Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops

N Budhlakoti, AK Kushwaha, A Rai… - Frontiers in …, 2022 - frontiersin.org
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …

[HTML][HTML] Molecular mechanisms controlling grain size and weight and their biotechnological breeding applications in maize and other cereal crops

Y Long, C Wang, C Liu, H Li, A Pu, Z Dong… - Journal of Advanced …, 2023 - Elsevier
Background Cereal crops are a primary energy source for humans. Grain size and weight
affect both evolutionary fitness and grain yield of cereals. Although studies on gene mining …

Genomic Prediction of Agronomic Traits in Common Bean (Phaseolus vulgaris L.) Under Environmental Stress

B Keller, D Ariza-Suarez, J De la Hoz… - Frontiers in Plant …, 2020 - frontiersin.org
In plant and animal breeding, genomic prediction models are established to select new lines
based on genomic data, without the need for laborious phenotyping. Prediction models can …

Genome-wide association analysis and genomic prediction for adult-plant resistance to Septoria tritici blotch and powdery mildew in winter wheat

A Alemu, G Brazauskas, DS Gaikpa… - Frontiers in …, 2021 - frontiersin.org
Septoria tritici blotch (STB) caused by the fungal pathogen Zymoseptoria tritici and powdery
mildew (PM) caused by Blumeria graminis f. sp tritici (Bgt) are among the forefront foliar …

Genomic selection in plant breeding: Key factors shaping two decades of progress

A Alemu, J Åstrand, OA Montesinos-Lopez… - Molecular Plant, 2024 - cell.com
Genomic selection, the application of genomic prediction (GP) models to select candidate
individuals, has significantly advanced in the past two decades, effectively accelerating …

Sequence‐based mapping identifies a candidate transcription repressor underlying awn suppression at the B1 locus in wheat

N DeWitt, M Guedira, E Lauer, M Sarinelli… - New …, 2020 - Wiley Online Library
Awns are stiff, hair‐like structures which grow from the lemmas of wheat (Triticum aestivum)
and other grasses that contribute to photosynthesis and play a role in seed dispersal …

Genetics of resistance to septoria nodorum blotch in wheat

AR Peters Haugrud, Z Zhang, TL Friesen… - Theoretical and Applied …, 2022 - Springer
Septoria nodorum blotch (SNB) is a foliar disease of wheat caused by the necrotrophic
fungal pathogen Parastagonospora nodorum. Research over the last two decades has …

Genomic selection—considerations for successful implementation in wheat breeding programs

DL Larkin, DN Lozada, RE Mason - Agronomy, 2019 - mdpi.com
In order to meet the goal of doubling wheat yield by 2050, breeders must work to improve
breeding program efficiency while also implementing new and improved technologies in …

Training set optimization for sparse phenotyping in genomic selection: A conceptual overview

J Isidro y Sánchez, D Akdemir - Frontiers in Plant Science, 2021 - frontiersin.org
Genomic selection (GS) is becoming an essential tool in breeding programs due to its role in
increasing genetic gain per unit time. The design of the training set (TRS) in GS is one of the …

A comparison of methods for training population optimization in genomic selection

J Fernández-González, D Akdemir… - Theoretical and Applied …, 2023 - Springer
Abstract Key message Maximizing CDmean and Avg_GRM_self were the best criteria for
training set optimization. A training set size of 50–55%(targeted) or 65–85%(untargeted) is …