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Updated: May 20, 2025

RNA Next-Generation Sequencing and a Bioinformatics Pipeline to Identify Expressed LINE-1s at the Locus-Specific Level
Published on: May 19, 2019
LocusMasterTE: integrating long-read RNA sequencing improves locus-specific quantification of transposable element
Sojung Lee1,2, Jayne A Barbour1,2, Yee Man Tam1
1School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR, China.
Abstract:
Transposable elements (TEs) can influence human diseases by disrupting genome integrity, yet their quantification has been challenging due to the repetitive nature of these sequences across the genome. We develop LocusMasterTE, a method that integrates long-read with short-read RNA-seq to increase the accuracy of TE expression quantification. By incorporating fractional transcript per million values from long-read sequencing data into an expectation-maximization algorithm, LocusMasterTE reassigns multi-mapped reads, enhancing accuracy in short-read-based TE quantification. We validate the method with simulated and human datasets. LocusMasterTE may give new insights into TE functions through precise quantification.
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