Computational Drug Discovery and Design

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placement predictions or returned “in place” after the water
placement is accomplished. Then, the water molecules over-
lapping with the ions should be discarded.


  1. If an initial structure includes a ligand in the binding site of
    interest, the unbound receptor structure should be minimized
    after discarding the ligand to avoid the bias of using a prebound
    crystal structure, which could otherwise be a source of bias/
    error both for water placement and consequent docking
    performance.

  2. Instead any other protocol for energy minimization as, for
    example, an open source energy minimization implementation
    in Open Babel [20] can be used.

  3. Depending on electrostatic properties of a particular receptor,
    absolute values of the displayed isosurfaces corresponding to
    similar-sized confined volumes could be very different making
    the decision about the number of water molecules to place
    arbitrary and ambiguous. Therefore, such a decision should
    be qualitatively based on previous experimental data on the
    average amount of water molecules in the protein–ligand inter-
    faces of similar sizes/geometry/composition and on sizes of
    the volumes corresponding to the chosen isovalues that should
    be big enough to cover at least one water molecule.

  4. As inNote 5, this step should be carried out manually and
    cannot be strictly defined qualitatively a priori. Calibration
    studies on the experimental structures of the complexes similar
    to the studied one should be carried out in order to gain
    qualitative insights about how hydrophobic/hydrophilic are
    the interactions in this particular class of protein–ligand
    interfaces.

  5. Due to the qualitative nature of such predictions, it is recom-
    mended to carry out molecular docking both with and without
    water molecules included into the structure of the receptor and
    to compare the results rigorously to find out the putative role
    of the particular water molecules in the interface. Consequent
    application of MD simulations to the obtained complexes
    could also help to understand how properly the positions of
    water molecules are predicted.

  6. In case no information about the binding region is available,
    protein surface can be split into several parts, for each of which
    an independent DMD study could be carried out. Then, the
    docking poses obtained for these parts should be compared in
    terms of scoring to derive the best candidates for binding poses.
    Since such a division of the protein surface in several segments
    is not unique, several combinations of segmentation (for exam-
    ple, obtained by shifting the segments representing putative


Solvent Inclusion in Docking Glycosaminoglycans 451
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