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Updated: May 15, 2026

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mirMachine: A One-Stop Shop for Plant miRNA Annotation
Published on: May 1, 2021
C-mii: a tool for plant miRNA and target identification
Somrak Numnark1, Wuttichai Mhuantong, Supawadee Ingsriswang
1Information Systems Laboratory, National Center for Genetic Engineering and Biotechnology (BIOTEC), 113 Thailand Science Park, Phaholyothin Road, Klong 1, Klong Luang, Pathumthani, Thailand.
BMC Genomics
|January 4, 2013
Summary
C-mii is a new software package designed for plant microRNA (miRNA) and target identification. It offers a user-friendly graphical interface, simplifying complex computational processes for researchers without bioinformatics expertise.
Area of Science:
- Plant molecular biology
- Bioinformatics
- Genomics
Background:
- MicroRNAs (miRNAs) regulate gene expression in plants, but tools for their identification are limited.
- Existing plant miRNA identification tools often lack user-friendly interfaces and have input restrictions.
- Previous large-scale computational studies relied on complex, non-reproducible methods.
Purpose of the Study:
- To develop a comprehensive, user-friendly software package for plant miRNA and target identification.
- To overcome the limitations of existing tools, including complexity and lack of graphical interfaces.
- To facilitate miRNA research in plant molecular labs, particularly those without dedicated bioinformaticians.
Main Methods:
- Developed C-mii, an all-in-one software package with integrated databases and graphical user interfaces (GUIs).
- Implemented established computational steps for miRNA and target identification, enhanced with miRNA-target folding and GO annotation.
- Included features for step-by-step execution, result filtering, data export, and visualization with infographics.
Main Results:
- C-mii provides an easy-to-install, GUI-driven platform for plant miRNA and target identification.
- The software enables users to explore, filter, and export detailed results, supporting constraint-based analysis.
- Functionalities include multi-project management, database updates, and automatic recovery, enhancing usability.
Conclusions:
- C-mii is the first complete software package with GUIs for identifying both plant miRNA genes and their targets.
- It accelerates plant miRNA research by simplifying computational identification for labs lacking bioinformaticians.
- C-mii is freely available for Windows and Ubuntu Linux platforms.
Related Concept Videos
MicroRNAs
MicroRNA (miRNA) are short, regulatory RNA transcribed from introns—non-coding regions of a gene—or intergenic regions—stretches of DNA present between genes. Several processing steps are required to form biologically active, mature miRNA. The initial transcript, called primary miRNA (pri-mRNA), base-pairs with itself forming a stem-loop structure. Within the nucleus, an endonuclease enzyme, called Drosha, shortens the stem-loop structure into hairpin-shaped pre-miRNA. After the pre-miRNA ends...
MicroRNAs
MicroRNA (miRNA) are short, regulatory RNA transcribed from introns (non-coding regions of a gene) or intergenic regions (stretches of DNA present between genes). Several processing steps are required to form biologically active, mature miRNA. The initial transcript, called primary miRNA (pri-mRNA), base-pairs with itself, forming a stem-loop structure. Within the nucleus, an endonuclease enzyme, called Drosha, shortens the stem-loop structure into hairpin-shaped pre-miRNA. After the pre-miRNA...
MicroRNAs
MicroRNA (miRNA) are short, regulatory RNA transcribed from introns—non-coding regions of a gene—or intergenic regions—stretches of DNA present between genes. Several processing steps are required to form biologically active, mature miRNA. The initial transcript, called primary miRNA (pri-mRNA), base-pairs with itself forming a stem-loop structure. Within the nucleus, an endonuclease enzyme, called Drosha, shortens the stem-loop structure into hairpin-shaped pre-miRNA. After the pre-miRNA ends...

