Genome-wide association mapping and genomic prediction of stalk rot in two mid-altitude tropical maize populations
文献类型: 外文期刊
作者: Song, Junqiao 1 ; Pacheco, Angela 2 ; Alakonya, Amos 2 ; Cruz-Morales, Andrea S. 2 ; Munoz-Zavala, Carlos 2 ; Qu, Jingtao 4 ; Wang, Chunping 1 ; Zhang, Xuecai 2 ; San Vicente, Felix 2 ; Dhliwayo, Thanda 2 ;
作者机构: 1.Henan Univ Sci & Technol, Coll Agron, Luoyang 471000, Henan, Peoples R China
2.Int Maize & Wheat Improvement Ctr CIMMYT, El Batan, Mexico
3.Anyang Acad Agr Sci, Anyang 455000, Henan, Peoples R China
4.Shanghai Acad Agr Sci, Crop Breeding Cultivat Res Inst, CIMMYT China Specialty Maize Res Ctr, Shanghai, Peoples R China
关键词: Maize stalk rot; Genome-wide association mapping; Haplotype analysis; Genomic prediction; G x E interaction
期刊名称:CROP JOURNAL ( 影响因子:6.0; 五年影响因子:5.6 )
ISSN: 2095-5421
年卷期: 2024 年 12 卷 2 期
页码:
收录情况: SCI
摘要: Maize stalk rot reduces grain yield and quality. Information about the genetics of resistance to maize stalk rot could help breeders design effective breeding strategies for the trait. Genomic prediction may be a more effective breeding strategy for stalk-rot resistance than marker-assisted selection. We performed a genome-wide association study (GWAS) and genomic prediction of resistance in testcross hybrids of 677 inbred lines from the Tuxpe & ntilde;o and non-Tuxpe & ntilde;o heterotic pools grown in three environments and genotyped with 200,681 single-nucleotide polymorphisms (SNPs). Eighteen SNPs associated with stalk rot shared genomic regions with gene families previously associated with plant biotic and abiotic responses. More favorable SNP haplotypes traced to tropical than to temperate progenitors of the inbred lines. Incorporating genotype-by-environment (G x E) interaction increased genomic prediction accuracy. (c) 2024 Crop Science Society of China and Institute of Crop Science, CAAS. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. This is an open access article under the CC BY-NCND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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