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The motion of GlnBP (see Chapter 4, supplementary discussion, for biological function)<br />

as it binds glutamine involves large-displacement domain hinge bending, experimentally<br />

determined to take ~5ns.[105] 6 ns Molecular Dynamics simulations of the apo structure<br />

failed to result in domain closure, possibly in part because closing time should be a<br />

stochastic process and in part because the ligand may induce closure, while the dynamics<br />

of the apo structure were computed with no ligand present.[105] In this section we show<br />

that the Conformation Explorer can predict the ligand-bound conformation of this protein<br />

based on no prior knowledge beyond the set of coordinates of the apo structure and its<br />

ligand. The apo or starting structure used[106], and the holo structure[107] both originate<br />

in E. coli.<br />

As mentioned earlier, the first step of the process is the prediction of the hinge location.<br />

For GlnBP FlexOracle[90] found a hinge at residues 86-89 and 182-185. We selected<br />

residues 88,89,181, and 182 as the hinge location (Figure 4) for the purpose of generating<br />

the rotations, but since the flexure occurs at the boundary between L and M, this<br />

adjustment makes little difference. We then generated conformations as described in the<br />

Methods.<br />

Figure 5.3.a shows each of the conformers (represented as spheres), positioned according<br />

the angular orientation of Domain 3, and colored by sRMSD. The conformer with lowest<br />

sRMSD is shown with a larger radius than the others. The starting structure is indicated<br />

with the blue arrow, and displayed in inset 5.3.b. It should not be surprising that this is<br />

also the structure with lowest domain distortion, since domain distortion is measured<br />

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