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Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes
Milk thistle is an oil and medicinal crop known as an alternative oil crop with a high level of unsaturated fatty acids, which makes it a favorable edible oil for use in food production. To evaluate the importance of Milk thistle lipids in drought tolerance, an experiment was performed in field cond...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329356/ https://www.ncbi.nlm.nih.gov/pubmed/35896570 http://dx.doi.org/10.1038/s41598-022-16887-9 |
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author | Ghanbari Moheb Seraj, Rahele Tohidfar, Masoud Azimzadeh Irani, Maryam Esmaeilzadeh-Salestani, Keyvan Moradian, Toktam Ahmadikhah, Asadollah Behnamian, Mahdi |
author_facet | Ghanbari Moheb Seraj, Rahele Tohidfar, Masoud Azimzadeh Irani, Maryam Esmaeilzadeh-Salestani, Keyvan Moradian, Toktam Ahmadikhah, Asadollah Behnamian, Mahdi |
author_sort | Ghanbari Moheb Seraj, Rahele |
collection | PubMed |
description | Milk thistle is an oil and medicinal crop known as an alternative oil crop with a high level of unsaturated fatty acids, which makes it a favorable edible oil for use in food production. To evaluate the importance of Milk thistle lipids in drought tolerance, an experiment was performed in field conditions under three different water deficit levels (Field capacity (FC), 70% FC and 40% FC). After harvesting seeds of the plant, their oily and methanolic extracts were isolated, and subsequently, types and amounts of lipids were measured using GC–MS. Genes and enzymes engaged in biosynthesizing of these lipids were identified and their expression in Arabidopsis was investigated under similar conditions. The results showed that content of almost all measured lipids of milk thistle decreased under severe drought stress, but genes (belonged to Arabidopsis), which were involved in their biosynthetic pathway showed different expression patterns. Genes biosynthesizing lipids, which had significant amounts were selected and their gene and metabolic network were established. Two networks were correlated, and for each pathway, their lipids and respective biosynthesizing genes were grouped together. Four up-regulated genes including PXG3, LOX2, CYP710A1, PAL and 4 down-regulated genes including FATA2, CYP86A1, LACS3, PLA2-ALPHA were selected. The expression of these eight genes in milk thistle was similar to Arabidopsis under drought stress. Thus, PXG3, PAL, LOX2 and CYP86A1 genes that increased expression were selected for protein analysis. Due to the lack of protein structure of these genes in the milk thistle, modeling homology was performed for them. The results of molecular docking showed that the four proteins CYP86A1, LOX2, PAL and PXG3 bind to ligands HEM, 11O, ACT and LIG, respectively. HEM ligand was involved in production of secondary metabolites and dehydration tolerance, and HEM binding site remained conserved in various plants. CA ligands were involved in synthesis of cuticles and waxes. Overall, this study confirmed the importance of lipids in drought stress tolerance in milk thistle. |
format | Online Article Text |
id | pubmed-9329356 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93293562022-07-29 Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes Ghanbari Moheb Seraj, Rahele Tohidfar, Masoud Azimzadeh Irani, Maryam Esmaeilzadeh-Salestani, Keyvan Moradian, Toktam Ahmadikhah, Asadollah Behnamian, Mahdi Sci Rep Article Milk thistle is an oil and medicinal crop known as an alternative oil crop with a high level of unsaturated fatty acids, which makes it a favorable edible oil for use in food production. To evaluate the importance of Milk thistle lipids in drought tolerance, an experiment was performed in field conditions under three different water deficit levels (Field capacity (FC), 70% FC and 40% FC). After harvesting seeds of the plant, their oily and methanolic extracts were isolated, and subsequently, types and amounts of lipids were measured using GC–MS. Genes and enzymes engaged in biosynthesizing of these lipids were identified and their expression in Arabidopsis was investigated under similar conditions. The results showed that content of almost all measured lipids of milk thistle decreased under severe drought stress, but genes (belonged to Arabidopsis), which were involved in their biosynthetic pathway showed different expression patterns. Genes biosynthesizing lipids, which had significant amounts were selected and their gene and metabolic network were established. Two networks were correlated, and for each pathway, their lipids and respective biosynthesizing genes were grouped together. Four up-regulated genes including PXG3, LOX2, CYP710A1, PAL and 4 down-regulated genes including FATA2, CYP86A1, LACS3, PLA2-ALPHA were selected. The expression of these eight genes in milk thistle was similar to Arabidopsis under drought stress. Thus, PXG3, PAL, LOX2 and CYP86A1 genes that increased expression were selected for protein analysis. Due to the lack of protein structure of these genes in the milk thistle, modeling homology was performed for them. The results of molecular docking showed that the four proteins CYP86A1, LOX2, PAL and PXG3 bind to ligands HEM, 11O, ACT and LIG, respectively. HEM ligand was involved in production of secondary metabolites and dehydration tolerance, and HEM binding site remained conserved in various plants. CA ligands were involved in synthesis of cuticles and waxes. Overall, this study confirmed the importance of lipids in drought stress tolerance in milk thistle. Nature Publishing Group UK 2022-07-27 /pmc/articles/PMC9329356/ /pubmed/35896570 http://dx.doi.org/10.1038/s41598-022-16887-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 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/) . |
spellingShingle | Article Ghanbari Moheb Seraj, Rahele Tohidfar, Masoud Azimzadeh Irani, Maryam Esmaeilzadeh-Salestani, Keyvan Moradian, Toktam Ahmadikhah, Asadollah Behnamian, Mahdi Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
title | Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
title_full | Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
title_fullStr | Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
title_full_unstemmed | Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
title_short | Metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
title_sort | metabolomics analysis of milk thistle lipids to identify drought-tolerant genes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329356/ https://www.ncbi.nlm.nih.gov/pubmed/35896570 http://dx.doi.org/10.1038/s41598-022-16887-9 |
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