G2P Provides an Integrative Environment for Multi-model genomic selection analysis to improve genotype-to-phenotype prediction

• Published in: Frontiers in plant science Vol. 14; p. 1207139
• Main Authors: Wang, Qian, Jiang, Shan, Li, Tong, Qiu, Zhixu, Yan, Jun, Fu, Ran, Ma, Chuang, Wang, Xiangfeng, Jiang, Shuqin, Cheng, Qian
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 04.08.2023
• Subjects: crop breeding; genomic selection; genotype-to-phenotype prediction; multi-model integration; Plant Science; singularity container

Genotype-to-phenotype (G2P) prediction has become a mainstream paradigm to facilitate genomic selection (GS)-assisted breeding in the seed industry. Many methods have been introduced for building GS models, but their prediction precision may vary depending on species and specific traits. Therefore,...