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Adaptive coding for DNA storage with high storage density and low coverage
The rapid development of information technology has generated substantial data, which urgently requires new storage media and storage methods. DNA, as a storage medium with high density, high durability, and ultra-long storage time characteristics, is promising as a potential solution. However, DNA...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9253015/ https://www.ncbi.nlm.nih.gov/pubmed/35788589 http://dx.doi.org/10.1038/s41540-022-00233-w |
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author | Cao, Ben Zhang, Xiaokang Cui, Shuang Zhang, Qiang |
author_facet | Cao, Ben Zhang, Xiaokang Cui, Shuang Zhang, Qiang |
author_sort | Cao, Ben |
collection | PubMed |
description | The rapid development of information technology has generated substantial data, which urgently requires new storage media and storage methods. DNA, as a storage medium with high density, high durability, and ultra-long storage time characteristics, is promising as a potential solution. However, DNA storage is still in its infancy and suffers from low space utilization of DNA strands, high read coverage, and poor coding coupling. Therefore, in this work, an adaptive coding DNA storage system is proposed to use different coding schemes for different coding region locations, and the method of adaptively generating coding constraint thresholds is used to optimize at the system level to ensure the efficient operation of each link. Images, videos, and PDF files of size 698 KB were stored in DNA using adaptive coding algorithms. The data were sequenced and losslessly decoded into raw data. Compared with previous work, the DNA storage system implemented by adaptive coding proposed in this paper has high storage density and low read coverage, which promotes the development of carbon-based storage systems. |
format | Online Article Text |
id | pubmed-9253015 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92530152022-07-06 Adaptive coding for DNA storage with high storage density and low coverage Cao, Ben Zhang, Xiaokang Cui, Shuang Zhang, Qiang NPJ Syst Biol Appl Article The rapid development of information technology has generated substantial data, which urgently requires new storage media and storage methods. DNA, as a storage medium with high density, high durability, and ultra-long storage time characteristics, is promising as a potential solution. However, DNA storage is still in its infancy and suffers from low space utilization of DNA strands, high read coverage, and poor coding coupling. Therefore, in this work, an adaptive coding DNA storage system is proposed to use different coding schemes for different coding region locations, and the method of adaptively generating coding constraint thresholds is used to optimize at the system level to ensure the efficient operation of each link. Images, videos, and PDF files of size 698 KB were stored in DNA using adaptive coding algorithms. The data were sequenced and losslessly decoded into raw data. Compared with previous work, the DNA storage system implemented by adaptive coding proposed in this paper has high storage density and low read coverage, which promotes the development of carbon-based storage systems. Nature Publishing Group UK 2022-07-04 /pmc/articles/PMC9253015/ /pubmed/35788589 http://dx.doi.org/10.1038/s41540-022-00233-w Text en © The Author(s) 2022 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 Cao, Ben Zhang, Xiaokang Cui, Shuang Zhang, Qiang Adaptive coding for DNA storage with high storage density and low coverage |
title | Adaptive coding for DNA storage with high storage density and low coverage |
title_full | Adaptive coding for DNA storage with high storage density and low coverage |
title_fullStr | Adaptive coding for DNA storage with high storage density and low coverage |
title_full_unstemmed | Adaptive coding for DNA storage with high storage density and low coverage |
title_short | Adaptive coding for DNA storage with high storage density and low coverage |
title_sort | adaptive coding for dna storage with high storage density and low coverage |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9253015/ https://www.ncbi.nlm.nih.gov/pubmed/35788589 http://dx.doi.org/10.1038/s41540-022-00233-w |
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