Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction

The need for sustainable intensification of agriculture in the coming decades requires a reduction in nitrogen (N) fertilization. One opportunity to reduce N application rates without major losses in yield is breeding for nutrient efficient crops. A key parameter that influences nutrient uptake efficiency is the root system architecture (RSA). To explore the impact of N availability on RSA and to investigate the impact of the growth environment, a diverse set of 36 inbred dent maize lines crossed to the inbred flint line UH007 as a tester was evaluated for N-response over 2 years on three different sites. RSA was investigated by excavating and imaging of the root crowns followed by image analysis with REST software. Despite strong site and year effects, trait heritability was generally high. Root traits showing the greatest heritability (> 0.7) were the width of the root stock, indicative of the horizontal expansion, and the fill factor, a measure of the density of the root system. Heritabilities were in a similar range under high or low N application. Under N deficiency the root stock size decreased, the horizontal expansion decreased and the root stock became less dense. However, there was little differential response of the genotypes to low N availability. Thus, the assessed root traits were more constitutively expressed rather than showing genotype-specific plasticity to low N. In contrast, strong differences were observed for ‘stay green’ and silage yield, indicating that these highly heritable traits are good indicators for responsiveness to low N.

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Bibliographic Details
Main Authors: Le Marié, Chantal A., York, Larry M., Strigens, Alexandre, Malosetti, Marcos, Camp, Karl Heinz, Giuliani, Silvia, Lynch, Jonathan P., Hund, Andreas
Format: Article/Letter to editor biblioteca
Language:English
Subjects:Abiotic stress, Genotype environment interaction, Heritability, Nitrogen, Root system architecture, Shovelomics,
Online Access:https://research.wur.nl/en/publications/shovelomics-root-traits-assessed-on-the-euroot-maize-panel-are-hi
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spelling dig-wur-nl-wurpubs-5580522025-01-16 Le Marié, Chantal A. York, Larry M. Strigens, Alexandre Malosetti, Marcos Camp, Karl Heinz Giuliani, Silvia Lynch, Jonathan P. Hund, Andreas Article/Letter to editor Euphytica 215 (2019) 10 ISSN: 0014-2336 Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction 2019 The need for sustainable intensification of agriculture in the coming decades requires a reduction in nitrogen (N) fertilization. One opportunity to reduce N application rates without major losses in yield is breeding for nutrient efficient crops. A key parameter that influences nutrient uptake efficiency is the root system architecture (RSA). To explore the impact of N availability on RSA and to investigate the impact of the growth environment, a diverse set of 36 inbred dent maize lines crossed to the inbred flint line UH007 as a tester was evaluated for N-response over 2 years on three different sites. RSA was investigated by excavating and imaging of the root crowns followed by image analysis with REST software. Despite strong site and year effects, trait heritability was generally high. Root traits showing the greatest heritability (> 0.7) were the width of the root stock, indicative of the horizontal expansion, and the fill factor, a measure of the density of the root system. Heritabilities were in a similar range under high or low N application. Under N deficiency the root stock size decreased, the horizontal expansion decreased and the root stock became less dense. However, there was little differential response of the genotypes to low N availability. Thus, the assessed root traits were more constitutively expressed rather than showing genotype-specific plasticity to low N. In contrast, strong differences were observed for ‘stay green’ and silage yield, indicating that these highly heritable traits are good indicators for responsiveness to low N. en application/pdf https://research.wur.nl/en/publications/shovelomics-root-traits-assessed-on-the-euroot-maize-panel-are-hi 10.1007/s10681-019-2472-8 https://edepot.wur.nl/510822 Abiotic stress Genotype environment interaction Heritability Nitrogen Root system architecture Shovelomics https://creativecommons.org/licenses/by/4.0/ Wageningen University & Research
institution WUR NL
collection DSpace
country Países bajos
countrycode NL
component Bibliográfico
access En linea
databasecode dig-wur-nl
tag biblioteca
region Europa del Oeste
libraryname WUR Library Netherlands
language English
topic Abiotic stress
Genotype environment interaction
Heritability
Nitrogen
Root system architecture
Shovelomics
Abiotic stress
Genotype environment interaction
Heritability
Nitrogen
Root system architecture
Shovelomics
spellingShingle Abiotic stress
Genotype environment interaction
Heritability
Nitrogen
Root system architecture
Shovelomics
Abiotic stress
Genotype environment interaction
Heritability
Nitrogen
Root system architecture
Shovelomics
Le Marié, Chantal A.
York, Larry M.
Strigens, Alexandre
Malosetti, Marcos
Camp, Karl Heinz
Giuliani, Silvia
Lynch, Jonathan P.
Hund, Andreas
Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
description The need for sustainable intensification of agriculture in the coming decades requires a reduction in nitrogen (N) fertilization. One opportunity to reduce N application rates without major losses in yield is breeding for nutrient efficient crops. A key parameter that influences nutrient uptake efficiency is the root system architecture (RSA). To explore the impact of N availability on RSA and to investigate the impact of the growth environment, a diverse set of 36 inbred dent maize lines crossed to the inbred flint line UH007 as a tester was evaluated for N-response over 2 years on three different sites. RSA was investigated by excavating and imaging of the root crowns followed by image analysis with REST software. Despite strong site and year effects, trait heritability was generally high. Root traits showing the greatest heritability (> 0.7) were the width of the root stock, indicative of the horizontal expansion, and the fill factor, a measure of the density of the root system. Heritabilities were in a similar range under high or low N application. Under N deficiency the root stock size decreased, the horizontal expansion decreased and the root stock became less dense. However, there was little differential response of the genotypes to low N availability. Thus, the assessed root traits were more constitutively expressed rather than showing genotype-specific plasticity to low N. In contrast, strong differences were observed for ‘stay green’ and silage yield, indicating that these highly heritable traits are good indicators for responsiveness to low N.
format Article/Letter to editor
topic_facet Abiotic stress
Genotype environment interaction
Heritability
Nitrogen
Root system architecture
Shovelomics
author Le Marié, Chantal A.
York, Larry M.
Strigens, Alexandre
Malosetti, Marcos
Camp, Karl Heinz
Giuliani, Silvia
Lynch, Jonathan P.
Hund, Andreas
author_facet Le Marié, Chantal A.
York, Larry M.
Strigens, Alexandre
Malosetti, Marcos
Camp, Karl Heinz
Giuliani, Silvia
Lynch, Jonathan P.
Hund, Andreas
author_sort Le Marié, Chantal A.
title Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
title_short Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
title_full Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
title_fullStr Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
title_full_unstemmed Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
title_sort shovelomics root traits assessed on the euroot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction
url https://research.wur.nl/en/publications/shovelomics-root-traits-assessed-on-the-euroot-maize-panel-are-hi
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