Bioinformatics approaches for functional annotation of membrane proteins

Brief Bioinform. 2014 Mar;15(2):155-68. doi: 10.1093/bib/bbt015. Epub 2013 Mar 23.

Abstract

Membrane proteins perform diverse functions in living organisms such as transporters, receptors and channels. The functions of membrane proteins have been investigated with several computational approaches, such as developing databases, analyzing the structure-function relationship and establishing algorithms to discriminate different type of membrane proteins. However, compilation of bioinformatics resources for the functions of membrane proteins is not well documented compared with their structural aspects. In this comprehensive review, we elaborately focus on three aspects of membrane protein functions: (i) databases for different types of membrane proteins based on their functions including transporters, receptors and ion channels, annotated functional data for genomes, as well as functionally important amino acid residues in membrane proteins obtained from experimental data, (ii) analysis of membrane protein functions based on their structures, motifs, amino acid properties and other features and (iii) algorithms for discriminating different types of membrane proteins and annotating them in genomic sequences. In addition, we provide a list of online resources for the databases and web servers for functional annotation of membrane proteins.

Keywords: channel; database; function; membrane protein; motif; receptor; structure; transporter.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Algorithms
  • Computational Biology / methods*
  • Databases, Protein / statistics & numerical data
  • Humans
  • Ion Channels / classification
  • Ion Channels / genetics
  • Ion Channels / physiology
  • Membrane Proteins / classification
  • Membrane Proteins / genetics*
  • Membrane Proteins / physiology
  • Membrane Transport Proteins / classification
  • Membrane Transport Proteins / genetics
  • Membrane Transport Proteins / physiology
  • Molecular Sequence Annotation / methods*
  • Protein Processing, Post-Translational
  • Receptors, Cell Surface / classification
  • Receptors, Cell Surface / genetics
  • Receptors, Cell Surface / physiology

Substances

  • Ion Channels
  • Membrane Proteins
  • Membrane Transport Proteins
  • Receptors, Cell Surface