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Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping

Soil salinity results in reduced productivity in chickpea. However, breeding for salinity tolerance is challenging because of limited knowledge of the key traits affecting performance under elevated salt and the difficulty of high-throughput phenotyping for large, diverse germplasm collections. This...

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Autores principales: Atieno, Judith, Li, Yongle, Langridge, Peter, Dowling, Kate, Brien, Chris, Berger, Bettina, Varshney, Rajeev K., Sutton, Tim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5430978/
https://www.ncbi.nlm.nih.gov/pubmed/28465574
http://dx.doi.org/10.1038/s41598-017-01211-7
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author Atieno, Judith
Li, Yongle
Langridge, Peter
Dowling, Kate
Brien, Chris
Berger, Bettina
Varshney, Rajeev K.
Sutton, Tim
author_facet Atieno, Judith
Li, Yongle
Langridge, Peter
Dowling, Kate
Brien, Chris
Berger, Bettina
Varshney, Rajeev K.
Sutton, Tim
author_sort Atieno, Judith
collection PubMed
description Soil salinity results in reduced productivity in chickpea. However, breeding for salinity tolerance is challenging because of limited knowledge of the key traits affecting performance under elevated salt and the difficulty of high-throughput phenotyping for large, diverse germplasm collections. This study utilised image-based phenotyping to study genetic variation in chickpea for salinity tolerance in 245 diverse accessions. On average salinity reduced plant growth rate (obtained from tracking leaf expansion through time) by 20%, plant height by 15% and shoot biomass by 28%. Additionally, salinity induced pod abortion and inhibited pod filling, which consequently reduced seed number and seed yield by 16% and 32%, respectively. Importantly, moderate to strong correlation was observed for different traits measured between glasshouse and two field sites indicating that the glasshouse assays are relevant to field performance. Using image-based phenotyping, we measured plant growth rate under salinity and subsequently elucidated the role of shoot ion independent stress (resulting from hydraulic resistance and osmotic stress) in chickpea. Broad genetic variation for salinity tolerance was observed in the diversity panel with seed number being the major determinant for salinity tolerance measured as yield. This study proposes seed number as a selection trait in breeding salt tolerant chickpea cultivars.
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spelling pubmed-54309782017-05-16 Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping Atieno, Judith Li, Yongle Langridge, Peter Dowling, Kate Brien, Chris Berger, Bettina Varshney, Rajeev K. Sutton, Tim Sci Rep Article Soil salinity results in reduced productivity in chickpea. However, breeding for salinity tolerance is challenging because of limited knowledge of the key traits affecting performance under elevated salt and the difficulty of high-throughput phenotyping for large, diverse germplasm collections. This study utilised image-based phenotyping to study genetic variation in chickpea for salinity tolerance in 245 diverse accessions. On average salinity reduced plant growth rate (obtained from tracking leaf expansion through time) by 20%, plant height by 15% and shoot biomass by 28%. Additionally, salinity induced pod abortion and inhibited pod filling, which consequently reduced seed number and seed yield by 16% and 32%, respectively. Importantly, moderate to strong correlation was observed for different traits measured between glasshouse and two field sites indicating that the glasshouse assays are relevant to field performance. Using image-based phenotyping, we measured plant growth rate under salinity and subsequently elucidated the role of shoot ion independent stress (resulting from hydraulic resistance and osmotic stress) in chickpea. Broad genetic variation for salinity tolerance was observed in the diversity panel with seed number being the major determinant for salinity tolerance measured as yield. This study proposes seed number as a selection trait in breeding salt tolerant chickpea cultivars. Nature Publishing Group UK 2017-05-02 /pmc/articles/PMC5430978/ /pubmed/28465574 http://dx.doi.org/10.1038/s41598-017-01211-7 Text en © The Author(s) 2017 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Atieno, Judith
Li, Yongle
Langridge, Peter
Dowling, Kate
Brien, Chris
Berger, Bettina
Varshney, Rajeev K.
Sutton, Tim
Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
title Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
title_full Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
title_fullStr Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
title_full_unstemmed Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
title_short Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
title_sort exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5430978/
https://www.ncbi.nlm.nih.gov/pubmed/28465574
http://dx.doi.org/10.1038/s41598-017-01211-7
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