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Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings
BACKGROUND: Quinoa (Chenopodium quinoa Willd.) originates in high altitude areas, such as the Andes, and has some inherent characteristics of cold, drought, and salinity tolerance, but is sensitive to high temperature. RESULTS: To gain insight into the response mechanism of quinoa to high temperatur...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234003/ https://www.ncbi.nlm.nih.gov/pubmed/37264351 http://dx.doi.org/10.1186/s12870-023-04310-y |
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author | Xie, Heng Zhang, Ping Jiang, Chunhe Wang, Qianchao Guo, Yirui Zhang, Xuesong Huang, Tingzhi Liu, Junna Li, Li Li, Hanxue Wang, Hongxin Qin, Peng |
author_facet | Xie, Heng Zhang, Ping Jiang, Chunhe Wang, Qianchao Guo, Yirui Zhang, Xuesong Huang, Tingzhi Liu, Junna Li, Li Li, Hanxue Wang, Hongxin Qin, Peng |
author_sort | Xie, Heng |
collection | PubMed |
description | BACKGROUND: Quinoa (Chenopodium quinoa Willd.) originates in high altitude areas, such as the Andes, and has some inherent characteristics of cold, drought, and salinity tolerance, but is sensitive to high temperature. RESULTS: To gain insight into the response mechanism of quinoa to high temperature stress, we conducted an extensive targeted metabolomic study of two cultivars, Dianli-3101 and Dianli-3051, along with a combined transcriptome analysis. A total of 794 metabolites and 54,200 genes were detected, in which the genes related to photosynthesis were found down-regulated at high temperatures, and two metabolites, lipids and flavonoids, showed the largest changes in differential accumulation. Further analysis of the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and transcription factors revealed that quinoa inhibits photosynthesis at high temperatures, and the possible strategies being used for high temperature stress management are regulation of heat stress transcription factors (HSFs) to obtain heat tolerance, and regulation of purine metabolism to enhance stress signals for rapid response to high temperature stress. The tolerant genotype could have an enhanced response through lower purine levels. The induction of the stress response could be mediated by HSF transcription factors. The results of this study may provide theoretical references for understanding the response mechanism of quinoa to high temperature stress, and for screening potential high temperature tolerant target genes and high temperature tolerant strains. CONCLUSIONS: These findings reveal the regulation of the transcription factor family HSF and the purinergic pathway in response to high temperature stress to improve quinoa varieties with high temperature tolerance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04310-y. |
format | Online Article Text |
id | pubmed-10234003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102340032023-06-02 Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings Xie, Heng Zhang, Ping Jiang, Chunhe Wang, Qianchao Guo, Yirui Zhang, Xuesong Huang, Tingzhi Liu, Junna Li, Li Li, Hanxue Wang, Hongxin Qin, Peng BMC Plant Biol Research BACKGROUND: Quinoa (Chenopodium quinoa Willd.) originates in high altitude areas, such as the Andes, and has some inherent characteristics of cold, drought, and salinity tolerance, but is sensitive to high temperature. RESULTS: To gain insight into the response mechanism of quinoa to high temperature stress, we conducted an extensive targeted metabolomic study of two cultivars, Dianli-3101 and Dianli-3051, along with a combined transcriptome analysis. A total of 794 metabolites and 54,200 genes were detected, in which the genes related to photosynthesis were found down-regulated at high temperatures, and two metabolites, lipids and flavonoids, showed the largest changes in differential accumulation. Further analysis of the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and transcription factors revealed that quinoa inhibits photosynthesis at high temperatures, and the possible strategies being used for high temperature stress management are regulation of heat stress transcription factors (HSFs) to obtain heat tolerance, and regulation of purine metabolism to enhance stress signals for rapid response to high temperature stress. The tolerant genotype could have an enhanced response through lower purine levels. The induction of the stress response could be mediated by HSF transcription factors. The results of this study may provide theoretical references for understanding the response mechanism of quinoa to high temperature stress, and for screening potential high temperature tolerant target genes and high temperature tolerant strains. CONCLUSIONS: These findings reveal the regulation of the transcription factor family HSF and the purinergic pathway in response to high temperature stress to improve quinoa varieties with high temperature tolerance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04310-y. BioMed Central 2023-06-01 /pmc/articles/PMC10234003/ /pubmed/37264351 http://dx.doi.org/10.1186/s12870-023-04310-y Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xie, Heng Zhang, Ping Jiang, Chunhe Wang, Qianchao Guo, Yirui Zhang, Xuesong Huang, Tingzhi Liu, Junna Li, Li Li, Hanxue Wang, Hongxin Qin, Peng Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
title | Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
title_full | Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
title_fullStr | Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
title_full_unstemmed | Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
title_short | Combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
title_sort | combined transcriptomic and metabolomic analyses of high temperature stress response of quinoa seedlings |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10234003/ https://www.ncbi.nlm.nih.gov/pubmed/37264351 http://dx.doi.org/10.1186/s12870-023-04310-y |
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