How may the use of MD and rigid-body
docking algorithms overcome
the protein flexibility problem associated
with complex formation?
Graham R. Smith
(Cancer Research UK London Research Institute),
Michael
J. E. Sternberg (Imperial College London),
Paul A. Bates
(Cancer Research UK London Research Institute).
The formation of a protein-protein complex
is a key event in an enormous number of cellular biochemical processes.
However, to predict a wild-type complex computationally given the structures
of the components (the "protein docking problem") is still difficult in
cases where there is any more than a very small change in the conformation
of the components upon the formation of the complex. As a first step
to addressing this flexible docking problem, we have used Molecular Dynamics
(MD) simulations to investigate the extent to which the conformational
fluctuations undergone by proteins in solution reflect the conformational
changes that they undergo when they form protein-protein complexes ("induced
fit"). To do this, we study a set of over thirty proteins that form such
complexes and whose 3-dimensional structures are known, both bound in the
complex and unbound. We carry out MD simulations of 5 ns duration with
Gromacs, starting from the unbound structures, and analyse the resulting
conformational fluctuations in comparison with the structures in the complex.
We find that in some cases the conformational
fluctuations observed in MD correlate well with the regions of the proteins
that move on complex formation, and in some cases take the protein towards
its bound conformation.
Preliminary results are presented on how
this information may be used to improve protein-protein docking, both for
the test set described above and some targets from recent rounds of CAPRI.