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Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
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Template-switching artifacts resemble alternative polyadenylation.

Zsolt Balázs1, Dóra Tombácz1,2, Zsolt Csabai1

  • 1Department of Medical Biology, Faculty of Medicine, University of Szeged, Szeged, Hungary.

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|November 10, 2019
PubMed
Summary

Template-switching artifacts in cDNA sequencing can create spurious alternative polyadenylation (APA) sites. A new algorithm effectively filters these artifacts, improving APA analysis accuracy, especially when compared to direct RNA sequencing.

Keywords:
Direct RNA sequencingInternal primingLong-read sequencingPolyadenylationRNA sequencingTemplate switchingcDNA sequencing

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Area of Science:

  • Molecular Biology
  • Genomics
  • Bioinformatics

Background:

  • Alternative polyadenylation (APA) is frequently studied using cDNA sequencing.
  • cDNA sequencing is susceptible to template-switching artifacts.
  • These artifacts are often overlooked, with APA errors misattributed to internal priming.

Purpose of the Study:

  • To investigate the impact of template-switching artifacts on APA analysis.
  • To develop and validate a novel algorithm for filtering spurious polyadenylation sites in cDNA sequencing data.
  • To compare the performance of the new algorithm against conventional internal priming filters.

Main Methods:

  • Analysis of long-read cDNA and direct RNA sequencing data from two organisms across different platforms.
  • Development of a filtering algorithm accounting for template-switching artifacts.
  • Comparative analysis of the new algorithm with existing internal priming filters using direct RNA sequencing data as a benchmark.

Main Results:

  • The developed filtering algorithm successfully identified and removed artifactual polyadenylation sites caused by template switching.
  • The algorithm demonstrated superior performance compared to conventional internal priming filters.
  • Artifactual polyadenylation in cDNA sequencing was observed even with short runs of adenines (≥3).
  • No significant difference in poly(A) tail length was found between artifactual and true polyadenylation sites, contrary to expectations for internal priming artifacts.

Conclusions:

  • Template switching is a significant contributor to spurious polyadenylation site generation in cDNA sequencing.
  • There is a critical need for improved filtering of artifactual polyadenylation sites in cDNA datasets.
  • Direct RNA sequencing offers a valuable alternative for accurate APA annotation, bypassing cDNA-related artifacts.