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A toolkit to rapidly modify root systems through single plant selection

BACKGROUND: The incorporation of root traits into elite germplasm is typically a slow process. Thus, innovative approaches are required to accelerate research and pre-breeding programs targeting root traits to improve yield stability in different environments and soil types. Marker-assisted selectio...

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Autores principales: Rambla, Charlotte, Van Der Meer, Sarah, Voss-Fels, Kai P., Makhoul, Manar, Obermeier, Christian, Snowdon, Rod, Ober, Eric S., Watt, Michelle, Alahmad, Samir, Hickey, Lee T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8750989/
https://www.ncbi.nlm.nih.gov/pubmed/35012581
http://dx.doi.org/10.1186/s13007-021-00834-2
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author Rambla, Charlotte
Van Der Meer, Sarah
Voss-Fels, Kai P.
Makhoul, Manar
Obermeier, Christian
Snowdon, Rod
Ober, Eric S.
Watt, Michelle
Alahmad, Samir
Hickey, Lee T.
author_facet Rambla, Charlotte
Van Der Meer, Sarah
Voss-Fels, Kai P.
Makhoul, Manar
Obermeier, Christian
Snowdon, Rod
Ober, Eric S.
Watt, Michelle
Alahmad, Samir
Hickey, Lee T.
author_sort Rambla, Charlotte
collection PubMed
description BACKGROUND: The incorporation of root traits into elite germplasm is typically a slow process. Thus, innovative approaches are required to accelerate research and pre-breeding programs targeting root traits to improve yield stability in different environments and soil types. Marker-assisted selection (MAS) can help to speed up the process by selecting key genes or quantitative trait loci (QTL) associated with root traits. However, this approach is limited due to the complex genetic control of root traits and the limited number of well-characterised large effect QTL. Coupling MAS with phenotyping could increase the reliability of selection. Here we present a useful framework to rapidly modify root traits in elite germplasm. In this wheat exemplar, a single plant selection (SPS) approach combined three main elements: phenotypic selection (in this case for seminal root angle); MAS using KASP markers (targeting a root biomass QTL); and speed breeding to accelerate each cycle. RESULTS: To develop a SPS approach that integrates non-destructive screening for seminal root angle and root biomass, two initial experiments were conducted. Firstly, we demonstrated that transplanting wheat seedlings from clear pots (for seminal root angle assessment) into sand pots (for root biomass assessment) did not impact the ability to differentiate genotypes with high and low root biomass. Secondly, we demonstrated that visual scores for root biomass were correlated with root dry weight (r = 0.72), indicating that single plants could be evaluated for root biomass in a non-destructive manner. To highlight the potential of the approach, we applied SPS in a backcrossing program which integrated MAS and speed breeding for the purpose of rapidly modifying the root system of elite bread wheat line Borlaug100. Bi-directional selection for root angle in segregating generations successfully shifted the mean root angle by 30° in the subsequent generation (P ≤ 0.05). Within 18 months, BC(2)F(4):F(5) introgression lines were developed that displayed a full range of root configurations, while retaining similar above-ground traits to the recurrent parent. Notably, the seminal root angle displayed by introgression lines varied more than 30° compared to the recurrent parent, resulting in lines with both narrow and wide root angles, and high and low root biomass phenotypes. CONCLUSION: The SPS approach enables researchers and plant breeders to rapidly manipulate root traits of future crop varieties, which could help improve productivity in the face of increasing environmental fluctuations. The newly developed elite wheat lines with modified root traits provide valuable materials to study the value of different root systems to support yield in different environments and soil types. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13007-021-00834-2.
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spelling pubmed-87509892022-01-11 A toolkit to rapidly modify root systems through single plant selection Rambla, Charlotte Van Der Meer, Sarah Voss-Fels, Kai P. Makhoul, Manar Obermeier, Christian Snowdon, Rod Ober, Eric S. Watt, Michelle Alahmad, Samir Hickey, Lee T. Plant Methods Methodology BACKGROUND: The incorporation of root traits into elite germplasm is typically a slow process. Thus, innovative approaches are required to accelerate research and pre-breeding programs targeting root traits to improve yield stability in different environments and soil types. Marker-assisted selection (MAS) can help to speed up the process by selecting key genes or quantitative trait loci (QTL) associated with root traits. However, this approach is limited due to the complex genetic control of root traits and the limited number of well-characterised large effect QTL. Coupling MAS with phenotyping could increase the reliability of selection. Here we present a useful framework to rapidly modify root traits in elite germplasm. In this wheat exemplar, a single plant selection (SPS) approach combined three main elements: phenotypic selection (in this case for seminal root angle); MAS using KASP markers (targeting a root biomass QTL); and speed breeding to accelerate each cycle. RESULTS: To develop a SPS approach that integrates non-destructive screening for seminal root angle and root biomass, two initial experiments were conducted. Firstly, we demonstrated that transplanting wheat seedlings from clear pots (for seminal root angle assessment) into sand pots (for root biomass assessment) did not impact the ability to differentiate genotypes with high and low root biomass. Secondly, we demonstrated that visual scores for root biomass were correlated with root dry weight (r = 0.72), indicating that single plants could be evaluated for root biomass in a non-destructive manner. To highlight the potential of the approach, we applied SPS in a backcrossing program which integrated MAS and speed breeding for the purpose of rapidly modifying the root system of elite bread wheat line Borlaug100. Bi-directional selection for root angle in segregating generations successfully shifted the mean root angle by 30° in the subsequent generation (P ≤ 0.05). Within 18 months, BC(2)F(4):F(5) introgression lines were developed that displayed a full range of root configurations, while retaining similar above-ground traits to the recurrent parent. Notably, the seminal root angle displayed by introgression lines varied more than 30° compared to the recurrent parent, resulting in lines with both narrow and wide root angles, and high and low root biomass phenotypes. CONCLUSION: The SPS approach enables researchers and plant breeders to rapidly manipulate root traits of future crop varieties, which could help improve productivity in the face of increasing environmental fluctuations. The newly developed elite wheat lines with modified root traits provide valuable materials to study the value of different root systems to support yield in different environments and soil types. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13007-021-00834-2. BioMed Central 2022-01-10 /pmc/articles/PMC8750989/ /pubmed/35012581 http://dx.doi.org/10.1186/s13007-021-00834-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Methodology
Rambla, Charlotte
Van Der Meer, Sarah
Voss-Fels, Kai P.
Makhoul, Manar
Obermeier, Christian
Snowdon, Rod
Ober, Eric S.
Watt, Michelle
Alahmad, Samir
Hickey, Lee T.
A toolkit to rapidly modify root systems through single plant selection
title A toolkit to rapidly modify root systems through single plant selection
title_full A toolkit to rapidly modify root systems through single plant selection
title_fullStr A toolkit to rapidly modify root systems through single plant selection
title_full_unstemmed A toolkit to rapidly modify root systems through single plant selection
title_short A toolkit to rapidly modify root systems through single plant selection
title_sort toolkit to rapidly modify root systems through single plant selection
topic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8750989/
https://www.ncbi.nlm.nih.gov/pubmed/35012581
http://dx.doi.org/10.1186/s13007-021-00834-2
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