Cargando…

Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth

Pueraria thomsonii Benth is an important medicinal plant. Transcriptome sequencing, unigene assembly, the annotation of transcripts and the study of gene expression profiles play vital roles in gene function research. However, the full-length transcriptome of P. thomsonii remains unknown. Here, we o...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Meijun, Yao, Yiwei, Li, Yanni, Yang, Meng, Li, Yu, Wu, Bin, Yu, Dazhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6548387/
https://www.ncbi.nlm.nih.gov/pubmed/31163077
http://dx.doi.org/10.1371/journal.pone.0217593
_version_ 1783423837494312960
author He, Meijun
Yao, Yiwei
Li, Yanni
Yang, Meng
Li, Yu
Wu, Bin
Yu, Dazhao
author_facet He, Meijun
Yao, Yiwei
Li, Yanni
Yang, Meng
Li, Yu
Wu, Bin
Yu, Dazhao
author_sort He, Meijun
collection PubMed
description Pueraria thomsonii Benth is an important medicinal plant. Transcriptome sequencing, unigene assembly, the annotation of transcripts and the study of gene expression profiles play vital roles in gene function research. However, the full-length transcriptome of P. thomsonii remains unknown. Here, we obtained 44,339 nonredundant transcripts of P. thomsonii by using the PacBio RS II Isoform and Illumina sequencing platforms, of which 43,195 were annotated genes. Compared with the expression levels in the plant roots, those of transcripts with a |fold change| ≥ 4 and FDR < 0.01 in the leaves or stems were assigned as differentially expressed transcripts (DETs). In total, we found 9,225 DETs, 32 of which came from structural genes that were potentially involved in isoflavone biosynthesis. The expression profiles of 8 structural genes from the RNA-Seq data were validated by qRT-PCR. We identified 437 transcription factors (TFs) that were positively or negatively correlated with at least 1 of the structural genes involved in isoflavone biosynthesis using Pearson correlation coefficients (r) (r > 0.8 or r < -0.8). We also identified a total of 32 microRNAs (miRNAs), which targeted 805 transcripts. These miRNAs caused enriched function in ‘ATP binding’, ‘defense response’, ‘ADP binding’, and ‘signal transduction’. Interestingly, MIR156a potentially promoted isoflavone biosynthesis by repressing SBP, and MIR319 promoted isoflavone biosynthesis by repressing TCP and HB-HD-ZIP. Finally, we identified 2,690 alternative splicing events, including that of the structural genes of trans-cinnamate 4-monooxygenase and pullulanase, which are potentially involved in the biosynthesis of isoflavone and starch, respectively, and of three TFs potentially involved in isoflavone biosynthesis. Together, these results provide us with comprehensive insight into the gene expression and regulation of P. thomsonii.
format Online
Article
Text
id pubmed-6548387
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-65483872019-06-17 Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth He, Meijun Yao, Yiwei Li, Yanni Yang, Meng Li, Yu Wu, Bin Yu, Dazhao PLoS One Research Article Pueraria thomsonii Benth is an important medicinal plant. Transcriptome sequencing, unigene assembly, the annotation of transcripts and the study of gene expression profiles play vital roles in gene function research. However, the full-length transcriptome of P. thomsonii remains unknown. Here, we obtained 44,339 nonredundant transcripts of P. thomsonii by using the PacBio RS II Isoform and Illumina sequencing platforms, of which 43,195 were annotated genes. Compared with the expression levels in the plant roots, those of transcripts with a |fold change| ≥ 4 and FDR < 0.01 in the leaves or stems were assigned as differentially expressed transcripts (DETs). In total, we found 9,225 DETs, 32 of which came from structural genes that were potentially involved in isoflavone biosynthesis. The expression profiles of 8 structural genes from the RNA-Seq data were validated by qRT-PCR. We identified 437 transcription factors (TFs) that were positively or negatively correlated with at least 1 of the structural genes involved in isoflavone biosynthesis using Pearson correlation coefficients (r) (r > 0.8 or r < -0.8). We also identified a total of 32 microRNAs (miRNAs), which targeted 805 transcripts. These miRNAs caused enriched function in ‘ATP binding’, ‘defense response’, ‘ADP binding’, and ‘signal transduction’. Interestingly, MIR156a potentially promoted isoflavone biosynthesis by repressing SBP, and MIR319 promoted isoflavone biosynthesis by repressing TCP and HB-HD-ZIP. Finally, we identified 2,690 alternative splicing events, including that of the structural genes of trans-cinnamate 4-monooxygenase and pullulanase, which are potentially involved in the biosynthesis of isoflavone and starch, respectively, and of three TFs potentially involved in isoflavone biosynthesis. Together, these results provide us with comprehensive insight into the gene expression and regulation of P. thomsonii. Public Library of Science 2019-06-04 /pmc/articles/PMC6548387/ /pubmed/31163077 http://dx.doi.org/10.1371/journal.pone.0217593 Text en © 2019 He 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
He, Meijun
Yao, Yiwei
Li, Yanni
Yang, Meng
Li, Yu
Wu, Bin
Yu, Dazhao
Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth
title Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth
title_full Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth
title_fullStr Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth
title_full_unstemmed Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth
title_short Comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in Pueraria thomsonii Benth
title_sort comprehensive transcriptome analysis reveals genes potentially involved in isoflavone biosynthesis in pueraria thomsonii benth
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6548387/
https://www.ncbi.nlm.nih.gov/pubmed/31163077
http://dx.doi.org/10.1371/journal.pone.0217593
work_keys_str_mv AT hemeijun comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth
AT yaoyiwei comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth
AT liyanni comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth
AT yangmeng comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth
AT liyu comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth
AT wubin comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth
AT yudazhao comprehensivetranscriptomeanalysisrevealsgenespotentiallyinvolvedinisoflavonebiosynthesisinpuerariathomsoniibenth