A compression method for DNA.
basic_science · Level V
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- Record sourced from PubMed, PMID 33237908.
- Also identified by DOI 10.1371/journal.pone.0238220 and PMC identifier 7688149.
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Abstract
The development of high-throughput sequencing technology has generated huge amounts DNA data. Many general compression algorithms are not ideal for compressing DNA data, such as the LZ77 algorithm. On the basis of Nour and Sharawi's method,we propose a new, lossless and reference-free method to increase the compression performance. The original sequences are converted into eight intermediate files and six final files. Then, the LZ77 algorithm is used to compress the six final files. The results show that the compression time is decreased by 83% and the decompression time is decreased by 54% on average.The compression rate is almost the same as Nour and Sharawi's method which is the fastest method so far. What's more, our method has a wider range of application than Nour and Sharawi's method. Compared to some very advanced compression tools at present, such as XM and FCM-Mx, the time for compression in our method is much smaller, on average decreasing the time by more than 90%.
Medical subject headings
- DNA
- Data Compression
- Sequence Analysis, DNA