Article
GA-GBLUP: leveraging the genetic algorithm to improve the predictability of genomic selection.
Briefings in bioinformatics - 25 Jul 2024
Xu Yang, Zhang Yuxiang, Cui Yanru, Zhou Kai, Yu Guangning, Yang Wenyan, Wang Xin, Li Furong, Guan Xiusheng, Zhang Xuecai, Yang Zefeng, Xu Shizhong, Xu Chenwu
Abstract excerpt
Genomic selection (GS) has emerged as an effective technology to accelerate crop hybrid breeding by enabling early selection prior to phenotype collection. Genomic best linear unbiased prediction (GBLUP) is a robust method that has been routinely used in GS breeding programs. However, GBLUP assumes that markers contribute equally to the total genetic variance, which may not be the case. In this study, we...
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