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Large-scale analysis of combining ability and heterosis for development of hybrid maize breeding strategies using diverse germplasm resources

Creator: Kanchao Yu
Creator: Hui Wang
Creator: Xiaogang Liu
Creator: Cheng Xu
Creator: Zhiwei Li
Creator: Xiaojie Xu
Creator: Jiacheng Liu
Creator: Zhenhua Wang
Creator: Yunbi Xu
Year: 2020
URI: https://hdl.handle.net/10883/21220
Language: English
Publisher: Frontiers
Copyright: CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose
Type: Article
Place of Publication: Switzerland
Volume: 11
DOI: 10.3389/fpls.2020.00660
Description: Understanding combining ability and heterosis among diverse maize germplasm resources is important for breeding hybrid maize (Zea mays L.). Using 28 temperate and 23 tropical maize inbreds that represent different ecotypes and worldwide diversity of maize germplasm, we first developed a large-scale multiple-hybrid population (MHP) with 724 hybrids, which could be divided into three subsets, 325 temperate diallel hybrids and 136 tropical diallel hybrids generated in Griffing IV, and 263 temperate by tropical hybrids generated in NCD II. All the parental lines and hybrids were evaluated for 11 traits in replicated tests across two locations and three years. Several widely used inbreds showed strong general combining ability (GCA), and their derived hybrids showed strong specific combining ability (SCA). Heterosis is a quantifiable, trait-dependent and environment-specific phenotype, and the response of parental lines and their hybrids to environments resulted in various levels of heterosis. For all the tested traits except plant height and hundred grain weight (HGW), NCD II (temperate × tropical) hybrids showed higher average heterosis than the temperate and tropical diallel hybrids, with higher hybrid performance for ear length, ear diameter, and HGW. Tropical maize germplasm can be used to improve the yield potential for temperate lines. Grain number per row and grain number per ear were two most important traits that determined yield heterosis, which can be used as direct selection criteria for yield heterosis. The hybrids from heterotic groups, Reid × SPT, Reid × LRC, SPT × PA, and Lancaster × LRC, contributed highly significant positive SCA effects and strong heterosis to yield-related traits, and the heterotic patterns identified in this study were potentially useful for commercial maize breeding. Heterosis was more significantly and positively correlated with SCA than GCA, indicating that SCA can be used in heterosis prediction to develop potential hybrids in commercial maize breeding. The results of the present study not only contribute to developing breeding strategies, but also improve targeted breeding efficiency by using both temperate and tropical maize to broaden genetic basis. Large sets of parental lines with available genotypic information can be shared and used in worldwide hybrid breeding programs through an open-source breeding strategy. Potential applications of the reported results in developing hybrid maize breeding strategies were also discussed.
Agrovoc: MAIZE
Agrovoc: HYBRIDS
Agrovoc: HETEROSIS
Agrovoc: COMBINING ABILITY
Related Datasets: https://figshare.com/collections/Large-Scale_Analysis_of_Combining_Ability_and_Heterosis_for_Development_of_Hybrid_Maize_Breeding_Strategies_Using_Diverse_Germplasm_Resources/5001416
ISSN: 1664-462X
Journal: Frontiers in Plant Science
Article number: 660


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  • Maize
    Maize breeding, phytopathology, entomology, physiology, quality, and biotech

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