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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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Wide-ranging transcriptome remodelling mediated by alternative polyadenylation in response to abiotic stresses in Sorghum

TL;DR: A genome-wide APA analysis unveiled widespread occurrence of APA in sorghum in response to drought, heat, and salt stress, and uncovered a novel stress-specific cis-element in intronic poly(A) sites used in drought- and heat-stressed plants that might play an important role in non-canonical poly( A) site choice inresponse to abiotic stresses.
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CircRNAwrap - a flexible pipeline for circRNA identification, transcript prediction, and abundance estimation.

TL;DR: Application of circRNAwrap on the included datasets reveals that the novel protocol can assist researchers in the study of circRNAs and the effectiveness of existing tools on collected and simulated data is measured.
Journal ArticleDOI

circRNAprofiler: an R-based computational framework for the downstream analysis of circular RNAs

TL;DR: Overall, the circRNA analysis workflow implemented by circRNAprofiler is highly automated and customizable, and the results of the analyses can be used as starting point for further investigation in the role of specific circRNAs in any physiological or pathological condition.
Journal ArticleDOI

Perspectives on microRNAs and Phased Small Interfering RNAs in Maize (Zea mays L.): Functions and Big Impact on Agronomic Traits Enhancement

TL;DR: A survey of the knowledge on miRNA and phased siRNA functions in controlling agronomic traits in maize is provided and improvement of those traits through manipulating the expression of sRNAs or their targets is discussed.
Journal ArticleDOI

Genome-wide analysis of expression QTL (eQTL) and allele-specific expression (ASE) in pig muscle identifies candidate genes for meat quality traits.

TL;DR: The present study confirmed several previously published candidate genes and identified some novel candidate genes for meat quality traits via eQTL and ASE analyses, which will be useful to prioritize candidate genes in further studies.
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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.