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] Integrated genomic selection for rapid improvement of crops

G Krishnappa, S Savadi, BS Tyagi, SK Singh… - Genomics, 2021 - Elsevier
An increase in the rate of crop improvement is essential for achieving sustained food
production and other needs of ever-increasing population. Genomic selection (GS) is a …

Plant breeding for harmony between sustainable agriculture, the environment, and global food security: an era of genomics‐assisted breeding

A Hafeez, B Ali, MA Javed, A Saleem, M Fatima, A Fathi… - Planta, 2023 - Springer
Main conclusion Genomics-assisted breeding represents a crucial frontier in enhancing the
balance between sustainable agriculture, environmental preservation, and global food …

Performance of Bayesian and BLUP alphabets for genomic prediction: analysis, comparison and results

PK Meher, S Rustgi, A Kumar - Heredity, 2022 - nature.com
We evaluated the performances of three BLUP and five Bayesian methods for genomic
prediction by using nine actual and 54 simulated datasets. The genomic prediction accuracy …

Genomic selection for target traits in the Australian lentil breeding program

A Gebremedhin, Y Li, ASK Shunmugam… - Frontiers in Plant …, 2024 - frontiersin.org
Genomic selection (GS) uses associations between markers and phenotypes to predict the
breeding values of individuals. It can be applied early in the breeding cycle to reduce the …

Genomics‐assisted lentil breeding: Current status and future strategies

J Kumar, D Sen Gupta, M Baum, RK Varshney… - Legume …, 2021 - Wiley Online Library
Genomics‐assisted breeding has become a powerful tool to develop high‐yielding climate‐
resilient varieties for adaptation to adverse environmental conditions such as heat and …

Advances in genomic tools for plant breeding: harnessing DNA molecular markers, genomic selection, and genome editing

R Kumar, SP Das, BU Choudhury, A Kumar… - Biological Research, 2024 - Springer
Conventional pre-genomics breeding methodologies have significantly improved crop yields
since the mid-twentieth century. Genomics provides breeders with advanced tools for whole …

Wheat omics: advancements and opportunities

D Sehgal, P Dhakate, H Ambreen, KHB Shaik… - Plants, 2023 - mdpi.com
Plant omics, which includes genomics, transcriptomics, metabolomics and proteomics, has
played a remarkable role in the discovery of new genes and biomolecules that can be …

Intelligent characterization of lentil genetic resources: evolutionary history, genetic diversity of germplasm, and the need for well‐represented collections

A Guerra‐García, T Gioia, E von Wettberg… - Current …, 2021 - Wiley Online Library
The genetic and phenotypic characterization of crops allows us to elucidate their
evolutionary and domestication history, the genetic basis of important traits, and the use of …

Harnessing genetic diversity in the USDA pea germplasm collection through genomic prediction

MAA Bari, P Zheng, I Viera, H Worral, S Szwiec… - Frontiers in …, 2021 - frontiersin.org
Phenotypic evaluation and efficient utilization of germplasm collections can be time-
intensive, laborious, and expensive. However, with the plummeting costs of next-generation …