Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
University of Maryland, College Park
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Abstract
Bowtie is an ultrafast, memory-efficient alignment program for aligning short DNA sequence reads to large genomes. For the human genome, Burrows-Wheeler indexing allows Bowtie to align more than 25 million reads per CPU hour with a memory footprint of approximately 1.3 gigabytes. Bowtie extends previous Burrows-Wheeler techniques with a novel quality-aware backtracking algorithm that permits mismatches. Multiple processor cores can be used simultaneously to achieve even greater alignment speeds. Bowtie is open source (http://bowtie.cbcb.umd.edu).
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4Topics & keywords
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Keywords
- Biology
- Human genetics
- Human genome
- Genome
- Computational biology
- Genetics
- Genome Biology
- Computational genomics
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