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Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics

INTRODUCTION: Plant microorganism is critical to plant health, adaptability, and productive forces. Intriguingly, the metabolites and microorganisms can act upon each other in a plant. The union of metabolomics and microbiome may uncover the crucial connections of the plant to its microbiome. It has...

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Autores principales: Zhang, Min, Miao, Yujing, Zhang, Xinke, Sun, Xiao, Li, Minhui, Huang, Linfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394521/
https://www.ncbi.nlm.nih.gov/pubmed/37538848
http://dx.doi.org/10.3389/fmicb.2023.1154688
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author Zhang, Min
Miao, Yujing
Zhang, Xinke
Sun, Xiao
Li, Minhui
Huang, Linfang
author_facet Zhang, Min
Miao, Yujing
Zhang, Xinke
Sun, Xiao
Li, Minhui
Huang, Linfang
author_sort Zhang, Min
collection PubMed
description INTRODUCTION: Plant microorganism is critical to plant health, adaptability, and productive forces. Intriguingly, the metabolites and microorganisms can act upon each other in a plant. The union of metabolomics and microbiome may uncover the crucial connections of the plant to its microbiome. It has important benefits for the agricultural industry and human being health, particularly for Chinese medical science investigation. METHODS: In this last 2 years study, on the strength of the UPLC–MS/MS detection platform, we accurately qualitatively, and quantitatively measured the Cistanche sinensis fleshy stems of two ecotypes. Thereafter, through high-throughput amplicon sequencing 16S/ITS sequences were procured. RESULTS: PhGs metabolites including echinacoside, isoacteoside, and cistanoside A were significantly downregulated at two ecotypes of C. sinensis. Add up to 876 metabolites were monitored and 231 differential metabolites were analyzed. Further analysis of 34 core differential metabolites showed that 15 compounds with up-regulated belonged to phenolic acids, flavonoids, and organic acids, while 19 compounds with down-regulated belonged to phenolic acids, flavonoids, alkaloids, amino acids, lipids, and nucleotides. There was no noteworthy discrepancy in the endophytic bacteria’s α and β diversity between sandy and loam ecotypes. By comparison, the α and β diversity of endophytic fungi was notably distinct. The fungal community of the loam ecotype is more abundant than the sandy ecotype. However, there were few such differences in bacteria. Most abundant genera included typical endophytes such as Phyllobacterium, Mycobacterium, Cistanche, Geosmithia, and Fusarium. LEfSe results revealed there were 11 and 20 biomarkers of endophytic bacteria and fungi in C. sinensis at two ecotypes, respectively. The combination parsing of microflora and metabolites indicated noteworthy relativity between the endophytic fungal communities and metabolite output. Key correlation results that Anseongella was positive relation with Syringin, Arsenicitalea is negative relation with 7-methylxanthine and Pseudogymnoascus is completely positively correlated with nepetin-7-O-alloside. DISCUSSION: The aim of this research is: (1) to explore firstly the influence of ecotype on C. sinensis from the perspective of endophytes and metabolites; (2) to investigate the relationship between endophytes and metabolites. This discovery advances our understanding of the interaction between endophytes and plants and provides a theoretical basis for cultivation of C. sinensis in future.
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spelling pubmed-103945212023-08-03 Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics Zhang, Min Miao, Yujing Zhang, Xinke Sun, Xiao Li, Minhui Huang, Linfang Front Microbiol Microbiology INTRODUCTION: Plant microorganism is critical to plant health, adaptability, and productive forces. Intriguingly, the metabolites and microorganisms can act upon each other in a plant. The union of metabolomics and microbiome may uncover the crucial connections of the plant to its microbiome. It has important benefits for the agricultural industry and human being health, particularly for Chinese medical science investigation. METHODS: In this last 2 years study, on the strength of the UPLC–MS/MS detection platform, we accurately qualitatively, and quantitatively measured the Cistanche sinensis fleshy stems of two ecotypes. Thereafter, through high-throughput amplicon sequencing 16S/ITS sequences were procured. RESULTS: PhGs metabolites including echinacoside, isoacteoside, and cistanoside A were significantly downregulated at two ecotypes of C. sinensis. Add up to 876 metabolites were monitored and 231 differential metabolites were analyzed. Further analysis of 34 core differential metabolites showed that 15 compounds with up-regulated belonged to phenolic acids, flavonoids, and organic acids, while 19 compounds with down-regulated belonged to phenolic acids, flavonoids, alkaloids, amino acids, lipids, and nucleotides. There was no noteworthy discrepancy in the endophytic bacteria’s α and β diversity between sandy and loam ecotypes. By comparison, the α and β diversity of endophytic fungi was notably distinct. The fungal community of the loam ecotype is more abundant than the sandy ecotype. However, there were few such differences in bacteria. Most abundant genera included typical endophytes such as Phyllobacterium, Mycobacterium, Cistanche, Geosmithia, and Fusarium. LEfSe results revealed there were 11 and 20 biomarkers of endophytic bacteria and fungi in C. sinensis at two ecotypes, respectively. The combination parsing of microflora and metabolites indicated noteworthy relativity between the endophytic fungal communities and metabolite output. Key correlation results that Anseongella was positive relation with Syringin, Arsenicitalea is negative relation with 7-methylxanthine and Pseudogymnoascus is completely positively correlated with nepetin-7-O-alloside. DISCUSSION: The aim of this research is: (1) to explore firstly the influence of ecotype on C. sinensis from the perspective of endophytes and metabolites; (2) to investigate the relationship between endophytes and metabolites. This discovery advances our understanding of the interaction between endophytes and plants and provides a theoretical basis for cultivation of C. sinensis in future. Frontiers Media S.A. 2023-06-27 /pmc/articles/PMC10394521/ /pubmed/37538848 http://dx.doi.org/10.3389/fmicb.2023.1154688 Text en Copyright © 2023 Zhang, Miao, Zhang, Sun, Li and Huang. 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 Microbiology
Zhang, Min
Miao, Yujing
Zhang, Xinke
Sun, Xiao
Li, Minhui
Huang, Linfang
Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics
title Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics
title_full Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics
title_fullStr Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics
title_full_unstemmed Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics
title_short Revealing ecotype influences on Cistanche sinensis: from the perspective of endophytes to metabolites characteristics
title_sort revealing ecotype influences on cistanche sinensis: from the perspective of endophytes to metabolites characteristics
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394521/
https://www.ncbi.nlm.nih.gov/pubmed/37538848
http://dx.doi.org/10.3389/fmicb.2023.1154688
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