alice, et al.
Publicado: (2023)

Efficiency of a Constrained Linear Genomic Selection Index To Predict the Net Genetic Merit in Plants
por: Cerón-Rojas, J. Jesus, et al.
Publicado: (2019)

Combined Multistage Linear Genomic Selection Indices To Predict the Net Genetic Merit in Plant Breeding
por: Cerón-Rojas, J. Jesus, et al.
Publicado: (2020)

Usefulness Criterion and Post-selection Parental Contributions in Multi-parental Crosses: Application to Polygenic Trait Introgression
por: Allier, Antoine, et al.
Publicado: (2019)

Genome-Wide Association Study of Yield Component Traits in Intermediate Wheatgrass and Implications in Genomic Selection and Breeding
por: Bajgain, Prabin, et al.
Publicado: (2019)

The long-term effects of genomic selection: 2. Changes in allele frequencies of causal loci and new mutations
por: Wientjes, Yvonne C J, et al.
Publicado: (2023)

Phenomic Selection Is a Low-Cost and High-Throughput Method Based on Indirect Predictions: Proof of Concept on Wheat and Poplar
por: Rincent, Renaud, et al.
Publicado: (2018)

A Multiple-Trait Bayesian Variable Selection Regression Method for Integrating Phenotypic Causal Networks in Genome-Wide Association Studies
por: Wang, Zigui, et al.
Publicado: (2020)

Optimized Genetic Testing for Polledness in Multiple Breeds of Cattle
por: Randhawa, Imtiaz A. S., et al.
Publicado: (2019)

Training Population Optimization for Prediction of Cassava Brown Streak Disease Resistance in West African Clones
por: Ozimati, Alfred, et al.
Publicado: (2018)

Improving Prediction Accuracy Using Multi-allelic Haplotype Prediction and Training Population Optimization in Wheat
por: Sallam, Ahmad H., et al.
Publicado: (2020)

High-Throughput Genome-Wide Genotyping To Optimize the Use of Natural Genetic Resources in the Grassland Species Perennial Ryegrass (Lolium perenne L.)
por: Keep, Thomas, et al.
Publicado: (2020)

(Quasi) multitask support vector regression with heuristic hyperparameter optimization for whole-genome prediction of complex traits: a case study with carcass traits in broilers
por: Alves, Anderson Antonio Carvalho, et al.
Publicado: (2023)

Genotype Imputation in Winter Wheat Using First-Generation Haplotype Map SNPs Improves Genome-Wide Association Mapping and Genomic Prediction of Traits
por: Nyine, Moses, et al.
Publicado: (2018)

Novel Bayesian Networks for Genomic Prediction of Developmental Traits in Biomass Sorghum
por: dos Santos, Jhonathan P. R., et al.
Publicado: (2019)

Prediction of Subgenome Additive and Interaction Effects in Allohexaploid Wheat
por: Santantonio, Nicholas, et al.
Publicado: (2018)

Extensions of BLUP Models for Genomic Prediction in Heterogeneous Populations: Application in a Diverse Switchgrass Sample
por: Ramstein, Guillaume P., et al.
Publicado: (2019)

The Role of Standing Variation in the Evolution of Weedines Traits in South Asian Weedy Rice (Oryza spp.)
por: Huang, Zhongyun, et al.
Publicado: (2018)

Genomic Prediction Using Multi-trait Weighted GBLUP Accounting for Heterogeneous Variances and Covariances Across the Genome
por: Karaman, Emre, et al.
Publicado: (2018)

Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits
por: Montesinos-López, Osval A., et al.
Publicado: (2018)

Multi-environment Genomic Prediction of Plant Traits Using Deep Learners With Dense Architecture
por: Montesinos-López, Abelardo, et al.
Publicado: (2018)

Joint Use of Genome, Pedigree, and Their Interaction with Environment for Predicting the Performance of Wheat Lines in New Environments
por: Howard, Réka, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_oc18l5tl7acvihdosn5tsqnivq