From markers to genome-based breeding in wheat
A Rasheed, X Xia - Theoretical and Applied Genetics, 2019 - Springer
Key message Recent technological advances in wheat genomics provide new opportunities
to uncover genetic variation in traits of breeding interest and enable genome-based …
to uncover genetic variation in traits of breeding interest and enable genome-based …
Potential of wild relatives of wheat: ideal genetic resources for future breeding programs
A Pour-Aboughadareh, F Kianersi, P Poczai… - Agronomy, 2021 - mdpi.com
Among cereal crops, wheat has been identified as a major source for human food
consumption. Wheat breeders require access to new genetic diversity resources to satisfy …
consumption. Wheat breeders require access to new genetic diversity resources to satisfy …
A deep convolutional neural network approach for predicting phenotypes from genotypes
Main conclusion Deep learning is a promising technology to accurately select individuals
with high phenotypic values based on genotypic data. Abstract Genomic selection (GS) is a …
with high phenotypic values based on genotypic data. Abstract Genomic selection (GS) is a …
Distinct genetic architectures for phenotype means and plasticities in Zea mays
Phenotypic plasticity describes the phenotypic variation of a trait when a genotype is
exposed to different environments. Understanding the genetic control of phenotypic plasticity …
exposed to different environments. Understanding the genetic control of phenotypic plasticity …
Wheat breeding for quality: A historical review
AM Kiszonas, CF Morris - Cereal Chemistry, 2018 - Wiley Online Library
Background and objectives Wheat (Triticum spp. L.) is a leading cereal contributing to the
nourishment of humankind. Since its domestication ca. 12,000 years ago, humans have …
nourishment of humankind. Since its domestication ca. 12,000 years ago, humans have …
Accuracy of genomic selection for grain yield and agronomic traits in soft red winter wheat
Background Genomic selection has the potential to increase genetic gains by using
molecular markers as predictors of breeding values of individuals. This study evaluated the …
molecular markers as predictors of breeding values of individuals. This study evaluated the …
Genomic selection for end-use quality and processing traits in soft white winter wheat breeding program with machine and deep learning models
Simple Summary Wheat (Triticum aestivum L.) breeding programs mainly focus on
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …
improving grain yield, biotic and abiotic stress tolerance, and end-use quality traits. End-use …
Genomic selection and genome-wide association studies for grain protein content stability in a nested association mapping population of wheat
KS Sandhu, PD Mihalyov, MJ Lewien, MO Pumphrey… - Agronomy, 2021 - mdpi.com
Grain protein content (GPC) is controlled by complex genetic systems and their interactions
and is an important quality determinant for hard spring wheat as it has a positive effect on …
and is an important quality determinant for hard spring wheat as it has a positive effect on …
Detection of high-performance wheat genotypes and genetic stability to determine complex interplay between genotypes and environments
Abiotic stress decreases crop production worldwide. In order to recommend suitable
genotypes for cultivation under water deficit and heat stress conditions, an overall …
genotypes for cultivation under water deficit and heat stress conditions, an overall …
Use of genomic selection in breeding rice (Oryza sativa L.) for resistance to rice blast (Magnaporthe oryzae)
M Huang, EG Balimponya, EM Mgonja, LK McHale… - Molecular …, 2019 - Springer
Rice blast (RB), caused by the fungal pathogen Magnaporthe oryzae, is a major disease in
rice (Oryzae sativa L.) with resistance controlled by major and minor genes. Genomic …
rice (Oryzae sativa L.) with resistance controlled by major and minor genes. Genomic …