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PHASE REFINEMENT THROUGH DENSITY MODIFICATION  149

         (a)                                         F init (h) is the Fourier transform of the unmodified
                                                      density map, ρ init (x).
                                                     G(h) is the Fourier transform of the protein mask,
                                                      often referred to as an interference function.
                                                     C(h) defines a small correction, mainly peaking at
                                                      the origin.
                                                      Applying a mask function in real space is equiv-
                                                     alent to combining many structure factors through
         (b)                                         a convolution in reciprocal space. This results in an
                                                     improvement because the random error component
                                                     of the structure factors will average out, whereas
                                                     the true values of the structure factors will add up
                                                     systematically. Fig. 10.4 gives a graphical example
                                                     showing this phenomenon.
                                                      As is described in Abrahams (1997), plotting the
                                                     radial distribution of the intensity of the interfer-
                                                     ence function G(h), most of the intensity is around
         (c)
                                                     the origin. Thus, when you convolute the struc-
                                                     ture factors F with the interference function G, each
                                                     structure factor will mainly be recombined with
                                                     structure factors that are close by.
                                                      However, this procedure is not entirely without
                                                     problems. Importantly, there is a term in the con-
                                                     volution given in Eq. 9 which cannot be neglected:
                                                     it is the value of the G(a) function at (h = 0). The
        Figure 10.3 A graphical representation of solvent flattening in real  magnitude of this term determines how much of
        space. (a) represents a one- dimensional solvent mask, (b) is a  the original (partially erroneous) map is unaffected
        one-dimensional, unflattened electron density, and (c) is the resulting  by the convolution. The modified map is actually a
        flattened electron density map that imposes the solvent mask.
                                                     scaled down version of the initial map, to which is
                                                     added a new map containing new information. Now
        ρ mod (x) is the modified electron density.   we have effectively identified the bias component: it
        ρ init (x) is the initial electron density.  is defined by the magnitude of G(h) (or by the mean
        ρ solvent  is the mean density in the solvent region.  value of g(x), as follows from Fourier theory). In
                                                     order to do a proper phase recombination, we have
          A graphical representation of solvent flattening in  to set G(0) to zero. Several ways of achieving this
        real space is shown in Fig. 10.3. In Eq. 8, we multiply  have been developed: the reflection omit method
        the two functions ρ init (x) and g(x) as we flatten the  (Cowtan, 1996); the gamma-correction (Abrahams,
        density within the solvent region. However, multi-  1997), which speeds up the procedure by an order
        plication in real space is equivalent to a convolution  of magnitude; and the perturbation gamma method
        in reciprocal space. Therefore, we can rewrite Eq. 8  (Cowtan, 1999), which generalizes the method to
        as follows:                                  any type of bias determination.

           F mod (h) = (F init ⊗ G)(h) + C(h)  (9)
                                                     10.8 Fourier cycling and NCS averaging
        Where:
                                                     One of the earliest ways of doing density modifi-
        F mod (h) is the Fourier transform of the modified  cation is non-crystallographic symmetry averaging.
          density map, ρ mod (x).                    Sometimes, different molecules in the asymmetric
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