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Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress
Cordyceps chanhua is an important cordycipitoid mushroom widely used in Asia and beyond. Beauvericin (BEA), one of the bioactive compounds of C. chanhua, has attracted much attention because of its medicinal value and food safety risk. In order to clear up the relationship between oxidative stress a...
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/PMC9143143/ https://www.ncbi.nlm.nih.gov/pubmed/35628740 http://dx.doi.org/10.3390/jof8050484 |
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author | Zhao, Cheng Bu, Haifen Zhu, Jiahua Wang, Yulong Oliver, Kerry M. Hu, Fenglin Huang, Bo Li, Zengzhi Peng, Fan |
author_facet | Zhao, Cheng Bu, Haifen Zhu, Jiahua Wang, Yulong Oliver, Kerry M. Hu, Fenglin Huang, Bo Li, Zengzhi Peng, Fan |
author_sort | Zhao, Cheng |
collection | PubMed |
description | Cordyceps chanhua is an important cordycipitoid mushroom widely used in Asia and beyond. Beauvericin (BEA), one of the bioactive compounds of C. chanhua, has attracted much attention because of its medicinal value and food safety risk. In order to clear up the relationship between oxidative stress and BEA synthesis, we investigated the impact of H(2)O(2)-induced oxidative stress on the secondary metabolism of C. chanhua using untargeted metabolomics and a transcript profiling approach. Metabolic profiling of C. chanhua mycelia found that in total, 73 differential metabolites were identified, including organic acids, phospholipids, and non-ribosomal peptides (NRPs), especially the content of BEA, increasing 13-fold under oxidative stress treatment. Combining transcriptomic and metabolomic analyses, we found that the genes and metabolites associated with the NRP metabolism, especially the BEA biosynthesis, were highly significantly enriched under H(2)O(2)-induced stress, which indicated that the BEA metabolism might be positive in the resistance of C. chanhua to oxidative stress. These results not only aid in better understanding of the resistance mechanisms of C. chanhua against oxidative stress but also might be helpful for molecular breeding of C. chanhua with low BEA content. |
format | Online Article Text |
id | pubmed-9143143 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91431432022-05-29 Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress Zhao, Cheng Bu, Haifen Zhu, Jiahua Wang, Yulong Oliver, Kerry M. Hu, Fenglin Huang, Bo Li, Zengzhi Peng, Fan J Fungi (Basel) Article Cordyceps chanhua is an important cordycipitoid mushroom widely used in Asia and beyond. Beauvericin (BEA), one of the bioactive compounds of C. chanhua, has attracted much attention because of its medicinal value and food safety risk. In order to clear up the relationship between oxidative stress and BEA synthesis, we investigated the impact of H(2)O(2)-induced oxidative stress on the secondary metabolism of C. chanhua using untargeted metabolomics and a transcript profiling approach. Metabolic profiling of C. chanhua mycelia found that in total, 73 differential metabolites were identified, including organic acids, phospholipids, and non-ribosomal peptides (NRPs), especially the content of BEA, increasing 13-fold under oxidative stress treatment. Combining transcriptomic and metabolomic analyses, we found that the genes and metabolites associated with the NRP metabolism, especially the BEA biosynthesis, were highly significantly enriched under H(2)O(2)-induced stress, which indicated that the BEA metabolism might be positive in the resistance of C. chanhua to oxidative stress. These results not only aid in better understanding of the resistance mechanisms of C. chanhua against oxidative stress but also might be helpful for molecular breeding of C. chanhua with low BEA content. MDPI 2022-05-06 /pmc/articles/PMC9143143/ /pubmed/35628740 http://dx.doi.org/10.3390/jof8050484 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 Zhao, Cheng Bu, Haifen Zhu, Jiahua Wang, Yulong Oliver, Kerry M. Hu, Fenglin Huang, Bo Li, Zengzhi Peng, Fan Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress |
title | Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress |
title_full | Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress |
title_fullStr | Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress |
title_full_unstemmed | Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress |
title_short | Integration of Untargeted Metabolomics with Transcriptomics Provides Insights into Beauvericin Biosynthesis in Cordyceps chanhua under H(2)O(2)-Induced Oxidative Stress |
title_sort | integration of untargeted metabolomics with transcriptomics provides insights into beauvericin biosynthesis in cordyceps chanhua under h(2)o(2)-induced oxidative stress |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9143143/ https://www.ncbi.nlm.nih.gov/pubmed/35628740 http://dx.doi.org/10.3390/jof8050484 |
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