DNA 序列二级结构规避代码的能力

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Molecular, Biological, and Multi-Scale Communications Pub Date : 2024-03-03 DOI:10.1109/TMBMC.2024.3396404
Chen Wang;Hui Chu;Gennian Ge;Yiwei Zhang
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引用次数: 0

摘要

在 DNA 序列中,我们有著名的沃森-克里克补码 $/overline {T}=A, \overline {A}=T, \overline {C}=G$ 和 $/overline {G}=C$ 。二级结构现象指的是单链 DNA 序列折回自身的趋势,这通常是由于存在两个非重叠的反向互补子串造成的。避免二级结构(SSA)的特性禁止序列包含这种反向互补子串,它是设计用于 DNA 存储和 DNA 计算的单链 DNA 序列的关键标准。本文证明,对于任意给定的二级结构茎长度 m,构建 SSA 序列的问题可以用一个约束系统来表征,因此 SSA 序列的容量可以用约束编码理论中经典的谱半径方法来计算。我们分析了如何为约束系统选择生成集(即 de Bruijn 图中的顶点子集),从而得出一些 SSA 编码的明确构造。特别是,当 ${m} = 2$ 和 ${m} = 3$ 时,我们的构造分别具有 1.1679bits/nt 和 1.5515bits/nt 的最佳速率。此外,我们还结合了 SSA 约束和同源多聚物运行长度限制约束,并分析了满足这两个约束的序列的容量。
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The Capacity of Secondary Structure Avoidance Codes for DNA Sequences
In DNA sequences, we have the celebrated Watson-Crick complement $\overline {T}=A, \overline {A}=T, \overline {C}=G$ , and $\overline {G}=C$ . The phenomenon of secondary structure refers to the tendency of a single stranded DNA sequence to fold back upon itself, which is usually caused by the existence of two non-overlapping reverse complement substrings. The property of secondary structure avoidance (SSA) forbids a sequence to contain such reverse complement substrings, and it is a key criterion in the design of single-stranded DNA sequences for both DNA storage and DNA computing. In this paper, we prove that the problem of constructing SSA sequences for any given secondary structure stem length m can be characterized by a constrained system, and thus the capacity of SSA sequences can be calculated by the classic spectral radius approach in constrained coding theory. We analyze how to choose the generating set, which is a subset of vertices in a de Bruijn graph, for the constrained system, which leads to some explicit constructions of SSA codes. In particular, our constructions have optimal rates 1.1679bits/nt and 1.5515bits/nt when ${m} = 2$ and ${m} = 3$ , respectively. In addition, we combine the SSA constraint together with the homopolymer run-length-limit constraint and analyze the capacity of sequences satisfying both constraints.
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来源期刊
CiteScore
3.90
自引率
13.60%
发文量
23
期刊介绍: As a result of recent advances in MEMS/NEMS and systems biology, as well as the emergence of synthetic bacteria and lab/process-on-a-chip techniques, it is now possible to design chemical “circuits”, custom organisms, micro/nanoscale swarms of devices, and a host of other new systems. This success opens up a new frontier for interdisciplinary communications techniques using chemistry, biology, and other principles that have not been considered in the communications literature. The IEEE Transactions on Molecular, Biological, and Multi-Scale Communications (T-MBMSC) is devoted to the principles, design, and analysis of communication systems that use physics beyond classical electromagnetism. This includes molecular, quantum, and other physical, chemical and biological techniques; as well as new communication techniques at small scales or across multiple scales (e.g., nano to micro to macro; note that strictly nanoscale systems, 1-100 nm, are outside the scope of this journal). Original research articles on one or more of the following topics are within scope: mathematical modeling, information/communication and network theoretic analysis, standardization and industrial applications, and analytical or experimental studies on communication processes or networks in biology. Contributions on related topics may also be considered for publication. Contributions from researchers outside the IEEE’s typical audience are encouraged.
期刊最新文献
Table of Contents IEEE Transactions on Molecular, Biological, and Multi-Scale Communications Publication Information Guest Editorial Introduction to the Special Feature on the 8th Workshop on Molecular Communications Guest Editorial Special Feature on Seeing Through the Crowd: Molecular Communication in Crowded and Multi-Cellular Environments IEEE Communications Society Information
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