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DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage
The extensive information capacity of DNA, coupled with decreasing costs for DNA synthesis and sequencing, makes DNA an attractive alternative to traditional data storage. The processes of writing, storing, and reading DNA exhibit specific error profiles and constraints DNA sequences have to adhere...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902613/ https://www.ncbi.nlm.nih.gov/pubmed/36746948 http://dx.doi.org/10.1038/s41467-023-36297-3 |
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author | Welzel, Marius Schwarz, Peter Michael Löchel, Hannah F. Kabdullayeva, Tolganay Clemens, Sandra Becker, Anke Freisleben, Bernd Heider, Dominik |
author_facet | Welzel, Marius Schwarz, Peter Michael Löchel, Hannah F. Kabdullayeva, Tolganay Clemens, Sandra Becker, Anke Freisleben, Bernd Heider, Dominik |
author_sort | Welzel, Marius |
collection | PubMed |
description | The extensive information capacity of DNA, coupled with decreasing costs for DNA synthesis and sequencing, makes DNA an attractive alternative to traditional data storage. The processes of writing, storing, and reading DNA exhibit specific error profiles and constraints DNA sequences have to adhere to. We present DNA-Aeon, a concatenated coding scheme for DNA data storage. It supports the generation of variable-sized encoded sequences with a user-defined Guanine-Cytosine (GC) content, homopolymer length limitation, and the avoidance of undesired motifs. It further enables users to provide custom codebooks adhering to further constraints. DNA-Aeon can correct substitution errors, insertions, deletions, and the loss of whole DNA strands. Comparisons with other codes show better error-correction capabilities of DNA-Aeon at similar redundancy levels with decreased DNA synthesis costs. In-vitro tests indicate high reliability of DNA-Aeon even in the case of skewed sequencing read distributions and high read-dropout. |
format | Online Article Text |
id | pubmed-9902613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99026132023-02-08 DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage Welzel, Marius Schwarz, Peter Michael Löchel, Hannah F. Kabdullayeva, Tolganay Clemens, Sandra Becker, Anke Freisleben, Bernd Heider, Dominik Nat Commun Article The extensive information capacity of DNA, coupled with decreasing costs for DNA synthesis and sequencing, makes DNA an attractive alternative to traditional data storage. The processes of writing, storing, and reading DNA exhibit specific error profiles and constraints DNA sequences have to adhere to. We present DNA-Aeon, a concatenated coding scheme for DNA data storage. It supports the generation of variable-sized encoded sequences with a user-defined Guanine-Cytosine (GC) content, homopolymer length limitation, and the avoidance of undesired motifs. It further enables users to provide custom codebooks adhering to further constraints. DNA-Aeon can correct substitution errors, insertions, deletions, and the loss of whole DNA strands. Comparisons with other codes show better error-correction capabilities of DNA-Aeon at similar redundancy levels with decreased DNA synthesis costs. In-vitro tests indicate high reliability of DNA-Aeon even in the case of skewed sequencing read distributions and high read-dropout. Nature Publishing Group UK 2023-02-06 /pmc/articles/PMC9902613/ /pubmed/36746948 http://dx.doi.org/10.1038/s41467-023-36297-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Welzel, Marius Schwarz, Peter Michael Löchel, Hannah F. Kabdullayeva, Tolganay Clemens, Sandra Becker, Anke Freisleben, Bernd Heider, Dominik DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage |
title | DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage |
title_full | DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage |
title_fullStr | DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage |
title_full_unstemmed | DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage |
title_short | DNA-Aeon provides flexible arithmetic coding for constraint adherence and error correction in DNA storage |
title_sort | dna-aeon provides flexible arithmetic coding for constraint adherence and error correction in dna storage |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902613/ https://www.ncbi.nlm.nih.gov/pubmed/36746948 http://dx.doi.org/10.1038/s41467-023-36297-3 |
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