2020
DOI: 10.1177/2472555219885373
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Targeting RNA with Small Molecules: Identification of Selective, RNA-Binding Small Molecules Occupying Drug-Like Chemical Space

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Cited by 78 publications
(86 citation statements)
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References 45 publications
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“…Rizvi et al (115) recently published a study in which they investigated small-molecule properties that lead to selective RNA binding. They screened a library of 50,000 drug-like and 5100 tool compounds against a variety of RNA structures using a mass spectrometry-based assay and used a machine-learning algorithm on identified binders to build an RNA-biased library, which had a higher hit rate compared with the starting libraries.…”
Section: Rna-biased Librariesmentioning
confidence: 99%
“…Rizvi et al (115) recently published a study in which they investigated small-molecule properties that lead to selective RNA binding. They screened a library of 50,000 drug-like and 5100 tool compounds against a variety of RNA structures using a mass spectrometry-based assay and used a machine-learning algorithm on identified binders to build an RNA-biased library, which had a higher hit rate compared with the starting libraries.…”
Section: Rna-biased Librariesmentioning
confidence: 99%
“…Furthermore, similar to miRNAs, lncRNA activities can be modulated by nucleic acid-based mimics and inhibitors. Once considered undruggable, RNAs, including lncRNAs are now considered druggable with small molecules [133][134][135].…”
Section: Discussionmentioning
confidence: 99%
“…More recently, Merck's diversity set of *50,000 members and a set of functionally annotated compounds (*5100 compounds) were studied for binding an array of 42 RNA targets, thus probing interactions between drug-like molecules and biologically important RNA structures. 133,199 The binders identified were largely biased toward G quadruplexes (1097 of *1420 compounds, or 77%), and only 119 were selective for one of the 42 RNAs screened. Although the data generated are somewhat limited in scope and predictive power for RNA in general because of the bias for G-quadruplexes, these studies did identify features enriched in selective and general RNA binders as well as differences between RNA and protein binders.…”
Section: Rna-binding Scaffoldsmentioning
confidence: 99%