On Algebraic Designing of DNA Codes With Biological and Combinatorial Constraints

IF 2.3
Krishna Gopal Benerjee;Adrish Banerjee
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引用次数: 0

Abstract

This paper presents constructions of DNA codes that satisfy biological and combinatorial constraints for DNA-based data storage systems. We introduce an algorithm that generates DNA blocks containing sequences that meet the required constraints for DNA codes. The constructed DNA sequences satisfy biological constraints: balanced GC-content, avoidance of secondary structures, and prevention of homopolymer runs. These sequences simultaneously satisfy combinatorial constraints that ensure differences among DNA sequences and their reverse and reverse-complement sequences. The DNA codes incorporate error correction through minimum Hamming distance requirements. We establish a bijective mapping between algebraic structures and DNA sequences, providing construction of DNA codes with specified characteristics. Using this framework, we construct DNA codes based on error-correcting codes, including Simplex and Reed-Muller codes. These constructions ensure DNA sequences avoid secondary structures and homopolymer runs exceeding length three, which cause errors in DNA storage systems. Concatenated sequences maintain these properties. The codes achieve non-vanishing code rates and minimum Hamming distances for large sequence lengths, demonstrating viability for DNA-based data storage systems.
具有生物和组合约束的DNA密码的代数设计
本文提出了满足DNA数据存储系统的生物学和组合约束的DNA密码结构。我们介绍了一种算法,该算法生成包含满足DNA编码所需约束的序列的DNA块。构建的DNA序列满足生物学限制:平衡gc含量,避免二级结构,防止均聚物运行。这些序列同时满足组合约束,保证了DNA序列及其反向和反向补序列之间的差异。DNA编码包含通过最小汉明距离要求的纠错。我们建立了代数结构和DNA序列之间的双向映射,提供了具有特定特征的DNA代码的构建。利用这一框架,我们构建了基于纠错码的DNA编码,包括Simplex编码和Reed-Muller编码。这些结构确保DNA序列避免二级结构和均聚物运行超过长度3,导致错误的DNA存储系统。串联序列保持这些属性。该编码实现了大序列长度的非消失码率和最小汉明距离,证明了基于dna的数据存储系统的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.20
自引率
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