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SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.

BACKGROUND: Pogostemon cablin (Blanco) Benth. also called patchouli, is a traditional medicinal and aromatic plant that grows mainly in Southeast Asia and China. In China, P. cablin is divided into two chemical types: the patchouliol-type and the pogostone-type. Patchouliol-type patchouli usually gr...

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Autores principales: Zhang, Hongyi, Deng, Wenjing, Lu, Changhua, He, Mengling, Yan, Hanjing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877398/
https://www.ncbi.nlm.nih.gov/pubmed/35223208
http://dx.doi.org/10.7717/peerj.12940
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author Zhang, Hongyi
Deng, Wenjing
Lu, Changhua
He, Mengling
Yan, Hanjing
author_facet Zhang, Hongyi
Deng, Wenjing
Lu, Changhua
He, Mengling
Yan, Hanjing
author_sort Zhang, Hongyi
collection PubMed
description BACKGROUND: Pogostemon cablin (Blanco) Benth. also called patchouli, is a traditional medicinal and aromatic plant that grows mainly in Southeast Asia and China. In China, P. cablin is divided into two chemical types: the patchouliol-type and the pogostone-type. Patchouliol-type patchouli usually grow taller, with thicker stems and bigger leaves, and produce more aromatic oil. METHODS: To better understand the genetic differences between the two chemical types that contribute to their differences in morphology and biosynthetic capabilities, we constructed de novo transcriptomes from both chemical types using the Pacific Biosciences (PacBio) Sequel platform and performed differential expression analysis of multiple tissues using Illumina short reads. RESULTS: In this study, using single-molecule real-time (SMRT) long-read sequencing, we obtained 22.07 GB of clean data and 134,647 nonredundant transcripts from two chemical types. Additionally, we identified 126,576 open reading frames (ORFs), 100,638 coding sequences (CDSs), 4,106 long noncoding RNAs (lncRNAs) and 6,829 transcription factors (TFs) from two chemical types of P. cablin. We adopted PacBio and Illumina sequencing to identify differentially expressed transcripts (DEGs) in three tissues of the two chemical types. More DEGs were observed in comparisons of different tissues collected from the same chemical type relative to comparisons of the same tissue collected from different chemical types. Furthormore, using KEGG enrichment analysis of DEGs, we found that the most enriched biosynthetic pathways of secondary metabolites of the two chemical types were “terpenoid backbone biosynthesis”, “phenylpropanoid biosynthesis”, “plant hormone signal transduction”, “sesquiterpenoid and triterpenoid biosynthesis”, “ubiquinone and other terpenoid-quinone biosynthesis”, “flavonoid biosynthesis”, and “flavone and flavonol biosynthesis”. However, the main pathways of the patchouliol-type also included “diterpene biosynthesis” and “monoterpene biosynthesis”. Additionally, by comparing the expression levels of the three tissues verified by qRT-PCR, more DEGs in the roots were upregulated in the mevalonate (MVA) pathway in the cytoplasm, but more DEGs in the leaves were upregulated in the methylerythritol phosphate (MEP) pathway in the plastid, both of which are important pathways for terpenoids biosynthesis. These findings promote the study of further genome annotation and transcriptome research in P. cablin.
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spelling pubmed-88773982022-02-26 SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth. Zhang, Hongyi Deng, Wenjing Lu, Changhua He, Mengling Yan, Hanjing PeerJ Bioinformatics BACKGROUND: Pogostemon cablin (Blanco) Benth. also called patchouli, is a traditional medicinal and aromatic plant that grows mainly in Southeast Asia and China. In China, P. cablin is divided into two chemical types: the patchouliol-type and the pogostone-type. Patchouliol-type patchouli usually grow taller, with thicker stems and bigger leaves, and produce more aromatic oil. METHODS: To better understand the genetic differences between the two chemical types that contribute to their differences in morphology and biosynthetic capabilities, we constructed de novo transcriptomes from both chemical types using the Pacific Biosciences (PacBio) Sequel platform and performed differential expression analysis of multiple tissues using Illumina short reads. RESULTS: In this study, using single-molecule real-time (SMRT) long-read sequencing, we obtained 22.07 GB of clean data and 134,647 nonredundant transcripts from two chemical types. Additionally, we identified 126,576 open reading frames (ORFs), 100,638 coding sequences (CDSs), 4,106 long noncoding RNAs (lncRNAs) and 6,829 transcription factors (TFs) from two chemical types of P. cablin. We adopted PacBio and Illumina sequencing to identify differentially expressed transcripts (DEGs) in three tissues of the two chemical types. More DEGs were observed in comparisons of different tissues collected from the same chemical type relative to comparisons of the same tissue collected from different chemical types. Furthormore, using KEGG enrichment analysis of DEGs, we found that the most enriched biosynthetic pathways of secondary metabolites of the two chemical types were “terpenoid backbone biosynthesis”, “phenylpropanoid biosynthesis”, “plant hormone signal transduction”, “sesquiterpenoid and triterpenoid biosynthesis”, “ubiquinone and other terpenoid-quinone biosynthesis”, “flavonoid biosynthesis”, and “flavone and flavonol biosynthesis”. However, the main pathways of the patchouliol-type also included “diterpene biosynthesis” and “monoterpene biosynthesis”. Additionally, by comparing the expression levels of the three tissues verified by qRT-PCR, more DEGs in the roots were upregulated in the mevalonate (MVA) pathway in the cytoplasm, but more DEGs in the leaves were upregulated in the methylerythritol phosphate (MEP) pathway in the plastid, both of which are important pathways for terpenoids biosynthesis. These findings promote the study of further genome annotation and transcriptome research in P. cablin. PeerJ Inc. 2022-02-22 /pmc/articles/PMC8877398/ /pubmed/35223208 http://dx.doi.org/10.7717/peerj.12940 Text en © 2022 Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Bioinformatics
Zhang, Hongyi
Deng, Wenjing
Lu, Changhua
He, Mengling
Yan, Hanjing
SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.
title SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.
title_full SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.
title_fullStr SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.
title_full_unstemmed SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.
title_short SMRT sequencing of full-length transcriptome and gene expression analysis in two chemical types of Pogostemon cablin (Blanco) Benth.
title_sort smrt sequencing of full-length transcriptome and gene expression analysis in two chemical types of pogostemon cablin (blanco) benth.
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8877398/
https://www.ncbi.nlm.nih.gov/pubmed/35223208
http://dx.doi.org/10.7717/peerj.12940
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