Sequence comparison by sequence harmony identifies subtype-specific functional sites

被引:55
作者
Pirovano, Walter [1 ]
Feenstra, K. Anton [1 ]
Heringa, Jaap [1 ]
机构
[1] Vrije Univ Amsterdam, Ctr Integrat Bioinformat VU, NL-1081 HV Amsterdam, Netherlands
关键词
D O I
10.1093/nar/gkl901
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
Multiple sequence alignments are often used to reveal functionally important residues within a protein family. They can be particularly useful for the identification of key residues that determine functional differences between protein subfamilies. We present a new entropy-based method, Sequence Harmony (SH) that accurately detects subfamily-specific positions from a multiple sequence alignment. The SH algorithm implements a novel formula, able to score compositional differences between subfamilies, without imposing conservation, in a simple manner on an intuitive scale. We compare our method with the most important published methods, i.e. AMAS, TreeDet and SDP-pred, using three well-studied protein families: the receptor-binding domain (MH2) of the Smad family of transcription factors, the Ras-superfamily of small GTPases and the MIP-family of integral membrane transporters. We demonstrate that SH accurately selects known functional sites with higher coverage than the other methods for these test-cases. This shows that compositional differences between protein subfamilies provide sufficient basis for identification of functional sites. In addition, SH selects a number of sites of unknown function that could be interesting candidates for further experimental investigation.
引用
收藏
页码:6540 / 6548
页数:9
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