Integrating high-throughput phenotyping and statistical genomic methods to genetically improve longitudinal traits in crops

FF Moreira, HR Oliveira, JJ Volenec… - Frontiers in Plant …, 2020 - frontiersin.org
The rapid development of remote sensing in agronomic research allows the dynamic nature
of longitudinal traits to be adequately described, which may enhance the genetic …

Genomics-assisted breeding for quantitative disease resistances in small-grain cereals and maize

T Miedaner, ALGC Boeven, DS Gaikpa… - International Journal of …, 2020 - mdpi.com
Generating genomics-driven knowledge opens a way to accelerate the resistance breeding
process by family or population mapping and genomic selection. Important prerequisites are …

Improving the baking quality of bread wheat by genomic selection in early generations

S Michel, C Kummer, M Gallee, J Hellinger… - Theoretical and Applied …, 2018 - Springer
Key message Genomic selection shows great promise for pre-selecting lines with superior
bread baking quality in early generations, 3 years ahead of labour-intensive, time …

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 …

Utilizing genomic selection for wheat population development and improvement

LF Merrick, AW Herr, KS Sandhu, DN Lozada… - Agronomy, 2022 - mdpi.com
Wheat (Triticum aestivum L.) breeding programs can take over a decade to release a new
variety. However, new methods of selection, such as genomic selection (GS), must be …

Predicting genomic selection efficiency to optimize calibration set and to assess prediction accuracy in highly structured populations

R Rincent, A Charcosset, L Moreau - Theoretical and Applied Genetics, 2017 - Springer
Key message We propose a criterion to predict genomic selection efficiency for structured
populations. This criterion is useful to define optimal calibration set and to estimate …

Improving yield and yield stability in winter rye by hybrid breeding

B Hackauf, D Siekmann, FJ Fromme - Plants, 2022 - mdpi.com
Rye is the only cross-pollinating small-grain cereal. The unique reproduction biology results
in an exceptional complexity concerning genetic improvement of rye by breeding. Rye is a …

Prediction of additive, epistatic, and dominance effects using models accounting for incomplete inbreeding in parental lines of hybrid rye and sugar beet

PS Kristensen, P Sarup, D Fé, J Orabi, P Snell… - Frontiers in Plant …, 2023 - frontiersin.org
Genomic models for prediction of additive and non-additive effects within and across
different heterotic groups are lacking for breeding of hybrid crops. In this study, genomic …

Hybrid Breeding in Rye (Secale cereale L.)

T Miedaner, F Laidig - Advances in Plant Breeding Strategies: Cereals …, 2019 - Springer
Rye is a robust and stress-tolerant cereal, grown on 4.4 million hectares, mainly in
Northeastern Europe. Grain yields range, on average, from 2.0 to 5.8 mt ha− 1 on farm level …

Accelerating genetic gains for quantitative resistance to Verticillium wilt through predictive breeding in strawberry

MJ Feldmann, DDA Pincot, MV Vachev… - The Plant …, 2024 - Wiley Online Library
Verticillium wilt (VW), a devastating vascular wilt disease of strawberry (Fragaria× *
ananassa), has caused economic losses for nearly a century. This disease is caused by the …