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Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers

Soil salinity is significant abiotic stress that severely limits global crop production. Chickpea (Cicer arietinum L.) is an important grain legume that plays a substantial role in nutritional food security, especially in the developing world. This study used a chickpea population collected from the...

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Autores principales: Ahmed, Shaimaa Mahmoud, Alsamman, Alsamman Mahmoud, Jighly, Abdulqader, Mubarak, Mohamed Hassan, Al-Shamaa, Khaled, Istanbuli, Tawffiq, Momtaz, Osama Ahmed, El Allali, Achraf, Hamwieh, Aladdin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8635330/
https://www.ncbi.nlm.nih.gov/pubmed/34852014
http://dx.doi.org/10.1371/journal.pone.0260709
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author Ahmed, Shaimaa Mahmoud
Alsamman, Alsamman Mahmoud
Jighly, Abdulqader
Mubarak, Mohamed Hassan
Al-Shamaa, Khaled
Istanbuli, Tawffiq
Momtaz, Osama Ahmed
El Allali, Achraf
Hamwieh, Aladdin
author_facet Ahmed, Shaimaa Mahmoud
Alsamman, Alsamman Mahmoud
Jighly, Abdulqader
Mubarak, Mohamed Hassan
Al-Shamaa, Khaled
Istanbuli, Tawffiq
Momtaz, Osama Ahmed
El Allali, Achraf
Hamwieh, Aladdin
author_sort Ahmed, Shaimaa Mahmoud
collection PubMed
description Soil salinity is significant abiotic stress that severely limits global crop production. Chickpea (Cicer arietinum L.) is an important grain legume that plays a substantial role in nutritional food security, especially in the developing world. This study used a chickpea population collected from the International Center for Agricultural Research in the Dry Area (ICARDA) genebank using the focused identification of germplasm strategy. The germplasm included 186 genotypes with broad Asian and African origins and genotyped with 1856 DArTseq markers. We conducted phenotyping for salinity in the field (Arish, Sinai, Egypt) and greenhouse hydroponic experiments at 100 mM NaCl concentration. Based on the performance in both hydroponic and field experiments, we identified seven genotypes from Azerbaijan and Pakistan (IGs: 70782, 70430, 70764, 117703, 6057, 8447, and 70249) as potential sources for high salinity tolerance. Multi-trait genome-wide association analysis (mtGWAS) detected one locus on chromosome Ca4 at 10618070 bp associated with salinity tolerance under hydroponic and field conditions. In addition, we located another locus specific to the hydroponic system on chromosome Ca2 at 30537619 bp. Gene annotation analysis revealed the location of rs5825813 within the Embryogenesis-associated protein (EMB8-like), while the location of rs5825939 is within the Ribosomal Protein Large P0 (RPLP0). Utilizing such markers in practical breeding programs can effectively improve the adaptability of current chickpea cultivars in saline soil. Moreover, researchers can use our markers to facilitate the incorporation of new genes into commercial cultivars.
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spelling pubmed-86353302021-12-02 Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers Ahmed, Shaimaa Mahmoud Alsamman, Alsamman Mahmoud Jighly, Abdulqader Mubarak, Mohamed Hassan Al-Shamaa, Khaled Istanbuli, Tawffiq Momtaz, Osama Ahmed El Allali, Achraf Hamwieh, Aladdin PLoS One Research Article Soil salinity is significant abiotic stress that severely limits global crop production. Chickpea (Cicer arietinum L.) is an important grain legume that plays a substantial role in nutritional food security, especially in the developing world. This study used a chickpea population collected from the International Center for Agricultural Research in the Dry Area (ICARDA) genebank using the focused identification of germplasm strategy. The germplasm included 186 genotypes with broad Asian and African origins and genotyped with 1856 DArTseq markers. We conducted phenotyping for salinity in the field (Arish, Sinai, Egypt) and greenhouse hydroponic experiments at 100 mM NaCl concentration. Based on the performance in both hydroponic and field experiments, we identified seven genotypes from Azerbaijan and Pakistan (IGs: 70782, 70430, 70764, 117703, 6057, 8447, and 70249) as potential sources for high salinity tolerance. Multi-trait genome-wide association analysis (mtGWAS) detected one locus on chromosome Ca4 at 10618070 bp associated with salinity tolerance under hydroponic and field conditions. In addition, we located another locus specific to the hydroponic system on chromosome Ca2 at 30537619 bp. Gene annotation analysis revealed the location of rs5825813 within the Embryogenesis-associated protein (EMB8-like), while the location of rs5825939 is within the Ribosomal Protein Large P0 (RPLP0). Utilizing such markers in practical breeding programs can effectively improve the adaptability of current chickpea cultivars in saline soil. Moreover, researchers can use our markers to facilitate the incorporation of new genes into commercial cultivars. Public Library of Science 2021-12-01 /pmc/articles/PMC8635330/ /pubmed/34852014 http://dx.doi.org/10.1371/journal.pone.0260709 Text en © 2021 Ahmed et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ahmed, Shaimaa Mahmoud
Alsamman, Alsamman Mahmoud
Jighly, Abdulqader
Mubarak, Mohamed Hassan
Al-Shamaa, Khaled
Istanbuli, Tawffiq
Momtaz, Osama Ahmed
El Allali, Achraf
Hamwieh, Aladdin
Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers
title Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers
title_full Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers
title_fullStr Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers
title_full_unstemmed Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers
title_short Genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on DArTseq markers
title_sort genome-wide association analysis of chickpea germplasms differing for salinity tolerance based on dartseq markers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8635330/
https://www.ncbi.nlm.nih.gov/pubmed/34852014
http://dx.doi.org/10.1371/journal.pone.0260709
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