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Nucleotide Archival Format (NAF) enables efficient lossless reference-free compression of DNA sequences
Kirill Kryukov1, Mahoko Takahashi Ueda2, So Nakagawa1,2
1Department of Molecular Life Science, Tokai University School of Medicine, Isehara, Japan.
Bioinformatics (Oxford, England)
|February 26, 2019
Summary
Nucleotide Archival Format (NAF) offers efficient, lossless compression for DNA sequences. This new format achieves compression ratios similar to existing methods but with significantly faster decompression speeds.
Area of Science:
- Bioinformatics
- Computational Biology
- Genomics
Background:
- DNA sequence databases require efficient storage and transmission.
- Existing compression methods like gzip are widely used but can be slow for decompression.
Purpose of the Study:
- To introduce a new file format, Nucleotide Archival Format (NAF), for lossless, reference-free compression of nucleotide sequences.
- To evaluate NAF's performance against established DNA and general-purpose compression algorithms.
Main Methods:
- Developed a novel compression algorithm and file format (NAF) for FASTA and FASTQ sequences.
- Compared NAF's compression ratio and decompression speed against DELIMINATE, MFCompress, gzip, bzip2, xz, brotli, and zstd.
Main Results:
- NAF achieves compression ratios comparable to leading DNA compressors.
- NAF demonstrates significantly faster decompression speeds compared to other formats.
- The format is lossless and reference-free.
Conclusions:
- NAF provides an effective solution for compressing nucleotide sequence data.
- Its superior decompression speed makes it a valuable tool for large-scale genomic data handling.
- NAF is open-source and readily available for use.
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