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The Emergence of Biological Coding Theory as a Mathematical Framework for Modeling, Monitoring, and Modulating Biomolecular Systems

机译:生物编码理论的出现作为建模,监测和调制生物分子系统的数学框架

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In this work we will discuss the implications of understanding hybridization using the mathematical framework of error control coding theory and how this requires not only the use of information theoretic analysis tools, but compels us to view and model biomolecular systems as information transmission and processing systems. Using the genetic communication theory paradigm, we investigate coding theory algorithms for in silico categorization of single nucleotide polymorphisms based on the calculation of syndromes [1]. We explore the use of coding theory frameworks in the design of in vitro computational biosensors [2] and design of error correcting biosensors [3] for monitoring biomolecular systems. We conclude by briefly investigating the necessity of biological coding theory in the emerging field of synthetic biology [4] where incorporation of error control codes into synthetic DNA, an established area of research in the field of DNA computing [5], is becoming an area of growing interest in order to increase the robustness of engineered biomolecular systems.
机译:在这项工作中,我们将讨论使用错误控制编码理论的数学框架来了解杂交的含义以及如何不仅需要使用信息理论分析工具,而且迫使我们将生物分子系统视为信息传输和处理系统。利用遗传通信理论范式,我们基于综合征的计算研究了单核苷酸多态性的单核苷酸多态性的编码理论算法[1]。我们探索在体外计算生物传感器[2]设计中使用编码理论框架[2],以及用于监测生物分子系统的误差校正生物传感器[3]。我们通过简要研究一种在合成生物学领域的生物编码理论的必要性进行结论[4],其中将误差控制码掺入合成DNA中,DNA计算领域的已既定的研究领域[5]正在成为一个区域为了增加工程生物分子系统的稳健性,兴趣日益增长。

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