Genetic dissection of grain elements predicted by hyperspectral imaging associated with yield-related traits in a wild barley NAM population

Copyright © 2019 The Authors. Published by Elsevier B.V. All rights reserved.

Bibliographische Detailangaben
Veröffentlicht in:Plant science : an international journal of experimental plant biology. - 1985. - 285(2019) vom: 17. Aug., Seite 151-164
1. Verfasser: Herzig, Paul (VerfasserIn)
Weitere Verfasser: Backhaus, Andreas, Seiffert, Udo, von Wirén, Nicolaus, Pillen, Klaus, Maurer, Andreas
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:Plant science : an international journal of experimental plant biology
Schlagworte:Journal Article Barley (Hordeum vulgare ssp. vulgare) Biofortification Genome-wide association study (GWAS) Hyperspectral imaging (HSI) Nested association mapping (NAM) Wild barley (Hordeum vulgare ssp. spontaneum)
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100 1 |a Herzig, Paul  |e verfasserin  |4 aut 
245 1 0 |a Genetic dissection of grain elements predicted by hyperspectral imaging associated with yield-related traits in a wild barley NAM population 
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500 |a Date Revised 30.09.2020 
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500 |a Citation Status MEDLINE 
520 |a Copyright © 2019 The Authors. Published by Elsevier B.V. All rights reserved. 
520 |a Enhancing the accumulation of essential mineral elements in cereal grains is of prime importance for combating human malnutrition. Biofortification by breeding holds great potential for improving nutrient accumulation in grains. However, conventional breeding approaches require element analysis of many grain samples, which causes high costs. Here we applied hyperspectral imaging to estimate the concentration of 15 grain elements (C, B, Ca, Cd, Cu, Fe, K, Mg, Mn, Mo, N, Na, P, S, Zn) in high-throughput in the wild barley nested association mapping (NAM) population HEB-25, comprising 1,420 BC1S3 lines derived from crossing 25 wild barley accessions with the cultivar 'Barke'. Nutrient concentrations varied largely with a multitude of lines having higher micronutrient concentration than 'Barke'. In a genome-wide association study (GWAS), we located 75 quantitative trait locus (QTL) hotspots, whereof many could be explained by major genes such as NO APICAL MERISTEM-1 (NAM-1) and PHOTOPERIOD 1 (Ppd-H1). The GWAS approach revealed exotic alleles that were able to increase grain element concentrations. Remarkably, a QTL linked to GIBBERELLIN 20 OXIDASE 2 (HvGA20ox2) significantly increased several grain elements without yield loss. We conclude that introgressing promising exotic alleles into elite breeding material can assist in improving the nutritional value of barley grains 
650 4 |a Journal Article 
650 4 |a Barley (Hordeum vulgare ssp. vulgare) 
650 4 |a Biofortification 
650 4 |a Genome-wide association study (GWAS) 
650 4 |a Hyperspectral imaging (HSI) 
650 4 |a Nested association mapping (NAM) 
650 4 |a Wild barley (Hordeum vulgare ssp. spontaneum) 
700 1 |a Backhaus, Andreas  |e verfasserin  |4 aut 
700 1 |a Seiffert, Udo  |e verfasserin  |4 aut 
700 1 |a von Wirén, Nicolaus  |e verfasserin  |4 aut 
700 1 |a Pillen, Klaus  |e verfasserin  |4 aut 
700 1 |a Maurer, Andreas  |e verfasserin  |4 aut 
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773 1 8 |g volume:285  |g year:2019  |g day:17  |g month:08  |g pages:151-164 
856 4 0 |u http://dx.doi.org/10.1016/j.plantsci.2019.05.008  |3 Volltext 
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