MUTACLASH: Identifying functional small RNA target sites using crosslinking-induced mutations
- Wei-Sheng Wu1,
- Dong-En Lee1,
- Chi-Jung Chung1,
- Shang-Yi Lu1,
- Jordan S. Brown2,
- Donglei Zhang2 and
- Heng-Chi Lee2,3
- 1 National Cheng Kung University, Department of Electrical Engineering;
- 2 University of Chicago, Department of Molecular Genetics and Cell Biology
- ↵* Corresponding author; email: hengchilee{at}uchicago.edu
Abstract
Abstract Small RNAs play essential roles in gene regulation across diverse biological processes. Crosslinking, ligation, and sequencing of hybrids (CLASH) experiments have revealed that PIWI and Argonaute proteins can each bind a wide range of mRNA targets with distinct base-pairing rules, raising questions about the flexibility and functional relevance of these interactions. Given that crosslinking-induced mutations (CIMs) provide single-nucleotide resolution molecular footprints of RNA-binding proteins, we developed MUTACLASH, a bioinformatics tool for systematically analyzing CIMs in CLASH datasets. Our analyses indicate that CIMs function as molecular footprints of Argonaute binding on target mRNAs. Specifically, for C. elegans miRNA and piRNA CLASH data, CIMs are enriched at the center of small RNA binding sites, as well as at nucleotides within mRNA target sites that exhibit local mismatches in piRNA interactions. Furthermore, we show that mRNAs with non-canonical miRNA and piRNA binding sites and/or low hybrid abundance marked by CIMs exhibit stronger regulatory effects than those without CIMs, demonstrating the utility of CIM analysis in identifying functional small RNA binding sites, including those that are otherwise likely overlooked with current analysis tools.
Keywords
- Received March 28, 2025.
- Accepted November 20, 2025.
- Published by Cold Spring Harbor Laboratory Press for the RNA Society
This article, published in RNA, is available under a Creative Commons License (Attribution 4.0 International), as described at http://creativecommons.org/licenses/by/4.0/.










