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Recent Applications of RNA Sequencing in Food and Agriculture

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TLDR
This chapter introduces RNA-Seq and surveys its recent food and agriculture applications, ranging from differential gene expression, variants calling and detection, allele-specific expression, alternative splicing, alternative polyadenylation site usage, microRNA profiling, circular RNAs, single-cell RNA- Seq, metatranscriptomics, and systems biology.
Abstract
RNA sequencing (RNA-Seq) is the leading, routine, high-throughput, and cost-effective next-generation sequencing (NGS) approach for mapping and quantifying transcriptomes, and determining the transcriptional structure. The transcriptome is a complete collection of transcripts found in a cell or tissue or organism at a given time point or specific developmental or environmental or physiological condition. The emergence and evolution of RNA-Seq chemistries have changed the landscape and the pace of transcriptome research in life sciences over a decade. This chapter introduces RNA-Seq and surveys its recent food and agriculture applications, ranging from differential gene expression, variants calling and detection, allele-specific expression, alternative splicing, alternative polyadenylation site usage, microRNA profiling, circular RNAs, single-cell RNA-Seq, metatranscriptomics, and systems biology. A few popular RNA-Seq databases and analysis tools are also presented for each application. We began to witness the broader impacts of RNA-Seq in addressing complex biological questions in food and agriculture.

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De Novo Transcriptome Analysis Reveals Flowering-Related Genes That Potentially Contribute to Flowering-Time Control in the Japanese Cultivated Gentian Gentiana triflora

TL;DR: In this article , the authors obtained transcriptome profiling data using the Gentiana triflora cultivar ‘Maciry’, which typically flowers in late July, and conducted deep RNA sequencing analysis using gentian plants grown under natural field conditions for three months before flowering.
References
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Journal ArticleDOI

CuAS: a database of annotated transcripts generated by alternative splicing in cucumbers

TL;DR: A database of annotated transcripts generated by alternative splicing in cucumbers (CuAS) that integrates genomic annotations, isoform-level functions, iso form-level features, and tissue-specific AS events among multiple tissues is constructed.
Journal ArticleDOI

Biological significance of RNA-seq and single-cell genomic research in woody plants

TL;DR: This review will focus on RNA-seq and single-cell RNA sequencing in woody plants, understanding of plant development through single-cells RNA-sequencing, and elucidation of cell type composition via single- cell RNA- sequencing.
Journal ArticleDOI

Identification of microRNAs and their targets in four Gossypium species using RNA sequencing

TL;DR: A unified study identifies 21 and 33 conserved miRNA families across four Gossypium species and three tissue libraries, respectively and identifies most of the identified targets were regulated by mRNA cleavage than by translational repression.
Journal ArticleDOI

Discovering All Transcriptome Single-Nucleotide Polymorphisms and Scanning for Selection Signatures in Ducks (Anas platyrhynchos)

TL;DR: The potential of population genetic approaches for identifying genomic regions affecting domestication-related phenotypes and further helps to increase the known genetic information about this economically important animal is illustrated.
Journal ArticleDOI

Animal-APAdb: a comprehensive animal alternative polyadenylation database

TL;DR: Using the RNA sequencing data collected from public databases, this work systematically characterized the APA profiles in 9244 samples of 18 species and developed Animal-APAdb, a user-friendly database for data searching, browsing and downloading that may greatly facilitate the exploration of animal APA patterns and novel mechanisms, gene expression regulation and APA evolution across tissues and species.
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What RNA and RNA sequencing?

RNA is a molecule that carries genetic information. RNA sequencing (RNA-Seq) is a method to analyze transcriptomes, providing insights into gene expression and structure in various fields like food and agriculture.