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1 National Centre of Genetic Resources and Biotechnology, Cenargen/Embrapa, S.A.I.N. Parque Rural, Final W5, Asa Norte, 70770900, Brasília, Brazil
2 Department of Biochemistry, University of Connecticut Health Center, Farmington, Connecticut 06032, USA
3 Department of Microbiology, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA
Reprint requests to: Dr. Mark J. Jedrzejas, Children's Hospital Oakland Research Institute, 5700 Martin Luther King Jr Way, Oakland, CA 94609-1673, USA; e-mail: mjedrzejas{at}chori.org; fax: (510) 450-7910.
(RECEIVED April 25, 2001; FINAL REVISION June 13, 2001; ACCEPTED June 13, 2001)
Article and publication are at http://www.proteinscience.org/cgi/doi/10.1101/
| Abstract |
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Keywords: Bacillus; functional genomics; molecular modeling; phosphatase; phosphoglycerate mutase homolog; structurefunction relationship; structure prediction
Abbreviations: 2PGA, 2-phosphoglyceric acid 3PGA, 3-phosphoglyceric acid BPG, 2,3-bisphosphoglyceric acid PGM, phosphoglycerate mutase dPGM, BPG-dependent PGM iPGM, BPG-independent PGM DTT, dithiothreitol F26BPase, fructose-2,6-bisphosphatase LB, Luria-Bertani R5PPase,
-ribazole-5-phosphate phosphatase
| Introduction |
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60 kD and are found in plants, whereas the dPGMs are oligomers of 25-kD subunits and are found in animals and fungi (Fothergill-Gilmore and Watson 1989; Jedrzejas 2001). There is no amino acid sequence similarity between these two types of PGMs and their structures are also quite different as are their catalytic mechanisms (Jedrzejas 2000). Surprisingly, both types of PGMs are found in some bacteria, such as Escherichia coli, where both enzymes are expressed and are active PGMs, although the dPGM appears to be the predominant form active in vivo (Fraser et al. 1999). The situation is different in gram-positive bacteria related to Bacillus species, in which the iPGM is the predominant PGM, and mutation of the gene coding for this enzyme has an extremely deleterious effect on growth on glucose (Chander et al. 1998; Leyva-Vazquez and Setlow 1994). Nevertheless, Bacillus species and their close relatives do contain a gene that encodes a protein with significant homology to dPGMs. In B. subtilis this gene, termed yhfR, is expressed, albeit at a rather low level (Pearson et al. 2000). However, deletion of yhfR had no phenotypic effect and assays of overexpressed and purified B. subtilis YhfR showed that this protein had no PGM activity (Pearson et al. 2000). Although this latter result was somewhat surprising, B. subtilis YhfR and its homologs in related bacteria such as those of various Clostridium species exhibited much lower amino acid sequence identity to dPGMs than might have been expected (Pearson et al. 2000). These results suggested that YhfR might not be a PGM, but might instead catalyze some other enzymatic reaction.
Structural determination has confirmed an evolutionary relationship between dPGMs and fructose-2,6-bisphosphatases (F26BPases), which was previously inferred from sequence similarities (Pilkis et al. 1987; Jedrzejas 2000). One hundred ninety of the
235 located residues of Saccharomyces cerevisiae dPGM can be superimposed on the F26BPase structures with a root-mean-square deviation of matched C
-C
distances of 2.5Å and a pairwise sequence identity of 20%. In the SCOP database (Murzin et al. 1995), dPGMs and F26BPase cluster together at the "family" level. They share a common catalytic core centered on a histidine residue (residue 8 in the S. cerevisiae dPGM numbering), which is transiently phosphorylated during the reaction (Pilkis et al. 1987; Han and Rose 1979). Nearby conserved residues are Glu86 and His181, which may participate as proton acceptor and donor, respectively, during catalysis (Rigden et al. 1999; Bond et al. 2001), along with Arg7, Asn14, and Arg59 that serve to stabilize the phosphohistidine intermediate (Bond et al. 2001).
A previously unsuspected relationship of dPGMs with the larger acid phosphatases and phytases has also been revealed by analysis of structures determined for the latter enzymes (Schneider et al. 1993). For example, 146 C
atoms can be matched between S. cerevisiae dPGM and rat prostatic acid phosphatase (342 residues) with a root-mean-square difference of 4Å. However, the sequence similarity between dPGMs and acid phosphatases is insignificant at
13%. In the SCOP classification dPGMs and acid phosphatases are grouped together at the "superfamily" level. The distant relationship between the two types of enzymes was indicated by the mechanistic importance of residues conserved in one family that are not present in the other (e.g., Ostanin et al. 1994). However, a phosphohistidine intermediate is also involved in the acid phosphatase mechanism (van Etten 1982). Another notable difference between dPGMs and F26BPases on the one hand and acid phosphatases on the other, is the well-defined substrate specificity seen for the first two types of enzymes (Fothergill-Gilmore and Watson 1989), which contrasts with the very broad specificity of the acid phosphatases (see, for example, van Etten and Waymack 1991; Apostol et al. 1985).
Given the large amount of information available on the structure and function of proteins clearly related to the YhfR of Bacillus species, we decided to carry out sequence analysis and modeling studies with YhfR to gain insight into the likely structure of this protein, in particular its active site, as this might give some indication of the reaction catalyzed by YhfR.
| Results and Discussion |
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-ribazole-5-phosphate phosphatases (R5PPases). For example, FASTA3 gave an order of degree of sequence similarity for YhfR of dPGMs > R5PPases > F26Bpases, whereas BLAST2 and PSI-BLAST gave dPGMs > F26BPases > R5PPases. In contrast, Hidden Markov Modeling methods suggested that the closest kinship of YhfR was with F26BPases. The maximum pairwise sequence identity of the B. stearothermophilus YhfR sequence with a dPGM was 34%, but with F26BPases and R5PPases the maximum figures were 35% and 29%, respectively. These figures are lower than those typically observed between proteins having a similar catalytic activity. Rigorous phylogenetic analysis also showed YhfR to sit well outside the three main groups of dPGMs, F26Bpases, and R5PPases (Fig. 2
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The conclusion from these various sequence analyses is that the YhfR sequence is only distantly related to the dPGMs, F26Bpases, and RBPpases, as YhfR seems to share some structural characteristics with both dPGMs and F26Bpases, while also having a number of unique features. Functionally, the YhfR sequence has an apparently intact catalytic machinery but a substrate-binding site clearly different from that of both dPGMs and F26BPases.
Modeling of the B. stearothermophilus YhfR sequence
As noted, the analyses of the YhfR sequence were somewhat inconclusive as to a possible catalytic function for this protein. Because protein function ultimately depends on structure, modeling of the YhfR structure was carried out to shed further light on this protein's possible catalytic activity. Threading studies were used to determine the best templates to use in model construction. Once again, neither dPGM nor F26BPase was highlighted as a single favorable template. GenTHREADER rated dPGMs and F26BPases as equally suitable templates, the Bioinbgu methods favored F26BPase, whereas 3D-PSSM gave dPGMs better scores. Both a dPGM (PDB code 5PGM) and a F26BPase (PDB code 1BIF) were used in model construction. In general the use of multiple templates improves the accuracy of models (Bates and Sternberg 1999).
Although structurally similar over most of their length, these templates also have regions of high structural divergence. Because simultaneous use of divergent templates degrades model quality (Sali et al. 1997), a single template was used in regions in which corresponding C
positions in superimposed templates were >2Å distant. The choice of template in these regions was based on local sequence comparison. Where this proved inconclusive, different sets of models were produced and analyzed using either template.
PROSA II profile results were used to highlight regions of unusual packing or solvent exposure characteristics. In this way decisions could be made about the choice of template and positions of insertions and deletions. The template regions used for construction of the final model are shown shaded in Figure 1
. From the initial alignment of the YhfR sequence with templates, three changes involving switches from dPGM to F26BPase template were found to be favorable. These were coordinated, as steric considerations prohibited the use of a combination of different templates in these three regions. For construction of the final model, both templates were used for 124 residues, dPGM alone for 24, F26BPase alone for 54, and 7 residues were modeled ab initio. The greater presence of F26BPase is in agreement with the slightly closer positioning of the YhfR sequence with F26BPases (Fig. 2
) compared to dPGMs. When the best template had been determined, the best scoring model by PROSA II was stereochemically analyzed in detail. Residues occupying disallowed or generously allowed areas of the Ramachandran plot (Laskowski et al. 1993; Kleywegt and Jones 1996) were remodeled, in some cases by peptide bond flipping, in others through ab initio regeneration with MODELLER. In this way, two rounds of model "breeding" led to the final model (Fig. 3A,B
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Inference of possible catalytic activity for YhfR
With the high quality of the structural model of YhfR established by objective protein structure validation methods, some tentative conclusions about the activity of YhfR were made. Sequence analyses already suggested that the YhfR sequence had key amino acid differences in the active site cleft compared to the dPGM and F26BPase, thereby suggesting some altered or novel catalytic activity for YhfR. However, it seemed possible that compensatory changes could have lead to retention of either dPGM or F26BPase activity. Therefore, possible activities were reexamined in the light of the modeled structure (Fig. 3A,B
). Preliminary analysis showed that none of the unique insertions or deletions in the model had structural consequences for the active site cleft capable of entirely ruling out catalytic activity.
The model confirmed the lack of a 3-phosphate binding site that would be necessary for dPGM activity; the basic residues and hydrogen bond donors lost in comparison with the dPGM structure are not compensated for by other replacements. Furthermore, some features of the model were incompatible with the substrate reorientation proposed to occur during the dPGM reaction (Rigden et al. 1999) and presumably, would be involved in any PGM activity. For example, of the two arginine residues (Arg87 and Arg59; 5pgm numbering scheme) conserved in dPGMs and proposed to interact with phospho groups during reorientation, only one is conserved, the other being replaced by an isoleucine. It was also noted that residues from three different portions of the YhfR model (Asn16, Met21, Tyr175, and Glu207) would sterically clash with the reorientation of BPG during dPGM catalysis. Although a model built on distant homology will inevitably contain errors, the above analysis clearly disfavored a PGM activity for YhfR.
As shown, whereas detailed sequence analysis ruled out simple dPGM or F26BPase activity, the structural model for YhfR shows that none of the insertions or deletions unique to YhfR have structural consequences for the active site cleft capable of completely ruling out any type of catalytic activity. Comparison of the structural model for YhfR with the structure of F26BPase, with which YhfR seems to share a slightly closer relationship, reveals a conserved catalytic machinery but a modified binding site (Fig. 3B
). Among the residues contacting the sugar moiety of the substrate in F26BPase (Yuen et al. 1999) a reasonable degree of conservation is observed; F26BPase residue Glu325 (binding to atom O2) of the template is conserved in YhfR and the backbone H-bond from residue Gly268 of the template to O3 may be made. Gln391 of F26BPase is replaced with Gly in YhfR, but a replacement H-bond donor Tyr175 (replacing a Cys in F26BPase) is favorably placed. In addition, the F26BPase residue making hydrophobic contacts with the sugar ring Ile267 is replaced with Met in YhfR. In contrast, the 6-phosphatebinding region of F26BPase changes character dramatically in the YhfR model, retaining just two hydrophilic residues, His94 and Lys156. Among the noteworthy replacements are Arg350 (F26BPase)
Phe, Tyr365
Phe, Lys354
Pro, Tyr359
Pro, Asp351
Trp, and Tyr411
Trp.
Compared to F26BPase, the active site of the YhfR model is more open overall, principally due to the absence in the YhfR model of the carboxy-terminal region that lies over the active site cleft. The active site cleft is also larger because of the use of the dPGM template alone for modeling of the region aligning with residues 405411 of the F26BPase. This choice is supported by the highly favorable PROSA II profile of this region (data not shown). Also contributing to the large cleft in the active site in the YhfR model is the striking preponderance of the replacement of F26Bpase residues with smaller amino acids (Arg395 in F26BPase
Cys in the B. stearothermophilus sequence, Gln391
Gly, Lys354
Pro, Lys350
Phe, Tyr359
Pro, Tyr365
Phe), compared to those positions where the side chain in F26Bpase is changed to a larger residue in YhfR (Cys414
Tyr, Ala392
Val). This situation is reminiscent of key differences previously noted between dPGMs and F26BPases and the more distantly related acid phosphatases. A conserved proline present in the latter but not in the former two enzymes impedes the formation of an
-helix present only in dPGMs and F26BPases. This helix and its adjoining loop serve to narrow the active site, thereby imparting the specificity of dPGMs and F26Bpases for smaller substrates (LaCount et al. 1998). Therefore, the more open active site of the acid phosphatases seems to be correlated with their broad substrate specificity and ability to bind to large substrates. Another factor involved in the definition of broad versus narrow substrate specificity has been identified from the structural comparison of the broad substrate specificity at pH 2.5 of acid phosphatase (Kostrewa et al. 1999) and the narrowly specific phytase (Kostrewa et al. 1997), both from Aspergillus ficuum. In the former enzyme only two negatively charged residues are present in the part of the catalytic site defining specificity, contrasting with the six charged residues in the equivalent part of the phytase. The conclusion drawn was that the more neutral electrostatic field of the pH 2.5 acid phosphatase places fewer constraints on the substrate's charge distribution, thereby broadening substrate specificity (Kostrewa et al. 1999). An analogous comparison can be made between the YhfR model and the F26BPase structure. They contain, respectively, two and four charged residues in the 6-phosphate-binding region of the F26BPase.
The conclusion from these analyses is that the YhfR protein seemed to possess the potential for catalytic activity, in accord with its likely expression in this bacterium by analogy with the situation in B. subtilis where yhfR is expressed, albeit at a relatively low level (Pearson et al. 2000). Sequence analyses and modeling studies showed that the activity could not be attributable to those currently known to be associated with the dPGM/F26BPase familydPGM, F26Bpase, or R5PPase. Because the substrate reorientation associated with mutase activity (Rigden et al. 1999) seemed impossible for YhfR, its most likely activity is suggested to be a phosphatase, and the character of the binding site cleft is more suggestive of monophosphatase activity rather than bisphosphatase activity. The reasonable conservation of the sugar-binding residues of F26BPase suggested that compounds containing a sugarphosphate group might be substrates, whereas the more open, neutral, and hydrophobic nature of the pocket suggested that a variety of hydrophobic substrates, even large ones, might also be capable of binding.
Phosphatase activity of B. stearothermophilus YhfR
Given the conclusions from the modeling analyses described, the B. stearothermophilus YhfR was purified as described in Materials and Methods to >98% homogeneity (Fig. 4
); the molecular mass of the purified protein determined by SDS-polyacrylamide gel electrophoresis was
25 kD, which agreed well with the calculated molecular mass for YhfR of 23,732 dalton (Fig. 4
). The purified protein was assayed for phosphatase activity, and was found to exhibit this activity on nucleoside monophosphates, 3PGA, sugar phosphates, and two aromatic phosphomonoesters (Table 1
). With p-nitrophenylphosphate as the substrate the phosphatase activity had a pH optimum of 6.2, a Km of 3 mM, and was inhibited
95% by 50 mM phosphate. It is notable that the phosphatase specific activity of this enzyme with saturating levels of p-nitrophenylphosphate was 35 µmol/min/mg protein (note that the assays in Table 1
used 2.5 mM substrate), a value quite similar to that for E. coli alkaline phosphatase with this substrate (50 µmol/min/mg) (Malamy and Horecker 1966), but only about one-tenth of the activity of the rat acid phosphatase with the same substrate (Himeno et al. 1988). The Km value is within the range seen for acid phosphatases of 0.0255.0 mM (van Etten 1982). In contrast to the high phosphatase activity of purified B. stearothermophilus YhfR, the specific activity of this protein in the dPGM assay was
70 nmol/min/mg protein; these latter assays were done under conditions where not all the 3PGA was dephosphorylated.
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-napthylphosphate. In addition, its ability to hydrolyze 3PGA highlights a wide substrate specificity. Interestingly, compounds containing a sugarphosphate group are also substrates, as predicted by the reasonable conservation of the sugar-binding region of F26BPase in the B. stearothermophilus YhfR model. Which of the compounds tested, if any, is the physiological substrate of YhfR in vivo is an interesting question, although, as the example of the otherwise well-characterized prostatic acid phosphatase shows (LaCount et al. 1998), not one that is always easy to answer.
Other YhfR homologs in Bacilli
Sequence database searches show YhfR homologs to be present in the genomes of Bacilli and related gram-positive species such as Clostridia, despite these organisms containing functional iPGM homologues (Chander et al. 1998; Pearson et al. 2000). Comparison of the YhfR sequences from B. subtilis (Kunst et al. 1997; Pearson et al. 2000), B. halodurans (Takami et al. 2000), B. anthracis (unfinished genome project at http://www.tigr.org/), and two B. stearothermophilus strains (Fig. 5
; Table 2
) shows them to be, with the exception of the two B. stearothermophilus strains, highly diverse with only 28 positions conserved in all five sequences. (Note that the B. halodurans sequence present in the database lacks some amino-terminal residues compared with other sequences, but the use of an alternative Met upstream of the original start leads to a typical amino-terminal YhfR sequence; see Fig. 5
.) The maximum sequence identity is 42% between the B. stearothermophilus sequences and that from B. anthracis. The B. subtilis and B. halodurans sequences are only 2532% identical with the other sequences. With the exception of a clear evolutionary relationship between the B. subtilis and B. halodurans sequences, bootstrapping values related to bacterial YhfR homolog positioning are low (Fig. 2
), indicating a lack of clear evolutionary positioning with respect to the dPGM, F26Bpase, and R5PPase groups. Similar conclusions could be drawn from phylogenies derived from the maximum parsimony method (data not shown), although this latter analysis suggested a closer evolutionary relationship between the B. subtilis and B. halodurans sequences. Therefore, these bacterial sequences do not constitute a new group of closely related enzymes such as the dPGMs or F26BPases. Modeling suggested and assays proved that B. stearothermophilus NGB101 YhfR is a broad specificity phosphatase. Because the genomic sequence of B. stearothermophilus strain 10 yhfR predicts no changes in amino acid residues lining the active site cleft (Figs. 3 and 5![]()
), conclusions drawn for B. stearothermophilus strain NGB101 YhfR catalytic activity may safely be applied to the YhfR from strain 10.
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Ile, Pro117
Ser, and Pro173
Asp. A phosphatase activity may be confidently predicted for this protein, with a similar, but perhaps not identical, substrate specificity profile to that of B. stearothermophilus YhfR. The catalytic core of B. subtilis YhfR also appears intact. In the remainder of the active site cleft, the residues lining the pocket seem to be slightly more hydrophilic than corresponding residues in the B. stearothermophilus protein, but still much more hydrophobic than F26BPases or dPGMs. Relative to the B. stearothermophilus sequence, the B. subtilis sequence has a deletion of residues 103110. Because this region forms part of the binding pocket lining (Fig. 3
15 µmol/min/mg protein, which is similar to that of B. stearothermophilus YhfR. The B. halodurans sequence has a three-residue deletion in comparison to the model structure residues 117119, which will also change the shape of the pocket. In addition, comparison of residues predicted to line the active site cleft reveals not a single residue conserved between B. stearothermophilus and B. halodurans sequences. Once again the catalytic core is completely preserved, suggesting a probable phosphatase activity for the B. halodurans sequence, but with dramatically different substrate specificity. | Conclusions |
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| Materials and methods |
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to ampicillin resistance, giving strain PS3296. The insert in the plasmid from strain PS3296 was sequenced and found to encode a protein of 208 amino acids, the same size as the protein encoded by the yhfR homolog from B. stearothermophilus 10. However, there were 15 amino acid differences between the proteins encoded by the yhfR homologs of the two B. stearothermophilus strains (see below) and 35 differences at the DNA sequence level. The large number of differences between the yhfR homologs of the two strains was not the result of PCR errors in the isolation of yhfR from strain NGB101, as identical DNA sequences were obtained from two independent PCR amplifications. The DNA sequence determined for B. stearothermophilus NGB101 yhfR has been submitted to GenBank under accession number AF343668. The plasmid from strain PS3297 was used to transform E. coli BL21 (DE3) to ampicillin resistance, giving strain PS3297, which was used to overexpress B. stearothermophilus YhfR.
Expression and purification of B. stearothermophilus YhfR
E. coli strain PS3297 was grown overnight at 37°C in 25 mL of Luria-Bertani (LB) medium (Sambrook et al. 1989) with 50 µg/mL ampicillin. These cells were used to inoculate a 1-L culture of LB medium containing 50 µg/mL ampicillin, which was grown at 37°C to an OD600 of 0.8 and isopropyl-thio-ß-D-galactopyranoside then added to 1 mM to induce YhfR synthesis. After 2.5 h of further growth the cells were harvested by centrifugation (30 min; 6000g) at 4°C. The cell pellet was resuspended in 200 mL of cold buffer A [20 mM Tris-HCl at pH 7.4, 1 mM dithiothreitol (DTT), and 2 mM EDTA] containing 15% glycerol. The cells were disrupted by sonication with 5 x 20-sec pulses with 1-min intervals to allow cooling, and then centrifuged (20 min; 30,000g). All subsequent steps were at 4°C. The supernatant fluid was loaded at 0.7 mL/min onto a 100-mL DEAESepharose ion-exchange column equilibrated in buffer A. The column was washed with four column volumes of buffer A, and protein eluted with a 1-L gradient of 0 to 0.5 M NaCl gradient in buffer A. Fractions containing YhfR were identified by SDS-polyacrylamide gel electrophoresis as described below, pooled, concentrated to 10 mL using an Ultrafree-15 centrifugal filter device (Millipore), and loaded and run on a 26/60 Superdex 75 size exclusion column (Amersham Pharmacia Biotech) using buffer B (10 mM Tris-HCl at pH 7.4, 1 mM DTT, 2 mM EDTA, 50 mM NaCl). The YhfR fractions were again pooled and loaded at 0.8 mL/min onto a 10/10 Mono-Q ion-exchange column (Amersham Pharmacia Biotech) equilibrated in buffer B, and YhfR was eluted using a 100-mL gradient of 50 to 500 mM NaCl in buffer B. Fractions containing homogeneous YhfR were pooled and concentrated to 1 mg/mL using an Ultrafree-15 centrifugal filter device (Millipore). The yield of purified YhfR was 18 mg/L of the original culture.
Enzyme assays
dPGM activity was measured using the two-step assay with 3PGA and BPG present in the first step as described (Chander et al. 1998); the first step of the reaction (conversion of 3PGA to 2PGA) was run at 65°C and the second step (assay of 2PGA) was run at 37°C. Phosphatase activity was measured by the release of either p-nitrophenol from p-nitrophenylphosphate or inorganic phosphate from various phosphomonoesters. Phosphatase assays were in 1 mL of 0.1 M 2-[N-morpholino]ethanesulfonic acid at pH 6.2 unless otherwise noted. Reaction mixes without enzyme or substrate were preincubated at 65°C (B. stearothermophilus YhfR) or 37°C (B. subtilis YhfR) for 10 min, reactions started by the addition of the substrate (routinely to 2.5 mM) and enzyme incubated another 1015 min at the preincubation temperature. For assay of p-nitrophenol release, 0.2 mL of 1 M NaOH was added to stop the reaction and the OD405 measured; for analysis of phosphate release 0.3-ml aliquots of the reaction mix were assayed for inorganic phosphate as described (Ames 1966). In all cases, enzyme activities were corrected for nonenzymatic substrate hydrolysis.
Sequence analysis
To characterize the relationships of B. stearothermophilus YhfR with other sequences, database searches were carried out using FASTA (Pearson and Lipman 1988), BLAST2 (Altschul et al. 1990), PSI-BLAST (Altschul et al. 1997), and Hidden Markov Model methods (Karplus et al. 1998). Analyses with threading programs were carried out to determine the compatibility of the sequence of B. stearothermophilus YhfR with known protein folds. The methods used were GenTHREADER (Jones 1999), 3D-PSSM (Kelley et al. 2000), and the consensus analysis carried out by the Bioinbgu server (Fischer 2000). The alignment of YhfR and related sequences was produced using only the better characterized enzymes in the ENZYME database (Bairoch 2000) supplemented with four plant F26BPases whose functional annotation seems clear (Villadsen et al. 2000). Conserved sequence motifs within groups of dPGMs and F26BPases were obtained using the MEME software (Grundy et al. 1996). The program Jalview (available at http://circinus.ebi.ac.uk:6543/jalview/) was used to manipulate alignments.
Phylogenetic analysis
Phylogenetic relationships were inferred by distance matrix and maximum parsimony methods using the PHYLIP package (Felsenstein 1989). The distance method was used in conjunction with the neighbor-joining algorithm (programs Protdist and Neighbor). The maximum parsimony method used the program Protpars. Boostrapping (100 replicates) was carried out in both cases.
Model construction
The limited sequence identity between YhfR and the available templates (
26% with yeast dPGM and 24% with F26BPase) necessitated the application of a rigorous modeling strategy in which construction and evaluation of multiple models is used to validate the target-templates alignment (e.g., Rigden and Carneiro 1999; Rigden et al. 2000). In this way, 15 models were built for each target-templates alignment tested with YhfR. Protein models were constructed using the MODELLER-4 package (Sali and Bundell 1993). A 3-Å coordinate randomization step was applied before refinement of the models to sample coordinate space. The set of models was then analyzed for solvent exposure and packing with PROSA II (Sippl 1993) and for stereochemical properties with PROCHECK (Laskowski et al. 1993). Structural superpositions were made with LSQMAN (Kleywegt 1996) and structures were visualized with O (Jones et al. 1991).
Other Methods
Electrophoresis was carried out under reducing conditions in 11% SDS-polyacrylamide gels using the buffer system described by Laemmli (1970) and a Mini Protein II gel system (Bio-Rad). The gels were stained with Coomassie blue. Protein concentrations were determined by UV absorption at 280 nm using a molar extinction coefficient for B. stearothermophilus YhfR calculated based on the protein sequence (Pace et al. 1995).
| Acknowledgments |
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The publication costs of this article were defrayed in part by payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 USC section 1734 solely to indicate this fact.
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