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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...

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Autores principales: Welzel, Marius, Schwarz, Peter Michael, Löchel, Hannah F., Kabdullayeva, Tolganay, Clemens, Sandra, Becker, Anke, Freisleben, Bernd, Heider, Dominik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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