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随机氨基酸突变和蛋白质错误折叠导致序列-结构通信中的香农极限。

Random amino acid mutations and protein misfolding lead to Shannon limit in sequence-structure communication.

作者信息

Lisewski Andreas Martin

机构信息

Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States of America.

出版信息

PLoS One. 2008 Sep 1;3(9):e3110. doi: 10.1371/journal.pone.0003110.

Abstract

The transmission of genomic information from coding sequence to protein structure during protein synthesis is subject to stochastic errors. To analyze transmission limits in the presence of spurious errors, Shannon's noisy channel theorem is applied to a communication channel between amino acid sequences and their structures established from a large-scale statistical analysis of protein atomic coordinates. While Shannon's theorem confirms that in close to native conformations information is transmitted with limited error probability, additional random errors in sequence (amino acid substitutions) and in structure (structural defects) trigger a decrease in communication capacity toward a Shannon limit at 0.010 bits per amino acid symbol at which communication breaks down. In several controls, simulated error rates above a critical threshold and models of unfolded structures always produce capacities below this limiting value. Thus an essential biological system can be realistically modeled as a digital communication channel that is (a) sensitive to random errors and (b) restricted by a Shannon error limit. This forms a novel basis for predictions consistent with observed rates of defective ribosomal products during protein synthesis, and with the estimated excess of mutual information in protein contact potentials.

摘要

在蛋白质合成过程中,基因组信息从编码序列传递到蛋白质结构会受到随机误差的影响。为了分析存在虚假误差时的传递极限,香农噪声信道定理被应用于氨基酸序列与其结构之间的通信信道,该信道是通过对蛋白质原子坐标的大规模统计分析建立的。虽然香农定理证实,在接近天然构象时信息以有限的错误概率进行传递,但序列中的额外随机误差(氨基酸替换)和结构中的随机误差(结构缺陷)会导致通信容量朝着香农极限下降,该极限为每个氨基酸符号0.010比特,此时通信会中断。在几个对照实验中,高于临界阈值的模拟错误率和未折叠结构模型总是产生低于此极限值的容量。因此,一个基本的生物系统可以被现实地建模为一个数字通信信道,该信道(a)对随机误差敏感,(b)受香农误差极限的限制。这为预测提供了一个新的基础,这些预测与蛋白质合成过程中观察到的有缺陷核糖体产物的速率以及蛋白质接触势中估计的互信息过剩相一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ac79/2518838/ce0fd64256b4/pone.0003110.g001.jpg

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