1. RTCpredictor: identification of read-through chimeric RNAs from RNA sequencing data.
- Author
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Singh, Sandeep, Shi, Xinrui, Haddox, Samuel, Elfman, Justin, Ahmad, Syed Basil, Lynch, Sarah, Manley, Tommy, Piczak, Claire, Phung, Christopher, Sun, Yunan, Sharma, Aadi, and Li, Hui
- Subjects
- *
RNA sequencing , *RNA , *SOFTWARE development tools , *TRANSCRIPTOMES , *SINGLE nucleotide polymorphisms - Abstract
Read-through chimeric RNAs are being recognized as a means to expand the functional transcriptome and contribute to cancer tumorigenesis when mis-regulated. However, current software tools often fail to predict them. We have developed RTCpredictor, utilizing a fast ripgrep tool to search for all possible exon-exon combinations of parental gene pairs. We also added exonic variants allowing searches containing common SNPs. To our knowledge, it is the first read-through chimeric RNA specific prediction method that also provides breakpoint coordinates. Compared with 10 other popular tools, RTCpredictor achieved high sensitivity on a simulated and three real datasets. In addition, RTCpredictor has less memory requirements and faster execution time, making it ideal for applying on large datasets. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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