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Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions
In the present study, we estimated genetic diversity and population structure in 186 accessions of Triticum and Aegilops species using 24 simple sequence repeat markers (SSR). Furthermore, an association analysis was performed for antioxidant activities, including guaiacol peroxidase (GPX), ascorbat...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9408274/ https://www.ncbi.nlm.nih.gov/pubmed/36011403 http://dx.doi.org/10.3390/genes13081491 |
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author | Pour-Aboughadareh, Alireza Jadidi, Omid Shooshtari, Lia Poczai, Peter Mehrabi, Ali Ashraf |
author_facet | Pour-Aboughadareh, Alireza Jadidi, Omid Shooshtari, Lia Poczai, Peter Mehrabi, Ali Ashraf |
author_sort | Pour-Aboughadareh, Alireza |
collection | PubMed |
description | In the present study, we estimated genetic diversity and population structure in 186 accessions of Triticum and Aegilops species using 24 simple sequence repeat markers (SSR). Furthermore, an association analysis was performed for antioxidant activities, including guaiacol peroxidase (GPX), ascorbate peroxidase (APX), peroxidase (POX), catalase (CAT), and dry matter (DM) under two control and drought stress conditions. Our findings showed that drought treatment significantly decreased DM, whereas activities of all antioxidant enzymes were increased compared to the control conditions. The results of correlation analysis indicated that, under drought stress conditions, all biochemical traits had a positive and significant association with each other and with dry matter. In the molecular section, the results of the analysis of molecular variance (AMOVA) indicated that the molecular variation within species is more than within them. The dendrogram obtained by cluster analysis showed that grouping the investigated accessions was in accordance with their genomic constitutions. The results of association analysis revealed 8 and 9 significant marker–trait associations (MTA) under control and drought stress conditions, respectively. Among identified MTAs, two associations were simultaneously found in both growing conditions. Moreover, several SSR markers were associated with multiple traits across both conditions. In conclusion, our results could provide worthwhile information regarding marker-assisted selection for the activity of antioxidant enzymes in future breeding programs. |
format | Online Article Text |
id | pubmed-9408274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94082742022-08-26 Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions Pour-Aboughadareh, Alireza Jadidi, Omid Shooshtari, Lia Poczai, Peter Mehrabi, Ali Ashraf Genes (Basel) Article In the present study, we estimated genetic diversity and population structure in 186 accessions of Triticum and Aegilops species using 24 simple sequence repeat markers (SSR). Furthermore, an association analysis was performed for antioxidant activities, including guaiacol peroxidase (GPX), ascorbate peroxidase (APX), peroxidase (POX), catalase (CAT), and dry matter (DM) under two control and drought stress conditions. Our findings showed that drought treatment significantly decreased DM, whereas activities of all antioxidant enzymes were increased compared to the control conditions. The results of correlation analysis indicated that, under drought stress conditions, all biochemical traits had a positive and significant association with each other and with dry matter. In the molecular section, the results of the analysis of molecular variance (AMOVA) indicated that the molecular variation within species is more than within them. The dendrogram obtained by cluster analysis showed that grouping the investigated accessions was in accordance with their genomic constitutions. The results of association analysis revealed 8 and 9 significant marker–trait associations (MTA) under control and drought stress conditions, respectively. Among identified MTAs, two associations were simultaneously found in both growing conditions. Moreover, several SSR markers were associated with multiple traits across both conditions. In conclusion, our results could provide worthwhile information regarding marker-assisted selection for the activity of antioxidant enzymes in future breeding programs. MDPI 2022-08-21 /pmc/articles/PMC9408274/ /pubmed/36011403 http://dx.doi.org/10.3390/genes13081491 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pour-Aboughadareh, Alireza Jadidi, Omid Shooshtari, Lia Poczai, Peter Mehrabi, Ali Ashraf Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions |
title | Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions |
title_full | Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions |
title_fullStr | Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions |
title_full_unstemmed | Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions |
title_short | Association Analysis for Some Biochemical Traits in Wild Relatives of Wheat under Drought Stress Conditions |
title_sort | association analysis for some biochemical traits in wild relatives of wheat under drought stress conditions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9408274/ https://www.ncbi.nlm.nih.gov/pubmed/36011403 http://dx.doi.org/10.3390/genes13081491 |
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