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Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
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Poly(A) capture full length cDNA sequencing improves the accuracy and detection ability of transcript quantification
Hiroki Ura1,2, Sumihito Togi3,4, Yo Niida3,4
1Center for Clinical Genomics, Kanazawa Medical University Hospital, 1-1 Daigaku, Uchinada, Kahoku, Ishikawa, 920-0923, Japan. h-ura@kanazawa-med.ac.jp.
Scientific Reports
|June 22, 2022
Summary
Full-length double-strand cDNA sequencing can be contaminated by genomic DNA. Poly(A) capture sequencing effectively reduces this contamination, improving transcriptome analysis accuracy and alternative splicing event detection.
Area of Science:
- Molecular Biology
- Genomics
- Bioinformatics
Background:
- Full-length double-strand cDNA sequencing is a valuable RNA-Seq method for analyzing gene transcription levels and alternative splicing variants.
- This method offers advantages such as library creation from small samples and compatibility with both short-read and long-read sequencers.
- Previous studies identified non-specific genomic DNA amplification as a significant issue affecting transcriptome analysis accuracy.
Purpose of the Study:
- To confirm and address the issue of non-specific genomic DNA amplification in full-length double-strand cDNA sequencing.
- To evaluate two methods, DNase I-treated and poly(A) capture, for mitigating genomic DNA contamination.
- To assess the impact of these methods on transcriptome analysis, including gene expression quantification and alternative splicing detection.
Main Methods:
- Investigated RNA-Seq library preparation from genomic DNA to confirm non-specific amplification potential.
- Compared DNase I-treated full-length double-strand cDNA sequencing with standard methods.
- Evaluated poly(A) capture full-length double-strand cDNA sequencing for its efficacy in reducing genomic DNA contamination.
Main Results:
- Confirmed that RNA-Seq libraries can be produced from genomic DNA, leading to non-specific amplification.
- DNase I treatment unexpectedly increased genomic DNA amplification and reduced detected expressing genes.
- Poly(A) capture significantly reduced non-specific genomic DNA amplification, enhancing accuracy, gene detection, and splicing event identification.
Conclusions:
- Poly(A) capture full-length double-strand cDNA sequencing is a superior method for improving transcript quantification accuracy.
- This method enhances the detection of alternative splicing events and their expression patterns.
- The findings are expected to aid in determining the significance of DNA variants in splicing events.
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