Literature DB >> 35325428

An Integrated Bioinformatics and Functional Approach for miRNA Validation.

Sombir Rao1, Sonia Balyan1, Chandni Bansal1, Saloni Mathur2.   

Abstract

MicroRNAs (miRNAs) are small (20-24 nucleotides) non-coding ribo-regulatory molecules with significant roles in regulating target mRNA and long non-coding RNAs at transcriptional and post-transcriptional levels. Rapid advancement in the small RNA sequencing methods with integration of degradome sequencing has accelerated the understanding of miRNA-mediated regulatory hubs in plants and yielded extensive annotation of miRNAs and corresponding targets. However, it is becoming clear that large numbers of such annotations are questionable. Therefore, it is imperative to adopt reliable and strict bioinformatics pipelines for miRNA identification. Furthermore, sensitive methods are needed for validation and functional characterization of miRNA and its target(s). In this chapter, we have provided a comprehensive and streamlined methodology for miRNA identification and its functional validation in plants. This includes a combination of various in silico and experimental methodologies. To identify miRNA compendium from large-scale Next-Generation Sequencing (NGS) small RNA datasets, the miR-PREFeR (miRNA PREdiction From small RNA-Seq data) bioinformatics tool has been described. Also, a homology-based search protocol for finding members of a specific miRNA family has been discussed. The chapter also includes techniques to ascertain miRNA:target pair specificity using in silico target prediction from degradome NGS libraries using CleaveLand pipeline, miRNA:target validation by in planta transient assays, 5' RLM-RACE and expression analysis as well as functional techniques like miRNA overexpression, short tandem target mimic and resistant target approaches. The proposed strategy offers a reliable and sensitive way for miRNA:target identification and validation. Additionally, we strongly promulgate the use of multiple methodologies to validate a miRNA as well as its target.
© 2022. Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  5′ RLM-RACE; Degradome; MicroRNAs; Resistant target; Short Tandem Target Mimic; Target cleavage; miRNA sensor

Mesh:

Substances:

Year:  2022        PMID: 35325428     DOI: 10.1007/978-1-0716-1875-2_17

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  45 in total

Review 1.  MicroRNAs: genomics, biogenesis, mechanism, and function.

Authors:  David P Bartel
Journal:  Cell       Date:  2004-01-23       Impact factor: 41.582

2.  MicroRNAs in plants.

Authors:  Brenda J Reinhart; Earl G Weinstein; Matthew W Rhoades; Bonnie Bartel; David P Bartel
Journal:  Genes Dev       Date:  2002-07-01       Impact factor: 11.361

Review 3.  Functions of microRNAs and related small RNAs in plants.

Authors:  Allison C Mallory; Hervé Vaucheret
Journal:  Nat Genet       Date:  2006-06       Impact factor: 38.330

4.  Heat stress induction of miR398 triggers a regulatory loop that is critical for thermotolerance in Arabidopsis.

Authors:  Qingmei Guan; Xiaoyan Lu; Haitao Zeng; Yanyan Zhang; Jianhua Zhu
Journal:  Plant J       Date:  2013-04-03       Impact factor: 6.417

5.  Global identification of microRNA-target RNA pairs by parallel analysis of RNA ends.

Authors:  Marcelo A German; Manoj Pillay; Dong-Hoon Jeong; Amit Hetawal; Shujun Luo; Prakash Janardhanan; Vimal Kannan; Linda A Rymarquis; Kan Nobuta; Rana German; Emanuele De Paoli; Cheng Lu; Gary Schroth; Blake C Meyers; Pamela J Green
Journal:  Nat Biotechnol       Date:  2008-06-09       Impact factor: 54.908

6.  Characterization of drought- and heat-responsive microRNAs in switchgrass.

Authors:  Vandana Hivrale; Yun Zheng; Chandra Obul Reddy Puli; Guru Jagadeeswaran; Kanchana Gowdu; Vijaya Gopal Kakani; Abdelali Barakat; Ramanjulu Sunkar
Journal:  Plant Sci       Date:  2015-07-31       Impact factor: 4.729

7.  A miR169 isoform regulates specific NF-YA targets and root architecture in Arabidopsis.

Authors:  Céline Sorin; Marie Declerck; Aurélie Christ; Thomas Blein; Linnan Ma; Christine Lelandais-Brière; Maria Fransiska Njo; Tom Beeckman; Martin Crespi; Caroline Hartmann
Journal:  New Phytol       Date:  2014-02-17       Impact factor: 10.151

8.  Endogenous siRNA and miRNA targets identified by sequencing of the Arabidopsis degradome.

Authors:  Charles Addo-Quaye; Tifani W Eshoo; David P Bartel; Michael J Axtell
Journal:  Curr Biol       Date:  2008-05-08       Impact factor: 10.834

9.  Novel insights into expansion and functional diversification of MIR169 family in tomato.

Authors:  Sombir Rao; Sonia Balyan; Sarita Jha; Saloni Mathur
Journal:  Planta       Date:  2020-01-24       Impact factor: 4.116

10.  Wheat miRNA TaemiR408 Acts as an Essential Mediator in Plant Tolerance to Pi Deprivation and Salt Stress via Modulating Stress-Associated Physiological Processes.

Authors:  Qianqian Bai; Xiaoying Wang; Xi Chen; Guiqing Shi; Zhipeng Liu; Chengjin Guo; Kai Xiao
Journal:  Front Plant Sci       Date:  2018-04-18       Impact factor: 5.753

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