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Updated: Feb 6, 2026

Quantification of Circular RNAs Using Digital Droplet PCR
Published on: September 16, 2022
Enzyme-free digital counting of endogenous circular RNA molecules in B-cell malignancies
Mette Dahl1,2, Iben Daugaard3,4, Maria Schertz Andersen3,4
1Department of Hematology, Rigshospitalet, Copenhagen University Hospital, DK-2100, Copenhagen, Denmark.
Abstract:
Circular RNAs (circRNAs) are covalently closed endogenous molecules with tissue- and disease-specific expression patterns, which have potential as diagnostic and prognostic biomarkers in cancer. The molecules are formed by a backsplicing event linking the 3'-end of an exon to the 5'-end of the same or an upstream exon, and they exert diverse regulatory functions important in carcinogenesis. The landscape of circRNA expression has not been characterized in B-cell malignancies, and current methods for circRNA quantification have several limitations that prevent development of clinically applicable assays. Here, we demonstrate that circRNAs can be accurately quantified without enzymatic reactions or bias using color-coded probes (NanoString technology). First, we performed high-throughput RNA sequencing (RNA-seq) of several mantle cell lymphoma and multiple myeloma cell lines to profile the genome-wide landscape of circRNA expression. We detected several circRNAs known to be deregulated in other cancers and identified a novel circRNA from the IKZF3 gene. Based on these data, we selected 52 unique circRNAs for which we designed color-coded probes spanning their specific backsplicing junctions. These circRNAs were quantified in cell lines and patient samples from several different B-cell malignancies (mantle cell lymphoma, multiple myeloma, follicular lymphoma, diffuse large B-cell lymphoma, Burkitt lymphoma and chronic lymphocytic leukemia) simultaneously using the NanoString technology. The circRNA expression profiles obtained could distinguish different B-cell malignancies, and confirmed the presence of the novel circRNA derived from IKZF3. The NanoString assays were specific for circRNA detection and data were more reproducible and quantitatively more accurate than RNA-seq data. In addition, we obtained high-quality data on severely degraded RNA samples from formalin-fixed, paraffin-embedded (FFPE) tissues. Together, we provide a map of circRNA expression in B-cell malignancies and present an enzyme-free digital counting methodology, which has the potential to become a new gold standard for circRNA quantification.
Insights
Circular RNAs (circRNAs) are key cancer biomarkers. This study maps circRNA expression in B-cell malignancies using NanoString technology, revealing distinct profiles and a novel IKZF3-derived circRNA for improved diagnostics.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Circular RNAs (circRNAs) are covalently closed RNA molecules with tissue- and disease-specific expression, showing potential as cancer biomarkers.
- Their expression patterns in B-cell malignancies remain largely uncharacterized, and current quantification methods have limitations for clinical applications.
- circRNAs play regulatory roles in carcinogenesis, making their study crucial for understanding cancer development.
Purpose of the Study:
- To characterize the circRNA expression landscape in various B-cell malignancies.
- To develop and validate a novel, enzyme-free method for accurate circRNA quantification.
- To identify potential circRNA biomarkers for the diagnosis and prognosis of B-cell cancers.
Main Methods:
- Genome-wide circRNA profiling using high-throughput RNA sequencing (RNA-seq) in lymphoma and myeloma cell lines.
- Development of color-coded probes for specific circRNA detection via NanoString technology.
- Quantification of 52 selected circRNAs in cell lines and patient samples across multiple B-cell malignancies.
Main Results:
- Identified known and a novel circRNA from the IKZF3 gene.
- circRNA expression profiles successfully distinguished between different B-cell malignancies.
- NanoString assays demonstrated high specificity, reproducibility, and accuracy, outperforming RNA-seq, and worked on degraded FFPE samples.
Conclusions:
- A comprehensive map of circRNA expression in B-cell malignancies has been established.
- NanoString technology offers a robust, enzyme-free method for accurate circRNA quantification, suitable for clinical settings.
- This approach holds potential as a new gold standard for circRNA biomarker development in oncology.
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