Literature DB >> 28864946

TMDIM: an improved algorithm for the structure prediction of transmembrane domains of bitopic dimers.

Han Cao1, Marcus C K Ng1, Siti Azma Jusoh2, Hio Kuan Tai1, Shirley W I Siu3.   

Abstract

[Formula: see text]-Helical transmembrane proteins are the most important drug targets in rational drug development. However, solving the experimental structures of these proteins remains difficult, therefore computational methods to accurately and efficiently predict the structures are in great demand. We present an improved structure prediction method TMDIM based on Park et al. (Proteins 57:577-585, 2004) for predicting bitopic transmembrane protein dimers. Three major algorithmic improvements are introduction of the packing type classification, the multiple-condition decoy filtering, and the cluster-based candidate selection. In a test of predicting nine known bitopic dimers, approximately 78% of our predictions achieved a successful fit (RMSD <2.0 Å) and 78% of the cases are better predicted than the two other methods compared. Our method provides an alternative for modeling TM bitopic dimers of unknown structures for further computational studies. TMDIM is freely available on the web at https://cbbio.cis.umac.mo/TMDIM . Website is implemented in PHP, MySQL and Apache, with all major browsers supported.

Keywords:  Bioinformatics; Bitopic dimer; Helix assembly; Helix packing; Scwrl4; Structure prediction

Mesh:

Substances:

Year:  2017        PMID: 28864946     DOI: 10.1007/s10822-017-0047-0

Source DB:  PubMed          Journal:  J Comput Aided Mol Des        ISSN: 0920-654X            Impact factor:   3.686


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