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180  MACROMOLECULAR CRYS TALLOGRAPHY

        separator is used to ensure that only cold liquid  observed reflections, including the intensity of spots
        strikes the sample. Washing with liquid nitrogen is  (I/σ), their shape, the percentage of the detected
        used routinely at SGX-CAT during automated data  spots that satisfy the indexing process and, once
        collection, because the presence or absence of ice  indexed, how well the spots refine within the chosen
        cannot be known in advance. The process is per-  point/space group. Such analyses yields a numer-
        formed in parallel with other manipulations of the  ical score that permits direct comparison between
        sample, so that the time added to the mounting and  crystals within a set. The estimated diffraction res-
        positioning of a protein crystal is less than 30 sec.  olution of the crystal is also determined, from
          Constant use of this liquid nitrogen delivery sys-  which the optimal sample-to-detector distance is
        tem requires control of the environment within the  calculated.
        X-ray enclosure to eliminate condensation of water  Software at SGX-CAT readily distinguishes crys-
        on the phase separator located above the crystal  tals of good quality from those that diffract poorly
        sample. If this water were to reach the sample, the  or display artefacts which compromise the data.
        crystal would experience a temporary increase in  Somewhat surprisingly, we have found that the use
        temperature that can result in loss of crystallinity.  of automatic scoring also improves the selection of
        Dehumidification of the hutch eliminates this poten-  crystals for data collection. Figure 12.4a presents an
        tial problem. Removal of ambient humidity has the  example of a crystal that most members of the struc-
        added benefit of reducing the formation of ice on  tural biology community would reject for data col-
        all components that use liquid nitrogen, particularly  lection. However, our evaluation system suggested
        the dewars used to store crystals before and after  that this crystal was likely to yield a useable dataset.
        X-ray analysis.                              The electron density map of the active site, auto-
                                                     matically generated from diffraction data recorded
                                                     from the same crystal, is shown in Fig. 12.4b. Utiliza-
        12.4 Evaluation of crystal quality
                                                     tion of the scoring system has significantly improved
        A fully automated protein crystallography beam-  data collection efficiency at SGX, because the entire
        line at a third-generation synchrotron source can  process can be conducted without staff oversight. In
        screen several hundred crystals daily. Automatic  addition, crystals that previously would have been
        evaluation of the diffraction images to ascertain  rejected upon visual inspection are routinely used
        crystal quality is, therefore, a critical step for high-  for structural studies of protein–ligand complexes.
        throughput data acquisition. Evaluation of each  This benefit of our system has the added advantage
        image requires software that mimics the traditional  of reducing the amount of time devoted to crystal-
        visual assessment of crystal quality.        lization, thereby improving throughput in structure-
          Automaticdiffractionanalysisisavailablethrough  based drug discovery. Our scoring system also mon-
        the Diffraction Image Screening Tool and Library  itors the number of overloaded reflections, which
        (DISTL) (Zhang et al., 2006). DISTL incorporates  permits identification of samples for which X-ray
        automatic indexing and identification of extraneous  beam attenuation and/or exposure time reduction
        features such as ice rings, and provides an estimate  may be required.
        of the resolution of the diffraction data. Neural net-  Within our crystal quality evaluation process, data
        works have also been tested for the evaluation of  collection strategy is determined. Because of the
        crystal quality (Berntson et al., 2003).     extended times for data collection with in-house
          Given the nascent nature of these software tools,  and earlier-generation synchrotron sources, opti-
        SGX developed its own method to evaluate or  mization of data acquisition remains a significant
        score the diffraction quality. The SGX system  consideration (Chapter 5). At third-generation syn-
        is based on two established software programs,  chrotron sources, experience has shown that brute
        d*TREK (Pflugrath, 1999) and Mosflm (Leslie, 1992).  force data collection (180 or 360 degrees, depend-
        These programs index diffraction images to deter-  ing on the Laue group) with standardized, short
        mine the appropriate Laue group. In addition,  exposure times usually suffices. In most cases, sam-
        they provide an analysis of the properties of the  ple integrity can be maintained throughout the
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