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Updated: Jan 9, 2026

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Published on: August 7, 2021
High-throughput functional profiling and evolutionary covariation analysis of entire riboswitch sequences
Laura M Hertz1,2, Anibal Arce2,3, Elena Rivas4
1Interdisciplinary Biological Sciences Graduate Program, Northwestern University, Evanston, Illinois 60208, USA.
Researchers developed a new method to identify and model entire riboswitches, including their expression platforms. This hybrid approach combines computational tools and high-throughput assays to better understand RNA structure dynamics and evolution.
Area of Science:
- Molecular Biology
- RNA Biology
- Bioinformatics
Background:
- Riboswitches are RNA molecules that regulate gene expression through structural rearrangements.
- Sequence covariation analysis is effective for studying riboswitch aptamer domains but challenging for diverse expression platforms.
- Understanding the full riboswitch structure is crucial for elucidating cellular functions and RNA dynamics.
Purpose of the Study:
- To develop a novel approach for identifying complete transcriptional riboswitch sequences, including expression platforms.
- To generate covariation models for entire riboswitches by integrating aptamer and expression platform sequences.
- To expand the understanding of riboswitch mechanisms and the evolution of RNA structure dynamics.
Main Methods:
- Bioinformatically extending conserved aptamer domains to capture potential expression platforms.
- Filtering candidate sequences using computational prediction of intrinsic terminators or a high-throughput functional assay.
- Developing full riboswitch sequence covariation models using filtered sequences.
Main Results:
- Successfully characterized 1901 fluoride riboswitch sequences using the high-throughput assay.
- The prediction filtering approach effectively identified novel, highly functional fluoride riboswitch variants with few false positives.
- Covariation models for ZTP, lysine, and TPP riboswitches supported previously proposed rearrangement mechanisms.
Conclusions:
- The developed hybrid computational and high-throughput experimental method enables characterization of large numbers of riboswitch sequences.
- This approach facilitates the generation of new covariation models for complete riboswitches.
- The findings enhance the understanding of riboswitch mechanisms and RNA structure dynamics evolution.
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