Kolinski A, Skolnick J
Department of Molecular Biology, Scripps Research Institute, La Jolla, California 92037.
Proteins. 1994 Apr;18(4):353-66. doi: 10.1002/prot.340180406.
The hierarchy of lattice Monte Carlo models described in the accompanying paper (Kolinski, A., Skolnick, J. Monte Carlo simulations of protein folding. I. Lattice model and interaction scheme. Proteins 18:338-352, 1994) is applied to the simulation of protein folding and the prediction of 3-dimensional structure. Using sequence information alone, three proteins have been successfully folded: the B domain of staphylococcal protein A, a 120 residue, monomeric version of ROP dimer, and crambin. Starting from a random expanded conformation, the model proteins fold along relatively well-defined folding pathways. These involve a collection of early intermediates, which are followed by the final (and rate-determining) transition from compact intermediates closely resembling the molten globule state to the native-like state. The predicted structures are rather unique, with native-like packing of the side chains. The accuracy of the predicted native conformations is better than those obtained in previous folding simulations. The best (but by no means atypical) folds of protein A have a coordinate rms of 2.25 A from the native C alpha trace, and the best coordinate rms from crambin is 3.18 A. For ROP monomer, the lowest coordinate rms from equivalent C alpha s of ROP dimer is 3.65 A. Thus, for two simple helical proteins and a small alpha/beta protein, the ability to predict protein structure from sequence has been demonstrated.
随附论文(Kolinski, A., Skolnick, J. Monte Carlo simulations of protein folding. I. Lattice model and interaction scheme. Proteins 18:338 - 352, 1994)中描述的晶格蒙特卡罗模型层次结构被应用于蛋白质折叠模拟和三维结构预测。仅使用序列信息,已成功折叠了三种蛋白质:葡萄球菌蛋白A的B结构域、ROP二聚体的120个残基单体形式以及胰凝乳蛋白酶原。从随机伸展构象开始,模型蛋白质沿着相对明确的折叠途径折叠。这些途径涉及一系列早期中间体,随后是从紧密类似于熔球态的紧密中间体到天然态的最终(也是速率决定)转变。预测的结构相当独特,侧链具有类似天然的堆积。预测的天然构象的准确性优于先前折叠模拟中获得的构象。蛋白质A的最佳(但绝不是非典型)折叠与天然Cα轨迹的坐标均方根为2.25 Å,胰凝乳蛋白酶原的最佳坐标均方根为3.18 Å。对于ROP单体,与ROP二聚体等效Cα的最低坐标均方根为3.65 Å。因此,对于两种简单的螺旋蛋白和一种小的α/β蛋白,已经证明了从序列预测蛋白质结构的能力。