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Updated: Feb 14, 2026

Author Spotlight: A Computational Pipeline for Analyzing Chimeric Noncoding RNA-Target RNA Interactions in High-Throughput Sequencing Data
Published on: December 1, 2023
StructureFold2: Bringing chemical probing data into the computational fold of RNA structural analysis
David C Tack1, Yin Tang2, Laura E Ritchey3
1Department of Biology, Pennsylvania State University, University Park, PA 16802, USA; Department of Chemistry, Pennsylvania State University, University Park, PA 16802, USA.
StructureFold2 is a new computational pipeline for analyzing RNA structure probing data. It simplifies processing and downstream analysis of high-throughput sequencing data, aiding RNA structure-function studies.
Area of Science:
- Computational Biology
- Molecular Biology
- Bioinformatics
Background:
- RNA secondary structure is crucial for function.
- High-throughput RNA structure probing techniques generate large datasets.
- Analyzing these datasets requires specialized computational pipelines.
Purpose of the Study:
- To present StructureFold2, a user-friendly computational pipeline.
- To enable precise data processing and detailed downstream analyses of RNA structure probing data.
- To facilitate the study of RNA structure-function relationships genome-wide.
Main Methods:
- StructureFold2 processes high-throughput sequencing reads.
- It analyzes data from experimental probing for reverse transcription stops.
- The pipeline supports various structure-probing chemicals like DMS, glyoxal, and SHAPE.
Main Results:
- StructureFold2 provides a user-friendly interface for complex data analysis.
- It offers a suite of tools for multiple types of analyses.
- The pipeline emphasizes analyzing transcript reactivity patterns for structure prediction.
Conclusions:
- StructureFold2 makes precise data processing and downstream analysis of RNA structure probing data practical.
- This tool aids in understanding RNA structure-function relationships.
- StructureFold2 is available as an open-source Github repository.
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