Physicochemical Principles Driving Small Molecule Binding to RNA
Timothy E. H. AlleniD, James L. McDonaghiD, Malgorzata BronceliD, Carson J. BryantiD, Danny IncarnatoiD, Anil VasudevaniD, Rabia T. Khan
Abstract
The possibility of using RNA-targeting small molecules to treat diseases is gaining traction as the next frontier of drug discovery and development. The chemical characteristics of small molecules that bind to RNA are still relatively poorly understood, particularly in comparison to protein-targeting small molecules. To fill this gap, we have generated an unprecedented amount of RNA-small molecule binding data, and used it to derive physicochemical rules of thumb that could be used to define areas of chemical space enriched for RNA binders - the Small molecules Targeting RNA (STaR) rules of thumb. These rules have been applied to publicly available RNA-small molecule datasets and found to be largely generalizable. Furthermore, a number of patented RNA-targeting compounds and FDA-approved compounds also pass these rules, as well as key RNA binding approved drug case studies including Risdiplam. We anticipate this work will significantly accelerate the exploration of the RNA-targeted chemical space, towards unlocking RNAs potential as a small molecule drug target. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=130 HEIGHT=200 SRC="FIGDIR/small/578268v1_ufig1.gif" ALT="Figure 1"> View larger version (32K): org.highwire.dtl.DTLVardef@15ced07org.highwire.dtl.DTLVardef@1cd891eorg.highwire.dtl.DTLVardef@e51599org.highwire.dtl.DTLVardef@1ecfa86_HPS_FORMAT_FIGEXP M_FIG C_FIG
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Probing Bioactive Chemical Space to Discover RNA-Targeted Small Molecules
S. L. Wicks, B. S. Morgan, … A. E. Hargrove·bioRxiv·Jul 31, 2023
- R-BIND 2.0: An Updated Database of Bioactive RNA-Targeting Small Molecules and Associated RNA Secondary Structures
A. Donlic, E. G. Swanson, … A. E. Hargrove·bioRxiv·Mar 14, 2022
- Machine Learning Informs RNA-Binding Chemical Space
K. Yazdani, D. Jordan, … J. S. Schneekloth·bioRxiv·Aug 1, 2022
- Revealing the high propensity of RNAs to non-specifically bind drug-like small molecules
M. L. Kelly, C.-C. Chu, … H. M. Al-Hashimi·bioRxiv·May 2, 2020
- Small Molecule Approach to RNA Targeting Binder Discovery (SMARTBind) Using Deep Learning Without Structural Input
Shiyu Jason Jiang, Amirhossein Taghavi, … Yanjun Li·bioRxiv·Sep 24, 2025
- HARIBOSS: a curated database of RNA-small molecules structures to aid rational drug design
Francesco Paolo Panei, Rachel Torchet, … Massimiliano Bonomi·BioinformaticsPeer-reviewed·Jul 7, 2022