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Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.

Chelidonium majus is a traditional medicinal plant, which commonly known as a rich resource for the major benzylisoquinoline alkaloids (BIAs), including morphine, sanguinarine, and berberine. To understand the biosynthesis of C. majus BIAs, we performed de novo transcriptome sequencing of its leaf a...

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Autores principales: Pourmazaheri, Helen, Soorni, Aboozar, Kohnerouz, Bahram Baghban, Dehaghi, Nafiseh Khosravi, Kalantar, Enayatollah, Omidi, Mansoor, Naghavi, Mohammad Reza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6464174/
https://www.ncbi.nlm.nih.gov/pubmed/30986259
http://dx.doi.org/10.1371/journal.pone.0215165
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author Pourmazaheri, Helen
Soorni, Aboozar
Kohnerouz, Bahram Baghban
Dehaghi, Nafiseh Khosravi
Kalantar, Enayatollah
Omidi, Mansoor
Naghavi, Mohammad Reza
author_facet Pourmazaheri, Helen
Soorni, Aboozar
Kohnerouz, Bahram Baghban
Dehaghi, Nafiseh Khosravi
Kalantar, Enayatollah
Omidi, Mansoor
Naghavi, Mohammad Reza
author_sort Pourmazaheri, Helen
collection PubMed
description Chelidonium majus is a traditional medicinal plant, which commonly known as a rich resource for the major benzylisoquinoline alkaloids (BIAs), including morphine, sanguinarine, and berberine. To understand the biosynthesis of C. majus BIAs, we performed de novo transcriptome sequencing of its leaf and root tissues using Illumina technology. Following comprehensive evaluation of de novo transcriptome assemblies produced with five programs including Trinity, Bridger, BinPacker, IDBA-tran, and Velvet/Oases using a series of k-mer sizes (from 25 to 91), BinPacker was found to produce the best assembly using a k-mer of 25. This study reports the results of differential gene expression (DGE), functional annotation, gene ontology (GO) analysis, classification of transcription factor (TF)s, and SSR and miRNA discovery. Our DGE analysis identified 6,028 transcripts that were up-regulated in the leaf, and 4,722 transcripts that were up-regulated in the root. Further investigations showed that most of the genes involved in the BIA biosynthetic pathway are significantly expressed in the root compared to the leaf. GO analysis showed that the predominant GO domain is “cellular component”, while TF analysis found bHLH to be the most highly represented TF family. Our study further identified 10 SSRs, out of a total of 39,841, that showed linkage to five unigenes encoding enzymes in the BIA pathway, and 10 conserved miRNAs that were previously not detected in this plant. The comprehensive transcriptome information presented herein provides a foundation for further explorations on study of the molecular mechanisms of BIA synthesis in C. majus.
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spelling pubmed-64641742019-05-03 Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L. Pourmazaheri, Helen Soorni, Aboozar Kohnerouz, Bahram Baghban Dehaghi, Nafiseh Khosravi Kalantar, Enayatollah Omidi, Mansoor Naghavi, Mohammad Reza PLoS One Research Article Chelidonium majus is a traditional medicinal plant, which commonly known as a rich resource for the major benzylisoquinoline alkaloids (BIAs), including morphine, sanguinarine, and berberine. To understand the biosynthesis of C. majus BIAs, we performed de novo transcriptome sequencing of its leaf and root tissues using Illumina technology. Following comprehensive evaluation of de novo transcriptome assemblies produced with five programs including Trinity, Bridger, BinPacker, IDBA-tran, and Velvet/Oases using a series of k-mer sizes (from 25 to 91), BinPacker was found to produce the best assembly using a k-mer of 25. This study reports the results of differential gene expression (DGE), functional annotation, gene ontology (GO) analysis, classification of transcription factor (TF)s, and SSR and miRNA discovery. Our DGE analysis identified 6,028 transcripts that were up-regulated in the leaf, and 4,722 transcripts that were up-regulated in the root. Further investigations showed that most of the genes involved in the BIA biosynthetic pathway are significantly expressed in the root compared to the leaf. GO analysis showed that the predominant GO domain is “cellular component”, while TF analysis found bHLH to be the most highly represented TF family. Our study further identified 10 SSRs, out of a total of 39,841, that showed linkage to five unigenes encoding enzymes in the BIA pathway, and 10 conserved miRNAs that were previously not detected in this plant. The comprehensive transcriptome information presented herein provides a foundation for further explorations on study of the molecular mechanisms of BIA synthesis in C. majus. Public Library of Science 2019-04-15 /pmc/articles/PMC6464174/ /pubmed/30986259 http://dx.doi.org/10.1371/journal.pone.0215165 Text en © 2019 Pourmazaheri et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Pourmazaheri, Helen
Soorni, Aboozar
Kohnerouz, Bahram Baghban
Dehaghi, Nafiseh Khosravi
Kalantar, Enayatollah
Omidi, Mansoor
Naghavi, Mohammad Reza
Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.
title Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.
title_full Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.
title_fullStr Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.
title_full_unstemmed Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.
title_short Comparative analysis of the root and leaf transcriptomes in Chelidonium majus L.
title_sort comparative analysis of the root and leaf transcriptomes in chelidonium majus l.
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6464174/
https://www.ncbi.nlm.nih.gov/pubmed/30986259
http://dx.doi.org/10.1371/journal.pone.0215165
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