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High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells
Plant-cell culture technology is a promising alternative for production of high-value secondary metabolites but is limited by the decreased metabolite production after long-term subculture. The goal of this study was to determine the effects of miRNAs on altered gene expression profiles during long-...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4527571/ https://www.ncbi.nlm.nih.gov/pubmed/26300901 http://dx.doi.org/10.3389/fpls.2015.00604 |
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author | Zhang, Meng Dong, Yanshan Nie, Lin Lu, Mingbo Fu, Chunhua Yu, Longjiang |
author_facet | Zhang, Meng Dong, Yanshan Nie, Lin Lu, Mingbo Fu, Chunhua Yu, Longjiang |
author_sort | Zhang, Meng |
collection | PubMed |
description | Plant-cell culture technology is a promising alternative for production of high-value secondary metabolites but is limited by the decreased metabolite production after long-term subculture. The goal of this study was to determine the effects of miRNAs on altered gene expression profiles during long-term subculture. Two Taxus cell lines, CA (subcultured for 10 years) and NA (subcultured for 6 months), were high-throughput sequenced at the mRNA and miRNA levels. A total of 265 known (78.87% of 336) and 221 novel (79.78% of 277) miRNAs were differentially expressed. Furthermore, 67.17% of the known differentially expressed (DE) miRNAs (178) and 60.63% of the novel DE-miRNAs (134) were upregulated in NA. A total of 275 inverse-related miRNA/mRNA modules were identified by target prediction analysis. Functional annotation of the targets revealed that the high-ranking miRNA targets were those implicated in primary metabolism and abiotic or biotic signal transduction. For example, various genes for starch metabolism and oxidative phosphorylation were inversely related to the miRNA levels, thereby indicating that miRNAs have important roles in these pathways. Interestingly, only a few genes for secondary metabolism were inversely related to miRNA, thereby indicating that factors other than miRNA are present in the regulatory system. Moreover, miR8154 and miR5298b were upregulated miRNAs that targeted a mass of DE genes. The overexpression of these miRNAs in CA increased the genes of taxol, phenylpropanoid, and flavonoid biosynthesis, thereby suggesting their function as crucial factors that regulate the entire metabolic network during long-term subculture. Our current studies indicated that a positive conversion of production properties from secondary metabolism to primary metabolism occurred in long-term subcultured cells. miRNAs are important regulators in the upregulation of primary metabolism. |
format | Online Article Text |
id | pubmed-4527571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-45275712015-08-21 High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells Zhang, Meng Dong, Yanshan Nie, Lin Lu, Mingbo Fu, Chunhua Yu, Longjiang Front Plant Sci Plant Science Plant-cell culture technology is a promising alternative for production of high-value secondary metabolites but is limited by the decreased metabolite production after long-term subculture. The goal of this study was to determine the effects of miRNAs on altered gene expression profiles during long-term subculture. Two Taxus cell lines, CA (subcultured for 10 years) and NA (subcultured for 6 months), were high-throughput sequenced at the mRNA and miRNA levels. A total of 265 known (78.87% of 336) and 221 novel (79.78% of 277) miRNAs were differentially expressed. Furthermore, 67.17% of the known differentially expressed (DE) miRNAs (178) and 60.63% of the novel DE-miRNAs (134) were upregulated in NA. A total of 275 inverse-related miRNA/mRNA modules were identified by target prediction analysis. Functional annotation of the targets revealed that the high-ranking miRNA targets were those implicated in primary metabolism and abiotic or biotic signal transduction. For example, various genes for starch metabolism and oxidative phosphorylation were inversely related to the miRNA levels, thereby indicating that miRNAs have important roles in these pathways. Interestingly, only a few genes for secondary metabolism were inversely related to miRNA, thereby indicating that factors other than miRNA are present in the regulatory system. Moreover, miR8154 and miR5298b were upregulated miRNAs that targeted a mass of DE genes. The overexpression of these miRNAs in CA increased the genes of taxol, phenylpropanoid, and flavonoid biosynthesis, thereby suggesting their function as crucial factors that regulate the entire metabolic network during long-term subculture. Our current studies indicated that a positive conversion of production properties from secondary metabolism to primary metabolism occurred in long-term subcultured cells. miRNAs are important regulators in the upregulation of primary metabolism. Frontiers Media S.A. 2015-08-06 /pmc/articles/PMC4527571/ /pubmed/26300901 http://dx.doi.org/10.3389/fpls.2015.00604 Text en Copyright © 2015 Zhang, Dong, Nie, Lu, Fu and Yu. http://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) or licensor 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 | Plant Science Zhang, Meng Dong, Yanshan Nie, Lin Lu, Mingbo Fu, Chunhua Yu, Longjiang High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells |
title | High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells |
title_full | High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells |
title_fullStr | High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells |
title_full_unstemmed | High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells |
title_short | High-throughput sequencing reveals miRNA effects on the primary and secondary production properties in long-term subcultured Taxus cells |
title_sort | high-throughput sequencing reveals mirna effects on the primary and secondary production properties in long-term subcultured taxus cells |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4527571/ https://www.ncbi.nlm.nih.gov/pubmed/26300901 http://dx.doi.org/10.3389/fpls.2015.00604 |
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