Prediction and validation of microRNAs and their targets

MicroRNAs are short non-coding RNAs that inhibit translation of target genes by binding to their mRNAs, and have been shown to play a central role in gene regulation in health and disease. Sophisticated computer-based prediction approaches of microRNAs and of their targets, and effective biological validation techniques for validating these predictions, now play a central role in discovery of microRNAs and elucidating their functions.     

Identification of microRNAs and their targets from Populus euphratica

Populus euphratica is an ideal model system for research into the abiotic stress resistance research of woody plants. Although microRNAs have been found in poplars and have been shown to have diverse biological functions, a majority of them are genus- or specie-specific and few microRNAs have been found in P. euphratica to date. In this study, microRNA cloning and computational expressed sequence tag analysis were used to identify 72 putative miRNA sequences in P. euphratica. These sequences could be classified into 21 families, 12 of which were novel, increasing the number of known poplar microRNA families from 42 to 54. Expression analysis indicated that five P. euphratica microRNAs were induced by dehydration stress. Bioinformatics prediction showed that the 130 target genes are involved in development, resistance to stress, and other cellular processes. These results suggest several roles for miRNAs in the regulatory networks associated with the abiotic stress resistance of tree species.     

Identification of conserved microRNAs and their targets from Solanum lycopersicum Mill

MicroRNAs (miRNAs) are a class of highly conserved endogenous non-coding small RNAs crossing kingdoms of organisms. By searching known miRNAs identified from plant species against tomato nucleotide sequences, 13 pre-miRNAs of the nine mature miRNAs were found, amongst, six had been cloned. To confirm our prediction, a miRNA-detecting microarray was designed with probes complementary to all non-redundant mature plant miRNAs documented to date. After hybridizing with small RNAs extracted from tomato leaf tissue, 78 highly expressed mature miRNAs were detected, including all the miRNAs predicted above. Conformation of some miRNAs expression by Northern hybridization indicated that they were highly accumulated not only in leaf tissues but also in roots and stems. Additional BLAST searches with newly recognized miRNAs against tomato mRNAs from NCBI yielded 23 potential targets mainly associated with the phase change from vegetative to generative growth, with flower development and with responding to plant hormone and virus stress.     

Genome-wide identification of Brassica napus microRNAs and their targets in response to cadmium

MicroRNAs (miRNAs) are a distinct class of small RNAs in plants that not only regulate biological processes but also regulate response to environmental stresses. The toxic heavy metal cadmium (Cd) induces expression of several miRNAs in rapeseed (Brassica napus), but it is not known on a genome-wide scale how the expression of miRNAs and their target genes, is regulated by Cd. In this study, four small RNA libraries and four degradome libraries were constructed from Cd-treated and non-Cd-treated roots and shoots of B. napus seedlings. Using high-throughput sequencing, the study identified 84 conserved and non-conserved miRNAs (belonging to 37 miRNA families) from Cd-treated and non-treated B. napus, including 19 miRNA members that were not identified before. Some of the miRNAs were validated by RNA gel blotting. Most of the identified miRNAs were found to be differentially expressed in roots/shoots or regulated by Cd exposure. The study simultaneously identified 802 targets for the 37 (24 conserved and 13 non-conserved) miRNA families, from which there are 200, 537, and 65 targets, belonging to categories I, II, and III, respectively. In category I alone, many novel targets for miRNAs were identified and shown to be involved in plant response to Cd.