- Research article
- Open Access
Structure and functional characterization of pyruvate decarboxylase from Gluconacetobacter diazotrophicus
© van Zyl et al.; licensee BioMed Central Ltd. 2014
- Received: 8 July 2014
- Accepted: 25 September 2014
- Published: 5 November 2014
Bacterial pyruvate decarboxylases (PDC) are rare. Their role in ethanol production and in bacterially mediated ethanologenic processes has, however, ensured a continued and growing interest. PDCs from Zymomonas mobilis (ZmPDC), Zymobacter palmae (ZpPDC) and Sarcina ventriculi (SvPDC) have been characterized and ZmPDC has been produced successfully in a range of heterologous hosts. PDCs from the Acetobacteraceae and their role in metabolism have not been characterized to the same extent. Examples include Gluconobacter oxydans (GoPDC), G. diazotrophicus (GdPDC) and Acetobacter pasteutrianus (ApPDC). All of these organisms are of commercial importance.
This study reports the kinetic characterization and the crystal structure of a PDC from Gluconacetobacter diazotrophicus (GdPDC). Enzyme kinetic analysis indicates a high affinity for pyruvate (K M 0.06 mM at pH 5), high catalytic efficiencies (1.3 • 106 M−1•s−1 at pH 5), pHopt of 5.5 and Topt at 45°C. The enzyme is not thermostable (T½ of 18 minutes at 60°C) and the calculated number of bonds between monomers and dimers do not give clear indications for the relatively lower thermostability compared to other PDCs. The structure is highly similar to those described for Z. mobilis (ZmPDC) and A. pasteurianus PDC (ApPDC) with a rmsd value of 0.57 Å for Cα when comparing GdPDC to that of ApPDC. Indole-3-pyruvate does not serve as a substrate for the enzyme. Structural differences occur in two loci, involving the regions Thr341 to Thr352 and Asn499 to Asp503.
This is the first study of the PDC from G. diazotrophicus (PAL5) and lays the groundwork for future research into its role in this endosymbiont. The crystal structure of GdPDC indicates the enzyme to be evolutionarily closely related to homologues from Z. mobilis and A. pasteurianus and suggests strong selective pressure to keep the enzyme characteristics in a narrow range. The pH optimum together with reduced thermostability likely reflect the host organisms niche and conditions under which these properties have been naturally selected for. The lack of activity on indole-3-pyruvate excludes this decarboxylase as the enzyme responsible for indole acetic acid production in G. diazotrophicus.
- Indole Acetic Acid
- Acetic Acid Bacterium
- Pyruvate Decarboxylase
- Indole Acetic Acid Production
- Gluconobacter Oxydans
Pyruvate decarboxylase (PDC, EC 188.8.131.52) is the enzyme responsible for the non-oxidative decarboxylation of pyruvate to acetaldehyde and carbon dioxide. All characterized PDCs are dependent on the cofactors thiamine diphosphate (ThDP) and Mg2+. A recent study proposed a PDC capable of co-factor independent decarboxylation of pyruvate , however this discovery has been refuted . Although widespread in the plant kingdom and amongst ascomycetous yeasts and fungi, PDCs are comparatively rare in prokaryotes. Several of the plant and yeast PDCs have been isolated and characterized, however; by contrast only five bacterial PDCs have been described, namely those from Zymomonas mobilis (ZmPDC), Zymobacter palmae (ZpPDC), Sarcina ventriculi (SvPDC), Acetobacter pasteurianus (ApPDC) and Gluconobacter oxydans (GoPDC) -.
In higher organisms and most prokaryotes (Z. mobilis, Z. palmae and S. ventriculi), the PDC forms part of the fermentative pathway leading to ethanol production. Therefore, bacterial PDCs and their hosts have been the focus of extensive characterization and engineering efforts to develop ethanologenic strains ,-. In the Acetobacteraceae (A. pasteurianus, and G. oxydans) however, PDC links oxidative lactate assimilation (lactate dehydrogenase; pyruvate forming) and ethanol consumption (alcohol dehydrogenase; pyruvate forming) to the production of acetate, and therefore forms part of oxidative metabolism ,. In G. oxydans, which only has a partial TCA cycle, all L-lactate, fructose and mannitol is converted to acetate via the PDC showing its metabolic importance in this organism .
Although the exact mechanism of ThDP dependent decarboxylation has not yet been fully described, it centrally involves the deprotonation of atom C2 of the thiazolium ring to yield a corresponding carbanion or ylide . The latter nucleophillically attacks the carbonyl group of pyruvate substrate to yield a C2-α-lactylthiamin diphosphate intermediate ,. The enzymes bind ThDP in a conformation that places the N4' atom of the aminopyrimidine ring near atom C2. N4' is a strong base in the imino tautomeric state of the aminopyrimidine ring allowing it to deprotonate C2 and activate the cofactor. Glu50, within hydrogen bonding distance of N1 and de-protonated under physiological conditions, was previously thought to induce the amino to imino tautomerization of the aminopyrimidine ring . More recent studies of the pre-reaction state of ZmPDC, however, suggest that Glu469 instead directly abstracts a proton from N4' ,. Decarboxylation of the lactyl cofactor adduct yields an enamine/carbanion mesomeric intermediate with concomitant CO2 release. The carbanion/enamine intermediate becomes protonated to give hydroxyethyl ThDP and release of the acetaldehyde product regenerates the ylide ,-. Crystal structures for PDCs from Z. mobilis (ZmPDC) and A. pasteurianus (ApPDC) are published ,.
Gluconacetobacter diazotrophicus, a member of the family Acetobacteraceae, is a Gram negative, obligate aerobic bacterium. This organism is also nitrogen fixing and endophytic, setting it apart from other acetic acid bacteria. It is often found in association with sugar cane where it stimulates plant growth through the secretion of auxin-like compounds, notably indole acetic acid (IAA) ,. No indolepyruvate decarboxylases could be identified on the G. diazotrophicus PAL5 genome sequence, however several decarboxylases were identified, one of which is possibly responsible for production of IAA from indole-3-pyruvate . Of these, one showed significant sequence similarity to other true bacterial PDCs and although the role of PDC has been investigated in two other members of this family (see above), its role in this unique bacterium is not known.
As described, the enzyme fulfills multiple roles in key metabolic pathways and has potential for use in engineering of ethanologenic strains. In order to confirm the annotated sequence as a true PDC and to further elucidate the role of the enzymes in these plant-associated organisms, we kinetically characterized the PDC from G. diazotrophicus (GdPDC) and solved the GdPDC crystal structure at 1.7 Å, adding to our knowledge of these rare enzymes.
Functional characterization of the G. diazotrophicus PDC
G. diazotrophicus pdc was amplified, cloned and sequenced. PCR amplification introduced one amino acid change, P554Q, four residues from the end of the chain. As C-terminal deletions after this position do not affect activity for ZmPDC, this substitution is not expected to affect enzyme activity substantially . Of the characterized PDC’s, the amino acid sequence of GdPDC is most closely related to that of Z. palmae PDC sharing amino acid identity of 71%, followed by 70% to PDC from A. pasteurianus. The protein shares the typical ThDP binding motif GDGS-XXX-NN and retains conserved residues for substrate binding and catalysis (Additional file 1: Figure S1).
Characterization data (Steady state kinetic constants, T opt and pH opt ) for GdPDC using pyruvate and compared with those from other Gram negative bacteria (The values represent the average of at least two individual rounds of protein purification and assay)
K M (mM)
Specific activity in (U/mg)
k cat /K M (M−1.s−1)
1.3 × 106 (5.0)
18 min at 60°C
2.6 × 105 (6.0)
1.4 × 105 (7.0)
0.12 (5.0) []
57 (5.0) []
1.9 × 106 (5.0) []
10 min at 65°C []
1.2 (6.5) []
47 (6.5) []
1.6 × 105 (6.5) []
2.8 (7.0) []
125 (7.0) []
1.8 × 105 (7.0) []
1.3 × 106 (5.0)#[]
24 min at 70°C []
3.5 - 6.5 []
1.4 × 106(6.0)#[]
24 min at 60°C []
30 min at 60°C []
3.2 × 104[] / 0.87 × 104 (7.0)
30 min at 50°C
6.3 - 6.7 []
GdPDC was assayed using a range of substrates including 2-ketopropanoate (pyruvate), 2-ketobutanoate, 2-ketopentanoate, 2-keto-4-methylpentanoate, 3-phenyl-2-oxopropanoate, benzoyl formate, 3-hydroxy-phenyl pyruvate and indole-3-pyruvate. Specific activities for substrates 2-ketobutanoate (12 U/mg), 2-ketopentanoate (0.68 U/mg) and 2-keto-4-methylpentanoate (0.15 U/mg), respectively at 24 mM, are similar to those previously reported for other bacterial PDC’s ,. Activities for benzoyl formate, 3-hydroxy-phenyl pyruvate and indole-3-pyruvate, if present, were below detection limits.
G. diazotrophicus PDC crystal structure
Statistics for data collection, processing and the final model of the GdPDC crystal structure
Statistics of data collection
30.0 - 1.69 (1.78-1.69)
Wavelength (Å)(synchrotron and station)
0.980 (SOLEIL Proxima 1)
Total number of reflections*
Total number of unique reflections*
Statistics of refinement and the final model
84.06 – 1.69
Number of reflections
rmsd [bond lengths (Å)/bond angles(°)/chiral volume (A3)]
Ramachandran plot (preferred/allowed/outlier) (%)
B mean of all atoms (Å2)
The refined crystal structure contains two identical chains of 544 amino acids (residues 2–180, 191–555), each binding a ThDP cofactor and a Mg2+ ion. The model contains 1167 water molecules. The rmsd for Cα atoms of the two monomers in the asymmetric unit is only 0.088 Å indicating a very high similarity and correspondingly a negligible effect of inter-monomer or crystal packing forces. As for other PDCs, each protein monomer may be thought of consisting of three distinct structural domains: the pyrimidine binding (PYR, residues 1–186), the regulatory (R, 187–349) and the pyrophosphate binding (PP, 350–558) domains. The rmsd between Cα atoms of GdPDC and ApPDC is 0.57 Å implying largely similar structures.
One of two ThDP molecules in the GdPDC structure appears to be modified as also reported for the ZmPDC, based on weak electron density for the C2 carbon atom of the thiazolium ring. As for ZmPDC, degradation of the cofactor presumably occurs after crystallization ; Figure 3B.
Apart from differences in amino acid sequence, ZmPDC and GdPDC differ structurally in several areas (Figure 4A). In ZmPDC a loop of five amino acids (Asn499-Asp503) in the PP-domain extends toward the PP-domain of the second subunit creating a number of stabilizing interactions in particular through Tyr502A (in monomer A). Tyr502A intercalates between Tyr468B and Phe538 involving extensive π-π stacking interactions to the former and van der Waals interactions to the latter. In addition, Tyr502A forms a C-H•••π interaction to Asn466B and a hydrogen bond between its OH group and both Asn466B-O and Ile539B-N, as well as a hydrogen bond between its main-chain N and Asn486B-Oδ1. Further interactions include a hydrogen bond from Asp503A to Tyr468B and a salt bridge between Asp503A and Lys485B. In GdPDC this loop is shorter by four amino acids, foregoing all the described stabilizing interactions, possibly contributing to the lower thermal stability of this protein. Interestingly, the situation in GdPDC is similar to that in ApPDC (2VBI), which displays higher thermostability (Table 1).
A second region which is clearly different involves the 11 residues linking the PP- and R-domains in GdPDC (residues Thr341 to Thr352, Figure 4A). This stretch is clearly defined in all three structures, however the positioning of this region differs substantially between the three structures implying unique stabilization details in each. The linker can thus potentially affect both enzyme stability and activity, but in a more subtle way.
The linker connecting the R- and PYR-domains of GdPDC (residues 184–191) is not defined in the electron density of both symmetrically independent monomers implying it to be highly disordered. The corresponding residues have therefore not been included in the final model. In crystal structures of ZmPDC and ApPDC these residues are well defined and are stabilized through contacts to other residues in the R- and PYR-domains clearly stabilizing the linker region. Interestingly this seven-residue linker contains three proline residues which likely add rigidity to the region . However, proline has been shown to be one of the preferred amino acids in domain linker regions, and they are thought to structurally isolate the linker from the protein domains as they have no hydrogen bond to donate, perhaps, as in this case, leading to a flexible linker rather than one rigidified by the proline residues ,. Disorder in flexible regions of other PDCs (ScPDC) has been linked to a physiological role, and disorder in linker regions of proteins often indicates a physiological significance ,.
We have characterized the sixth bacterial PDC, from the acetic acid bacterium G. diazotrophicus, and solved its resting state structure. Our analysis indicates the substrate range of the enzyme to be similar to that of other Gram negative PDCs with regards to substrate recognition and decarboxylation, showing a preference for short-chain aliphatic 2-keto acids . The significantly higher k cat /K M for pyruvate compared with the nearest analogues 2-ketobutanoate and 2-ketopentanoate, and the retention of Ile468, proposedly crucial for substrate specificity, implies that this enzyme favors pyruvate as its physiological substrate. It can hence be considered a bona fide pyruvate decarboxylase ,. Furthermore, as GdPDC does not have any detectable activity on indole-3-pyruvate, it may be ruled out as a contributor to IAA production in G. diazotrophicus PAL5.
The pH dependence of K M and therefore k cat /K M for this class of enzymes is well documented ,,,. GdPDC appears to behave in much the same way as its Gram-negative counterparts in terms of kinetic behavior, displaying the same pH dependence of K M , with a 20-fold improvement from pH 7 to pH 5, while catalytic efficiency remains largely the same due to only a small change in k cat (2 fold) over the same pH range (Table 1). Although the minimum specific activity for GdPDC with pyruvate as substrate, is nine times lower compared with the maximum specific activity reported for ZmPDC, the lower K M at pH 5 means that the catalytic efficiency (k cat /K M ) at this pH is comparable to the highest reported values for ZmPDC (Table 1) .
A pH optimum of 5.5 for GdPDC (Figure 2A) is similar to those of other bacterial PDCs, and also agrees with the pH optimum for growth of its host ,. G. diazotrophicus is an obligate sugarcane endosymbiont which grows optimally at pH 5.5, which is also the pH of sugarcane sap . It seems possible therefore that the GdPDC has evolved to perform best at the physiological pH of the plant sap environment. Whether the G. diazotrophicus intracellular pH is similar to that of the sugarcane sap is yet to be determined. However, it has been shown that for other aerobic acetogenic bacteria, such as Acetobacter aceti, they are unable to maintain an internal pH above that of its external environment resulting in an acidic intracellular environment . Perhaps a similar scenario is true for G. diazotrophicus, applying selective pressure for the PDC to perform at this physiological pH . There are only four other characterized enzymes from G. diazotrophicus. One of these is a secreted levansucrase which has an optimal pH at 5, while the other two enzymes, a membrane bound alcohol dehydrogenase has an optimum of 6 and a nitrogenase at pH6 . It has also been shown that plant PDC expression is induced in response to lowered pH caused by oxygen stress ,. In G. diazotrophicus the pdc is divergently transcribed from a LysR-like regulator with 98 bp between the translational start of both genes, suggesting that pdc expression is regulated and is not constitutively expressed. It would therefore be of interest to determine if expression of GdPDC is also pH or oxygen dependent. If G. diazotrophicus, however; does not maintain an acidic intracellular environment, then the optimum pH could suggest the possibility that the PDC performs a role outside the bacterial cell in support of plant cell metabolism under oxygen stress.
As discussed, the low K M for pyruvate at pH 5 suggests that if it functions mainly at or near this pH, GdPDC would be an extremely good pyruvate scavenger under physiological conditions. The structure of GdPDC aligns well to the related PDCs from A. pasteurianus and Z. mobilis with small rmsd’s for Cα positions indicating high structural conservation for these enzymes. The lower thermostability of GdPDC  is presumably due to the smaller number of hydrogen bonds and salt bridges between monomers compared to the enzymes from Z. mobilis and A. pasteurianus. Molecular dynamic studies comparing the structures of the three bacterial PDCs at different temperatures could shed light on the nature of thermostability differences observed . The enzyme does not exhibit significant biochemical or structural differences to its Gram negative counterparts, and indicates that there may be strong selective pressure to maintain the biochemical and structural properties of these enzymes in a narrow range across the range of microorganisms it has been identified in. Its reduced thermostability and lower Topt likely reflects the physical conditions under which GdPDC has been selected for, resulting from the mesophilic endosymbiotic relationship.
There is obvious biotechnological potential for this class of enzyme in engineering of ethanologenic strains as well as in engineering of transgenic crops capable of surviving adverse conditions . The bacterial enzymes which, apart from the S. ventriculi enzyme, are not affected by substrate activation and which have higher thermostabilities and activities compared with their yeast and plant counterparts are particularly attractive. Towards ethanologenesis, the dual function pyruvate ferrodoxin oxidoreductase/pyruvate decarboxylase enzymes from several thermophilic archaea have been described, opening the possibility of using these for thermophilic ethanologenesis. Some of their biochemical characteristics however (low PDC activity, high pH optima and oxygen sensitivity), make them unsuitable for engineering of certain ethanologenic strains that operate under microaerobic conditions (Geobacillus thermoglucosidasius) or low temperature (S. cerevisiae) . Considering the rarity of true PDCs and their narrow functionality, it seems unlikely that a thermophilic variant exists in nature. We propose that, as with most industrially used enzymes, the ideal PDC can only be generated through engineering, and perhaps these two groups of enzymes represent good starting points.
A picture is emerging that the organisms containing these enzymes are strongly plant associated, in which the environment contains ethanol and a lowered pH; ideal conditions for the PDC to play a key role in metabolism. The rarity of these enzymes therefore appears to be due to the PDC only being of significant metabolic importance in these environments. However, the small range of niches they occupy also puts selective pressure on them to adopt characteristics that fall in a similarly narrow range. G. diazotrophicus is an obligate plant endophyte, shown to fix dinitrogen, produce plant growth hormones and protect plants against pathogens such as Xanthomonas albilineans,. It is expected that the role of the PDC enzyme in G. diazotrophicus is to convert pyruvate to acetaldehyde. However, the reason for doing so (when and why it’s expression is turned on), whether it is part of the central metabolic pathways or selectively expressed under altered physiological states, perhaps in support of its symbiotic host, remains to be determined. The metabolic importance of PDCs in acetic acid bacteria has been described for two of the members from this family, A. pasteurianus and G. oxydans. In both cases PDC plays an important role in oxidative metabolism ,. The rarity of bacterial PDCs together with their importance in oxidative metabolism in these bacteria, suggests that the enzyme is retained only as a necessity and not as an accessory function. The retention of the enzyme in G. diazotrophicus therefore implies importance of the enzyme, however perhaps not in oxidative metabolism. Four proteomic studies looking at global and differential gene expression in G. diazotrophicus in pure culture versus when grown in association with sugarcane plantlets did not identify the PDC as an expressed enzyme -. It could either be that PDC levels are below the detection limit of these experiments, or that the gene is not expressed under the conditions of the experiment (aerobic). It was recently proposed that acetic acid bacteria, although being described as obligate aerobic organisms, have the molecular machinery (ubiquinol oxidases) to enable them to thrive under microaerobic conditions . Although speculative, should the G. diazotrophicus PDC be shown to further help plants cope with oxygen stress, by operating in a fermentative manner, this would further deepen the symbiotic relationship between these two organisms to the point where G. diazotrophicus could almost be considered a “plant organelle”.
Understanding the various roles that pyruvate decarboxylases play in their hosts is of importance not only from a fundamental biology point of view, but as is the case with G. diazotrophicus, perhaps also of economic importance. Here we show the enzyme from G. diazotrophicus is very similar to those from other Gram negative bacterial hosts, however what role it plays in this host remains to be elucidated. This study opens the door to further exploration of the role the enzyme plays in its host as well as contributing to our knowledge of these rare enzymes.
Media, bacterial strains and plasmids
Bacterial strains, plasmids and primers used in this study
Strain or plasmid
Genotype or description
Source or reference
G. diazotrophicus ATCC 49037
Wild type strain PAI 5
American type culture collection
E. coli DH5α
F´/endA1 hsdR17 (rK−mK+) supE44 thi-1 reacA1 gyrA (Nalr) relA1 Δ(lacZYA-argF)U169 (ϕ80dlacΔ(lacZ)M15)
E. coli BL21-DE3
E. coli B F−dcm omp T hsd S(rB− mB−) gal λ(DE3)
Apr; T-tailed PCR product cloning vector
Apr; ColE1 replicon, HIS-tag expression vector
Kanr; ColE1 replicon, HIS-tag expression vector
Kanr; ColE1 replicon; G. diazatrophicus pdc gene cloned into pET28a
DNA manipulations and sequencing
Plasmid preparation, restriction endonuclease digestion, gel electrophoresis, ligation and Southern/colony blot hybridization were performed using standard methods or manufacturers’ recommendations . Ultrapure plasmid DNA was obtained using the Wizard Plus SV miniprep DNA purification system (Promega™). Total DNA from all bacterial strains was prepared as described . The QIAGEN plasmid midi kit was used for large-scale plasmid preparations. DNA was sequenced using an ABI Prism 377 automated DNA sequencer and sequences were analyzed with DNAMAN (version 4.1, Lynnon BioSoft). Full length PDC protein sequences were aligned using the full alignment feature of DNAMAN, and the neighbor-joining tree  constructed using MEGA6 .
Polymerase chain reaction (PCR)
PCR amplifications were performed using KAPA2G Robust DNA polymerase (KAPA BIOSYSTEMS™). Generally, 50 ng DNA were used in a 50 μl reaction volume containing 2 mM MgCl2, 0.125 μM of each primer, 0.2 mM of each deoxynucleoside triphosphate, and 1 U DNA polymerase. Reactions were carried out in a Hybaid Sprint thermocycler, with initial denaturation for 60 s at 94°C, followed by 30 cycles of denaturation (30 s, 94°C), annealing (30 s) and variable elongation (72°C), where annealing temperatures and elongation times were adjusted as required. Primers are also listed in Table 3.
Cloning of the G. diazotrophicus pdc
The pdc gene from G. diazotrophicus (Genbank accession number: KJ746104) was identified by BLASTn search of the genome of this species, using the Z. mobilis pdc sequence as a comparator. Primers were designed for its amplification, amplified using Robust DNA polymerase (no 3’-5’ exonuclease activity), and cloned into pGEM-T Easy (Promega). To generate an error-free construct, two fragments from two different clones were subcloned into pET17b to reconstruct the original gene. Briefly, the 5’ 1320 bp Nde I-Pvu II fragment, and the 3’ 357 bp Pvu II-Xho I fragment were cloned into pET17b separately, using the Spe I (sites in pGEM-T Easy and pET17b) and Pvu II (sites in the gene, position 1320 bp, and in pET17b) to clone the 5’ fragment into pET17b. The 3’ ~560 bp Pvu II-Pvu II (second Pvu II site from pGEM-T Easy vector) fragment was cloned into the pET17b construct using the sole Pvu II site. The correct orientation was confirmed by restriction digest with Pvu I. The gene was subcloned in pET28a using the Nde I and Xho I sites, resulting in construct pGD. The final sequence was confirmed as representative of the original gene using primers specific to the T7 promoter, T7 terminator and an internal primer (GDPDCseq).
Purification of PDC protein
An overnight culture of pGD in E. coli BL21-DE3 with kanamycin (50 μg/ml) was used to inoculate fresh LB (1% transfer) and incubated overnight at room temperature with aeration (120 rpm) to produce GdPDC without IPTG induction. The cells were collected by centrifugation (3000 × g for 10 min) and lysed with BugBuster™. The suspension was incubated at room temperature for 20 min with shaking. After cell debris removal by centrifugation (7840 × g, 20 min), DNaseI and RNaseA (Fermentas) were added (10 U/ml) to reduce lysate viscosity and the solution incubated at room temperature with shaking for 30 min. HisBind™ resin and buffer kit (Novagen) were used to purify the protein. After elution with 9 ml of 250 mM imidazole buffer (1 M imidazole, 0.5 M NaCl, 20 mM Tris–HCl pH 7.9), the protein was dialyzed against 200 volumes of 200 mM sodium citrate pH 6.0, 1 mM ThDP and 1 mM MgCl2. The purity was estimated by reducing SDS-PAGE gel (12%) and protein concentrations determined using Bradford reagent (Bio-Rad) with bovine serum albumin as the standard (; Figure 1).
Crystallization and structure determination
Following Ni-NTA/His6-tag affinity chromatography purification the protein was concentrated to ±4 mg/ml by ultrafiltration using a Vivaspin 20 column (Sartorius). Crystals grew at 25°C without further additives. For cryoprotection 30% (v/v) glycerol was added. X-ray diffraction data was collected at beamline Proxima 1, Soleil Synchrotron, St. Aubin, France at 100 K. Indexing, space group assignment and data integration were performed using iMosflm , while data were scaled and merged using SCALA . All further data manipulations were performed using the CCP4 package . MOLREP  was used for molecular replacement using 2VBI as molecular model. REFMAC5 was used for structure refinement , Coot for graphical model building , WHATIF for model validation  and PyMOL for molecular depictions (Delano Scientific). The align feature in PyMol was used for structure alignments. The root mean square deviation (rmsd) between two models is calculated using ((Σ(dii)2)/N)1/2, where dii is the distance between the ith atom of structure 1 and the ith atom of structure 2, and N is the number of matched atoms. The interface area was calculated and residues in monomer-monomer interfaces identified using the PDBePISA online server (http://tinyurl.com/35w8z7). PDB code 4cok has been assigned to the structure.
Steady state kinetic analysis and determination of substrate range
PDC activity was measured using a coupled assay with baker’s yeast ADH (Sigma-Aldrich) as described previously . The reaction mixture (1 ml final volume) contained 0.25 mM NADH, 5 mM MgCl2, 0.1 mM ThDP, 5 mM pyruvate (unless stated otherwise) and 10 U of ADH in 50 mM MES or 200 mM Na citrate buffers, pH 6.4 or 6.0 respectively. For substrate range determination, ADH was replaced with 1 U/ml baker’s yeast aldehyde dehydrogenase (ALDH, Sigma-Aldrich) when testing 2-ketobutanoate, 2-ketopentanoate, 2-keto-4-methylpentanoate, 3-phenyl-2-oxopropanoate. β-mercaptoethanol was added to a final concentration of 3 mM and NADH replaced with NAD+. Assays were performed in 100 mM citric acid/K2HPO4 buffer, pH 7 . Activities were recorded at 25°C unless otherwise indicated, using a Cary 50 temperature controlled spectrophotometer (Varian). To determine enzyme activity for benzoyl formate, 3-hydroxy-phenyl pyruvate and indole-3-pyruvate HPLC assays were employed. Reactions were run on a Hypersil Gold C18 250 × 4.6 mm (Thermo Scientific) on a Dionex Ultimate 3000 machine, using 30% MeOH/1% Acetic acid mobile phase as mobile phase under isocratic elution (1 ml/min, 40°C). Twenty μl of each sample was injected by autosampler and the components detected using either a refractive index detector or a UV/Vis photodiode array at 245 nm. To generate kinetic data, initial enzyme velocities were determined over the substrate range 0.1 mM to 30 mM for pyruvate or 24 mM for other 2-keto acids. Kinetic parameters were determined by non-linear data fitting to hyperbolic curves (GraphPad Prism v. 4.00, GraphPad Software, San Diego, CA, USA). k cat values were calculated based on the MW of the tetramer (240 kDa) with four active site.
LVZ performed cloning, purification of the protein, crystallization, sequence alignment, phylogenetic tree construction. WDS collected X-ray data. WDS and LVZ solved and refined the crystal structure. DAC and MIT conceived the study and participated in its design and coordination. All authors participated in preparing the final manuscript. All authors read and approved the final manuscript.
This work was supported by the National Research Foundation of South Africa.
- Lee K, Jeong C, An YJ, Lee H, Park S, Seok Y, Kim P, Lee J, Lee K, Cha S: FrsA functions as a cofactor-independent decarboxylase to control metabolic flux. Nat Chem Biol 2011, 7: 434–436. 10.1038/nchembio.589View ArticlePubMedGoogle Scholar
- Kellett WF, Brunk E, Desai BJ, Fedorov AA, Almo SC, Gerlt JA, Rothlisberger U, Richards NGJ: Computational, Structural, and Kinetic Evidence That Vibrio vulnificus FrsA Is Not a Cofactor-Independent Pyruvate Decarboxylase. Biochem 2013, 52: 1842–1844. 10.1021/bi400093yView ArticleGoogle Scholar
- King TE, Cheldelin VH: Pyruvic carboxylase of Acetobacter suboxydans . J Biol Chem 1954, 208: 821–831.PubMedGoogle Scholar
- Raj KC, Ingram LO, Maupin-Furlow JA: Pyruvate decarboxylase: a key enzyme for the oxidative metabolism of lactic acid by Acetobacter pasteurianus . Arch Microbiol 2001, 176: 443–451. 10.1007/s002030100348View ArticleGoogle Scholar
- Raj KC, Talarico LA, Ingram LO, Maupin-Furlow JA: Cloning and characterization of the Zymobacter palmae pyruvate decarboxylase gene (pdc) and comparison to bacterial homologues. Appl Environ Microbiol 2002, 686: 2869–2876. 10.1128/AEM.68.6.2869-2876.2002View ArticleGoogle Scholar
- Lowe SE, Zeikus JG: Purification and characterization of pyruvate decarboxylase from Sarcina ventriculi . J Gen Microbiol 1992, 138: 803–807. 10.1099/00221287-138-4-803View ArticlePubMedGoogle Scholar
- Van Zyl LJ, Taylor MP, Eley K, Tuffin M, Cowan DA: Engineering pyruvate decarboxylase-mediated ethanol production in the thermophilic host Geobacillus thermoglucosidasius . Appl Microbiol Biotechnol 2013, 98: 1247–1259.View ArticlePubMedGoogle Scholar
- Candy JM, Duggleby RG: Structure and properties of pyruvate decarboxylase and site directed mutagenesis of the Zymomonas mobilis enzyme. Biochim Biophys Acta 1998, 1385: 323–338. 10.1016/S0167-4838(98)00077-6View ArticlePubMedGoogle Scholar
- Gold RS, Meagher MM, Tong S, Hutkins RW, Conway T: Cloning and expression of the Zymomonas mobilis "production of ethanol" genes in Lactobacillus casei . Curr Microbiol 1996, 33: 256–260. 10.1007/s002849900109View ArticlePubMedGoogle Scholar
- Bongers RS, Hoefnagel MH, Kleerebezem M: High-level acetaldehyde production in Lactococcus lactis by metabolic engineering. Appl Environ Microbiol 2005, 71: 1109–1113. 10.1128/AEM.71.2.1109-1113.2005View ArticlePubMedPubMed CentralGoogle Scholar
- Kaczowka SJ, Reuter CJ, Talarico LA, Maupin-Furlow JA: Recombinant production of Zymomonas mobilis pyruvate decarboxylase in the haloarchaeon Haloferax volcanii . Archaea 2005, 15: 327–334. 10.1155/2005/325738View ArticleGoogle Scholar
- Liu S, Dien BS, Cotta MA: Functional expression of bacterial Zymobacter palmae pyruvate decarboxylase gene in Lactococcus lactis . Curr Microbiol 2005, 50: 324–328. 10.1007/s00284-005-4485-xView ArticlePubMedGoogle Scholar
- Talarico LA, Gil MA, Yomano LP, Ingram LO, Maupin-Furlow JA: Construction and expression of an ethanol production operon in Gram-positive bacteria. Microbiol 2005, 151: 4023–4031. 10.1099/mic.0.28375-0View ArticleGoogle Scholar
- Liu S, Dien BS, Nichols NN, Bischoff KM, Hughes SR, Cotta MA: Coexpression of pyruvate decarboxylase and alcohol dehydrogenase genes in Lactobacillus brevis . FEMS Microbiol Lett 2007, 274: 291–297. 10.1111/j.1574-6968.2007.00849.xView ArticlePubMedGoogle Scholar
- Talarico LA, Ingram LO, Maupin-Furlow JA: Production of the Gram-positive Sarcina ventriculi pyruvate decarboxylase in Escherichia coli . Microbiol 2001, 147: 2425–2435.View ArticleGoogle Scholar
- Peters B, Junker A, Brauer K, Mühlthaler B, Kostner D, Mientus M, Liebl W, Ehrenreich A: Deletion of pyruvate decarboxylase by a new method for efficient markerless gene deletions in Gluconobacter oxydans . Appl Microbiol Biotechnol 2012, 97: 2521–2530. 10.1007/s00253-012-4354-zView ArticlePubMedGoogle Scholar
- Meyer D, Neumann P, Ficner R, Tittmann K: Observation of a stable carbene at the active site of a thiamin enzyme. Nat Chem Biol 2013, 9: 488–490. 10.1038/nchembio.1275View ArticlePubMedGoogle Scholar
- Kern D, Kern G, Neef H, Tittmann K, Killenberg-Jabs M, Wikner C, Schneider G, Hubner G: How thiamine diphosphate is activated in enzymes. Science 1997, 275: 67–70. 10.1126/science.275.5296.67View ArticlePubMedGoogle Scholar
- Zhang S, Liu M, Yan Y, Zhang Z, Jordan F: C2-alpha-lactylthiamin diphosphate is an intermediate on the pathway of thiamin diphosphate-dependent pyruvate decarboxylation. Evidence on enzymes and models. J Biol Chem 2004, 279: 54312–54318. 10.1074/jbc.M409278200View ArticlePubMedGoogle Scholar
- Baykal AT, Kakalis L, Jordan F: Electronic and nuclear magnetic resonance spectroscopic features of the 1',4'-iminopyrimidine tautomeric form of thiamin diphosphate, a novel intermediate on enzymes requiring this coenzyme. Biochem 2006, 4524: 7522–7528. 10.1021/bi060395kView ArticleGoogle Scholar
- Lie MA, Celik L, Jorgensen KA, Schiott B: Cofactor activation and substrate binding in pyruvate decarboxylase. Insights into the reaction mechanism from molecular dynamics simulations. Biochem 2005, 4445: 14792–14806. 10.1021/bi051134yView ArticleGoogle Scholar
- Pei XY, Erixon KM, Luisi BF, Leeper FJ: Structural insights into the prereaction state of pyruvate decarboxylase from Zymomonas mobilis . Biochem 2010, 498: 1727–1736. 10.1021/bi901864jView ArticleGoogle Scholar
- Brandt GS, Kneen MM, Chakraborty S, Baykal AT, Nemeria N, Yep A, Ruby DI, Petsko GA, Kenyon GL, McLeish MJ, Jordan F, Ringe D: Snapshot of a reaction intermediate: analysis of benzoylformate decarboxylase in complex with a benzoylphosphonate inhibitor. Biochem 2009, 4815: 3247–3257. 10.1021/bi801950kView ArticleGoogle Scholar
- Chakraborty S, Nemeria NS, Balakrishnan A, Brandt GS, Kneen MM, Yep A, McLeish MJ, Kenyon GL, Petsko GA, Ringe D, Jordan F: Detection and time course of formation of major thiamin diphosphate-bound covalent intermediates derived from a chromophoric substrate analogue on benzoylformate decarboxylase. Biochem 2009, 485: 981–994. 10.1021/bi801810hView ArticleGoogle Scholar
- Nemeria NS, Chakraborty S, Balakrishnan A, Jordan F: Reaction mechanisms of thiamin diphosphate enzymes: defining states of ionization and tautomerization of the cofactor at individual steps. FEBS J 2009, 276: 2432–2446. 10.1111/j.1742-4658.2009.06964.xView ArticlePubMedPubMed CentralGoogle Scholar
- Meyer D, Neumann P, Parthier C, Friedemann R, Nemeria N, Jordan F, Tittmann K: Double duty for a conserved glutamate in pyruvate decarboxylase: evidence of the participation in stereoelectronically controlled decarboxylation and in protonation of the nascent carbanion/enamine intermediate. Biochem 2010, 49: 8197–8212. 10.1021/bi100828rView ArticleGoogle Scholar
- Dobritzsch D, Konig S, Schneider G, Lu G: High resolution crystal structure of pyruvate decarboxylase from Zymomonas mobilis . Implications for substrate activation in pyruvate decarboxylases. J Biol Chem 1998, 273: 20196–20204. 10.1074/jbc.273.32.20196View ArticlePubMedGoogle Scholar
- Rother D, Kolter G, Gerhards T, Berthold CL, Gauchenova E, Knoll M, Pleiss J, Müller M, Schneider G, Pohl M: S -Selective mixed carboligation by structure-based design of the pyruvate decarboxylase from Acetobacter pasteurianus . Chem Cat Chem 2011, 10: 1587–1596.Google Scholar
- Lee S, Flores-Encarnacion M, Contreras-Zentella M, Garcia-Flores L, Escamilla JE, Kennedy C: Indole-3-acetic acid biosynthesis is deficient in Gluconacetobacter diazotrophicus strains with mutations in cytochrome c biogenesis genes. J Bacteriol 2004, 186: 5384–5391. 10.1128/JB.186.16.5384-5391.2004View ArticlePubMedPubMed CentralGoogle Scholar
- Saravanan VS, Madhaiyan M, Osborne J, Thangaraju M, Sa TM: Ecological occurrence of Gluconacetobacter diazotrophicus and nitrogen-fixing Acetobacteraceae members: their possible role in plant growth promotion. Microb Ecol 2008, 55: 130–140. 10.1007/s00248-007-9258-6View ArticlePubMedGoogle Scholar
- Bertalan M, Albano R, de Padua V, Rouws L, Rojas C, Hemerly A, Teixeira K, Schwab S, Araujo J, Oliveira A, Franca L, Magalhaes V, Alqueres S, Cardoso A, Almeida W, Loureiro MM, Nogueira E, Cidade D, Oliveira D, Simao T, Macedo J, Valadao A, Dreschsel M, Freitas F, Vidal M, Guedes H, Rodrigues E, Meneses C, Brioso P, Pozzer L, et al.: Complete genome sequence of the sugarcane nitrogen-fixing endophyte Gluconacetobacter diazotrophicus Pal5. BMC Genomics 2009, 10: 450. 10.1186/1471-2164-10-450View ArticlePubMedPubMed CentralGoogle Scholar
- Felsenstein J: Confidence limits on phylogenies: An approach using the bootstrap. Evolution 1985, 39: 783–791. 10.2307/2408678View ArticleGoogle Scholar
- Zuckerkandl E, Pauling L: Evolutionary divergence and convergence in proteins. In Evolving Genes and Proteins. Edited by: Bryson V, Vogel HJ. Academic Press, New York; 1965:97–166. 10.1016/B978-1-4832-2734-4.50017-6Google Scholar
- Chang AK, Nixon PF, Duggleby RG: Effects of deletions at the carboxyl terminus of Zymomonas mobilis pyruvate decarboxylase on the kinetic properties and substrate specificity. Biochem 2000, 3931: 9430–9437. 10.1021/bi0002683View ArticleGoogle Scholar
- Kӧnig S, Spinka M, Kutter S: Allosteric activation of pyruvate decarboxylases. A never-ending story? J Mol Cat B: Enzymatic 2009, 61: 100–110. 10.1016/j.molcatb.2009.02.010View ArticleGoogle Scholar
- Gocke D, Graf T, Brosi H, Frindi-Wosch I, Walter L, Mller ller M, Pohl M: Comparative characterization of thiamin diphosphate-dependent decarboxylases. J Mol Cat B: Enzymatic 2009, 61: 30–35. 10.1016/j.molcatb.2009.03.019View ArticleGoogle Scholar
- Siegert P, McLeish MJ, Baumann M, Iding H, Kneen MM, Kenyon GL, Pohl M: Exchanging the substrate specificities of pyruvate decarboxylase from Zymomonas mobilis and benzoylformate decarboxylase from Pseudomonas putida. Protein Eng Des Sel 2005, 187: 345–357. 10.1093/protein/gzi035View ArticleGoogle Scholar
- Bringer-Meyer S, Schimz K-L, Sahm H: Pyruvate decarboxylase from Zymomonas mobilis . Isolation and partial characterization. Arch Microbiol 1986, 146: 105–110. 10.1007/BF00402334View ArticleGoogle Scholar
- Pohl M, Mesch K, Rodenbrock A, Kula MR: Stability investigations on the pyruvate decarboxylase from Zymomonas mobilis . Biotechnol Appl Biochem 1995, 22: 95–105.Google Scholar
- Lu G, Dobritzsch D, Baumann S, Schneider G, Konig S: The structural basis of substrate activation in yeast pyruvate decarboxylase. A crystallographic and kinetic study. Eur J Biochem 2000, 267: 861–868. 10.1046/j.1432-1327.2000.01070.xView ArticlePubMedGoogle Scholar
- Arjunan P, Umland T, Dyda F, Swaminathan S, Furey W, Sax M, Farrenkopf B, Gao Y, Zhang D, Jordan F: Crystal structure of the thiamin diphosphate-dependent enzyme pyruvate decarboxylase from the yeast Saccharomyces cerevisiae at 2.3 A resolution. J Mol Biol 1996, 2563: 590–600. 10.1006/jmbi.1996.0111View ArticleGoogle Scholar
- Lu G, Dobritzsch D, Konig S, Schneider G: Novel tetramer assembly of pyruvate decarboxylase from brewer's yeast observed in a new crystal form. FEBS Lett 1997, 403: 249–253. 10.1016/S0014-5793(97)00057-4View ArticlePubMedGoogle Scholar
- Frank RA, Titman CM, Pratap JV, Luisi BF, Perham RN: A molecular switch and proton wire synchronize the active sites in thiamine enzymes. Science 2004, 306: 872–876. 10.1126/science.1101030View ArticlePubMedGoogle Scholar
- Couturier M, Roussel A, Rosengren A, Leone P, Stålbrand H, Berrin J-G: Structural and Biochemical Analyses of Glycoside Hydrolase Families 5 and 26 β-(1,4)-Mannanases from Podospora anserina Reveal Differences upon Manno-oligosaccharide Catalysis. J Biol Chem 2013, 288: 14624–14635. 10.1074/jbc.M113.459438View ArticlePubMedPubMed CentralGoogle Scholar
- George RA, Heringa J: An analysis of protein domain linkers: their classification and role in protein folding. Prot Eng 2003, 15: 871–879. 10.1093/protein/15.11.871View ArticleGoogle Scholar
- Poon DKY, Withers SG, McIntosh LP: Direct Demonstration of the Flexibility of the Glycosylated Proline-Threonine Linker in the Cellulomonas fimi Xylanase Cex through NMR Spectroscopic Analysis. J Biol Chem 2006, 282: 2091–2100. 10.1074/jbc.M609670200View ArticlePubMedGoogle Scholar
- Gokhale RS, Khosla C: Role of linkers in communication between protein modules. Curr Opin Chem Biol 2000, 4: 22–27. 10.1016/S1367-5931(99)00046-0View ArticlePubMedGoogle Scholar
- Quigley PM, Korotkov K, Baneyx F, Hol WGJ: A new native EcHsp31 structure suggests a key role of structural flexibility for chaperone function. Protein Sci 2004, 13: 269–277. 10.1110/ps.03399604View ArticlePubMedPubMed CentralGoogle Scholar
- Schenk G, Leeper FJ, England R, Nixon PF, Duggleby RG: The role of His113 and His114 in pyruvate decarboxylase from Zymomonas mobilis . Eur J Biochem 1997, 248: 63–71. 10.1111/j.1432-1033.1997.t01-1-00063.xView ArticlePubMedGoogle Scholar
- Huang CY, Chang AK, Nixon PF, Duggleby RG: Site-directed mutagenesis of the ionizable groups in the active site of Zymomonas mobilis pyruvate decarboxylase: effect on activity and pH dependence. Eur J Biochem 2001, 268: 3558–3565. 10.1046/j.1432-1327.2001.02260.xView ArticlePubMedGoogle Scholar
- Eskin N, Vessey K, Tian L: Research Progress and Perspectives of Nitrogen Fixing Bacterium, Gluconacetobacter diazotrophicus , in Monocot Plants. Int J Agron 2014, doi:10.1155/2014/208383.Google Scholar
- James EK, Olivares FL, de Oliveira ALM, dos Reis FB Jr, Aa Silva LG, Reis VM: Further observations on the interaction between sugar cane and Gluconacetobacter diazotophicus under laboratory and greenhouse conditions. J Exp Bot 2001, 52: 747–760.PubMedGoogle Scholar
- Dong Z, Canny MJ, McCully ME, Roboredo MR, Cabadilla CF, Ortega E, Rodés R: A Nitrogen-Fixing Endophyte of Sugarcane Stems A New Role for the Apoplast. Plant Physiol 1994, 105: 1139–1147.PubMedPubMed CentralGoogle Scholar
- Menzel U, Gottschalk G: The internal pH of Acetobacterium wieringae and Acetobater aceti during growth and production of acetic acid. Arch Microbiol 1985, 143: 47–51. 10.1007/BF00414767View ArticleGoogle Scholar
- Talley K, Alexov E: On the pH-optimum of activity and stability of proteins. Proteins 2010, 78: 2699–2706.PubMedPubMed CentralGoogle Scholar
- Gomez-Manzo S, Contreras-Zentella M, Gonzalez-Valdez A, Sosa-Torres M, Arreguin-Espinoza R, Escamilla-Marvan E: The PQQ-alcohol dehydrogenase of Gluconacetobacter diazotrophicus . Int J Food Microbiol 2008, 125: 71–78. 10.1016/j.ijfoodmicro.2007.10.015View ArticlePubMedGoogle Scholar
- Kelley PM: Maize PDC mRNA is induced anaerobically. Plant Mol Biol 1989, 13: 213–222. 10.1007/BF00016139View ArticlePubMedGoogle Scholar
- Mithran M, Paparelli E, Novi G, Perata P, Loreti E: Analysis of the role of the pyruvate decarboxylase gene family in Arabidopsis thaliana under low-oxygen conditions. Plant Biol 2013, 16: 28–34. 10.1111/plb.12005View ArticlePubMedGoogle Scholar
- Bjork A, Dalhus B, Mantzilas D, Sirevag R, Eijsink VG: Large improvement in the thermal stability of a tetrameric malate dehydrogenase by single point mutations at the dimer-dimer interface. J Mol Biol 2004, 3415: 1215–1226. 10.1016/j.jmb.2004.06.079View ArticleGoogle Scholar
- Paul M, Hazra M, Barman A, Hazra S: Comparative molecular dynamics simulation studies for determining factors contributing to the thermostability of chemotaxis protein “CheY”. J Biomol Struct Dyn 2013, doi:10.1080/07391102.2013.799438.Google Scholar
- Tadege M, Brändle R, Kuhlemeier C: Anoxia tolerance in tobacco roots: effect of overexpression of pyruvate decarboxylase. Plant J 1998, 14: 327–335. 10.1046/j.1365-313X.1998.00130.xView ArticleGoogle Scholar
- Eram MS, Oduaran E, Ma K: The bifunctional pyruvate decarboxylase/pyruvate ferrodoxin oxidoreductase from Thermococcus guaymasensis . Archaea 2014, doi:10.1155/2014/349379.Google Scholar
- Arencibia AD, Vinagre F, Estevez Y, Bernal A, Perez J, Cavalcanti J, Santana I, Hemerly AS: Gluconacetobacter diazotrophicus Elicits a Sugarcane Defense Response Against a Pathogenic Bacteria Xanthomonas albilineans . Plant Signal Behav 2006, 1: 265–273. 10.4161/psb.1.5.3390View ArticlePubMedPubMed CentralGoogle Scholar
- Reis VM, Olivares FL, Döbereiner J: Improved methodology for isolation of Acetobacter diazotrophicus and confirmation of its endophytic habitat. World J Microbiol Biotechnol 1994, 10: 401–405. 10.1007/BF00144460View ArticlePubMedGoogle Scholar
- dos Santosa MF, de Páduac VLM, de Matos NE, Hemerlyd AS, Domont GB: Proteome of Gluconacetobacter diazotrophicus co-cultivated with sugarcane plantlets. Proteomics 2010, 73: 917–931. 10.1016/j.jprot.2009.12.005View ArticleGoogle Scholar
- Lery LMS, Hemerly AS, Nogueira EM, von Krüger WMA, Bisch PM: Quantitative Proteomic Analysis of the Interaction Between the Endophytic Plant-Growth-Promoting Bacterium Gluconacetobacter diazotrophicus and Sugarcane. MPMI 2011, 24: 562–576. 10.1094/MPMI-08-10-0178View ArticlePubMedGoogle Scholar
- Lery LMS, von Krüger WMA, Viana FC, Teixeira KRS, Bisch PM: A comparative proteomic analysis of Gluconacetobacter diazotrophicus PAL5 at exponential and stationary phases of cultures in the presence of high and low levels of inorganic nitrogen compound. Biochim Biophys Acta 2008, 1784: 1578–1589. 10.1016/j.bbapap.2008.06.020View ArticlePubMedGoogle Scholar
- Lery LMS, Coelho A, von Kruger WMA, Goncalves MSM, Santos MF, Valente RH, Santos EO, Rocha SLG, Perales J, Domont GB, Teixeira KRS, Bisch PM: Protein expression profile of Gluconacetobacter diazotrophicus PAL5, a sugarcane endophytic plant growth-promoting bacterium. Proteomics 2008, 8: 1631–1644. 10.1002/pmic.200700912View ArticlePubMedGoogle Scholar
- Chouaia B, Gaiarsa S, Crotti E, Comandatore F, Esposti MD, Ricci I, Alma A, Favia G, Bandi C, Daffonchio D: Acetic Acid Bacteria Genomes Reveal Functional Traits for Adaptation to Life in Insect Guts. Genome Biol Evol 2014, 6: 912–920. 10.1093/gbe/evu062View ArticlePubMedPubMed CentralGoogle Scholar
- Sambrook J, Fritsch EF, Maniatis T: Molecular Cloning: A Laboratory Manual. Cold Spring Harbour Laboratory Press, NY; 1989.Google Scholar
- Kotze AA, Tuffin IM, Deane SM, Rawlings DE: Cloning and characterization of the chromosomal arsenic resistance genes from Acidithiobacillus caldus and enhanced arsenic resistance on conjugal transfer of ars genes located on transposon TnAtcArs. Microbiology 2006, 12: 3551–3560. 10.1099/mic.0.29247-0View ArticleGoogle Scholar
- Saitou N, Nei M: The neighbor-joining method: A new method for reconstructing phylogenetic trees. Mol Biol Evol 1987, 4: 406–425.PubMedGoogle Scholar
- Tamura K, Stecher G, Peterson D, Filipski A, Kumar S: MEGA6: Molecular Evolutionary Genetics Analysis version 6.0. Mol Biol Evol 2013, 30: 2725–2729. 10.1093/molbev/mst197View ArticlePubMedPubMed CentralGoogle Scholar
- Laemmli UK: Cleavage of structural proteins during the assembly of the head of bacteriophage T4. Nature 1970, 227: 680–685. 10.1038/227680a0View ArticlePubMedGoogle Scholar
- Leslie AG: The integration of macromolecular diffraction data. Acta Crystallogr D Biol Crystallogr 2006, 1: 48–57. 10.1107/S0907444905039107View ArticleGoogle Scholar
- Evans P: Scaling and assessment of data quality. Acta Crystallogr D Biol Crystallogr 2006, 1: 72–82. 10.1107/S0907444905036693View ArticleGoogle Scholar
- Potterton E, Briggs P, Turkenburg M, Dodson E: A graphical user interface to the CCP4 program suite. Acta Crystallogr D Biol Crystallogr 2003, 7: 1131–1137. 10.1107/S0907444903008126View ArticleGoogle Scholar
- Vagin A, Teplyakov A: MOLREP: an Automated Program for Molecular Replacement. J Appl Cryst 1997, 30: 1022–1025. 10.1107/S0021889897006766View ArticleGoogle Scholar
- Murshudov GN, Pavol Skubák P, Lebedev AA, Pannu NS, Steiner RA, Nicholls RA, Winn MD, Long F, Vagin AA: REFMAC5 for the refinement of macromolecular crystal structures. Acta Crystallogr D Biol Crystallogr 2011, 67: 355–367. 10.1107/S0907444911001314View ArticlePubMedPubMed CentralGoogle Scholar
- Emsley P, Lohkamp B, Scott WG, Cowtan K: Features and development of Coot. Acta Crystallogr D Biol Crystallogr 2010, 66: 486–501. 10.1107/S0907444910007493View ArticlePubMedPubMed CentralGoogle Scholar
- Vriend G: WHAT IF: a molecular modeling and drug design program. J Mol Graph 1990, 8: 52–56. 10.1016/0263-7855(90)80070-VView ArticlePubMedGoogle Scholar
- Holzer H, Schultz G, Villar-Palasi C, Juntgen-Sell J: Isolierungder Hefecarboxylase und Untersuchung uher die Aktivität des Enzyms in lebenden Zellen. Biochem Z 1956, 327: 331–344.PubMedGoogle Scholar
- Vuralhan Z, Luttik MA, Tai SL, Boer VM, Morais MA, Schipper D, Almering MJ, Kotter P, Dickinson JR, Daran JM, Pronk JT: Physiological characterization of the ARO10-dependent, broad-substrate-specificity 2-oxo acid decarboxylase activity of Saccharomyces cerevisiae . Appl Environ Microbiol 2005, 71: 3276–3284. 10.1128/AEM.71.6.3276-3284.2005View ArticlePubMedPubMed CentralGoogle Scholar
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