Computational exploration of microRNAs from expressed sequence tags of Humulus lupulus, target predictions and expression analysis
Language English Country Great Britain, England Media print-electronic
Document type Journal Article, Research Support, Non-U.S. Gov't
PubMed
26476128
DOI
10.1016/j.compbiolchem.2015.09.005
PII: S1476-9271(15)30157-2
Knihovny.cz E-resources
- Keywords
- Comparative genomics, Expressed sequence tags, Humulus lupulus, Posttranscriptional gene regulation, microRNA,
- MeSH
- Databases, Genetic MeSH
- Expressed Sequence Tags * MeSH
- Gene Regulatory Networks genetics MeSH
- Humulus genetics MeSH
- MicroRNAs genetics MeSH
- Reverse Transcriptase Polymerase Chain Reaction MeSH
- Gene Expression Regulation, Plant genetics MeSH
- Genes, Plant genetics MeSH
- Software * MeSH
- Gene Expression Profiling MeSH
- Publication type
- Journal Article MeSH
- Research Support, Non-U.S. Gov't MeSH
- Names of Substances
- MicroRNAs MeSH
Among computationally predicted and experimentally validated plant miRNAs, several are conserved across species boundaries in the plant kingdom. In this study, a combined experimental-in silico computational based approach was adopted for the identification and characterization of miRNAs in Humulus lupulus (hop), which is widely cultivated for use by the brewing industry and apart from, used as a medicinal herb. A total of 22 miRNAs belonging to 17 miRNA families were identified in hop following comparative computational approach and EST-based homology search according to a series of filtering criteria. Selected miRNAs were validated by end-point PCR and quantitative reverse transcription-polymerase chain reaction (qRT-PCR), confirmed the existence of conserved miRNAs in hop. Based on the characteristic that miRNAs exhibit perfect or nearly perfect complementarity with their targeted mRNA sequences, a total of 47 potential miRNA targets were identified in hop. Strikingly, the majority of predicted targets were belong to transcriptional factors which could regulate hop growth and development, including leaf, root and even cone development. Moreover, the identified miRNAs may also be involved in other cellular and metabolic processes, such as stress response, signal transduction, and other physiological processes. The cis-regulatory elements relevant to biotic and abiotic stress, plant hormone response, flavonoid biosynthesis were identified in the promoter regions of those miRNA genes. Overall, findings from this study will accelerate the way for further researches of miRNAs, their functions in hop and shows a path for the prediction and analysis of miRNAs to those species whose genomes are not available.
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