An appropriate genetic approach for improving reproductive traits in crossbred Thai–Holstein cattle under heat stress conditions

A Fathoni, W Boonkum, V Chankitisakul… - Veterinary …, 2022 - mdpi.com
Thailand is a tropical country affected by global climate change and has high temperatures
and humidity that cause heat stress in livestock. A temperature–humidity index (THI) is …

Challenges in pea breeding for tolerance to drought: Status and prospects

M Bagheri, CS Santos, D Rubiales… - Annals of Applied …, 2023 - Wiley Online Library
Drought is increasingly frequent in the context of climate change and is considered a major
constraint for crop yield. Water scarcity can impair growth, disturb plant water relations and …

The “new synthesis”

NH Barton - Proceedings of the National Academy of …, 2022 - National Acad Sciences
When Mendel's work was rediscovered in 1900, and extended to establish classical
genetics, it was initially seen in opposition to Darwin's theory of evolution by natural …

Harnessing underutilized gene bank diversity and genomic prediction of cross usefulness to enhance resistance to Phytophthora cactorum in strawberry

NP Jiménez, MJ Feldmann, RA Famula… - The plant …, 2023 - Wiley Online Library
The development of strawberry (Fragaria× ananassa Duchesne ex Rozier) cultivars resistant
to Phytophthora crown rot (PhCR), a devastating disease caused by the soil‐borne …

Cross‐validation of best linear unbiased predictions of breeding values using an efficient leave‐one‐out strategy

J Cheng, JCM Dekkers… - Journal of Animal …, 2021 - Wiley Online Library
Empirical estimates of the accuracy of estimates of breeding values (EBV) can be obtained
by cross‐validation. Leave‐one‐out cross‐validation (LOOCV) is an extreme case of k‐fold …

Integrating a growth degree-days based reaction norm methodology and multi-trait modeling for genomic prediction in wheat

MA Raffo, P Sarup, JR Andersen, J Orabi… - Frontiers in Plant …, 2022 - frontiersin.org
Multi-trait and multi-environment analyses can improve genomic prediction by exploiting
between-trait correlations and genotype-by-environment interactions. In the context of …

Long-term impact of genomic selection on genetic gain using different SNP density

X Zheng, T Zhang, T Wang, Q Niu, J Wu, Z Wang… - Agriculture, 2022 - mdpi.com
Genomic selection (GS) has been widely used in livestock breeding. However, the long-term
impact of GS on genetic gain, as well as inbreeding levels, has not been fully explored in …

An Optimal Model to Improve Genomic Prediction for Protein Content and Test Weight in a Diverse Spring Wheat Panel

P Joshi, GS Dhillon, Y Gao, A Kaur, J Wheeler, J Chen - Agriculture, 2024 - mdpi.com
In recent years, genomic selection has been widely used in plant breeding to increase
genetic gain. Selections are based on breeding values of each genotype estimated using …

Evolution of genetics organisations' strategies through the implementation of genomic selection: Learnings and prospects

R Banks - Agriculture, 2022 - mdpi.com
Since its initial description in 2001, and with falling costs of genotyping, genomic selection
has been implemented in a wide range of species. Theory predicts that the genomic …

Optimising desired gain indices to maximise selection response

R Joukhadar, Y Li, R Thistlethwaite… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction In plant breeding, we often aim to improve multiple traits at once. However,
without knowing the economic value of each trait, it is hard to decide which traits to focus on …