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核糖体计算:计算方法的实现。

Ribosomal computing: implementation of the computational method.

机构信息

Kazi Nazrul University, Asansol, West Bengal, India.

IIEST Shibpur, Howrah, West Bengal, India.

出版信息

BMC Bioinformatics. 2024 Oct 3;25(1):321. doi: 10.1186/s12859-024-05945-w.

Abstract

BACKGROUND

Several computational and mathematical models of protein synthesis have been explored to accomplish the quantitative analysis of protein synthesis components and polysome structure. The effect of gene sequence (coding and non-coding region) in protein synthesis, mutation in gene sequence, and functional model of ribosome needs to be explored to investigate the relationship among protein synthesis components further. Ribosomal computing is implemented by imitating the functional property of protein synthesis.

RESULT

In the proposed work, a general framework of ribosomal computing is demonstrated by developing a computational model to present the relationship between biological details of protein synthesis and computing principles. Here, mathematical abstractions are chosen carefully without probing into intricate chemical details of the micro-operations of protein synthesis for ease of understanding. This model demonstrates the cause and effect of ribosome stalling during protein synthesis and the relationship between functional protein and gene sequence. Moreover, it also reveals the computing nature of ribosome molecules and other protein synthesis components. The effect of gene mutation on protein synthesis is also explored in this model.

CONCLUSION

The computational model for ribosomal computing is implemented in this work. The proposed model demonstrates the relationship among gene sequences and protein synthesis components. This model also helps to implement a simulation environment (a simulator) for generating protein chains from gene sequences and can spot the problem during protein synthesis. Thus, this simulator can identify a disease that can happen due to a protein synthesis problem and suggest precautions for it.

摘要

背景

为了实现对蛋白质合成成分和多核糖体结构的定量分析,已经探索了几种蛋白质合成的计算和数学模型。需要探索基因序列(编码和非编码区)在蛋白质合成中的作用、基因序列突变以及核糖体的功能模型,以进一步研究蛋白质合成成分之间的关系。核糖体计算是通过模拟蛋白质合成的功能特性来实现的。

结果

在这项工作中,通过开发一个计算模型来展示蛋白质合成的生物学细节与计算原理之间的关系,展示了核糖体计算的一般框架。在这里,为了便于理解,选择了仔细的数学抽象,而没有探究蛋白质合成微观操作的复杂化学细节。该模型演示了核糖体在蛋白质合成过程中停顿的原因和结果,以及功能蛋白与基因序列之间的关系。此外,它还揭示了核糖体分子和其他蛋白质合成成分的计算性质。该模型还探索了基因突变对蛋白质合成的影响。

结论

本文实现了核糖体计算的计算模型。所提出的模型演示了基因序列和蛋白质合成成分之间的关系。该模型还有助于实现从基因序列生成蛋白质链的模拟环境(模拟器),并可以在蛋白质合成过程中发现问题。因此,该模拟器可以识别由于蛋白质合成问题而可能发生的疾病,并为此提出预防措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b3f/11448306/888330645189/12859_2024_5945_Fig1_HTML.jpg

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