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Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza

BACKGROUND: Plant natural products have been co-opted for millennia by humans for various uses such as flavor, fragrances, and medicines. These compounds often are only produced in relatively low amounts and are difficult to chemically synthesize, limiting access. While elucidation of the underlying...

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Autores principales: Gao, Wei, Sun, Hai-Xi, Xiao, Hongbin, Cui, Guanghong, Hillwig, Matthew L, Jackson, Alana, Wang, Xiao, Shen, Ye, Zhao, Nan, Zhang, Liangxiao, Wang, Xiu-Jie, Peters, Reuben J, Huang, Luqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3913955/
https://www.ncbi.nlm.nih.gov/pubmed/24467826
http://dx.doi.org/10.1186/1471-2164-15-73
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author Gao, Wei
Sun, Hai-Xi
Xiao, Hongbin
Cui, Guanghong
Hillwig, Matthew L
Jackson, Alana
Wang, Xiao
Shen, Ye
Zhao, Nan
Zhang, Liangxiao
Wang, Xiu-Jie
Peters, Reuben J
Huang, Luqi
author_facet Gao, Wei
Sun, Hai-Xi
Xiao, Hongbin
Cui, Guanghong
Hillwig, Matthew L
Jackson, Alana
Wang, Xiao
Shen, Ye
Zhao, Nan
Zhang, Liangxiao
Wang, Xiu-Jie
Peters, Reuben J
Huang, Luqi
author_sort Gao, Wei
collection PubMed
description BACKGROUND: Plant natural products have been co-opted for millennia by humans for various uses such as flavor, fragrances, and medicines. These compounds often are only produced in relatively low amounts and are difficult to chemically synthesize, limiting access. While elucidation of the underlying biosynthetic processes might help alleviate these issues (e.g., via metabolic engineering), investigation of this is hindered by the low levels of relevant gene expression and expansion of the corresponding enzymatic gene families. However, the often-inducible nature of such metabolic processes enables selection of those genes whose expression pattern indicates a role in production of the targeted natural product. RESULTS: Here, we combine metabolomics and transcriptomics to investigate the inducible biosynthesis of the bioactive diterpenoid tanshinones from the Chinese medicinal herb, Salvia miltiorrhiza (Danshen). Untargeted metabolomics investigation of elicited hairy root cultures indicated that tanshinone production was a dominant component of the metabolic response, increasing at later time points. A transcriptomic approach was applied to not only define a comprehensive transcriptome (comprised of 20,972 non-redundant genes), but also its response to induction, revealing 6,358 genes that exhibited differential expression, with significant enrichment for up-regulation of genes involved in stress, stimulus and immune response processes. Consistent with our metabolomics analysis, there appears to be a slower but more sustained increased in transcript levels of known genes from diterpenoid and, more specifically, tanshinone biosynthesis. Among the co-regulated genes were 70 transcription factors and 8 cytochromes P450, providing targets for future investigation. CONCLUSIONS: Our results indicate a biphasic response of Danshen terpenoid metabolism to elicitation, with early induction of sesqui- and tri- terpenoid biosynthesis, followed by later and more sustained production of the diterpenoid tanshinones. Our data provides a firm foundation for further elucidation of tanshinone and other inducible natural product metabolism in Danshen.
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spelling pubmed-39139552014-02-14 Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza Gao, Wei Sun, Hai-Xi Xiao, Hongbin Cui, Guanghong Hillwig, Matthew L Jackson, Alana Wang, Xiao Shen, Ye Zhao, Nan Zhang, Liangxiao Wang, Xiu-Jie Peters, Reuben J Huang, Luqi BMC Genomics Research Article BACKGROUND: Plant natural products have been co-opted for millennia by humans for various uses such as flavor, fragrances, and medicines. These compounds often are only produced in relatively low amounts and are difficult to chemically synthesize, limiting access. While elucidation of the underlying biosynthetic processes might help alleviate these issues (e.g., via metabolic engineering), investigation of this is hindered by the low levels of relevant gene expression and expansion of the corresponding enzymatic gene families. However, the often-inducible nature of such metabolic processes enables selection of those genes whose expression pattern indicates a role in production of the targeted natural product. RESULTS: Here, we combine metabolomics and transcriptomics to investigate the inducible biosynthesis of the bioactive diterpenoid tanshinones from the Chinese medicinal herb, Salvia miltiorrhiza (Danshen). Untargeted metabolomics investigation of elicited hairy root cultures indicated that tanshinone production was a dominant component of the metabolic response, increasing at later time points. A transcriptomic approach was applied to not only define a comprehensive transcriptome (comprised of 20,972 non-redundant genes), but also its response to induction, revealing 6,358 genes that exhibited differential expression, with significant enrichment for up-regulation of genes involved in stress, stimulus and immune response processes. Consistent with our metabolomics analysis, there appears to be a slower but more sustained increased in transcript levels of known genes from diterpenoid and, more specifically, tanshinone biosynthesis. Among the co-regulated genes were 70 transcription factors and 8 cytochromes P450, providing targets for future investigation. CONCLUSIONS: Our results indicate a biphasic response of Danshen terpenoid metabolism to elicitation, with early induction of sesqui- and tri- terpenoid biosynthesis, followed by later and more sustained production of the diterpenoid tanshinones. Our data provides a firm foundation for further elucidation of tanshinone and other inducible natural product metabolism in Danshen. BioMed Central 2014-01-28 /pmc/articles/PMC3913955/ /pubmed/24467826 http://dx.doi.org/10.1186/1471-2164-15-73 Text en Copyright © 2014 Gao et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Gao, Wei
Sun, Hai-Xi
Xiao, Hongbin
Cui, Guanghong
Hillwig, Matthew L
Jackson, Alana
Wang, Xiao
Shen, Ye
Zhao, Nan
Zhang, Liangxiao
Wang, Xiu-Jie
Peters, Reuben J
Huang, Luqi
Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza
title Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza
title_full Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza
title_fullStr Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza
title_full_unstemmed Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza
title_short Combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in Salvia miltiorrhiza
title_sort combining metabolomics and transcriptomics to characterize tanshinone biosynthesis in salvia miltiorrhiza
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3913955/
https://www.ncbi.nlm.nih.gov/pubmed/24467826
http://dx.doi.org/10.1186/1471-2164-15-73
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