Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes

Abstract Background Flammulina velutipes has been recognized as a useful basidiomycete with nutritional and medicinal values. Ergosterol, one of the main sterols of F. velutipes is an important precursor of novel anticancer and anti-HIV drugs. Therefore, many studies have focused on the biosynthesis...

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Main Authors: Ruihong Wang, Pengda Ma, Chen Li, Lingang Xiao, Zongsuo Liang, Juane Dong
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Genomics
Subjects:
Online Access:https://doi.org/10.1186/s12864-019-6370-1
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spelling doaj-66f5639caf034fc39cac9ccae918b3dd2020-12-20T12:16:07ZengBMCBMC Genomics1471-21642019-12-0120111210.1186/s12864-019-6370-1Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipesRuihong Wang0Pengda Ma1Chen Li2Lingang Xiao3Zongsuo Liang4Juane Dong5College of Life Sciences, Northwest A&F UniversityCollege of Life Sciences, Northwest A&F UniversityCollege of Life Sciences, Northwest A&F UniversityShaanxi Zhongxing Gaoke Biological Technology Co., LtdCollege of Life Sciences, Northwest A&F UniversityCollege of Life Sciences, Northwest A&F UniversityAbstract Background Flammulina velutipes has been recognized as a useful basidiomycete with nutritional and medicinal values. Ergosterol, one of the main sterols of F. velutipes is an important precursor of novel anticancer and anti-HIV drugs. Therefore, many studies have focused on the biosynthesis of ergosterol and have attempted to upregulate its content in multiple organisms. Great progress has been made in understanding the regulation of ergosterol biosynthesis in Saccharomyces cerevisiae. However, this molecular mechanism in F. velutipes remains largely uncharacterized. Results In this study, nine cDNA libraries, prepared from mycelia, young fruiting bodies and mature fruiting bodies of F. velutipes (three replicate sets for each stage), were sequenced using the Illumina HiSeq™ 4000 platform, resulting in at least 6.63 Gb of clean reads from each library. We studied the changes in genes and metabolites in the ergosterol biosynthesis pathway of F. velutipes during the development of fruiting bodies. A total of 13 genes (6 upregulated and 7 downregulated) were differentially expressed during the development from mycelia to young fruiting bodies (T1), while only 1 gene (1 downregulated) was differentially expressed during the development from young fruiting bodies to mature fruiting bodies (T2). A total of 7 metabolites (3 increased and 4 reduced) were found to have changed in content during T1, and 4 metabolites (4 increased) were found to be different during T2. A conjoint analysis of the genome-wide connection network revealed that the metabolites that were more likely to be regulated were primarily in the post-squalene pathway. Conclusions This study provides useful information for understanding the regulation of ergosterol biosynthesis and the regulatory relationship between metabolites and genes in the ergosterol biosynthesis pathway during the development of fruiting bodies in F. velutipes.https://doi.org/10.1186/s12864-019-6370-1Flammulina velutipesTranscriptomicsMetabolomicsCombined analysisErgosterol biosynthesisFruiting process
collection DOAJ
language English
format Article
sources DOAJ
author Ruihong Wang
Pengda Ma
Chen Li
Lingang Xiao
Zongsuo Liang
Juane Dong
spellingShingle Ruihong Wang
Pengda Ma
Chen Li
Lingang Xiao
Zongsuo Liang
Juane Dong
Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes
BMC Genomics
Flammulina velutipes
Transcriptomics
Metabolomics
Combined analysis
Ergosterol biosynthesis
Fruiting process
author_facet Ruihong Wang
Pengda Ma
Chen Li
Lingang Xiao
Zongsuo Liang
Juane Dong
author_sort Ruihong Wang
title Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes
title_short Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes
title_full Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes
title_fullStr Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes
title_full_unstemmed Combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of Flammulina velutipes
title_sort combining transcriptomics and metabolomics to reveal the underlying molecular mechanism of ergosterol biosynthesis during the fruiting process of flammulina velutipes
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2019-12-01
description Abstract Background Flammulina velutipes has been recognized as a useful basidiomycete with nutritional and medicinal values. Ergosterol, one of the main sterols of F. velutipes is an important precursor of novel anticancer and anti-HIV drugs. Therefore, many studies have focused on the biosynthesis of ergosterol and have attempted to upregulate its content in multiple organisms. Great progress has been made in understanding the regulation of ergosterol biosynthesis in Saccharomyces cerevisiae. However, this molecular mechanism in F. velutipes remains largely uncharacterized. Results In this study, nine cDNA libraries, prepared from mycelia, young fruiting bodies and mature fruiting bodies of F. velutipes (three replicate sets for each stage), were sequenced using the Illumina HiSeq™ 4000 platform, resulting in at least 6.63 Gb of clean reads from each library. We studied the changes in genes and metabolites in the ergosterol biosynthesis pathway of F. velutipes during the development of fruiting bodies. A total of 13 genes (6 upregulated and 7 downregulated) were differentially expressed during the development from mycelia to young fruiting bodies (T1), while only 1 gene (1 downregulated) was differentially expressed during the development from young fruiting bodies to mature fruiting bodies (T2). A total of 7 metabolites (3 increased and 4 reduced) were found to have changed in content during T1, and 4 metabolites (4 increased) were found to be different during T2. A conjoint analysis of the genome-wide connection network revealed that the metabolites that were more likely to be regulated were primarily in the post-squalene pathway. Conclusions This study provides useful information for understanding the regulation of ergosterol biosynthesis and the regulatory relationship between metabolites and genes in the ergosterol biosynthesis pathway during the development of fruiting bodies in F. velutipes.
topic Flammulina velutipes
Transcriptomics
Metabolomics
Combined analysis
Ergosterol biosynthesis
Fruiting process
url https://doi.org/10.1186/s12864-019-6370-1
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