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Strand Orientation Bias Detector to determine the probability of FFPE sequencing artifacts.

Authors :
Diossy, Miklos
Sztupinszki, Zsofia
Krzystanek, Marcin
Borcsok, Judit
Eklund, Aron C
Csabai, István
Pedersen, Anders Gorm
Szallasi, Zoltan
Source :
Briefings in Bioinformatics. Nov2021, Vol. 22 Issue 6, p1-10. 10p.
Publication Year :
2021

Abstract

Formalin-fixed paraffin-embedded tissue, the most common tissue specimen stored in clinical practice, presents challenges in the analysis due to formalin-induced artifacts. Here, we present Strand Orientation Bias Detector (SOBDetector), a flexible computational platform compatible with all the common somatic SNV-calling pipelines, designed to assess the probability whether a given detected mutation is an artifact. The underlying predictor mechanism is based on the posterior distribution of a Bayesian logistic regression model trained on The Cancer Genome Atlas whole exomes. SOBDetector is a freely available cross-platform program, implemented in Java 1.8. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14675463
Volume :
22
Issue :
6
Database :
Academic Search Index
Journal :
Briefings in Bioinformatics
Publication Type :
Academic Journal
Accession number :
154512557
Full Text :
https://doi.org/10.1093/bib/bbab186