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两类次级转运蛋白的序列与亲水性分析

Sequence and hydropathy profile analysis of two classes of secondary transporters.

作者信息

Lolkema Juke S, Slotboom Dirk-Jan

机构信息

Molecular Microbiology, Biomolecular Sciences and Biotechnology Institute, University of Groningen, Kerklaan 30, 9751 NN Haren, The Netherlands.

出版信息

Mol Membr Biol. 2005 May-Jun;22(3):177-89. doi: 10.1080/09687860500063324.

Abstract

A structural class in the MemGen classification of membrane proteins is a set of evolutionary related proteins sharing a similar global fold. A structural class contains both closely related pairs of proteins for which homology is clear from sequence comparison and very distantly related pairs, for which it is not possible to establish homology based on sequence similarity alone. In the latter case the evolutionary link is based on hydropathy profile analysis. Here, we use these evolutionary related sets of proteins to analyze the relationship between E-values in BLAST searches, sequence similarities in multiple sequence alignments and structural similarities in hydropathy profile analyses. Two structural classes of secondary transporters termed ST[3], which includes the Ion Transporter (IT) superfamily and ST[4], which includes the DAACS family (TC# 2.A.23) were extracted from the NCBI protein database. ST[3] contains 2051 unique sequences distributed over 32 families and 59 subfamilies. ST[4] is a smaller class containing 399 unique sequences distributed over 2 families and 7 subfamilies. One subfamily in ST[4] contains a new class of binding protein dependent secondary transporters. Comparison of the averaged hydropathy profiles of the subfamilies in ST[3] and ST[4] revealed that the two classes represent different folds. Divergence of the sequences in ST[4] is much smaller than observed in ST[3], suggesting different constraints on the proteins during evolution. Analysis of the correlation between the evolutionary relationship of pairs of proteins in a class and the BLAST E-value revealed that: (i) the BLAST algorithm is unable to pick up the majority of the links between proteins in structural class ST[3], (ii) "low complexity filtering" and "composition based statistics" improve the specificity, but strongly reduce the sensitivity of BLAST searches for distantly related proteins, indicating that these filters are too stringent for the proteins analyzed, and (iii) the E-value cut-off, which may be used to evaluate evolutionary significance of a hit in a BLAST search is very different for the two structural classes of membrane proteins.

摘要

膜蛋白MemGen分类中的一个结构类是一组具有相似整体折叠的进化相关蛋白。一个结构类既包含通过序列比较同源性明显的紧密相关蛋白对,也包含仅基于序列相似性无法确定同源性的非常远缘相关蛋白对。在后一种情况下,进化联系基于亲水性图谱分析。在这里,我们使用这些进化相关的蛋白集来分析BLAST搜索中的E值、多序列比对中的序列相似性和亲水性图谱分析中的结构相似性之间的关系。从NCBI蛋白质数据库中提取了两类二级转运蛋白的结构类,称为ST[3](包括离子转运蛋白(IT)超家族)和ST[4](包括DAACS家族(TC#2.A.23))。ST[3]包含分布在32个家族和59个子家族中的2051个独特序列。ST[4]是一个较小的类,包含分布在2个家族和7个子家族中的399个独特序列。ST[4]中的一个亚家族包含一类新的依赖结合蛋白的二级转运蛋白。对ST[3]和ST[4]中亚家族的平均亲水性图谱进行比较,结果表明这两类代表不同的折叠。ST[4]中序列的差异远小于ST[3]中观察到的差异,这表明在进化过程中对蛋白质有不同的限制。对一个类中蛋白质对的进化关系与BLAST E值之间的相关性分析表明:(i)BLAST算法无法识别结构类ST[3]中蛋白质之间的大多数联系;(ii)“低复杂性过滤”和“基于组成的统计”提高了特异性,但大大降低了BLAST搜索远缘相关蛋白的敏感性,这表明这些过滤器对所分析的蛋白质过于严格;(iii)可用于评估BLAST搜索中命中结果进化意义的E值截止值,对于这两类膜蛋白非常不同。

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