Shatsky Maxim, Nussinov Ruth, Wolfson Haim J
School of Computer Science, Beverly and Raymond Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel.
Proteins. 2002 Aug 1;48(2):242-56. doi: 10.1002/prot.10100.
Here we present a novel technique for the alignment of flexible proteins. The method does not require an a priori knowledge of the flexible hinge regions. The FlexProt algorithm simultaneously detects the hinge regions and aligns the rigid subparts of the molecules. Our technique is not sensitive to insertions and deletions. Numerous methods have been developed to solve rigid structural comparisons. Unlike FlexProt, all previously developed methods designed to solve the protein flexible alignment require an a priori knowledge of the hinge regions. The FlexProt method is based on 3-D pattern-matching algorithms combined with graph theoretic techniques. The algorithm is highly efficient. For example, it performs a structural comparison of a pair of proteins with 300 amino acids in about 7 s on a 400-MHz desktop PC. We provide experimental results obtained with this algorithm. First, we flexibly align pairs of proteins taken from the database of motions. These are extended by taking additional proteins from the same SCOP family. Next, we present some of the results obtained from exhaustive all-against-all flexible structural comparisons of 1329 SCOP family representatives. Our results include relatively high-scoring flexible structural alignments between the C-terminal merozoite surface protein vs. tissue factor; class II aminoacyl-tRNA synthase, histocompatibility antigen vs. neonatal FC receptor; tyrosine-protein kinase C-SRC vs. haematopoetic cell kinase (HCK); tyrosine-protein kinase C-SRC vs. titine protein (autoinhibited serine kinase domain); and tissue factor vs. hormone-binding protein. These are illustrated and discussed, showing the capabilities of this structural alignment algorithm, which allows un-predefined hinge-based motions.
在此,我们提出一种用于柔性蛋白质比对的新技术。该方法不需要预先了解柔性铰链区。FlexProt算法能同时检测铰链区并比对分子的刚性子部分。我们的技术对插入和缺失不敏感。已经开发出许多方法来解决刚性结构比较问题。与FlexProt不同,所有先前开发的用于解决蛋白质柔性比对的方法都需要预先了解铰链区。FlexProt方法基于三维模式匹配算法并结合图论技术。该算法效率很高。例如,在一台400兆赫兹的台式电脑上,它能在大约7秒内对一对含有300个氨基酸的蛋白质进行结构比对。我们提供了用该算法获得的实验结果。首先,我们对从运动数据库中选取的蛋白质对进行柔性比对。通过从同一个SCOP家族中选取额外的蛋白质来扩展这些比对。接下来,我们展示了从对1329个SCOP家族代表进行详尽的全对全柔性结构比对中获得的一些结果。我们的结果包括裂殖子表面蛋白C末端与组织因子之间得分相对较高的柔性结构比对;II类氨酰 - tRNA合成酶、组织相容性抗原与新生儿Fc受体之间的比对;酪氨酸蛋白激酶C - SRC与造血细胞激酶(HCK)之间的比对;酪氨酸蛋白激酶C - SRC与肌联蛋白(自抑制丝氨酸激酶结构域)之间的比对;以及组织因子与激素结合蛋白之间的比对。我们对这些结果进行了说明和讨论,展示了这种结构比对算法的能力,它允许基于未预先定义的铰链的运动。