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.

Peerj
|December 2, 2015
PubMed

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.