Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System

Synthetic deoxyribonucleic acid (DNA) is a good medium for storing digital data for a long period due to its achievable high data storage density and outstanding longevity. However, synthesizing and sequencing DNA sequences in a DNA storage system are prone to a wide variety of errors, including ins...

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Main Authors: Tianbo Xue, Francis C. M. Lau
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9151948/
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spelling doaj-30a6d246fd2a4ccc80c9e74f900cbf3c2021-03-30T04:30:13ZengIEEEIEEE Access2169-35362020-01-01814097214098010.1109/ACCESS.2020.30126889151948Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage SystemTianbo Xue0https://orcid.org/0000-0003-3758-4321Francis C. M. Lau1https://orcid.org/0000-0002-8279-0899Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong KongDepartment of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong KongSynthetic deoxyribonucleic acid (DNA) is a good medium for storing digital data for a long period due to its achievable high data storage density and outstanding longevity. However, synthesizing and sequencing DNA sequences in a DNA storage system are prone to a wide variety of errors, including insertion, deletion and mutation errors. At the same time, it is known that DNA sequences with 50% GC content are less susceptible to errors. This paper presents the construction of a GC-balanced DNA sequence with error correction capability. A systematic single insertion/deletion/substitution error correction code is first proposed and then used to design a GC-balanced scheme for synthesizing DNA sequences. With the proposed method, DNA sequences with exactly 50% GC content are constructed. Such DNA sequences not only have the maximum endurance to errors, but are able to correct both insertion/deletion and mutation of the nucleotide bases. The decoding procedures for the sequences are described and can readily be used in practice. Simulation results show that the proposed GC-balanced DNA sequences can correct base errors adequately.https://ieeexplore.ieee.org/document/9151948/Systematic single error correcting codemutation/insertion/deletionGC-balancedDNA storage system
collection DOAJ
language English
format Article
sources DOAJ
author Tianbo Xue
Francis C. M. Lau
spellingShingle Tianbo Xue
Francis C. M. Lau
Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System
IEEE Access
Systematic single error correcting code
mutation/insertion/deletion
GC-balanced
DNA storage system
author_facet Tianbo Xue
Francis C. M. Lau
author_sort Tianbo Xue
title Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System
title_short Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System
title_full Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System
title_fullStr Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System
title_full_unstemmed Construction of GC-Balanced DNA With Deletion/Insertion/Mutation Error Correction for DNA Storage System
title_sort construction of gc-balanced dna with deletion/insertion/mutation error correction for dna storage system
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Synthetic deoxyribonucleic acid (DNA) is a good medium for storing digital data for a long period due to its achievable high data storage density and outstanding longevity. However, synthesizing and sequencing DNA sequences in a DNA storage system are prone to a wide variety of errors, including insertion, deletion and mutation errors. At the same time, it is known that DNA sequences with 50% GC content are less susceptible to errors. This paper presents the construction of a GC-balanced DNA sequence with error correction capability. A systematic single insertion/deletion/substitution error correction code is first proposed and then used to design a GC-balanced scheme for synthesizing DNA sequences. With the proposed method, DNA sequences with exactly 50% GC content are constructed. Such DNA sequences not only have the maximum endurance to errors, but are able to correct both insertion/deletion and mutation of the nucleotide bases. The decoding procedures for the sequences are described and can readily be used in practice. Simulation results show that the proposed GC-balanced DNA sequences can correct base errors adequately.
topic Systematic single error correcting code
mutation/insertion/deletion
GC-balanced
DNA storage system
url https://ieeexplore.ieee.org/document/9151948/
work_keys_str_mv AT tianboxue constructionofgcbalanceddnawithdeletioninsertionmutationerrorcorrectionfordnastoragesystem
AT franciscmlau constructionofgcbalanceddnawithdeletioninsertionmutationerrorcorrectionfordnastoragesystem
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