A NEW APPROACH TO THE DESIGN OF STABLE PROTEINS

被引:219
作者
SHAKHNOVICH, EI
GUTIN, AM
机构
[1] Department of Chemistry, Harvard University, Cambridge, MA 02138
来源
PROTEIN ENGINEERING | 1993年 / 6卷 / 08期
关键词
METROPOLIS MONTE-CARLO SCHEME; MULTIPLE-MINIMA PROBLEMS; STABLE PROTEINS;
D O I
10.1093/protein/6.8.793
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We propose a simple algorithm to design a sequence which fits a given protein structure with a given energy. The algorithm is a modification of the Metropolis Monte Carlo scheme in sequence space with an evolutionary temperature which sets the energy scale. There is a one to one correspondence between this optimization scheme and the Ising model of ferromagnetism. This analogy implies that the design algorithm does not encounter multiple-minima problems and is very fast. The algorithm is tested by 'predicting' the primary structures of four proteins. In each case the calculated primary structures had statistically significant homology with the natural structures.
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页码:793 / 800
页数:8
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