Novel features of miRNA and isomiR-mRNA interactions
Weston, M.; Ripan, R. C.; Li, X.; Hu, H.
Show abstract
Studying the interactions between microRNAs/isomiRs and mRNAs is critical due to their fundamental roles in gene regulation and their involvement in various diseases. 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 read data, each comprising a microRNA or isomiR segment paired with an mRNA fragment and identified 1,747 isomiRs and over 5 million microRNA/isomiR-mRNA interactions. We observed that microRNAs with higher adenine and thymine content, and lower cytosine content, tend to have more isomiRs and more mRNA targets. Notably, an average of 18.9% of mRNA targets were bound exclusively by isomiRs, not by their microRNA counterparts. Furthermore, isomiRs sharing the same seed sequences as their reference microRNAs may bind to different targets from their microRNAs, highlighting functional divergence. Interestingly, 20.0% of microRNAs and 8.2% of isomiRs appear to 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 regions, suggesting a broader and more complex binding behavior. Our findings offer new insights into microRNA/isomiR-mRNA interactions.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- An extension to: Systematic assessment of commercially available low-input miRNA library preparation kits 93%
- rG4-seeker enables high-confidence identification of novel and non-canonical rG4 motifs from rG4-seq experiments 93%
- Circular RNA Pde4dip regulates myogenesis by interacting with Zfp143 mRNA: A novel regulatory axis 91%
Similar papers in this journal
- Determination of primary microRNA processing in clinicalsamples by targeted pri-miR-sequencing 95%
- 5’ tRNA halves are highly expressed in the primate hippocampus and sequence-specifically regulate gene expression 93%
- Improved precision, sensitivity, and adaptability of Ordered Two-Template Relay cDNA library preparation for RNA sequencing 92%
Similar papers in this journal
- miRglmm: a generalized linear mixed model of isomiR-level counts improves estimation of miRNA-level differential expression and uncovers variable differential expression between isomiRs 94%
- Amplification-free long read sequencing reveals unforeseen CRISPR-Cas9 off-target activity 92%
- ZetaSuite, A Computational Method for Analyzing Multi-dimensional High-throughput Data, Reveals Genes with Opposite Roles in Cancer Dependency 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.