MiSiPi.Rna: an integrated tool for characterizing small regulatory RNA processing

  1. Alex Flynt4,5
  1. 1 Memorial Sloan Kettering Cancer Center;
  2. 2 Unaffiliated;
  3. 3 Mississippi State University;
  4. 4 The University of Mississippi
  1. * Corresponding author; email: asflynt{at}olemiss.edu

Abstract

Argonaute proteins mediate gene silencing via small regulatory RNAs that are generated by distinctive biogenesis pathways. In animals, three main classes are recognized: ~21-24 nucleotide (nt) microRNAs (miRNAs), ~21-24 nt small-interfering RNAs (siRNAs) and ~24-32 nt Piwi-interacting RNAs (piRNAs). Mechanistic understanding of these pathways was gained from genetic, biochemical and genomic studies in a handful of model systems, where key ribonucleolytic events were identified that specify stereotyped positioning of small RNAs relative to their precursor transcripts. With burgeoning availability of assembled genomes and small RNA data, there are abundant opportunities to characterize the diversity of small RNAs across non-model organisms. While several tools are well-suited to analyze specific small RNA pathways, an integrated package that can help classify and interpret all three major classes of small RNAs is wanting. To address this need, we developed a simple and efficient R package (MiSiPi.Rna) that can generate a variety of plots and statistics for pre-selected loci, which enable the characterization of diverse biogenesis features of miRNAs, siRNAs and piRNAs. MiSiPi.Rna requires minimal computational expertise to run, and will facilitate efforts to annotate and analyze the major classes of Argonaute-based small regulatory RNAs in arbitrary species of choice.

Keywords

  • Received November 14, 2025.
  • Accepted December 15, 2025.

This article is distributed exclusively by the RNA Society for the first 12 months after the full-issue publication date (see http://rnajournal.cshlp.org/site/misc/terms.xhtml). After 12 months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.

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  1. RNA rna.080864.125 Published by Cold Spring Harbor Laboratory Press for the RNA Society

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