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用于从Cα轨迹生成蛋白质主链和侧链坐标的数据库算法在模型构建和坐标错误检测中的应用

Database algorithm for generating protein backbone and side-chain co-ordinates from a C alpha trace application to model building and detection of co-ordinate errors.

作者信息

Holm L, Sander C

机构信息

EMBL, Heidelberg, F.R.G.

出版信息

J Mol Biol. 1991 Mar 5;218(1):183-94. doi: 10.1016/0022-2836(91)90883-8.

Abstract

The problem of constructing all-atom model co-ordinates of a protein from an outline of the polypeptide chain is encountered in protein structure determination by crystallography or nuclear magnetic resonance spectroscopy, in model building by homology and in protein design. Here, we present an automatic procedure for generating full protein co-ordinates (backbone and, optionally, side-chains) given the C alpha trace and amino acid sequence. To construct backbones, a protein structure database is first scanned for fragments that locally fit the chain trace according to distance criteria. A best path algorithm then sifts through these segments and selects an optimal path with minimal mismatch at fragment joints. In blind tests, using fully known protein structures, backbones (C alpha, C, N, O) can be reconstructed with a reliability of 0.4 to 0.6 A root-mean-square position deviation and not more than 0 to 5% peptide flips. This accuracy is sufficient to identify possible errors in protein co-ordinate sets. To construct full co-ordinates, side-chains are added from a library of frequently occurring rotamers using a simple and fast Monte Carlo procedure with simulated annealing. In tests on X-ray structures determined at better than 2.5 A resolution, the positions of side-chain atoms in the protein core (less than 20% relative accessibility) have an accuracy of 1.6 A (r.m.s. deviation) and 70% of chi 1 angles are within 30 degrees of the X-ray structure. The computer program MaxSprout is available on request.

摘要

在通过晶体学或核磁共振光谱法确定蛋白质结构、同源性建模以及蛋白质设计过程中,都会遇到根据多肽链轮廓构建蛋白质全原子模型坐标的问题。在此,我们提出了一种自动程序,给定Cα轨迹和氨基酸序列,即可生成完整的蛋白质坐标(主链,以及可选的侧链)。为构建主链,首先在蛋白质结构数据库中搜索根据距离标准局部拟合链轨迹的片段。然后,一种最佳路径算法会筛选这些片段,并选择在片段连接处错配最小的最优路径。在使用完全已知蛋白质结构的盲测中,主链(Cα、C、N、O)的重建可靠性为均方根位置偏差0.4至0.6 Å,肽翻转不超过0至5%。这种精度足以识别蛋白质坐标集中可能存在的错误。为构建完整坐标,使用带有模拟退火的简单快速蒙特卡罗程序,从常见旋转异构体库中添加侧链。在对分辨率优于2.5 Å的X射线结构进行的测试中,蛋白质核心(相对可及性小于20%)中侧链原子的位置精度为1.6 Å(均方根偏差),70%的χ1角与X射线结构的偏差在30度以内。可根据要求提供计算机程序MaxSprout。

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