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Updated: Aug 14, 2026

A Bioinformatics Pipeline to Accurately and Efficiently Analyze the MicroRNA Transcriptomes in Plants
Published on: January 21, 2020
PmiREN: a comprehensive encyclopedia of plant miRNAs
Zhonglong Guo1,2, Zheng Kuang1,2, Ying Wang1,2
1Beijing Agro-biotechnology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P. R. China.
Abstract:
MicroRNAs (miRNAs) are small non-coding RNA molecules that function as diverse endogenous gene regulators at the post-transcriptional level. In the past two decades, as research effort on miRNA identification, function and evolution has soared, so has the demand for miRNA databases. However, the current plant miRNA databases suffer from several typical drawbacks, including a lack of entries for many important species, uneven annotation standards across different species, abundant questionable entries, and limited annotation. To address these issues, we developed a knowledge-based database called Plant miRNA Encyclopedia (PmiREN, http://www.pmiren.com/), which was based on uniform processing of sequenced small RNA libraries using miRDeep-P2, followed by manual curation using newly updated plant miRNA identification criteria, and comprehensive annotation. PmiREN currently contains 16,422 high confidence novel miRNA loci in 88 plant species and 3,966 retrieved from miRBase. For every miRNA entry, information on precursor sequence, precursor secondary structure, expression pattern, clusters and synteny in the genome, potential targets supported by Parallel Analysis of RNA Ends (PARE) sequencing, and references is attached whenever possible. PmiREN is hierarchically accessible and has eight built-in search engines. We believe PmiREN is useful for plant miRNA cataloguing and data mining, therefore a resource for data-driven miRNA research in plants.
Insights
A new plant microRNA (miRNA) database, PmiREN, offers comprehensive data for 88 species. It addresses limitations in existing databases, providing high-confidence miRNA loci and detailed annotations for plant research.
Area of Science:
- Plant molecular biology
- Genomics
- Bioinformatics
Background:
- MicroRNAs (miRNAs) are crucial gene regulators, driving significant research interest.
- Existing plant miRNA databases have limitations, including incomplete species coverage and inconsistent annotations.
Purpose of the Study:
- To develop a comprehensive and reliable plant miRNA database.
- To address the drawbacks of current plant miRNA resources.
Main Methods:
- Developed the Plant miRNA Encyclopedia (PmiREN) using uniform small RNA sequencing data processing with miRDeep-P2.
- Implemented manual curation based on updated plant miRNA identification criteria.
- Integrated comprehensive annotations including precursor sequences, structures, expression, targets, and genomic context.
Main Results:
- PmiREN contains 16,422 novel miRNA loci across 88 plant species and 3,966 from miRBase.
- Provides detailed annotations for each miRNA, including target predictions from PARE sequencing data.
- Features hierarchical access and eight search engines for efficient data mining.
Conclusions:
- PmiREN serves as a valuable, knowledge-based resource for plant miRNA cataloging.
- Facilitates data-driven miRNA research by offering high-quality, comprehensive data.
- Enhances the study of miRNA function, evolution, and regulation in plants.
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