4.7 Article

mi-IsoNet: systems-scale microRNA landscape reveals rampant isoform-mediated gain of target interaction diversity and signaling specificity

Journal

BRIEFINGS IN BIOINFORMATICS
Volume 22, Issue 5, Pages -

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bib/bbab091

Keywords

microRNA (miRNA); isoforms; gene regulatory networks; gain of interactions; functional diversity; signaling specificity

Funding

  1. Susan G. Komen Foundation Grant [CCR19609287]
  2. American Association for the Study of Liver Diseases
  3. Breast Cancer Alliance
  4. Ovarian Cancer Research Alliance [649968]
  5. NCI [P50CA217685, UO1CA217842, P50CA09851]

Ask authors/readers for more resources

miRNA is not a single sequence, but a series of multiple variants with sequence and expression heterogeneity. Variations in isomiRs generated from the same miRNA locus often exhibit remarkable variation in their sequence, expression, and function, leading to potential novel target discovery and expansion of interaction capabilities between small RNAs and mRNAs, rewiring regulatory networks and increasing signaling circuit complexity. The widespread expansion of isomiR and mRNA interaction networks suggests global gene regulation network perturbations by alternative small RNA variants or isoforms, playing a far more complex and plastic role in gene regulation than previously anticipated.
MicroRNA (miRNA) is not a single sequence, but a series of multiple variants (also termed isomiRs) with sequence and expression heterogeneity. Whether and how these isoforms contribute to functional variation and complexity at the systems and network levels remain largely unknown. To explore this question systematically, we comprehensively analyzed the expression of small RNAs and their target sites to interrogate functional variations between novel isomiRs and their canonical miRNA sequences. Our analyses of the pan-cancer landscape of miRNA expression indicate that multiple isomiRs generated from the same miRNA locus often exhibit remarkable variation in their sequence, expression and function. We interrogated abundant and differentially expressed 5' isomiRs with novel seed sequences via seed shifting and identified many potential novel targets of these 5' isomiRs that would expand interaction capabilities between small RNAs and mRNAs, rewiring regulatory networks and increasing signaling circuit complexity. Further analyses revealed that some miRNA loci might generate diverse dominant isomiRs that often involved isomiRs with varied seeds and arm-switching, suggesting a selective advantage of multiple isomiRs in regulating gene expression. Finally, experimental validation indicated that isomiRs with shifted seed sequences could regulate novel target mRNAs and therefore contribute to regulatory network rewiring. Our analysis uncovers a widespread expansion of isomiR and mRNA interaction networks compared with those seen in canonical small RNA analysis; this expansion suggests global gene regulation network perturbations by alternative small RNA variants or isoforms. Taken together, the variations in isomiRs that occur during miRNA processing and maturation are likely to play a far more complex and plastic role in gene regulation than previously anticipated.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available