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生化反应网络中的计算功能。

Computational functions in biochemical reaction networks.

作者信息

Arkin A, Ross J

机构信息

Department of Chemistry, School of Medicine, Stanford University, CA 94305.

出版信息

Biophys J. 1994 Aug;67(2):560-78. doi: 10.1016/S0006-3495(94)80516-8.

Abstract

In prior work we demonstrated the implementation of logic gates, sequential computers (universal Turing machines), and parallel computers by means of the kinetics of chemical reaction mechanisms. In the present article we develop this subject further by first investigating the computational properties of several enzymatic (single and multiple) reaction mechanisms: we show their steady states are analogous to either Boolean or fuzzy logic gates. Nearly perfect digital function is obtained only in the regime in which the enzymes are saturated with their substrates. With these enzymatic gates, we construct combinational chemical networks that execute a given truth-table. The dynamic range of a network's output is strongly affected by "input/output matching" conditions among the internal gate elements. We find a simple mechanism, similar to the interconversion of fructose-6-phosphate between its two bisphosphate forms (fructose-1,6-bisphosphate and fructose-2,6-bisphosphate), that functions analogously to an AND gate. When the simple model is supplanted with one in which the enzyme rate laws are derived from experimental data, the steady state of the mechanism functions as an asymmetric fuzzy aggregation operator with properties akin to a fuzzy AND gate. The qualitative behavior of the mechanism does not change when situated within a large model of glycolysis/gluconeogenesis and the TCA cycle. The mechanism, in this case, switches the pathway's mode from glycolysis to gluconeogenesis in response to chemical signals of low blood glucose (cAMP) and abundant fuel for the TCA cycle (acetyl coenzyme A).

摘要

在之前的工作中,我们通过化学反应机制的动力学演示了逻辑门、时序计算机(通用图灵机)和并行计算机的实现。在本文中,我们通过首先研究几种酶促(单酶和多酶)反应机制的计算特性来进一步拓展这一主题:我们表明它们的稳态类似于布尔逻辑门或模糊逻辑门。只有在酶被其底物饱和的情况下才能获得近乎完美的数字功能。利用这些酶促门,我们构建了执行给定真值表的组合化学网络。网络输出的动态范围受到内部门元件之间“输入/输出匹配”条件的强烈影响。我们发现了一种类似于6-磷酸果糖在其两种双磷酸形式(1,6-二磷酸果糖和2,6-二磷酸果糖)之间相互转化的简单机制,其功能类似于与门。当用一种从实验数据推导酶速率定律的模型取代简单模型时,该机制的稳态充当具有类似于模糊与门特性的非对称模糊聚合算子。当该机制置于糖酵解/糖异生和三羧酸循环的大型模型中时,其定性行为不会改变。在这种情况下,该机制会根据低血糖的化学信号(cAMP)和三羧酸循环丰富的燃料(乙酰辅酶A)将途径模式从糖酵解切换为糖异生。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ca6c/1225399/223b65e1d548/biophysj00072-0077-a.jpg

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