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寻找蛋白质的最低自由能构象是一个NP难问题:证明与启示。

Finding the lowest free energy conformation of a protein is an NP-hard problem: proof and implications.

作者信息

Unger R, Moult J

机构信息

Center for Advanced Research in Biotechnology, Maryland Biotechnology Institute, University of Maryland, Rockville 20850.

出版信息

Bull Math Biol. 1993 Nov;55(6):1183-98. doi: 10.1007/BF02460703.

DOI:10.1007/BF02460703
PMID:8281131
Abstract

The protein folding problem and the notion of NP-completeness and NP-hardness are discussed. A lattice model is suggested to capture the essence of protein folding. For this model we present a proof that finding the lowest free energy conformation belongs to the class of NP-hard problems. The implications of the proof are discussed and we suggest that the natural folding process cannot be considered as a search for the global free energy minimum. However, we suggest an explanation as to why, for many proteins, the native functional conformation may coincide with the lowest free energy conformation.

摘要

本文讨论了蛋白质折叠问题以及NP完全性和NP难的概念。提出了一种晶格模型以捕捉蛋白质折叠的本质。对于该模型,我们给出了一个证明,即找到最低自由能构象属于NP难问题的范畴。讨论了该证明的意义,并提出自然折叠过程不能被视为对全局自由能最小值的搜索。然而,我们给出了一个解释,说明为什么对于许多蛋白质来说,天然功能构象可能与最低自由能构象一致。

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1
Finding the lowest free energy conformation of a protein is an NP-hard problem: proof and implications.寻找蛋白质的最低自由能构象是一个NP难问题:证明与启示。
Bull Math Biol. 1993 Nov;55(6):1183-98. doi: 10.1007/BF02460703.
2
Complexity of protein folding.
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Is protein folding problem really a NP-complete one? First investigations.蛋白质折叠问题真的是一个NP完全问题吗?初步研究。
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Specific nucleus as the transition state for protein folding: evidence from the lattice model.特定核作为蛋白质折叠的过渡态:来自晶格模型的证据。
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Impact of local and non-local interactions on thermodynamics and kinetics of protein folding.局部和非局部相互作用对蛋白质折叠热力学和动力学的影响。
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Heuristic-based tabu search algorithm for folding two-dimensional AB off-lattice model proteins.基于启发式的禁忌搜索算法用于折叠二维 AB 无格模型蛋白质。
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NMR evidence for an early framework intermediate on the folding pathway of ribonuclease A.核糖核酸酶A折叠途径中早期框架中间体的核磁共振证据。
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