College of Life Science, Wuhan University, Wuhan, China.
Institute of Chinese Medicinal Materials, Hubei Academy of Agricultural Sciences, Enshi, China.
PLoS One. 2019 Jun 4;14(6):e0217593. doi: 10.1371/journal.pone.0217593. eCollection 2019.
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.
野葛是一种重要的药用植物。转录组测序、基因组装、转录本注释和基因表达谱研究在基因功能研究中起着至关重要的作用。然而,野葛的全长转录组仍然未知。在这里,我们使用 PacBio RS II Isoform 和 Illumina 测序平台获得了 44339 条非冗余野葛转录本,其中 43195 条被注释为基因。与根部的表达水平相比,叶片或茎部中|fold change|≥4且 FDR<0.01的转录本被定义为差异表达转录本(DETs)。总共发现了 9225 个 DETs,其中 32 个来自结构基因,这些基因可能参与异黄酮的生物合成。8 个结构基因的 RNA-Seq 数据的表达谱通过 qRT-PCR 进行了验证。我们使用 Pearson 相关系数(r)(r>0.8 或 r<-0.8)鉴定了 437 个转录因子(TFs),这些 TFs与至少 1 个参与异黄酮生物合成的结构基因呈正相关或负相关。我们还总共鉴定了 32 个 miRNA(miRNAs),这些 miRNA 靶向了 805 个转录本。这些 miRNA 导致了“ATP 结合”、“防御反应”、“ADP 结合”和“信号转导”等功能的富集。有趣的是,MIR156a 可能通过抑制 SBP 来促进异黄酮的生物合成,而 MIR319 可能通过抑制 TCP 和 HB-HD-ZIP 来促进异黄酮的生物合成。最后,我们鉴定了 2690 个可变剪接事件,包括反式肉桂酸 4-单加氧酶和普鲁兰酶的结构基因,它们可能分别参与异黄酮和淀粉的生物合成,以及三个可能参与异黄酮生物合成的 TF 的可变剪接事件。总的来说,这些结果为我们提供了野葛基因表达和调控的全面见解。