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Improving maize grain yield under drought stress and non-stress environments in Sub-Saharan Africa using marker-assisted recurrent selection

Author: Beyene, Y.
Author: Semagn, K.
Author: Crossa, J.
Author: Mugo, S.
Author: Atlin, G.
Author: Amsal Tesfaye Tarekegne
Author: Meisel, B.
Author: Sehabiague, P.
Author: Vivek, B.
Author: Oikeh, S.O.
Author: Alvarado, G.
Author: Machida, L.
Author: Olsen, M.
Author: Prasanna, B.M.
Author: Bänziger, M.
Year: 2016
URI: http://hdl.handle.net/10883/16839
Abstract: In marker-assisted recurrent selection (MARS), a subset of molecular markers significantly associated with target traits of interest are used to predict the breeding value of individual plants, followed by rapid recombination and selfing. This study estimated genetic gains in grain yield (GY) using MARS in 10 biparental tropical maize (Zea may L.) populations. In each population, 148 to 184 F2:3 (defined as C0) progenies were derived, crossed with a single-cross tester, and evaluated under water-stressed (WS) and well-watered (WW) environments in sub- Saharan Africa (SSA). The C0 populations were genotyped with 190 to 225 single-nucleotide polymorphism (SNP) markers. A selection index based on marker data and phenotypic data was used for selecting the best C0 families for recombination. Individual plants from selected families were genotyped using 55 to 87 SNPs tagging specific quantitative trait loci (QTL), and the best individuals from each cycle were either intercrossed (to form C1) or selfed (to form C1S1 and C1S2). A genetic gain study was conducted using test crosses of lines from the different cycles F1 and founder parents. Test crosses, along with five commercial hybrid checks were evaluated under four WS and four WW environments. The overall gain for GY using MARS across the 10 populations was 105 kg ha−1 yr−1 under WW and 51 kg ha−1 yr−1 under WS. Across WW environments, GY of C1S2–derived hybrids were 8.7, 5.9, and 16.2% significantly greater than those of C0, founder parents, and commercial checks, respectively. Results demonstrate the potential of MARS for increasing genetic gain under both drought and optimum environments in SSA.
Format: PDF
Language: English
Publisher: Crop Science Society of America (CSSA)
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: Madison, USA
Pages: 344-353
Issue: 1
Volume: 56
DOI: 10.2135/cropsci2015.02.0135
Agrovoc: MAIZE
Agrovoc: DROUGHT STRESS
Agrovoc: QUANTITATIVE TRAIT LOCI
Agrovoc: MARKER-ASSISTED SELECTION
Journal: Crop Science


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

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