Related Experiment Video
Updated: Jan 13, 2026

mirMachine: A One-Stop Shop for Plant miRNA Annotation
Published on: May 1, 2021
New characteristics of MiRNA and IsomiR interactions with mRNA
Matthew Weston1, Rony Chowdhury Ripan1, Xiaoman Li2
1Department of Computer Science, University of Central Florida, Orlando, FL, USA.
Abstract:
Studying the interactions between microRNAs/isomiRs and mRNAs is crucial due to their fundamental roles in gene regulation and disease. Although many isomiRs have been identified, the analysis of their interactions with mRNAs remains in its early stages. In this study, we compiled available human chimeric reads, each pairing a microRNA or isomiR segment with an mRNA segment. We then identified 1747 isomiRs and over 5 million microRNA/isomiR-mRNA interactions from the complied data. We found that microRNAs with higher adenine and thymine content, and lower cytosine content, tend to have more isomiRs and target more mRNAs. Notably, 18.9% of mRNA targets were bound exclusively by isomiRs, not their microRNAs. Furthermore, isomiRs sharing the same seed sequences as their reference miRNAs may target different mRNAs from their miRNAs, suggesting functional divergence. Interestingly, 20.0% of microRNAs and 8.2% of isomiRs bind mRNAs independently of their seed regions. Among those that do utilize seed regions, 94.5% of microRNAs and 95.7% of isomiRs also engage non-seed region binding. Our findings provide new insights into the complexity of microRNA/isomiR-mRNA interactions.
Insights
This study reveals that microRNA variants (isomiRs) can bind to messenger RNAs (mRNAs) independently of their parent microRNAs, impacting gene regulation and disease. IsomiRs offer novel insights into complex biological interactions.
Area of Science:
- Molecular Biology
- Genetics
- Bioinformatics
Background:
- MicroRNAs (miRNAs) and their variants (isomiRs) are key regulators of gene expression, playing critical roles in cellular processes and disease pathogenesis.
- Understanding miRNA/isomiR-mRNA interactions is fundamental to deciphering gene regulation, yet remains an underexplored area.
Purpose of the Study:
- To analyze the interactions between human microRNAs/isomiRs and messenger RNAs (mRNAs) using compiled chimeric read data.
- To identify the extent of isomiR-specific targeting and explore the functional implications of isomiR variations.
Main Methods:
- Compiled human chimeric reads linking miRNA/isomiR segments to mRNA segments.
- Identified and quantified microRNA/isomiR-mRNA interactions and characterized isomiRs.
- Analyzed sequence composition (A, T, C content) and binding characteristics (seed-dependent/independent, non-seed binding).
Main Results:
- Identified 1747 isomiRs and over 5 million miRNA/isomiR-mRNA interactions.
- Found that miRNAs with higher A/T and lower C content correlate with more isomiRs and mRNA targets.
- Discovered that 18.9% of mRNA targets were exclusively bound by isomiRs, suggesting unique regulatory roles.
- Observed functional divergence where isomiRs may target different mRNAs than their parent miRNAs.
- Revealed significant instances of seed-independent binding and extensive non-seed region involvement in both miRNA and isomiR interactions.
Conclusions:
- IsomiRs exhibit distinct binding patterns and can target mRNAs independently of their parent miRNAs, highlighting functional divergence.
- The study provides novel insights into the complexity and specificity of miRNA/isomiR-mediated gene regulation.
- Findings underscore the importance of considering isomiRs in understanding gene regulation, disease mechanisms, and potential therapeutic strategies.
Related Concept Videos
MicroRNAs
MicroRNAs
RNA Interference
This process occurs naturally in cells, often through the activity of genomically-encoded microRNAs. Researchers can take advantage of this mechanism by introducing synthetic RNAs to deactivate specific genes for research or therapeutic purposes. For example, RNAi could be used...
Nucleic Acid Structure
DNA Structure
DNA...
siRNA - Small Interfering RNAs
In the cytoplasm, siRNA is processed from a double-stranded RNA, which comes from either endogenous DNA transcription or exogenous sources like a virus. This double-stranded RNA is then cleaved by the...
Experimental RNAi

