4.4 Article

Multi-Component Protein - Protein Docking Based Protocol with External Scoring for Modeling Dimers of G Protein-Coupled Receptors

Journal

MOLECULAR INFORMATICS
Volume 34, Issue 4, Pages 246-255

Publisher

WILEY-V C H VERLAG GMBH
DOI: 10.1002/minf.201400088

Keywords

Docking; Protein - protein interactions; Protein modeling

Funding

  1. Foundation for Polish Science (FNP, Kolumb outgoing fellowship)
  2. DAAD
  3. Marie Curie IEF fellowship
  4. Spanish Ministerio de Ciencia e Innovacion [SAF2009-13609-C04]
  5. Fundacion La Marato de TV3 [091010]
  6. Instituto de Salud Carlos III FEDER [CP12/03139]
  7. Interdisciplinary Center for Mathematical and Computational Modeling (ICM), Warsaw, Poland [G30-18]

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In order to apply structure-based drug design techniques to GPCR complexes, it is essential to model their 3D structure. For this purpose, a multi-component protocol was derived based on protein-protein docking which generates populations of dimers compatible with membrane integration, considering all reasonable interfaces. At the next stage, we applied a scoring procedure based on up to eleven different parameters including shape or electrostatics complementarity. Two methods of consensus scoring were performed: (i) average scores of 100 best scored dimers with respect to each interface, and (ii) frequencies of interfaces among 100 best scored dimers. In general, our multi-component protocol gives correct indications for dimer interfaces that have been observed in X-ray crystal structures of GPCR dimers (opsin dimer, chemokine CXCR4 and CCR5 dimers, kappa opioid receptor dimer, beta(1) adrenergic receptor dimer and smoothened receptor dimer) but also suggests alternative dimerization interfaces. Interestingly, at times these alternative interfaces are scored higher than the experimentally observed ones suggesting them to be also relevant in the life cycle of studied GPCR dimers. Further results indicate that GPCR dimer and higher-order oligomer formation may involve transmembrane helices (TMs) TM1-TM2-TM7, TM3-TM4-TM5 or TM4-TM5-TM6 but not TM1-TM2-TM3 or TM2-TM3-TM4 which is in general agreement with available experimental and computational data.

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