research papers
Radiation damage reveals promising interaction position
aPhilipps-Universität, Marburg, Germany
*Correspondence e-mail: klebe@mailer.uni-marburg.de
High-resolution structural data of protein inhibitor complexes are the key to rational drug design. Synchrotron radiation allows for atomic resolutions but is frequently accompanied by radiation damage to protein complexes. In this study a human aldose reductase mutant complexed with a bromine-substituted inhibitor was determined to atomic resolution [Protein Data Bank (PDB) code 3onc]. Though the radiation dose was moderate, a selective disruption of a bromine–inhibitor bond during the experiment was observed while the protein appears unaffected. A to bromine is cleaved and the displaced atom is not scattered throughout the crystal but can most likely be assigned as a bromide to an additional difference electron density peak observed in the structure. The bromide relocates to an adjacent unoccupied site where promising interactions to protein residues stabilize its position. These findings were verified by a second similar structure determined with considerably higher radiation dose (PDB code 3onb).
1. Introduction
determination of protein–ligand complexes using synchrotron radiation is one of the key steps in rational drug design. In particular, high-resolution protein structures reveal intricate details about ligand binding that can be utilized for the initial design of lead structures and their further optimization. Even small geometrical changes in a protein–ligand complex are of high interest to elucidate the free-energy contribution of certain substituents added to a promising scaffold. Additionally, high-resolution X-ray structures provide the structural basis for development, improvement and validation of predictive computational methods. Therefore, precise analysis of the relevance and reliability of such data is of utmost importance.
As a consequence of the continuous improvement of experimental methods, particularly by the use of synchrotron radiation combined with cryoprotective techniques, the atomic resolution of protein–inhibitor complexes becomes feasible (Dauter et al., 2010). Even by applying standard protocols, non-expert users can obtain such high-resolution data. However, the danger of false interpretation exists especially owing to limited experience considering the enormous amount of detail contained in these high-resolution structures.
The impact of highly intense X-ray radiation on macromolecules during diffraction experiments is widely known and hardly avoidable (Borek et al., 2007; Nave & Garman, 2005; Murray et al., 2005). Radiation damage manifests in crystal disorder and increasing mosaicity as well as specific chemical modifications observed for certain residues (Garman, 2010; Ravelli & Garman, 2006). In particular, breakage involving anomalous scatterers occurs repeatedly and causes problems when performing single-wavelength anomalous dispersion/multiple-wavelength (SAD/MAD) experiments including data collected close to the of a specific atom type (Peterson et al., 1996; Ennifar et al., 2002; Schiltz et al., 2004). Usually the cleavage product gains much residual mobility and distributes across the entire crystal. Thus, hardly any contribution to the diffraction pattern can be detected. In other cases the particle cleaved off assembles systematically at one spot to produce a novel peak in the difference Such peaks have to be interpreted with care, as they easily arise to a level falsely suggesting the presence of an additional water molecule next to the cleavage site.
In a series of high-resolution X-ray structures of human aldose reductase (hAR) mutants complexed with brominated inhibitors (Koch et al., 2010), an additional difference electron density peak near the inhibitor could falsely be interpreted as additionally incorporated water owing to short distances to the inhibitor molecule. Nevertheless, the occurrence of this peak in several X-ray structures of the series demanded detailed investigation.
In this study we provide evidence that selective radiation damage on a hAR mutant crystal occurs. A highly potent and fully occupied inhibitor is debrominated although the experiment was performed with moderate radiation dose. The overall binding mode is not affected and the inhibitor does not relocate. Furthermore, the special environment in the binding pocket prevents the liberated bromine from deserting but holds it in an adjacent position. This position could be assigned to the unallocated density peak present in several high-resolution structures of this protein determined with two brominated structurally similar inhibitors.
2. Experimental methods
2.1. hAR crystals
Mutation, expression and crystallization of hAR followed known protocols (Steuber et al., 2008). Via site-directed mutagenesis, Thr 113 was replaced by alanine. hAR was expressed in Escherichia coli and prepared in pH 5 Tris buffer. The protein was equilibrated with NADP+ and IDD594 (final protein/cofactor/inhibitor ratio 1/2/2) at 277 K via the hanging-drop vapor diffusion method. Crystals grew overnight after microseeding at 291 K. Cryofreezing was carried out using a cryoprotecting solution containing 40% PEG 6000 in liquid nitrogen.
2.2. Data collection and processing
Data for set A were collected of one IDD594–hAR-complex crystal at 100 K. 600 images were collected at a wavelength of 0.91841 Å (13.4998 keV) without interruption to ensure a moderate state of radiation damage. The detector (CCD, Rayonix MX-225) was at a distance of 90 mm from the crystal. The data were split into three subsets of 200 images each (subsets 1, 2, 3). For each subset separately and for the complete dataset all reflections were processed and scaled both for native and HKL2000 package (Otwinowski & Minor, 1997). For subsets 1–3, scaling and merging statistics are displayed in Table 1(b). Additionally, a second crystal of the same complex was used for collection of 180 images at 100 K at 0.9100 Å (13.6246 keV; set B). The detector (MARMOSAIC 225 MM CCD) was at a distance of 160 mm from the crystal. Processing and scaling was performed as for the first crystal, using the entire dataset of 180 images.
using the
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2.3. Phasing, and refinement
SHELXC. A search for one Br atom, based on intensity differences, was performed with SHELXD using the implemented dual-space recycling algorithm (Sheldrick et al., 2001). The program was used as implemented in the HKL2MAP interface using data for 20–1.6 Å and 100 trials (Sheldrick, 2008, 2010; Schneider & Sheldrick, 2002; Pape & Schneider, 2004). Phases were improved by density modification using the sphere-of-influence method as implemented in SHELXE (Sheldrick, 2002, 2010). Both native data and SHELXE output phases were merged and used for model building starting with the obtained polyalanine chain of the SHELXE run for set A. For set B, obtained peak positions from SHELXD were used for initial phasing in SHELXE. The determined bromine sites found in the anomalous maps generated from the SHELXE phases were not sufficient to enable a polyalanine tracing of the molecule as done for set A. Nevertheless, the peak heights after 20 cycles of phase improvement in SHELXE are listed in Table 3.
data for both SAD experiments were prepared usingFor both datasets, via and rigid-body using a hAR reference structure (PDB code 1el3; Calderone et al., 2000) in CNS (Brünger et al., 1998). The following was computed using SHELXL (Sheldrick & Schneider, 1997). Model building was performed using Coot (Emsley & Cowtan, 2004). The refined parameters include atomic coordinates, atomic occupancy and anisotropic displacement parameters. are presented in Table 1(a).
was carried out additionally2.4. Dose rate calculations
The dose for each dataset and the subsets was calculated using RADDOSE (Paithankar et al., 2009; Murray et al., 2004) based on the electron estimated from the data collection reported in Table 2. The was calculated according to the beam size and reported on the corresponding synchrotron source website and determined as 1.1 × 107 photons mm−2 s−1 for set A and 2.1 × 108 photons mm−2 s−1 for set B. Crystal sizes were determined as approximately 0.13 × 0.06 × 0.01 mm for both crystals. The beam size was 0.19 × 0.09 mm for set A and 0.09 × 0.01 mm for set B.
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2.5. CSD searches
Cambridge Structural Database (CSD, version 5.31; Allen, 2002) searches were carried out using ConQuest (version 1.2). A backbone peptide without side-chain information was defined [smiles string CNC(C)=O] and the contact of an unbound bromide to the nitrogen was determined as the distance to be investigated. 160 total contacts were observed in 73 hits. In a second search a contact of bromide to a CH2 group without further restraints [smiles string CC([H]H)C] was chosen. Here, 833 hits resulted in 1979 total observations.
3. Results
3.1. Strategy
To confirm the hypothesis of a debrominated inhibitor and verify the reproducibility of the additional positive difference electron density peak observed in another study with a series of hAR mutant complexes (Koch et al., 2010), a hAR T113A mutant in complex with IDD594 was structurally determined. One crystal of this complex was exposed to an enhanced synchrotron radiation dose by collecting 600 images at a wavelength of 0.91841 Å to ensure a moderate amount of radiation damage. Data (set A, PDB code 3onc) of this crystal were searched for anomalous scatterers to explore the position and occupancy of the heavy-atom substituent of the ligand. Therefore, a Br-substructure determination based on intensity differences using the dual-space recycling algorithm implemented in SHELXD was performed (Sheldrick et al., 2001; Sheldrick, 2010). For deeper insights into the successive cleavage of the bromine-substituted phenyl moiety the dataset was split into three parts, where the first part (subset 1) contained the first 200 images collected at the beginning of the experiment with supposedly the least radiation damage of the sample. The second and third part (subsets 2 and 3) each consisted of 200 of the subsequently collected images (see Table 2).
Furthermore, another crystal of the same mutant protein inhibitor complex was used to collect a second dataset (set B, PDB code 3onb). To ensure debromination to a considerably high amount the crystal was exposed to an extensively higher radiation dose at λ = 0.9100 Å. The collected image number and the estimated radiation dose for both datasets and the three subsets of set A are displayed in Table 2.
To confirm the hypothesis of a dose dependency of the cleavage, a third crystal of the alanine–IDD594 complex was collected in-house at a wavelength of 1.54178 Å.
3.2. Radiation-induced bromine cleavage
The ). The electron density of protein and ligand atoms is well defined. The high resolution reveals a number of details in the active-site region that are in good agreement with an atomic-resolution structure of this inhibitor complexed to the wild-type protein (PDB code 1us0; Howard et al., 2004).
of the hAR T113A mutant complexed with IDD594 was accomplished by and subsequent to 1.06 Å resolution. The structure results in an accurate model with good (set A, Table 1hAR is a 36 kDa protein of 315 amino acids folded into a TIM barrel. The active site is located near the C-terminus and is able to exhibit an additional interaction site to accommodate substrates of varying shape. A C-terminal loop containing Leu 300 provides the required adaptivity of the protein to form this specificity pocket (El-Kabbani et al., 2004; Singh et al., 2006).
The inhibitor IDD594 interacts with the anionic site of the binding pocket via its carboxylate-type anchor group (Fig. 1). A π-stacking of the central fluorine-substituted phenyl moiety with Phe 122 forms another key interaction. Leu 300 is known to perform large conformational changes upon ligand binding; it flips and thus opens the above-mentioned specificity pocket which enables the ligand to interact with Trp 111 via stacking between this amino acid and the terminal aromatic moiety of the ligand. In the rear pocket the bromine substituent interacts with the mutated residue Ala 113. A detailed analysis of the differences in binding mode between wild-type and mutant complex is reported elsewhere (Koch et al., 2010). Upon collection of the first dataset of the alanine mutant IDD594 complex (PDB code 3lql), bromine cleavage became conspicuous in the first place. The sample was exposed to a dose of 11 kGy. In the present study the radiation dose was considerably higher, though, at 4.0 MGy, still in a moderate range (see Table 2). This corresponds to a little more than half the dose of 6.4 MGy applied in a similar study on a complex of hAR with IDD594 where considerable damage of the protein was observed (Petrova et al., 2009; PDB code 3ghu). A comparison of the latter wild-type complex and our alanine mutant complex shows no radiation-induced damage of protein residues in set A. Even residues which are likely to be decarboxylated upon intense radiation remain unaffected. Still, the absorbed dose of the crystal in set A is far below the suggested upper radiation dose limit for protein crystals during data collection of 30 MGy (Owen et al., 2006). The occurrence of debromination of the inhibitor IDD594 was initially suggested by close inspection of the difference Fourier maps calculated during SHELXL The 2Fo − Fc map showed high peak intensities and well defined density for protein, cofactor and inhibitor. Nevertheless, the Fo − Fc difference density map revealed an additional peak at a distance of about 2.1 Å while reduced occupancy is suggested at the expected atomic center of the covalently attached Br atom by negative difference electron density (Fig. 1). In consequence, the occupancy of the Br atom was refined while the rest of the inhibitor atoms were kept at full occupancy, resulting in a final bromine occupancy of 72.8% (see Table 3). An additional dataset of the same alanine mutant complex with IDD594 collected at our in-house radiation source shows the covalently bound bromine in full occupancy, the same as the residual inhibitor atoms and binding site residues. This strongly suggests a dose dependency of the cleavage of the carbon–bromine bond.
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To investigate the decrease of the bromine signal as a consequence of radiation damage, the complete set A was searched for anomalous scatterers by bromine SHELXC,D,E (Sheldrick, 2010). One bromine site corresponding to the atomic position of the covalently attached bromine at the terminal phenyl ring could be determined using SHELXD for the complete dataset and for each subset using anomalous data in the 20–1.6 Å resolution range. Upon heavy-atom site search by SHELXD, the program by default sets the strongest anomalous signal as the first heavy-atom site to an occupancy of 1. Subsequently found signals are calculated with relative occupancy according to the initial assignment. Thus, when searching for one anomalous scatterer in the dataset, a straight drop in occupancy to values below approximately 30% for a second site is desired.
determination based on anomalous intensity differences as implemented inThe bromine site occupancies in the dataset indicate a strong anomalous signal dropping to values below 30% occupancy for a second bromine site (see Fig. 2, black squares). The positions of the first bromine sites show up to be identical for the different solutions obtained for the different subsets. It coincides with the ligand's bromine position indicated in the initial obtained by SHELXE (see Fig. 3a). In this first model, not only the protein main chain is clearly defined, and the architecture of the polyalanine solution fits well into the density. Additionally, each ligand atom can be clearly identified. However, while the drop in occupancy of the bromine sites is even more pronounced when only regarding the SHELXD result of the first 200 images of subset 1, the differentiation becomes less distinctive once images of subsets 2 and 3 collected after absorbance of a considerably higher radiation dose are used for heavy-atom location with SHELXD (Table 2 and Fig. 2). In the subset considering images at the end of the experiment, the occupancy of a potential second and third bromine site is increased compared with the beginning of the data collection. It still denotes the presence of a Br atom at the first site but suggests a decreasing signal. In the electron density the peak of diffracting electrons at this first bromine position gradually declines with increasing image number. This correlates well with a decrease of power at this position and suggests progressive cleavage of the bromine substituent from the inhibitor.
These findings are further supported by the intensities of the determined bromine sites found in the anomalous maps generated from the final SHELXE phases. While for the complete set A two peaks (168.3σ and 29.2σ) were observed at an interatomic distance of 2.22 Å, for subset 1 only a single peak was observed in the anomalous map at 122.7σ (Table 3). In subset 2 the main site shows up at 104.7σ and the minor site at 23.9σ. In subset 3 the main site has almost the same peak height (103.7σ), but the minor site is slightly increased to 29.4σ. In all cases the second minor site is about 2.2 Å apart from the main site, which is also observed for the fully refined structures.
The disruption of the Br atom off the aromatic moiety increases its residual mobility and thus enables the Br atom to relocate. This cleavage product is most likely to be a bromide ion (Oliéric et al., 2007).
3.3. Second bromine site indicates additional interaction site
Unexpectedly, the loss of the halogen scattering power at the first site particularly experienced in the last subset 3 is accompanied by the appearance of a second anomalous signal with lower occupancy. Still, the signal is clearly discriminated from noise by a further clear drop to a third bromine site which falls beyond the noise level (see Fig. 2, filled triangles) and thus denotes the presence of a second heavy-atom site. This position is occupied by bromine arising as a cleavage product of the inhibitor. Remarkably, the coordinates of this second peak refine to a position adjacent to the first bromine site found by SHELXD analysis. In the corresponding this second position matches a location in between the inhibitor's original bromine substituent and the backbone nitrogen of Ala 113 of the protein. At this position an additional positive difference density peak appears when the structure is determined by with a model considering the protein atoms only.
We attempted to confirm the position of this additional peak by collecting diffraction data of another crystal of the same complex. It was exposed to a considerably higher dose of 17.7 MGy (set B, see Table 2) and consistently showed the position of the cleavage product.
Again, both structure solution via and via bromine determination were applied to the entire dataset B. The overall protein structure and conformation of pocket residues match well with the wild-type model and the results obtained for set A. No major changes in binding mode or ligand positions could be determined.
In the initial electron density calculated by only assigning the protein atoms and neglecting ligand and cofactor, the atoms occupying the binding pocket are clearly visible in the difference electron density. Each ligand atom is easily identified, and additional density adjacent to the Br atom with equal peak height suggests the presence of the second bromine site.
Consequently, the model for further ).
included two Br atoms: one covalently bound to the ligand, the other a single unbound bromine. Their occupancies were refined independently in the first place which resulted in a 47:45 ratio. This indicates an almost equal population for both sites and an overall negligible loss of a bromide to additional positions. The occupancy of the liberated anion is remarkably high and almost equal to the ligand-bound atom. In later cycles the occupancy of both atoms was refined dependently neglecting any loss of bromine. This resulted in a final occupancy of 52% for the bromine covalently bound to the ligand and 48% for the bromide ion (Table 3As for set A, a heavy-atom search of set B was performed. The search for one heavy-atom site displayed one bromine site and two potential minor sites (see Fig. 2, upturned triangle). Similarly to the first dataset, the positions of the heavy atoms are visible as separate and adjacent density peaks in the first electron density maps (see Fig. 3b). The peak heights after 20 cycles of phase improvement in SHELXE are listed in Table 3.
Unexpectedly, the bromide does not disappear and scatter throughout the entire crystal owing to high mobility, but accommodates to a distinct position with almost the converse occupancy to the original site from where the bromine has been released owing to radiation damage. It is within 2.1 Å of its original ligand-bound position. However, the distance to neighboring amino acids is larger. The Ala 113 methyl group is at a distance of 3.1 Å while the ring atom C δ of Pro 310 and the bridging C β of Trp 111 are at 3.4 Å and 3.7 Å, respectively. The backbone nitrogen of Ala 113 most likely donates its hydrogen to a hydrogen bond with the bromide with a distance of 3.5 Å (Fig. 4). Reported distances of bromide ions contacting N atoms fall between 3.1 and 3.8 Å, while contacts to hydrophobic C atoms are found in the range 3.5–4.1 Å (see Fig. 5), as a detailed analysis of highly resolved small molecule crystal structures in the CSD shows. The determined interaction distances in the complex satisfy these expectations.
4. Discussion
The radiation-induced cleavage of a bromide ion from a halogenated inhibitor during X-ray et al., 2009; Garman & Nave, 2009). The bond between a bromine substituent and a phenyl moiety is likely to break owing to strong absorbance of radiation and subsequent changes in the of bromine. This will depend on the dose absorbed during the experiment and occurred not only for extensive dose absorption in the second experiment with a long exposure time. It is also consistent with a study of the same inhibitor in a high-resolution wild-type complex of hAR with IDD594 recorded at λ = 0.66 Å (PDB code 1us0) where the final bromine occupancy is refined with a minor loss still showing 94% occupancy (Howard et al., 2004). In contrast to this, an in-house-collected dataset (λ = 1.54 Å) shows IDD594 intact without loss of bromine.
has been reported previously (PetrovaIn addition to the absolute dose absorbed during an experiment, the wavelength used in the diffraction experiment should be taken into account (Leiros et al., 2006). The Br K-edge is found at 0.9204 Å which falls close to standard wavelengths used at synchrotron sources. Set A was collected at 0.91841 Å (BESSY), and set B at 0.9100 Å (Swiss Light Source) which most likely enhances the cleavage probability in both experiments. In contrast, 1us0 was collected at 0.653 Å and shows a remarkably higher bromine occupancy of 94% as mentioned above. Presumably the small deviation of the collection wavelength from the Br K-edge also explains the relatively high cleavage rate of 30% in set A and in set B (50%) where a fivefold-higher radiation dose was used. While de novo phasing of aldose reductase is not required since there are many excellent high-resolution structures available for exploitation of the anomalous signal for bromine determination proved to be a valuable tool to unambiguously characterize the additional density peak as bromine.
The close spatial rearrangement of the cleaved bromide ion to a distinct adjacent position appears remarkable. This position became evident in both diffraction experiments evaluated in this study. Interestingly, a matching position for such a bromide ion could be detected in a series of protein–ligand complexes determined with other mutants of the same protein. The disruption of the covalent carbon–bromine bond at the phenyl moiety was observed in these mutant complexes with IDD594 and a similar ligand, IDD388 (e.g. T113S/T113C complexed with IDD594, PDB code 3ld5, 3lbo; see Fig. 4b). Furthermore, even in the high-resolution wild-type complex (PDB code 1us0), a positive density in the Fo − Fc difference density map appears at 0.35 e Å−3 at the same position.
The consistency of this position suggests the availability of unoccupied space accessible to form new interactions with the enzyme. In the T113A mutant complex with IDD594 this site remains unoccupied in the first place.
A free volume of approximately 18 Å3 can be assigned to this location (see Fig. 6). Obviously this vacancy is too small to trap a single water molecule. Most likely the released bromide ion is captured by a hydrogen bond with Ala 113 while further hydrophobic interactions are experienced mainly with C atoms of surrounding amino acids. Depending on the degree of its polarization, the obtained distances build a favorable interaction pattern for the highly polarizable bromide ion.
In other complexes of both wild-type and mutated protein of hAR formed with the non-brominated zopolrestat, a fluorine atom, being part of a trifluormethyl moiety, partly occupies this gap. However, owing to the geometry of this substituent and the much smaller van der Waals radius of fluorine, it cannot fully occupy the space. As a consequence, the distance between the fluorine atom and N—H of Ala 113 expands to 4.4 Å, which can at most be described as a weak van der Waals interaction.
In the complexes of the wild-type protein as well as the mutant complexes with IDD594, this volume can partly be occupied by the threonine, cysteine or serine residue 113. Nevertheless, whichever conformer of this residue is formed, a certain volume remains unallocated. Though the affinity of the inhibitor to the protein is high, the inhibitor's substituents cannot provide a perfect shape complementarity between protein and ligand functional groups. However, incorporation of an additional water molecule into this remaining space seems to be energetically unfavorable, most likely owing to entropic costs. Presumably this would not outweigh a possible increase of protein–inhibitor interactions.
Acknowledgements
We thank Alberto Podjarny for providing the inhibitors and seeds; the Cambridge Crystallographic Data Centre (Cambridge, UK) for providing a copy of the Cambridge Structural Database, and Elspeth Garman (University of Oxford, UK) for a copy of RADDOSE. We kindly acknowledge the beamline support staff of BESSY (Berlin, Germany) and Swiss Light Source for their advice during data collection, as well as both synchrotrons for financial support of travel costs. This work was funded by Deutsche Forschungsgesellschaft under contract KL1204/3-5. We thank Gerd Neudert for help with the CSD and volume calculations.
References
Allen, F. H. (2002). Acta Cryst. B58, 380–388. Web of Science CSD CrossRef CAS IUCr Journals Google Scholar
Borek, D., Ginell, S. L., Cymborowski, M., Minor, W. & Otwinowski, Z. (2007). J. Synchrotron Rad. 14, 24–33. Web of Science CrossRef CAS IUCr Journals Google Scholar
Brünger, A. T., Adams, P. D., Clore, G. M., DeLano, W. L., Gros, P., Grosse-Kunstleve, R. W., Jiang, J.-S., Kuszewski, J., Nilges, M., Pannu, N. S., Read, R. J., Rice, L. M., Simonson, T. & Warren, G. L. (1998). Acta Cryst. D54, 905–921. Web of Science CrossRef IUCr Journals Google Scholar
Calderone, V., Chevrier, B., Van Zandt, M., Lamour, V., Howard, E., Poterszman, A., Barth, P., Mitschler, A., Lu, J., Dvornik, D. M., Klebe, G., Kraemer, O., Moorman, A. R., Moras, D. & Podjarny, A. (2000). Acta Cryst. D56, 536–540. Web of Science CrossRef CAS IUCr Journals Google Scholar
Dauter, Z., Jaskolski, M. & Wlodawer, A. (2010). J. Synchrotron Rad. 17, 433–444. Web of Science CrossRef IUCr Journals Google Scholar
El-Kabbani, O., Ruiz, F., Darmanin, C. & Chung, R. P. (2004). Cell. Mol. Life Sci. 61, 750–762. Web of Science CrossRef PubMed CAS Google Scholar
Emsley, P. & Cowtan, K. (2004). Acta Cryst. D60, 2126–2132. Web of Science CrossRef CAS IUCr Journals Google Scholar
Ennifar, E., Carpentier, P., Ferrer, J.-L., Walter, P. & Dumas, P. (2002). Acta Cryst. D58, 1262–1268. Web of Science CrossRef CAS IUCr Journals Google Scholar
Garman, E. F. (2010). Acta Cryst. D66, 339–351. Web of Science CrossRef CAS IUCr Journals Google Scholar
Garman, E. F. & Nave, C. (2009). J. Synchrotron Rad. 16, 129–132. Web of Science CrossRef CAS IUCr Journals Google Scholar
Howard, E., Sanishvili, R., Cachau, R., Mitschler, A., Chevrier, B., Barth, P., Lamour, V., Van Zandt, M., Sibley, E., Bon, C., Moras, D., Schneider, T., Joachimiak, A. & Podjarny, A. (2004). Proteins Struct. Funct. Bioinf. 55, 792–804. Web of Science CrossRef CAS Google Scholar
Koch, C., Heine, A. & Klebe, G. (2010). J. Mol. Biol. 406, 700–712. Web of Science CrossRef PubMed Google Scholar
Leiros, H., Timmins, J., Ravelli, R. & McSweeney, S. (2006). Act. Cryst. D, 62, 125–132. Web of Science CrossRef Google Scholar
Murray, J. W., Garman, E. F. & Ravelli, R. B. G. (2004). J. Appl. Cryst. 37, 513–522. Web of Science CrossRef CAS IUCr Journals Google Scholar
Murray, J. W., Rudiño-Piñera, E., Owen, R. L., Grininger, M., Ravelli, R. B. G. & Garman, E. F. (2005). J. Synchrotron Rad. 12, 268–275. Web of Science CrossRef CAS IUCr Journals Google Scholar
Nave, C. & Garman, E. F. (2005). J. Synchrotron Rad. 12, 257–260. Web of Science CrossRef CAS IUCr Journals Google Scholar
Oliéric, V., Ennifar, E., Meents, A., Fleurant, M., Besnard, C., Pattison, P., Schiltz, M., Schulze-Briese, C. & Dumas, P. (2007). Acta Cryst. D63, 759–768. Web of Science CrossRef IUCr Journals Google Scholar
Otwinowski, Z. & Minor, W. (1997). Methods Enzymol. 276, 307–326. CrossRef CAS PubMed Web of Science Google Scholar
Owen, R. L., Rudiño-Piñera, E. & Garman, E. F. (2006). Proc. Natl Acad. Sci. USA, 103, 4912–4917. Web of Science CrossRef PubMed CAS Google Scholar
Paithankar, K. S., Owen, R. L. & Garman, E. F. (2009). J. Synchrotron Rad. 16, 152–162. Web of Science CrossRef CAS IUCr Journals Google Scholar
Pape, T. & Schneider, T. R. (2004). J. Appl. Cryst. 37, 843–844. Web of Science CrossRef CAS IUCr Journals Google Scholar
Peterson, M. R., Harrop, S. J., McSweeney, S. M., Leonard, G. A., Thompson, A. W., Hunter, W. N. & Helliwell, J. R. (1996). J. Synchrotron Rad. 3, 24–34. CrossRef CAS Web of Science IUCr Journals Google Scholar
Petrova, T., Lunin, V. Y., Ginell, S., Hazemann, I., Lazarski, K., Mitschler, A., Podjarny, A. & Joachimiak, A. (2009). J. Mol. Biol. 387, 1092–1105. Web of Science CrossRef PubMed CAS Google Scholar
Ravelli, R. B. & Garman, E. F. (2006). Curr. Opin. Struct. Biol. 16, 624–629. Web of Science CrossRef PubMed CAS Google Scholar
Schiltz, M., Dumas, P., Ennifar, E., Flensburg, C., Paciorek, W., Vonrhein, C. & Bricogne, G. (2004). Acta Cryst. D60, 1024–1031. Web of Science CrossRef CAS IUCr Journals Google Scholar
Schneider, T. R. & Sheldrick, G. M. (2002). Acta Cryst. D58, 1772–1779. Web of Science CrossRef CAS IUCr Journals Google Scholar
Sheldrick, G. M. (2002). Z. Kristallogr. 217, 644–650. Web of Science CrossRef CAS Google Scholar
Sheldrick, G. M. (2008). Acta Cryst. A64, 112–122. Web of Science CrossRef CAS IUCr Journals Google Scholar
Sheldrick, G. M. (2010). Acta Cryst. D66, 479–485. Web of Science CrossRef CAS IUCr Journals Google Scholar
Sheldrick, G. M., Hauptman, H. A., Weeks, C. M., Miller, M. & Usón, I. (2001). International Tables for Crystallography, Vol. F, edited by E. Arnold and M. Rossmann, pp. 333–351. Dordrecht: Kluwer Academic Publishers. Google Scholar
Sheldrick, G. M. & Schneider, T. (1997). Methods Enzymol. 277, 319–343. CrossRef PubMed CAS Web of Science Google Scholar
Singh, R., White, M. A., Ramana, K. V., Petrash, J. M., Watowich, S. J., Bhatnagar, A. & Srivastava, S. K. (2006). Proteins Struct. Funct. Bioinf. 64, 101–110. Web of Science CrossRef CAS Google Scholar
Steuber, H., Heine, A., Podjarny, A. & Klebe, G. (2008). J. Mol. Biol. 379, 991–1016. Web of Science CrossRef PubMed CAS Google Scholar
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