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De Novo assembly of expressed transcripts and global transcriptomic analysis from seedlings of the paper mulberry (Broussonetia kazinoki x Broussonetia papyifera).

TLDR
This global expression analysis provided novel insights about the molecular mechanisms of the biosynthesis of flavonoid, lignin and cellulose, as well as on the response to biotic and abiotic stresses including the remediation of contaminated soil by the paper mulberry.
Abstract
The paper mulberry is one of the multifunctional tree species in agroforestry systems and is also commonly utilized in traditional medicine in China and other Asian countries. However, little is known about its molecular genetics, which hinders research on and exploitation of this valuable resource. To discern the correlation between gene expression and the essential properties of the paper mulberry, we performed a transcriptomics analysis, assembling a total of 37,725 unigenes from 54,638,676 reads generated by RNA-seq. Among these, 22,692 unigenes showed greater than 60% similarity with genes from other species. The lengths of 13,566 annotated unigenes were longer than 1,000 bp. Functional clustering analysis with COG (Cluster of Orthologous Groups) revealed that 17,184 unigenes are primarily involved in transcription, translation, signal transduction, carbohydrate metabolism, secondary metabolism, and energy metabolism. GO (Gene Ontology) annotation suggests enrichment of genes encoding antioxidant activity, transporter activity, biosynthesis, metabolism and stress response, with a total of 30,659 unigenes falling in these categories. KEGG (Kyoto Encyclopedia of Genes and Genomes) metabolic pathway analysis showed that 7,199 unigenes are associated with 119 metabolic pathways. In addition to the basic metabolism, these genes are enriched for plant pathogen interaction, flavonoid metabolism and other secondary metabolic processes. Furthermore, differences in the transcriptomes of leaf, stem and root tissues were analyzed and 7,233 specifically expressed unigenes were identified. This global expression analysis provided novel insights about the molecular mechanisms of the biosynthesis of flavonoid, lignin and cellulose, as well as on the response to biotic and abiotic stresses including the remediation of contaminated soil by the paper mulberry.

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Journal ArticleDOI

Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors.

TL;DR: This study identified the key TFs that function in the regulatory cascades mediating the activation of downstream genes during cold tress tolerance in the paper mulberry and found that the AP2/ERF, bHLH, MYB, NAC and WRKY families might play the central and significant roles during cold stress response in thepaper mulberry.
Journal ArticleDOI

The cold responsive mechanism of the paper mulberry: decreased photosynthesis capacity and increased starch accumulation

TL;DR: The starch accumulation and the photoinhibition might be the main adaptive mechanism of the paper mulberry responded to cold stress, and enhancing the transport and hydrolysis of photosynthetic products could be the potential targets for improving the cold tolerance of thepaper mulberry.
Journal ArticleDOI

De novo assembly and analysis of the Artemisia argyi transcriptome and identification of genes involved in terpenoid biosynthesis.

TL;DR: This study serves as a valuable resource for transcriptome information, as many transcribed genes related to terpenoid biosynthesis were identified in the A. argyi transcriptome, providing a functional genomic basis for additional studies on molecular mechanisms underlying the medicinal use of A. Argyi.
Journal ArticleDOI

De novo assembly of a genome-wide transcriptome map of Vicia faba (L.) for transfer cell research

TL;DR: In this article, a genome-wide transcriptome map for Vicia faba was assembled using a De-Bruijn graph-based approach, of which 80.6% were successfully annotated against GO terms.
Journal ArticleDOI

Phosphoproteomic Analysis of Paper Mulberry Reveals Phosphorylation Functions in Chilling Tolerance.

TL;DR: A schematic for the chilling tolerance mechanism at phosphorylation level was developed and a protein kinase and phosphatases hub protein were found to be involved in cross-talk between Ca2+, BR, ABA, and ethylene-mediated signaling pathways.
References
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Journal ArticleDOI

Mapping and quantifying mammalian transcriptomes by RNA-Seq.

TL;DR: Although >90% of uniquely mapped reads fell within known exons, the remaining data suggest new and revised gene models, including changed or additional promoters, exons and 3′ untranscribed regions, as well as new candidate microRNA precursors.
Journal ArticleDOI

De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis

TL;DR: This protocol provides a workflow for genome-independent transcriptome analysis leveraging the Trinity platform and presents Trinity-supported companion utilities for downstream applications, including RSEM for transcript abundance estimation, R/Bioconductor packages for identifying differentially expressed transcripts across samples and approaches to identify protein-coding genes.
Journal ArticleDOI

Differential analysis of gene regulation at transcript resolution with RNA-seq

TL;DR: Cuffdiff 2, an algorithm that estimates expression at transcript-level resolution and controls for variability evident across replicate libraries, robustly identifies differentially expressed transcripts and genes and reveals differential splicing and promoter-preference changes.
Journal ArticleDOI

Research on plant abiotic stress responses in the post‐genome era: past, present and future

Takashi Hirayama, +1 more
- 01 Mar 2010 - 
TL;DR: Recent progress in abiotic stress studies, especially in the post-genomic era, is summarized, new perspectives on research directions for the next decade are offered, and the availability of the complete genome sequence has facilitated access to essential information.
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