Integrated analysis of residue coevolution and protein structure in ABC transporters

• Published in: PloS one 2012-05, Vol.7 (5), p.e36546
• Main Author: Gulyás-Kovács, Attila
• Format: Article
• Language: English
• Subjects: Accuracy; Amino acid substitution; Amino acids; Analysis; Animals; ATP-Binding Cassette Transporters - chemistry; ATP-Binding Cassette Transporters - genetics; ATP-Binding Cassette Transporters - metabolism; Biology; Cancer; Chloride resistance; Coevolution; Coupling (molecular); Cystic fibrosis; Detection equipment; Detectors; Evolution, Molecular; Experiments; Glycoproteins; Humans; Microbial drug resistance; Molecular modelling; Multidrug resistance; Mutation; P-Glycoprotein; Predictions; Protein structure; Protein Structure, Tertiary; Protein transport; Proteins; Sensors; Sequence Alignment
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0036546

Intraprotein side chain contacts can couple the evolutionary process of amino acid substitution at one position to that at another. This coupling, known as residue coevolution, may vary in strength. Conserved contacts thus not only define 3-dimensional protein structure, but also indicate which residue-residue interactions are crucial to a protein's function. Therefore, prediction of strongly coevolving residue-pairs helps clarify molecular mechanisms underlying function. Previously, various coevolution detectors have been employed separately to predict these pairs purely from multiple sequence alignments, while disregarding available structural information. This study introduces an integrative framework that improves the accuracy of such predictions, relative to previous approaches, by combining multiple coevolution detectors and incorporating structural contact information. This framework is applied to the ABC-B and ABC-C transporter families, which include the drug exporter P-glycoprotein involved in multidrug resistance of cancer cells, as well as the CFTR chloride channel linked to cystic fibrosis disease. The predicted coevolving pairs are further analyzed based on conformational changes inferred from outward- and inward-facing transporter structures. The analysis suggests that some pairs coevolved to directly regulate conformational changes of the alternating-access transport mechanism, while others to stabilize rigid-body-like components of the protein structure. Moreover, some identified pairs correspond to residues previously implicated in cystic fibrosis.