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Updated: Mar 21, 2026

Enhanced Reduced Representation Bisulfite Sequencing for Assessment of DNA Methylation at Base Pair Resolution
Published on: February 24, 2015
BRAT-nova: fast and accurate mapping of bisulfite-treated reads
Elena Y Harris1, Rachid Ounit2, Stefano Lonardi2
1Department of Computer Science, California State University, Chico, CA 95929, USA.
Unlabelled:
In response to increasing amounts of sequencing data, faster and faster aligners need to become available. Here, we introduce BRAT-nova, a completely rewritten and improved implementation of the mapping tool BRAT-BW for bisulfite-treated reads (BS-Seq). BRAT-nova is very fast and accurate. On the human genome, BRAT-nova is 2-7 times faster than state-of-the-art aligners, while maintaining the same percentage of uniquely mapped reads and space usage. On synthetic reads, BRAT-nova is 2-8 times faster than state-of-the-art aligners while maintaining similar mapping accuracy, methylation call accuracy, methylation level accuracy and space efficiency.
Availability And Implementation:
The software is available in the public domain at http://compbio.cs.ucr.edu/brat/
Contact:
elenah@cs.ucr.edu
Supplementary Information:
Supplementary data are available at Bioinformatics online.
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