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Updated: Mar 29, 2026

mirMachine: A One-Stop Shop for Plant miRNA Annotation
Published on: May 1, 2021
miRMOD: a tool for identification and analysis of 5' and 3' miRNA modifications in Next Generation Sequencing small
Abhinav Kaushik1, Shradha Saraf1, Sunil K Mukherjee2
1Bioinformatics Laboratory, SCB Group, International Centre for Genetic Engineering & Biotechnology, New Delhi, India.
Abstract:
In the past decade, the microRNAs (miRNAs) have emerged to be important regulators of gene expression across various species. Several studies have confirmed different types of post-transcriptional modifications at terminal ends of miRNAs. The reports indicate that miRNA modifications are conserved and functionally significant as it may affect miRNA stability and ability to bind mRNA targets, hence affecting target gene repression. Next Generation Sequencing (NGS) of the small RNA (sRNA) provides an efficient and reliable method to explore miRNA modifications. The need for dedicated software, especially for users with little knowledge of computers, to determine and analyze miRNA modifications in sRNA NGS data, motivated us to develop miRMOD. miRMOD is a user-friendly, Microsoft Windows and Graphical User Interface (GUI) based tool for identification and analysis of 5' and 3' miRNA modifications (non-templated nucleotide additions and trimming) in sRNA NGS data. In addition to identification of miRNA modifications, the tool also predicts and compares the targets of query and modified miRNAs. In order to compare binding affinities for the same target, miRMOD utilizes minimum free energies of the miRNA:target and modified-miRNA:target interactions. Comparisons of the binding energies may guide experimental exploration of miRNA post-transcriptional modifications. The tool is available as a stand-alone package to overcome large data transfer problems commonly faced in web-based high-throughput (HT) sequencing data analysis tools. miRMOD package is freely available at http://bioinfo.icgeb.res.in/miRMOD.
Insights
microRNAs (miRNAs) regulate gene expression and can be modified post-transcriptionally. A new tool, miRMOD, analyzes these miRNA modifications in Next Generation Sequencing data, aiding target gene repression studies.
Area of Science:
- Molecular Biology
- Bioinformatics
- Genomics
Background:
- MicroRNAs (miRNAs) are key regulators of gene expression, with post-transcriptional modifications affecting their function.
- These modifications, including terminal nucleotide additions and trimming, impact miRNA stability and target binding.
- Next Generation Sequencing (NGS) of small RNAs (sRNAs) is crucial for studying miRNA modifications.
Purpose of the Study:
- To develop a user-friendly software tool for identifying and analyzing miRNA modifications in sRNA NGS data.
- To provide a standalone package to address data transfer issues common in web-based analysis.
- To facilitate the comparison of miRNA and modified miRNA target interactions.
Main Methods:
- Development of miRMOD, a Graphical User Interface (GUI) based tool for Microsoft Windows.
- Utilizing sRNA NGS data for the identification of 5' and 3' miRNA modifications.
- Employing minimum free energy calculations to compare binding affinities of miRNA:target interactions.
Main Results:
- miRMOD enables identification and analysis of miRNA 5' and 3' modifications.
- The tool predicts and compares targets of unmodified and modified miRNAs.
- miRMOD assesses changes in binding affinities due to miRNA modifications.
Conclusions:
- miRMOD simplifies the analysis of miRNA modifications in sRNA NGS data.
- The tool aids in understanding the functional significance of miRNA modifications.
- miRMOD supports experimental validation of miRNA post-transcriptional modifications.
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