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1.
The human mitochondrial NAD(P)+-dependent malic enzyme (m-NAD-ME) is a malic enzyme isoform with dual cofactor specificity and substrate binding cooperativity. Previous kinetic studies have suggested that Lys362 in the pigeon cytosolic NADP+-dependent malic enzyme has remarkable effects on the binding of NADP+ to the enzyme and on the catalytic power of the enzyme (Kuo, C. C., Tsai, L. C., Chin, T. Y., Chang, G.-G., and Chou, W. Y. (2000) Biochem. Biophys. Res. Commun. 270, 821-825). In this study, we investigate the important role of Gln362 in the transformation of cofactor specificity from NAD+ to NADP+ in human m-NAD-ME. Our kinetic data clearly indicate that the Q362K mutant shifted its cofactor preference from NAD+ to NADP+. The Km(NADP) and kcat(NADP) values for this mutant were reduced by 4-6-fold and increased by 5-10-fold, respectively, compared with those for the wild-type enzyme. Furthermore, up to a 2-fold reduction in Km(NADP)/Km(NAD) and elevation of kcat(NADP)/kcat(NAD) were observed for the Q362K enzyme. Mutation of Gln362 to Ala or Asn did not shift its cofactor preference. The Km(NADP)/Km(NAD) and kcat(NADP)/kcat(NAD) values for Q362A and Q362N were comparable with those for the wild-type enzyme. The DeltaG values for Q362A and Q362N with either NAD+ or NADP+ were positive, indicating that substitution of Gln with Ala or Asn at position 362 brings about unfavorable cofactor binding at the active site and thus significantly reduces the catalytic efficiency. Our data also indicate that the cooperative binding of malate became insignificant in human m-NAD-ME upon mutation of Gln362 to Lys because the sigmoidal phenomenon appearing in the wild-type enzyme was much less obvious that that in Q362K. Therefore, mutation of Gln362 to Lys in human m-NAD-ME alters its kinetic properties of cofactor preference, malate binding cooperativity, and allosteric regulation by fumarate. However, the other Gln362 mutants, Q362A and Q362N, have conserved malate binding cooperativity and NAD+ specificity. In this study, we provide clear evidence that the single mutation of Gln362 to Lys in human m-NAD-ME changes it to an NADP+-dependent enzyme, which is characteristic because it is non-allosteric, non-cooperative, and NADP+-specific.  相似文献   

2.
The alcohol dehydrogenase (ADHase) enzyme catalyses the oxidation of alcohols to aldehydes or ketones using NAD+ as a cofactor. Functional ADHase from Drosophila lebanonensis is a dimer, with a monomeric molecular weight of 27,000 and with 254 residues in each polypeptide chain. Crystals of the protein have been grown with and without NAD+. Two crystal forms have been observed. Most crystals are plate-like, 0.05 mm in their shortest dimension and up to 0.4 mm in their longest dimension. These crystals are generally too small to diffract efficiently using conventional X-ray sources, so preliminary studies were carried out using the Synchrotron Radiation Source at the SERC Daresbury Laboratory. Twinning was a severe problem with this crystal form. The second form is grown in the absence of NAD+ but with DL-dithiothreitol present. These crystals grow more evenly and diffract to better than 2 A resolution. They are monoclinic, with cell dimensions, a = 81.24(6) A, b = 55.75(4) A, c = 109.60(7) A and beta = 94.26(9) degrees, space group P2(1). There are two dimers in the asymmetric unit, but at low resolution a rotated cell with one dimer per asymmetric unit can be obtained.  相似文献   

3.
The methylenetetrahydrofolate dehydrogenase/ cyclohydrolase (MTHFDC) from the thermoacidophilic archaeon Thermoplasma acidophilum is a 30.6 kDa molecular-mass enzyme that sequentially catalyzes the conversion of formyltetrahydrofolate to methylenetetrahydrofolate, with a preference for NADP as a cofactor, rather than NAD. In order to elucidate the functional and structural features of MTHFDC from archaeons at a molecular level, it was overexpressed in Escherichia coli and crystallized in the presence of its cofactor, NADP, at 295 K using polyethylene glycol (PEG) 4000 as a precipitant. The crystal is a member of the monoclinic space group P21, with the following unit cell parameters: a=66.333 A, b=52.868 A, c=86.099 A, and beta= 97.570o, and diffracts to a resolution of at least 2.40 A at the synchrotron. Assuming a dimer in the crystallographic asymmetric unit, the calculated Matthews parameter (VM) was 2.44 A3/Da and the solvent content was 49.7%.  相似文献   

4.
The malic enzyme from muscle mitochondria of the parasitic nematode Ascaris suum is a tetramer of 65 kDa monomers that catalyzes the oxidative decarboxylation of malate to pyruvate and CO2 with NAD cofactor as oxidant. This malic enzyme is critical to the nematode for muscle function under anaerobic conditions. Unlike mammalian versions of the enzyme such as that found in rat liver, which require NADP as cofactor, the nematode version is an NAD-dependent enzyme. We report the crystallization of samples of the nematode enzyme at room temperature from pH 7.5 solutions of polyethylene glycol 4000 containing magnesium sulfate, NAD and sodium tartronate. Immediately upon mixing of protein and precipitant solutions, a marked precipitation of the protein occurs. Out of this precipitate, crystals appear almost immediately, most commonly in a truncated cube form that can grow to 0.5 to 0.7 mm on a cube edge in two to three days. The crystals are trigonal, space group P3(1)21 or its enantiomer, with a = b = 131.2(7) A, c = 152.6(9) A, and two monomers per asymmetric unit. Fresh crystals diffract X-radiation from a synchrotron source (lambda = 0.95 A) to about 3.0 A resolution. Rotational analysis of Patterson functions indicates that the malic enzyme tetramer has 222 symmetry.  相似文献   

5.
A simple and rapid method is presented for purifying the NADP+-dependent isocitrate dehydrogenase (threo-DS-isocitrate:NADP+ oxidoreductase (decarboxylating), from Escherichia coli, which relies on fractionation of the enzyme with polyethylene glycol. The shortened preparation results in a 32% relative recovery of purified enzyme at a specific activity of 127 micronmol/min per mg of protein. The Km values for threo-DS-isocitrate, NADP+, NAD+, Mg2+ and Mn2+ are 6.4, 36, 3000, 19.7 and 2.0 micronM, respectively. The stability of the enzyme as a function of dilution and temperature are also reported. Recrystallization of the purified enzyme under different conditions readily produces a variety of single crystals. Crystals grown from ammonium sulfate solutions belong to monoclinic space group C2 with a = 125 A, b = 111 A, c = 83.5 A and beta = 108degrees 45'. Density measurements of these crystals indicate there are two 80 000-dalton dimers per asymmetric unit.  相似文献   

6.
3-Hydroxyisobutyrate, a central metabolite in the valine catabolic pathway, is reversibly oxidized to methylmalonate semialdehyde by a specific dehydrogenase belonging to the 3-hydroxyacid dehydrogenase family. To gain insight into the function of this enzyme at the atomic level, we have determined the first crystal structures of the 3-hydroxyisobutyrate dehydrogenase from Thermus thermophilus HB8: holo enzyme and sulfate ion complex. The crystal structures reveal a unique tetrameric oligomerization and a bound cofactor NADP+. This bacterial enzyme may adopt a novel cofactor-dependence on NADP, whereas NAD is preferred in eukaryotic enzymes. The protomer folds into two distinct domains with open/closed interdomain conformations. The cofactor NADP+ with syn nicotinamide and the sulfate ion are bound to distinct sites located at the interdomain cleft of the protomer through an induced-fit domain closure upon cofactor binding. From the structural comparison with the crystal structure of 6-phosphogluconate dehydrogenase, another member of the 3-hydroxyacid dehydrogenase family, it is suggested that the observed sulfate ion and the substrate 3-hydroxyisobutyrate share the same binding pocket. The observed oligomeric state might be important for the catalytic function through forming the active site involving two adjacent subunits, which seems to be conserved in the 3-hydroxyacid dehydrogenases. A kinetic study confirms that this enzyme has strict substrate specificity for 3-hydroxyisobutyrate and serine, but it cannot distinguish the chirality of the substrates. Lys165 is likely the catalytic residue of the enzyme.  相似文献   

7.
Woodyer R  van der Donk WA  Zhao H 《Biochemistry》2003,42(40):11604-11614
Homology modeling was used to identify two particular residues, Glu175 and Ala176, in Pseudomonas stutzeri phosphite dehydrogenase (PTDH) as the principal determinants of nicotinamide cofactor (NAD(+) and NADP(+)) specificity. Replacement of these two residues by site-directed mutagenesis with Ala175 and Arg176 both separately and in combination resulted in PTDH mutants with relaxed cofactor specificity. All three mutants exhibited significantly better catalytic efficiency for both cofactors, with the best kinetic parameters displayed by the double mutant, which had a 3.6-fold higher catalytic efficiency for NAD(+) and a 1000-fold higher efficiency for NADP(+). The cofactor specificity was changed from 100-fold in favor of NAD(+) for the wild-type enzyme to 3-fold in favor of NADP(+) for the double mutant. Isoelectric focusing of the proteins in a nondenaturing gel showed that the replacement with more basic residues indeed changed the effective pI of the protein. HPLC analysis of the enzymatic products of the double mutant verified that the reaction proceeded to completion using either substrate and produced only the corresponding reduced cofactor and phosphate. Thermal inactivation studies showed that the double mutant was protected from thermal inactivation by both cofactors, while the wild-type enzyme was protected by only NAD(+). The combined results provide clear evidence that Glu175 and Ala176 are both critical for nicotinamide cofactor specificity. The rationally designed double mutant might be useful for the development of an efficient in vitro NAD(P)H regeneration system for reductive biocatalysis.  相似文献   

8.
Ribitol dehydrogenase from Zymomonas mobilis (ZmRDH) catalyzes the conversion of ribitol to d-ribulose and concomitantly reduces NAD(P)(+) to NAD(P)H. A systematic approach involving an initial sequence alignment-based residue screening, followed by a homology model-based screening and site-directed mutagenesis of the screened residues, was used to study the molecular determinants of the cofactor specificity of ZmRDH. A homologous conserved amino acid, Ser156, in the substrate-binding pocket of the wild-type ZmRDH was identified as an important residue affecting the cofactor specificity of ZmRDH. Further insights into the function of the Ser156 residue were obtained by substituting it with other hydrophobic nonpolar or polar amino acids. Substituting Ser156 with the negatively charged amino acids (Asp and Glu) altered the cofactor specificity of ZmRDH toward NAD(+) (S156D, [k(cat)/K(m)(,NAD)]/[k(cat)/K(m)(,NADP)] = 10.9, where K(m)(,NAD) is the K(m) for NAD(+) and K(m)(,NADP) is the K(m) for NADP(+)). In contrast, the mutants containing positively charged amino acids (His, Lys, or Arg) at position 156 showed a higher efficiency with NADP(+) as the cofactor (S156H, [k(cat)/K(m)(,NAD)]/[k(cat)/K(m)(,NADP)] = 0.11). These data, in addition to those of molecular dynamics and isothermal titration calorimetry studies, suggest that the cofactor specificity of ZmRDH can be modulated by manipulating the amino acid residue at position 156.  相似文献   

9.
ADP-L-glycero-D-mannoheptose 6-epimerase is required for lipopolysaccharide inner core biosynthesis in several genera of Gram-negative bacteria. The enzyme contains both fingerprint sequences Gly-X-Gly-X-X-Gly and Gly-X-X-Gly-X-X-Gly near its N terminus, which is indicative of an ADP binding fold. Previous studies of this ADP-l-glycero-D-mannoheptose 6-epimerase (ADP-hep 6-epimerase) were consistent with an NAD(+) cofactor. However, the crystal structure of this ADP-hep 6-epimerase showed bound NADP (Deacon, A. M., Ni, Y. S., Coleman, W. G., Jr., and Ealick, S. E. (2000) Structure 5, 453-462). In present studies, apo-ADP-hep 6-epimerase was reconstituted with NAD(+), NADP(+), and FAD. In this report we provide data that shows NAD(+) and NADP(+) both restored enzymatic activity, but FAD could not. Furthermore, ADP-hep 6-epimerase exhibited a preference for binding of NADP(+) over NAD(+). The K(d) value for NADP(+) was 26 microm whereas that for NAD(+) was 45 microm. Ultraviolet circular dichroism spectra showed that apo-ADP-hep 6-epimerase reconstituted with NADP(+) had more secondary structure than apo-ADP-hep 6-epimerase reconstituted with NAD(+). Perchloric acid extracts of the purified enzyme were assayed with NAD(+)-specific alcohol dehydrogenase and NADP(+)-specific isocitric dehydrogenase. A sample of the same perchloric acid extract was analyzed in chromatographic studies, which demonstrated that ADP-hep 6-epimerase binds NADP(+) in vivo. A structural comparison of ADP-hep 6-epimerase with UDP-galactose 4-epimerase, which utilizes an NAD(+) cofactor, has identified the regions of ADP-hep 6-epimerase, which defines its specificity for NADP(+).  相似文献   

10.
The 2.1 A resolution crystal structure of flavin reductase P with the inhibitor nicotinamide adenine dinucleotide (NAD) bound in the active site has been determined. NAD adopts a novel, folded conformation in which the nicotinamide and adenine rings stack in parallel with an inter-ring distance of 3.6 A. The pyrophosphate binds next to the flavin cofactor isoalloxazine, while the stacked nicotinamide/adenine moiety faces away from the flavin. The observed NAD conformation is quite different from the extended conformations observed in other enzyme/NAD(P) structures; however, it resembles the conformation proposed for NAD in solution. The flavin reductase P/NAD structure provides new information about the conformational diversity of NAD, which is important for understanding catalysis. This structure offers the first crystallographic evidence of a folded NAD with ring stacking, and it is the first enzyme structure containing an FMN cofactor interacting with NAD(P). Analysis of the structure suggests a possible dynamic mechanism underlying NADPH substrate specificity and product release that involves unfolding and folding of NADP(H).  相似文献   

11.
辅酶NAD(H)相比NADP(H)有稳定性好、价格低廉及更广的辅酶循环方法等优势,因此在实际应用中常需将NADP(H)依赖型的脱氢酶改造成为NAD(H)依赖型的。来源于嗜热共生杆菌Symbiobacterium thermophilum的NADP(H)依赖型内消旋-2,6-二氨基庚二酸脱氢酶(meso-2,6-diaminopimelate dehydrogenase,St DAPDH)及其突变体酶是催化还原氨化合成D-氨基酸的优良催化剂,本研究试图改变其辅酶偏好性,增强其应用优势。对其晶体结构分析可知,氨基酸残基Y76距离腺嘌呤较近,R35及R36和辅酶上磷酸基团有直接相互作用。依氨基酸侧链基团性质对Y76进行了定点突变,发现不同突变子对两种辅酶的偏好性都发生了变化;对与磷酸基团直接作用的R35、R36进行的双突变R35S/R36V,导致酶对NADP+的催化活力降低;将R35S/R36V和部分Y76突变进行了组合,发现三突变组合以NAD+为辅酶时的活力均大于以NADP+为辅酶的活力,实现了辅酶偏好性转变。这些研究工作为进一步实现St DAPDH的辅酶偏好性完全转变提供依据。  相似文献   

12.
Shikimate dehydrogenase (EC 1.1.1.25) catalyses the fourth step of the shikimate pathway which is required for the synthesis of the aromatic amino acids and other aromatic compounds in bacteria, microbial eukaryotes, and plants. The crystal structures of the shikimate dehydrogenase AroE from Thermus thermophilus HB8 in its ligand-free form, binary complexes with cofactor NADP+ or substrate shikimate, and the ternary complex with both NADP(H) and shikimate were determined by X-ray diffraction method at atomic resolutions. The crystals are nearly isomorphous with the asymmetric unit containing a dimer, each subunit of which has a bi-domain structure of compact alpha/beta sandwich folds. The two subunits of the enzyme display asymmetry in the crystals due to different relative orientations between the N- and C-terminal domains resulting in a slightly different closure of the interdomain clefts. NADP(H) is bound to the more closed form only. This closed conformation with apparent higher affinity to the cofactor is also observed in the unliganded crystal form, indicating that the NADP(H) binding to TtAroE may follow the selection mode where the cofactor binds to the subunit that happens to be in the closed conformation in solution. Crystal structures of the closed subunits with and without NADP(H) show no significant structural difference, suggesting that the cofactor binding to the closed subunit corresponds to the lock-and-key model in TtAroE. On the other hand, shikimate binds to both open and closed subunit conformers of both apo and NADP(H)-liganded holo enzyme forms. The ternary complex TtAroE:NADP(H):shikimate allows unambiguous visualization of the SDH permitting elucidation of the roles of conserved residues Lys64 and Asp100 in the hydride ion transfer between NADP(H) and shikimate.  相似文献   

13.
Glutamate dehydrogenases (EC 1.4.1.2-4) catalyse the oxidative deamination of l-glutamate to α-ketoglutarate using NAD(P) as a cofactor. The bacterial enzymes are hexamers and each polypeptide consists of an N-terminal substrate-binding (Domain I) followed by a C-terminal cofactor-binding segment (Domain II). The reaction takes place at the junction of the two domains, which move as rigid bodies and are presumed to narrow the cleft during catalysis. Distinct signature sequences in the nucleotide-binding domain have been linked to NAD(+) vs. NADP(+) specificity, but they are not unambiguous predictors of cofactor preferences. Here, we have determined the crystal structure of NAD(+)-specific Peptoniphilus asaccharolyticus glutamate dehydrogenase in the apo state. The poor quality of native crystals was resolved by derivatization with selenomethionine, and the structure was solved by single-wavelength anomalous diffraction methods. The structure reveals an open catalytic cleft in the absence of substrate and cofactor. Modeling of NAD(+) in Domain II suggests that a hydrophobic pocket and polar residues contribute to nucleotide specificity. Mutagenesis and isothermal titration calorimetry studies of a critical glutamate at the P7 position of the core fingerprint confirms its role in NAD(+) binding. Finally, the cofactor binding site is compared with bacterial and mammalian enzymes to understand how the amino acid sequences and three-dimensional structures may distinguish between NAD(+) vs. NADP(+) recognition.  相似文献   

14.
Drosophila alcohol dehydrogenase (ADH), an NAD(+)-dependent dehydrogenase, shares little sequence similarity with horse liver ADH. However, these two enzymes do have substantial similarity in their secondary structure at the NAD(+)-binding domain [Benyajati, C., Place, A. P., Powers, D. A. & Sofer, W. (1981) Proc. Natl Acad. Sci. USA 78, 2717-2721]. Asp38, a conserved residue between Drosophila and horse liver ADH, appears to interact with the hydroxyl groups of the ribose moiety in the AMP portion of NAD+. A secondary-structure comparison between the nucleotide-binding domain of NAD(+)-dependent enzymes and that of NADP(+)-dependent enzymes also suggests that Asp38 could play an important role in cofactor specificity. Mutating Asp38 of Drosophila ADH into Asn38 decreases Km(app)NADP 62-fold and increases kcat/Km(app)NADP 590-fold at pH 9.8, when compared with wild-type ADH. These results suggest that Asp38 is in the NAD(+)-binding domain and its substituent, Asn38, allows Drosophila ADH to use both NAD+ and NADP+ as its cofactor. The observations from the experiments of thermal denaturation and kinetic measurement with pH also confirm that the repulsion between the negative charges of Asp38 and 2'-phosphate of NADP+ is the major energy barrier for NADP+ to serve as a cofactor for Drosophila ADH.  相似文献   

15.
In Escherichia coli, the pentose phosphate pathway is one of the main sources of NADPH. The first enzyme of the pathway, glucose-6-phosphate dehydrogenase (G6PDH), is generally considered an exclusive NADPH producer, but a rigorous assessment of cofactor preference has yet to be reported. In this work, the specificity constants for NADP and NAD for G6PDH were determined using a pure enzyme preparation. Absence of the phosphate group on the cofactor leads to a 410-fold reduction in the performance of the enzyme. Furthermore, the contribution of the phosphate group to binding of the transition state to the active site was calculated to be 3.6 kcal·mol(-1). In order to estimate the main kinetic parameters for NAD(P) and NAD(P)H, we used the classical initial-rates approach, together with an analysis of reaction time courses. To achieve this, we developed a new analytical solution to the integrated Michaelis-Menten equation by including the effect of competitive product inhibition using the ω-function. With reference to relevant kinetic parameters and intracellular metabolite concentrations reported by others, we modeled the sensitivity of reduced cofactor production by G6PDH as a function of the redox ratios of NAD/NADH (rR(NAD)) and NADP/NADPH (rR(NADP)). Our analysis shows that NADPH production sharply increases within the range of thermodynamically feasible values of rR(NADP), but NADH production remains low within the range feasible for rR(NAD). Nevertheless, we show that certain combinations of rR(NADP) and rR(NAD) sustain greater levels of NADH production over NADPH.  相似文献   

16.
The R‐specific alcohol dehydrogenase from Lactobacillus brevis (Lb‐ADH) catalyzes the enantioselective reduction of prochiral ketones to the corresponding secondary alcohols. It is stable and has broad substrate specificity. These features make this enzyme an attractive candidate for biotechnological applications. A drawback is its preference for NADP(H) as a cofactor, which is more expensive and labile than NAD(H). Structure‐based computational protein engineering was used to predict mutations to alter the cofactor specificity of Lb‐ADH. Mutations were introduced into Lb‐ADH and tested against the substrate acetophenone, with either NAD(H) or NADP(H) as cofactor. The mutant Arg38Pro showed fourfold increased activity with acetophenone and NAD(H) relative to the wild type. Both Arg38Pro and wild type exhibit a pH optimum of 5.5 with NAD(H) as cofactor, significantly more acidic than with NADP(H). These and related Lb‐ADH mutants may prove useful for the green synthesis of pharmaceutical precursors.  相似文献   

17.
N-terminal or C-terminal arms that extend from folded protein domains can play a critical role in quaternary structure and other intermolecular associations and/or in controlling biological activity. We have tested the role of an extended N-terminal arm in the structure and function of a periplasmic enzyme glucose-fructose oxidoreductase (GFOR) from Zymomonas mobilis. We have determined the crystal structure of the NAD(+) complex of a truncated form of the enzyme, GFORDelta, in which the first 22 residues of the N-terminal arm of the mature protein have been deleted. The structure, refined at 2.7 A resolution (R(cryst)=24.1%, R(free)=28.4%), shows that the truncated form of the enzyme forms a dimer and implies that the N-terminal arm is essential for tetramer formation by wild-type GFOR. Truncation of the N-terminal arm also greatly increases the solvent exposure of the cofactor; since GFOR activity is dependent on retention of the cofactor during the catalytic cycle we conclude that the absence of GFOR activity in this mutant results from dissociation of the cofactor. The N-terminal arm thus determines the quaternary structure and the retention of the cofactor for GFOR activity and during translocation into the periplasm. The structure of GFORDelta also shows how an additional mutation, Ser64Asp, converts the strict NADP(+) specificity of wild-type GFOR to a dual NADP(+)/NAD(+) specificity.  相似文献   

18.
Hexose-6-phosphate dehydrogenase (refers to hexose-6-phosphate dehydrogenase from any species in general) has been purified to apparent homogeneity from the teleost fish Fundulus heteroclitus. The enzyme was characterized for native (210 kDa) and subunit molecular mass (54 kDa), isoelectric point (6.65), amino acid composition, substrate specificity, and metal dependence. Glucose 6-phosphate, galactose 6-phosphate, 2-deoxyglucose 6-phosphate, glucose 6-sulfate, glucosamine 6-phosphate, and glucose were found to be substrates in the reaction with NADP+, but only glucose was a substrate when NAD+ was used as coenzyme. A unique reaction mechanism for the forward direction was found for this enzyme when glucose 6-phosphate and NADP+ were used as substrates; ordered with glucose 6-phosphate binding first. NAD+ was found to be a competitive inhibitor toward NADP+ and an uncompetitive inhibitor with regard to glucose 6-phosphate in this reaction; Vmax = 7.56 mumol/min/mg, Km(NADP+) = 1.62 microM, Km(glucose 6-phosphate) = 7.29 microM, Kia(glucose 6-phosphate) = 8.66 microM, and Ki(NAD+) = 0.49 microM. The use of alternative substrates confirmed this result. This type of reaction mechanism has not been previously reported for a dehydrogenase.  相似文献   

19.
In the oxidation of methylglyoxal by 2-oxoaldehyde dehydrogenase, the apparent Km value for NADP+ was about 2.5 times lower than the corresponding Km for NAD+; the apparent Km values for methylglyoxal and for the amine activator L-2-aminopropan-1-ol, with NADP+ as cofactor, were also different from those obtained with NAD+. In the presence of NADP+, the enzyme was not activated by P1, in contrast with the activation of the enzyme when NAD+ was used. The significance of the results is discussed.  相似文献   

20.
Obtaining optimal cofactor balance to drive production is a challenge in metabolically engineered microbial production strains. To facilitate identification of heterologous enzymes with desirable altered cofactor requirements from native content, we have developed Cofactory, a method for prediction of enzyme cofactor specificity using only primary amino acid sequence information. The algorithm identifies potential cofactor binding Rossmann folds and predicts the specificity for the cofactors FAD(H2), NAD(H), and NADP(H). The Rossmann fold sequence search is carried out using hidden Markov models whereas artificial neural networks are used for specificity prediction. Training was carried out using experimental data from protein–cofactor structure complexes. The overall performance was benchmarked against an independent evaluation set obtaining Matthews correlation coefficients of 0.94, 0.79, and 0.65 for FAD(H2), NAD(H), and NADP(H), respectively. The Cofactory method is made publicly available at http://www.cbs.dtu.dk/services/Cofactory . Proteins 2014; 82:1819–1828. © 2014 Wiley Periodicals, Inc.  相似文献   

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