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Updated: Jan 23, 2026

Author Spotlight: A Computational Pipeline for Analyzing Chimeric Noncoding RNA-Target RNA Interactions in High-Throughput Sequencing Data
Published on: December 1, 2023
Clinical Relevance of Noncoding Adenosine-to-Inosine RNA Editing in Multiple Human Cancers
Tongjun Gu1, Audrey Q Fu2, Michael J Bolt3
1University of Florida, Gainesville, FL.
Purpose:
RNA editing is a post-transcriptional process that alters the nucleotide sequences of certain transcripts, in vertebrate most often converting adenosines to inosines. Multiple studies have recently implicated RNA editing in cancer development; however, most studies have focused on recoding RNA editing events. The function and clinical relevance of noncoding RNA (ncRNA) editing events in cancers have not been systematically examined.
Patients And Methods:
We improved our previously published pipeline to identify ncRNA editing sites from four human cancers: liver hepatocellular carcinoma, lung adenocarcinoma, kidney renal clear-cell carcinoma, and thyroid carcinoma. We then developed multiple advanced statistical models to identify significantly differential edited (DE) sites between tumor and normal samples and clinical relevance ncRNA editing sites, as well as to investigate the association between gene expression, ncRNA editing, and microRNAs. Finally, we validated computational results with experiments.
Results:
We identified 3,788 ncRNA editing sites of high confidence from the four cancers. We found thousands of DE sites which had distinct profiles across the four cancers. In kidney cancer, which had the largest uncensored survival data among the four cancers, 80 DE sites were significantly associated with patient survival. We identified 3' untranslated region (UTR) RNA editing sites that can affect gene expression, either independent of or by working with microRNAs. We validated that the 3'UTR RNA editing sites in CWF19L1 and F11R genes resulted in increased protein levels and that alterations of the expression of the two genes affected the proliferation of human embryonic kidney cells.
Conclusion:
On the basis of our computational and experimental results, we hypothesize that 3'UTR editing sites may affect their host gene expression, thereby affecting cell proliferation.
Insights
RNA editing, specifically noncoding RNA (ncRNA) editing, plays a role in cancer. This study identified thousands of differentially edited sites, with some in kidney cancer linked to patient survival and cell proliferation.
Area of Science:
- Molecular Biology
- Genomics
- Cancer Research
Background:
- RNA editing alters nucleotide sequences, most commonly adenosine to inosine in vertebrates.
- While recoding RNA editing is linked to cancer, the role of noncoding RNA (ncRNA) editing remains understudied.
- Understanding ncRNA editing in cancer is crucial for uncovering new therapeutic targets.
Purpose of the Study:
- To systematically examine the function and clinical relevance of ncRNA editing events in human cancers.
- To identify differentially edited (DE) ncRNA sites in tumor versus normal samples across four cancer types.
- To investigate the interplay between gene expression, ncRNA editing, and microRNAs in cancer.
Main Methods:
- Improved pipeline for identifying ncRNA editing sites in liver, lung, kidney, and thyroid cancers.
- Developed statistical models to detect DE sites and assess clinical relevance.
- Validated computational findings through experimental methods.
Main Results:
- Identified 3,788 high-confidence ncRNA editing sites across four cancers.
- Discovered thousands of DE sites with distinct profiles, including 80 in kidney cancer associated with patient survival.
- Found 3' untranslated region (UTR) editing sites impacting gene expression and cell proliferation, validated in specific genes.
Conclusions:
- 3'UTR RNA editing sites can influence host gene expression and subsequently affect cell proliferation.
- ncRNA editing represents a significant, yet underexplored, dimension in cancer development and progression.
- These findings provide a foundation for further research into ncRNA editing as a potential biomarker or therapeutic target in oncology.
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