RMapAlign3N: fast mapping of 3N-Reads
Open Access
- 26 December 2024
- journal article
- Published by Oxford University Press (OUP) in Bioinformatics Advances
- Vol. 5 (1) , vbaf164
Abstract
Summary: Nucleotide conversion sequencing techniques are frequently used for the detection of various types of chemical modifications at nucleotide level. However, mapping of chemically treated reads to large reference sequences that contain only three nucleotides can be highly compute-intensive. We present RMapAlign3N—an efficient yet accurate tool for mapping of 3 N-reads to reference genomes or transcriptomes that leverages the power of modern multi-core CPUs. Our performance evaluation using real and simulated data shows that RMapAlign3N is faster and more scalable than prior CPU-based approaches including HISAT-3N, BSMAP, Bismark, and SLAM-DUNK for BS-seq and SLAM-seq data at competitive accuracy. Availability and Implementation: RMapAlign3N is open source software written in C++ and can be downloaded at http://github.com/muellan/rmapalign3n.Keywords
Funding Information
- Deutsche Forschungsgemeinschaft
- German Research Foundation (439669440, TRR319, TP C01)
This publication has 13 references indexed in Scilit:
- Rapid and accurate alignment of nucleotide conversion sequencing reads with HISAT-3NGenome Research, 2021
- Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotypeNature Biotechnology, 2019
- Quantification of experimentally induced nucleotide conversions in high-throughput sequencing datasetsBMC Bioinformatics, 2019
- Arioc: GPU-accelerated alignment of short bisulfite-treated readsBioinformatics, 2018
- MetaCache: context-aware classification of metagenomic reads using minhashingBioinformatics, 2017
- Edlib: a C/C ++ library for fast, exact sequence alignment using edit distanceBioinformatics, 2017
- NextGenMap: fast and accurate read mapping in highly polymorphic genomesBioinformatics, 2013
- Fast gapped-read alignment with Bowtie 2Nature Methods, 2012
- Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applicationsBioinformatics, 2011
- BSMAP: whole genome bisulfite sequence MAPping programBMC Bioinformatics, 2009