Do lower nitrogen fertilization levels require breeding of different types of cultivars in triticale?
Open Access
- 27 December 2021
- journal article
- research article
- Published by Springer Nature in Theoretical and Applied Genetics
- Vol. 135 (3) , 993-1009
Abstract
Key message: The comparably low genotype-by-nitrogen level interaction suggests that selection in early generations can be done under high-input conditions followed by selection under different nitrogen levels to identify genotypes ideally suited for the target environment. Breeding high-yielding, nitrogen-efficient crops is of utmost importance to achieve greater agricultural sustainability. The aim of this study was to evaluate nitrogen use efficiency (NUE) of triticale, investigate long-term genetic trends and the genetic architecture, and develop strategies for NUE improvement by breeding. For this, we evaluated 450 different triticale genotypes under four nitrogen fertilization levels in multi-environment field trials for grain yield, protein content, starch content and derived indices. Analysis of temporal trends revealed that modern cultivars are better in exploiting the available nitrogen. Genome-wide association mapping revealed a complex genetic architecture with many small-effect QTL and a high level of pleiotropy for NUE-related traits, in line with phenotypic correlations. Furthermore, the effect of some QTL was dependent on the nitrogen fertilization level. High correlations of each trait between N levels and the rather low genotype-by-N-level interaction variance showed that generally the same genotypes perform well over different N levels. Nevertheless, the best performing genotype was always a different one. Thus, selection in early generations can be done under high nitrogen fertilizer conditions as these provide a stronger differentiation, but the final selection in later generations should be conducted with a nitrogen fertilization as in the target environment.Keywords
Funding Information
- Fachagentur Nachwachsende Rohstoffe (22008516, 22008216, 22024515)
- Universität Hohenheim
This publication has 44 references indexed in Scilit:
- Cross‐genome map based dissection of a nitrogen use efficiency ortho‐metaQTL in bread wheat unravels concerted cereal genome evolutionThe Plant Journal, 2011
- The contribution of manure and fertilizer nitrogen to atmospheric nitrous oxide since 1860Nature Geoscience, 2009
- Analysing nitrogen responses of cereals to prioritize routes to the improvement of nitrogen use efficiencyJournal of Experimental Botany, 2009
- Computing Heritability and Selection Response From Unbalanced Plant Breeding TrialsGenetics, 2007
- GenABEL: an R library for genome-wide association analysisBioinformatics, 2007
- The challenge of improving nitrogen use efficiency in crop plants: towards a more central role for genetic variability and quantitative genetics within integrated approachesJournal of Experimental Botany, 2007
- Unravelling environmental and genetic relationships between grain yield and nitrogen concentration for wheatEuropean Journal of Agronomy, 2006
- A unified mixed-model method for association mapping that accounts for multiple levels of relatednessNature Genetics, 2005
- A high-density genetic map of hexaploid wheat (Triticum aestivum L.) from the cross Chinese Spring × SQ1 and its use to compare QTLs for grain yield across a range of environmentsTheoretical and Applied Genetics, 2005
- Soil texture effect on nitrate leaching in soil percolatesCommunications in Soil Science and Plant Analysis, 1994