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Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude
Strong ultraviolet radiation and low temperature environment on Gangshika Mountain, located in the eastern part of the Qilian Mountains in Qinghai Province, can force plants to produce some special secondary metabolites for resisting severe environmental stress. However, the adaptive mechanism of Dr...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784223/ https://www.ncbi.nlm.nih.gov/pubmed/36570906 http://dx.doi.org/10.3389/fpls.2022.1052640 |
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author | Lei, Ling Yuan, Xuefeng Fu, Keyi Chen, Yuan Lu, Yijun Shou, Na Wu, Dandan Chen, Xi Shi, Jian Zhang, Minjuan Chen, Zhe Shi, Zunji |
author_facet | Lei, Ling Yuan, Xuefeng Fu, Keyi Chen, Yuan Lu, Yijun Shou, Na Wu, Dandan Chen, Xi Shi, Jian Zhang, Minjuan Chen, Zhe Shi, Zunji |
author_sort | Lei, Ling |
collection | PubMed |
description | Strong ultraviolet radiation and low temperature environment on Gangshika Mountain, located in the eastern part of the Qilian Mountains in Qinghai Province, can force plants to produce some special secondary metabolites for resisting severe environmental stress. However, the adaptive mechanism of Draba oreades Schrenk at high altitude are still unclear. In the current study, Draba oreades Schrenk from the Gangshika Mountain at altitudes of 3800 m, 4000 m and 4200 m were collected for comprehensive metabolic evaluation using pseudotargeted metabolomics method. Through KEGG pathway enrichment analysis, we found that phenylpropanoid biosynthesis, phenylalanine, tyrosine and tryptophan biosynthesis and phenylalanine metabolism related to the biosynthesis of flavonoids were up-regulated in the high-altitude group, which may enhance the environmental adaptability to strong ultraviolet intensity and low temperature stress in high altitude areas. By TopFc20 distribution diagram, the content of flavonoids gradually increased with the elevation of altitude, mainly including apigenin, luteolin, quercetin, hesperidin, kaempferol and their derivatives. Based on the random forest model, 10 important metabolites were identified as potential biomarkers. L-phenylalanine, L-histidine, naringenin-7-O-Rutinoside-4’-O-glucoside and apigenin related to the flavonoids biosynthesis and plant disease resistance were increased with the elevation of altitude. This study provided important insights for the adaptive mechanism of Draba oreades Schrenk at high altitude by pseudotargeted metabolomics. |
format | Online Article Text |
id | pubmed-9784223 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97842232022-12-24 Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude Lei, Ling Yuan, Xuefeng Fu, Keyi Chen, Yuan Lu, Yijun Shou, Na Wu, Dandan Chen, Xi Shi, Jian Zhang, Minjuan Chen, Zhe Shi, Zunji Front Plant Sci Plant Science Strong ultraviolet radiation and low temperature environment on Gangshika Mountain, located in the eastern part of the Qilian Mountains in Qinghai Province, can force plants to produce some special secondary metabolites for resisting severe environmental stress. However, the adaptive mechanism of Draba oreades Schrenk at high altitude are still unclear. In the current study, Draba oreades Schrenk from the Gangshika Mountain at altitudes of 3800 m, 4000 m and 4200 m were collected for comprehensive metabolic evaluation using pseudotargeted metabolomics method. Through KEGG pathway enrichment analysis, we found that phenylpropanoid biosynthesis, phenylalanine, tyrosine and tryptophan biosynthesis and phenylalanine metabolism related to the biosynthesis of flavonoids were up-regulated in the high-altitude group, which may enhance the environmental adaptability to strong ultraviolet intensity and low temperature stress in high altitude areas. By TopFc20 distribution diagram, the content of flavonoids gradually increased with the elevation of altitude, mainly including apigenin, luteolin, quercetin, hesperidin, kaempferol and their derivatives. Based on the random forest model, 10 important metabolites were identified as potential biomarkers. L-phenylalanine, L-histidine, naringenin-7-O-Rutinoside-4’-O-glucoside and apigenin related to the flavonoids biosynthesis and plant disease resistance were increased with the elevation of altitude. This study provided important insights for the adaptive mechanism of Draba oreades Schrenk at high altitude by pseudotargeted metabolomics. Frontiers Media S.A. 2022-12-08 /pmc/articles/PMC9784223/ /pubmed/36570906 http://dx.doi.org/10.3389/fpls.2022.1052640 Text en Copyright © 2022 Lei, Yuan, Fu, Chen, Lu, Shou, Wu, Chen, Shi, Zhang, Chen and Shi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Lei, Ling Yuan, Xuefeng Fu, Keyi Chen, Yuan Lu, Yijun Shou, Na Wu, Dandan Chen, Xi Shi, Jian Zhang, Minjuan Chen, Zhe Shi, Zunji Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude |
title | Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude |
title_full | Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude |
title_fullStr | Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude |
title_full_unstemmed | Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude |
title_short | Pseudotargeted metabolomics revealed the adaptive mechanism of Draba oreades Schrenk at high altitude |
title_sort | pseudotargeted metabolomics revealed the adaptive mechanism of draba oreades schrenk at high altitude |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784223/ https://www.ncbi.nlm.nih.gov/pubmed/36570906 http://dx.doi.org/10.3389/fpls.2022.1052640 |
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