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Updated: Jun 20, 2026

08:25
Identification of Circular RNAs using RNA Sequencing
Published on: November 14, 2019
Circtools 2.0: a comprehensive framework for enhanced circular RNA bioinformatics
Shubhada R Kulkarni1,2, Walker J Compton Mellon3, Felix Wiedmann4,5,6
1Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg, Germany.
BMC Bioinformatics
|June 19, 2026
Summary
Circtools 2.0 enhances circular RNA (circRNA) research with an ensemble detection strategy, spatial profiling, cross-species analysis, and full-length characterization. This updated software offers a comprehensive toolkit for deeper mechanistic studies of circRNAs.
Area of Science:
- Genomics
- Bioinformatics
- Molecular Biology
Background:
- Circular RNAs (circRNAs) are key gene regulators with cell-specific expression.
- Detecting circRNAs from RNA-seq data is challenging due to the need for specialized tools to identify back-splice junctions (BSJ).
- Previous development of circtools provided a foundation for circRNA detection and analysis.
Purpose of the Study:
- To present circtools 2.0, a significant upgrade to the circtools software.
- To enhance computational and experimental workflows for circular RNA research.
- To provide a unified platform for multi-modal circRNA interrogation.
Main Methods:
- Implemented an ensemble-based circRNA detection strategy for improved recall.
- Developed automated circRNA padlock probe design for Xenium spatial transcriptomics.
- Integrated cross-species circRNA conservation analysis.
- Added native support for Oxford Nanopore sequencing for full-length circRNA characterization.
Main Results:
- Achieved improved recall in circRNA detection through an ensemble strategy.
- Enabled spatial circRNA profiling via automated probe design.
- Facilitated cross-species comparative analysis of circRNAs.
- Allowed detailed characterization of full-length circRNAs and their internal structures.
Conclusions:
- Circtools 2.0 offers a next-generation platform for circRNA research.
- The software integrates advanced detection, spatial profiling, conservation analysis, and full-length sequencing capabilities.
- These advancements support deeper mechanistic studies and understanding of circRNA functions.
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