Identification and molecular characterization of miRNAs and their target genes associated with seed development through small RNA sequencing in chickpea
Authors:
- 25 February 2021
- journal article
- research article
- Published by Springer Nature in Functional & Integrative Genomics
- Vol. 21 (2) , 283-298
Abstract
Multiple studies have attempted to dissect the molecular mechanism underlying seed development in chickpea (Cicer arietinum L.). These studies highlight the need to focus on the role of miRNAs in regulating storage protein accumulation in seeds. Therefore, a total of 8,856,691 short-read sequences were generated from a small RNA library of developing chickpea seeds and were analyzed using miRDeep-P to identify 74 known and 26 novel miRNA sequences. Known miRNAs were classified into 22 miRNA families with miRNA156 family being most abundant. Of the 26 putative novel miRNAs identified, only 22 could be experimentally validated using stem loop end point PCR. Differential expression analyses led to the identification of known as well as novel miRNAs that could regulate various stages of chickpea seed development. In silico target prediction revealed several important target genes and transcription factors like SPL, mediator of RNA Polymerase II transcription subunit 12, aspartic proteinase and NACs, which were further validated by real-time PCR analysis. A comparative expression analysis in chickpea genotypes with contrasting seed protein content revealed one known (Car-miR156h) and two novel miRNA (Car-novmiR7 and Car-novmiR23) candidates to be highly expressed in the LPC (low protein content) chickpea genotypes, targets of which are known to regulate seed storage protein accumulation. Therefore, this study provides a useful resource in the form of miRNA and their targets which can be further utilized to understand and manipulate various regulatory mechanisms involved in seed development with the overall aim of improving yield and nutrition attributes in chickpea.Keywords
Funding Information
- Department of Biotechnology, India (BT/ AGR/CG-PhaseII/01/2014)
This publication has 90 references indexed in Scilit:
- Biogenesis, Turnover, and Mode of Action of Plant MicroRNAsThe Plant Cell, 2013
- A Review of Computational Tools in microRNA DiscoveryFrontiers in Genetics, 2013
- Role of miRNAs and siRNAs in biotic and abiotic stress responses of plantsBiochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms, 2012
- psRNATarget: a plant small RNA target analysis serverNucleic Acids Research, 2011
- MicroRNAs prevent precocious gene expression and enable pattern formation during plant embryogenesisGenes & Development, 2010
- Fast and accurate short read alignment with Burrows–Wheeler transformBioinformatics, 2009
- Expression profiling of microRNAs by deep sequencingBriefings in Bioinformatics, 2009
- Genetic analysis reveals functional redundancy and the major target genes of the Arabidopsis miR159 familyProceedings of the National Academy of Sciences, 2007
- AUXIN RESPONSE FACTOR8Is a Negative Regulator of Fruit Initiation inArabidopsisThe Plant Cell, 2006
- Approaches to microRNA discoveryNature Genetics, 2006