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Updated: Aug 28, 2025

Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
Published on: August 9, 2019
RadicalSAM.org: A Resource to Interpret Sequence-Function Space and Discover New Radical SAM Enzyme Chemistry
Nils Oberg1, Timothy W Precord1,2, Douglas A Mitchell1,2,3
1Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, 1206 West Gregory Drive, Urbana, Illinois 61801, United States.
Radical SAM enzymes are diverse, with most functions unknown. RadicalSAM.org aids discovery of new enzyme functions using genomic data and sequence similarity networks.
Area of Science:
- Biochemistry
- Bioinformatics
- Genomics
Background:
- The radical SAM superfamily (RSS) is a vast and functionally diverse enzyme group, with most members lacking characterized activities.
- Exploring the sequence-function space of RSS is crucial for understanding metabolic pathways and discovering novel biocatalysts.
Purpose of the Study:
- Introduce RadicalSAM.org, a novel web resource for exploring RSS.
- Enable identification of isofunctional enzyme groups within RSS using genomic enzymology.
- Facilitate the discovery of new enzymatic activities and metabolic functions.
Main Methods:
- Utilized sequence similarity networks (SSNs) to group related RSS enzymes.
- Employed genome neighborhood diagrams (GNDs) to analyze the genomic context of RSS members.
- Integrated sequence and genomic context data for functional inference.
Main Results:
- RadicalSAM.org provides a user-friendly platform for genomic enzymology.
- The resource facilitates the identification of potential isofunctional enzyme clusters.
- Genome context analysis aids in predicting enzymatic activities and in vivo functions.
Conclusions:
- RadicalSAM.org is a valuable tool for guiding experimental studies on RSS.
- Community contributions of verified annotations will enhance predictive capabilities.
- The resource aims to accelerate the discovery of novel enzyme functions within the RSS.
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