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Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing
The storage of data in DNA typically involves encoding and synthesizing data into short oligonucleotides, followed by reading with a sequencing instrument. Major challenges include the molecular consumption of synthesized DNA, basecalling errors, and limitations with scaling up read operations for i...
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/PMC10213054/ https://www.ncbi.nlm.nih.gov/pubmed/37231057 http://dx.doi.org/10.1038/s41598-023-29575-z |
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author | Lau, Billy Chandak, Shubham Roy, Sharmili Tatwawadi, Kedar Wootters, Mary Weissman, Tsachy Ji, Hanlee P. |
author_facet | Lau, Billy Chandak, Shubham Roy, Sharmili Tatwawadi, Kedar Wootters, Mary Weissman, Tsachy Ji, Hanlee P. |
author_sort | Lau, Billy |
collection | PubMed |
description | The storage of data in DNA typically involves encoding and synthesizing data into short oligonucleotides, followed by reading with a sequencing instrument. Major challenges include the molecular consumption of synthesized DNA, basecalling errors, and limitations with scaling up read operations for individual data elements. Addressing these challenges, we describe a DNA storage system called MDRAM (Magnetic DNA-based Random Access Memory) that enables repetitive and efficient readouts of targeted files with nanopore-based sequencing. By conjugating synthesized DNA to magnetic agarose beads, we enabled repeated data readouts while preserving the original DNA analyte and maintaining data readout quality. MDRAM utilizes an efficient convolutional coding scheme that leverages soft information in raw nanopore sequencing signals to achieve information reading costs comparable to Illumina sequencing despite higher error rates. Finally, we demonstrate a proof-of-concept DNA-based proto-filesystem that enables an exponentially-scalable data address space using only small numbers of targeting primers for assembly and readout. |
format | Online Article Text |
id | pubmed-10213054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102130542023-05-27 Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing Lau, Billy Chandak, Shubham Roy, Sharmili Tatwawadi, Kedar Wootters, Mary Weissman, Tsachy Ji, Hanlee P. Sci Rep Article The storage of data in DNA typically involves encoding and synthesizing data into short oligonucleotides, followed by reading with a sequencing instrument. Major challenges include the molecular consumption of synthesized DNA, basecalling errors, and limitations with scaling up read operations for individual data elements. Addressing these challenges, we describe a DNA storage system called MDRAM (Magnetic DNA-based Random Access Memory) that enables repetitive and efficient readouts of targeted files with nanopore-based sequencing. By conjugating synthesized DNA to magnetic agarose beads, we enabled repeated data readouts while preserving the original DNA analyte and maintaining data readout quality. MDRAM utilizes an efficient convolutional coding scheme that leverages soft information in raw nanopore sequencing signals to achieve information reading costs comparable to Illumina sequencing despite higher error rates. Finally, we demonstrate a proof-of-concept DNA-based proto-filesystem that enables an exponentially-scalable data address space using only small numbers of targeting primers for assembly and readout. Nature Publishing Group UK 2023-05-25 /pmc/articles/PMC10213054/ /pubmed/37231057 http://dx.doi.org/10.1038/s41598-023-29575-z 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Lau, Billy Chandak, Shubham Roy, Sharmili Tatwawadi, Kedar Wootters, Mary Weissman, Tsachy Ji, Hanlee P. Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
title | Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
title_full | Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
title_fullStr | Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
title_full_unstemmed | Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
title_short | Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
title_sort | magnetic dna random access memory with nanopore readouts and exponentially-scaled combinatorial addressing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213054/ https://www.ncbi.nlm.nih.gov/pubmed/37231057 http://dx.doi.org/10.1038/s41598-023-29575-z |
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