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The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module
The size of digital data is ever increasing and is expected to grow to 40,000 EB by 2020, yet the estimated global information storage capacity in 2011 is <300 EB, indicating that most of the data are transient. DNA, as a very stable nano-molecule, is an ideal massive storage device for long-term...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4222239/ https://www.ncbi.nlm.nih.gov/pubmed/25414846 http://dx.doi.org/10.3389/fbioe.2014.00049 |
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author | Yim, Aldrin Kay-Yuen Yu, Allen Chi-Shing Li, Jing-Woei Wong, Ada In-Chun Loo, Jacky F. C. Chan, King Ming Kong, S. K. Yip, Kevin Y. Chan, Ting-Fung |
author_facet | Yim, Aldrin Kay-Yuen Yu, Allen Chi-Shing Li, Jing-Woei Wong, Ada In-Chun Loo, Jacky F. C. Chan, King Ming Kong, S. K. Yip, Kevin Y. Chan, Ting-Fung |
author_sort | Yim, Aldrin Kay-Yuen |
collection | PubMed |
description | The size of digital data is ever increasing and is expected to grow to 40,000 EB by 2020, yet the estimated global information storage capacity in 2011 is <300 EB, indicating that most of the data are transient. DNA, as a very stable nano-molecule, is an ideal massive storage device for long-term data archive. The two most notable illustrations are from Church et al. and Goldman et al., whose approaches are well-optimized for most sequencing platforms – short synthesized DNA fragments without homopolymer. Here, we suggested improvements on error handling methodology that could enable the integration of DNA-based computational process, e.g., algorithms based on self-assembly of DNA. As a proof of concept, a picture of size 438 bytes was encoded to DNA with low-density parity-check error-correction code. We salvaged a significant portion of sequencing reads with mutations generated during DNA synthesis and sequencing and successfully reconstructed the entire picture. A modular-based programing framework – DNAcodec with an eXtensible Markup Language-based data format was also introduced. Our experiments demonstrated the practicability of long DNA message recovery with high error tolerance, which opens the field to biocomputing and synthetic biology. |
format | Online Article Text |
id | pubmed-4222239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-42222392014-11-20 The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module Yim, Aldrin Kay-Yuen Yu, Allen Chi-Shing Li, Jing-Woei Wong, Ada In-Chun Loo, Jacky F. C. Chan, King Ming Kong, S. K. Yip, Kevin Y. Chan, Ting-Fung Front Bioeng Biotechnol Bioengineering and Biotechnology The size of digital data is ever increasing and is expected to grow to 40,000 EB by 2020, yet the estimated global information storage capacity in 2011 is <300 EB, indicating that most of the data are transient. DNA, as a very stable nano-molecule, is an ideal massive storage device for long-term data archive. The two most notable illustrations are from Church et al. and Goldman et al., whose approaches are well-optimized for most sequencing platforms – short synthesized DNA fragments without homopolymer. Here, we suggested improvements on error handling methodology that could enable the integration of DNA-based computational process, e.g., algorithms based on self-assembly of DNA. As a proof of concept, a picture of size 438 bytes was encoded to DNA with low-density parity-check error-correction code. We salvaged a significant portion of sequencing reads with mutations generated during DNA synthesis and sequencing and successfully reconstructed the entire picture. A modular-based programing framework – DNAcodec with an eXtensible Markup Language-based data format was also introduced. Our experiments demonstrated the practicability of long DNA message recovery with high error tolerance, which opens the field to biocomputing and synthetic biology. Frontiers Media S.A. 2014-11-06 /pmc/articles/PMC4222239/ /pubmed/25414846 http://dx.doi.org/10.3389/fbioe.2014.00049 Text en Copyright © 2014 Yim, Yu, Li, Wong, Loo, Chan, Kong, Yip and Chan. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Yim, Aldrin Kay-Yuen Yu, Allen Chi-Shing Li, Jing-Woei Wong, Ada In-Chun Loo, Jacky F. C. Chan, King Ming Kong, S. K. Yip, Kevin Y. Chan, Ting-Fung The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module |
title | The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module |
title_full | The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module |
title_fullStr | The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module |
title_full_unstemmed | The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module |
title_short | The Essential Component in DNA-Based Information Storage System: Robust Error-Tolerating Module |
title_sort | essential component in dna-based information storage system: robust error-tolerating module |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4222239/ https://www.ncbi.nlm.nih.gov/pubmed/25414846 http://dx.doi.org/10.3389/fbioe.2014.00049 |
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