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- W2000937085 abstract "Despite its importance for agriculture, bioindustry, and nutrition, the fundamental process of l-ascorbic acid (vitamin C) biosynthesis in plants is not completely elucidated, and little is known about its regulation. The recently identified GDP-Man 3′,5′-epimerase catalyzes a reversible epimerization of GDP-d-mannose that precedes the committed step in the biosynthesis of vitamin C, resulting in the hydrolysis of the highly energetic glycosyl-pyrophosphoryl linkage. Here, we characterize the native and recombinant GDP-Man 3′,5′-epimerase of Arabidopsis thaliana. GDP and GDP-d-glucose are potent competitive inhibitors of the enzyme, whereas GDP-l-fucose gives a complex type of inhibition. The epimerase contains a modified version of the NAD binding motif and is inhibited by NAD(P)H and stimulated by NAD(P)+. A feedback inhibition of vitamin C biosynthesis is observed apparently at the level of GDP-Man 3′,5′-epimerase. The epimerase catalyzes at least two distinct epimerization reactions and releases, besides the well known GDP-l-galactose, a novel intermediate: GDP-l-gulose. The yield of the epimerization varies and seems to depend on the molecular form of the enzyme. Both recombinant and native enzymes co-purified with a Hsp70 heat-shock protein (Escherichia coli DnaK and A. thaliana Hsc70.3, respectively). We speculate, therefore, that the Hsp70 molecular chaperones might be involved in folding and/or regulation of the epimerase. In summary, the plant epimerase undergoes a complex regulation and could control the carbon flux into the vitamin C pathway in response to the redox state of the cell, stress conditions, and GDP-sugar demand for the cell wall/glycoprotein biosynthesis. Exogenous l-gulose and l-gulono-1,4-lactone serve as direct precursors of l-ascorbic acid in plant cells. We propose an l-gulose pathway for the de novo biosynthesis of vitamin C in plants. Despite its importance for agriculture, bioindustry, and nutrition, the fundamental process of l-ascorbic acid (vitamin C) biosynthesis in plants is not completely elucidated, and little is known about its regulation. The recently identified GDP-Man 3′,5′-epimerase catalyzes a reversible epimerization of GDP-d-mannose that precedes the committed step in the biosynthesis of vitamin C, resulting in the hydrolysis of the highly energetic glycosyl-pyrophosphoryl linkage. Here, we characterize the native and recombinant GDP-Man 3′,5′-epimerase of Arabidopsis thaliana. GDP and GDP-d-glucose are potent competitive inhibitors of the enzyme, whereas GDP-l-fucose gives a complex type of inhibition. The epimerase contains a modified version of the NAD binding motif and is inhibited by NAD(P)H and stimulated by NAD(P)+. A feedback inhibition of vitamin C biosynthesis is observed apparently at the level of GDP-Man 3′,5′-epimerase. The epimerase catalyzes at least two distinct epimerization reactions and releases, besides the well known GDP-l-galactose, a novel intermediate: GDP-l-gulose. The yield of the epimerization varies and seems to depend on the molecular form of the enzyme. Both recombinant and native enzymes co-purified with a Hsp70 heat-shock protein (Escherichia coli DnaK and A. thaliana Hsc70.3, respectively). We speculate, therefore, that the Hsp70 molecular chaperones might be involved in folding and/or regulation of the epimerase. In summary, the plant epimerase undergoes a complex regulation and could control the carbon flux into the vitamin C pathway in response to the redox state of the cell, stress conditions, and GDP-sugar demand for the cell wall/glycoprotein biosynthesis. Exogenous l-gulose and l-gulono-1,4-lactone serve as direct precursors of l-ascorbic acid in plant cells. We propose an l-gulose pathway for the de novo biosynthesis of vitamin C in plants. Vitamin C (l-ascorbic acid (l-AA) 1The abbreviations used are:l-AAl-ascorybic acidGSTglutathione S-transferasePMP1-phenyl-3-methyl-5-pyrazoloneGulguloseHPLChigh performance liquid chromatography.) acts as an enzyme cofactor and an antioxidant. In plants it may represent one of the major soluble carbohydrates and is involved in crucial physiological processes such as biosynthesis of the cell wall, phytohormones, and secondary metabolites, cell division and growth, and stress resistance and photoprotection (for review, see Ref. 1Smirnoff N. Wheeler G.L. Crit. Rev. Plant Sci. 2000; 19: 267-290Crossref Google Scholar). Large variations in vitamin C content (from 0.003 to 1% of fresh weight; w/w), reported for different plant species, organs, and tissues (2Davies M.B. Austin J. Partridge D.A. Vitamin C: Its Chemistry and Biochemistry. Royal Society of Chemistry, Cambridge, UK1991: 81Google Scholar), are intimately linked to the vitamin biosynthesis, stability, and function. Plants, algae, and the majority of animals are able to synthesize vitamin C. Humans, however, lack l-gulono-1,4-lactone oxidase, the last enzyme of the vitamin C pathway in animals, and require l-AA as an essential micronutrient. l-AA biosynthetic genes can be engineered to increase vitamin C content of plants (3Jain A.K. Nessler C.G. Mol. Breeding. 2000; 6: 73-78Crossref Scopus (149) Google Scholar, 4Agius F. González-Lamothe R. Caballero J.L. Muñoz-Blanco J. Botella M.A. Valpuesta V. Nat. Biotechnol. 2003; 21: 177-181Crossref PubMed Scopus (461) Google Scholar), in view of improving the nutritional value and stress resistance of crops, but also potentially exploited for the industrial production of vitamin C (5Hancock R.D. Viola R. Trends Biotechnol. 2002; 20: 299-305Abstract Full Text Full Text PDF PubMed Scopus (102) Google Scholar). l-ascorybic acid glutathione S-transferase 1-phenyl-3-methyl-5-pyrazolone gulose high performance liquid chromatography. The biosynthesis of vitamin C in plants is not completely elucidated, and its regulation is largely unknown. Two distinct pathways for vitamin C biosynthesis in plants were proposed (6Isherwood F.A. Chen Y.T. Mapson L.W. Nature. 1953; 171: 348-349Crossref PubMed Scopus (10) Google Scholar, 7Wheeler G.L. Jones M.A. Smirnoff N. Nature. 1998; 393: 365-369Crossref PubMed Scopus (874) Google Scholar). The salvage pathway involves pectin-derived d-galacturonic acid (6Isherwood F.A. Chen Y.T. Mapson L.W. Nature. 1953; 171: 348-349Crossref PubMed Scopus (10) Google Scholar) that is reduced at C1 to l-galactonic acid by the recently identified d-galacturonic acid reductase (4Agius F. González-Lamothe R. Caballero J.L. Muñoz-Blanco J. Botella M.A. Valpuesta V. Nat. Biotechnol. 2003; 21: 177-181Crossref PubMed Scopus (461) Google Scholar), and the resulting l-galactono-1,4-lactone is oxidized to l-AA by the mitochondrial l-galactono-1,4-lactone dehydrogenase (8Østergaard J. Persiau G. Davey M.W. Bauw G. Van Montagu M. J. Biol. Chem. 1997; 272: 30009-30016Abstract Full Text Full Text PDF PubMed Scopus (124) Google Scholar, 9Imai T. Karita S. Shiratori G.-I. Hattori M. Nunome T. Ôba K. Hirai M. Plant Cell Physiol. 1998; 39: 1350-1358Crossref PubMed Scopus (87) Google Scholar). Conversion of d-galacturonic acid into l-galactonic acid results in the inversion of carbon numbering. However, labeling studies of Loewus and Kelly (10Loewus F.A. Kelly S. Nature. 1961; 191: 1059-1061Crossref PubMed Scopus (17) Google Scholar) indicate that a non-inversion pathway, in which a hexose is converted into l-AA without reversion of the carbon chain, predominates in plants. The second pathway (7Wheeler G.L. Jones M.A. Smirnoff N. Nature. 1998; 393: 365-369Crossref PubMed Scopus (874) Google Scholar) is a non-inversion, energy-dependent biosynthesis that involves the conversion of GDP-d-mannose to GDP-l-galactose catalyzed by a GDP-d-Man 3′,5′-epimerase (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar). l-Galactose, released from the nucleotide through some poorly understood steps, is then oxidized at C1 to l-galactono-1,4-lactone by an l-galactose dehydrogenase (12Gatzek S. Wheeler G.L. Smirnoff N. Plant J. 2002; 30: 541-553Crossref PubMed Scopus (201) Google Scholar); the latter compound is converted to vitamin C by the l-galactono-1,4-lactone dehydrogenase. Recently, we obtained a highly purified GDP-Man 3′,5′-epimerase preparation from Arabidopsis thaliana cell suspensions and identified the corresponding gene (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar). Only one copy of the epimerase gene is present in the Arabidopsis genome, and the gene is highly conserved among plant species (>88% identity at the protein level and >78% identity at the DNA level). A data base search revealed the presence of the epimerase sequence in cDNA libraries obtained from mature tomato fruits and potato tubers but also from salt- and pathogen-stressed ice plant and potato leaves, respectively. The unique double epimerization reaction of the activated form of d-Man catalyzed by GDP-Man 3′,5′-epimerase precedes the committed step in the biosynthesis of l-AA and glycoconjugates, which results in the irreversible hydrolysis of the highly energetic glycosyl-pyrophosphoryl linkage. Therefore, the epimerization step must be tightly controlled. Here, we show that the GDP-Man 3′,5′-epimerase of A. thaliana undergoes a complex regulation that is linked to the cell wall biosynthesis and the redox state of the cell. In particular, we demonstrate the formation of a novel intermediate, GDP-l-gulose, and propose that this compound could be dedicated for the de novo biosynthesis of vitamin C in plants. Reagents—d-[U-14C]Mannose (specific activity 286 mCi/mmol) and guanosine diphospho-d-[U-14C]mannose were purchased from Amersham Biosciences. Nickel nitrilotriacetic acid Superflow resin was obtained from Qiagen (Hilden, Germany). Glutathione S-transferase (GST) affinity resin was from Stratagene (Madison, WI). All reagents were of analytical grade. Guanosine diphospho-l-fucose, guanosine diphospho-d-glucose, adenosine diphospho-d-glucose, l-gulose, and l-gulono-1,4-lactone were purchased from Sigma-Aldrich. Plasmids—The GATEWAY™ (Invitrogen) plasmids containing the GDP-Man 3′,5′-epimerase gene of A. thaliana, pDEST15_Epim and pDEST17_Epim, were prepared as described (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar) for the bacterial expression of GST- and His-tagged epimerase (N-terminal fusions), respectively. Plant Material—A. thaliana (L.) Heynh ecotype Columbia cell suspensions were grown as described (13Wolucka B.A. Davey M. Boerjan W. Anal. Biochem. 2001; 294: 161-168Crossref PubMed Scopus (19) Google Scholar). White potato (Solanum tuberosum L. cv. Irish Cobbler) tubers were stored at 13 °C until use. GDP-Man 3′,5′-Epimerase Assay and Ascorbic Acid Determination— The GDP-Man 3′,5′-epimerase activity and l-AA were measured by the HPLC method as described (13Wolucka B.A. Davey M. Boerjan W. Anal. Biochem. 2001; 294: 161-168Crossref PubMed Scopus (19) Google Scholar), with the exception that the concentration of methanol in solvent A was 0.5%, and the flow rate was 0.8 ml/min. In Vivo Labeling of A. thaliana Cell Suspensions with d-[U-14C]-Man—In vivo labeling of A. thaliana cells was performed as described (13Wolucka B.A. Davey M. Boerjan W. Anal. Biochem. 2001; 294: 161-168Crossref PubMed Scopus (19) Google Scholar). Cell suspensions were pre-adapted to labeling conditions for 20 h in the presence or absence of exogenous l-AA or its precursors (2.5 mm) followed by a 2-h labeling with 1 μCi of d-[U-14C]Man. l-AA was extracted with 5% metaphosphoric acid containing 2 mm dithiothreitol and 1 mm EDTA. Bacterial Expression of the Recombinant Epimerase—Heterologous expression of the recombinant epimerase in Escherichia coli submitted to a “reversed” heat shock (a shift from 37 to 26 °C just before the induction) was performed as described (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar). Cells were re-suspended in 3 volumes of 50 mm Tris-HCl buffer, pH 7.7, containing 0.5 mm dithiothreitol, 1 mm phenylmethylsulfonyl fluoride, and 20% glycerol (buffer A). Crude extracts and 90% ammonium sulfate precipitates were prepared as described (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar). Nickel Nitrilotriacetic Acid Metal Affinity Chromatography of the Recombinant GDP-Man 3′,5′-Epimerase—A crude extract containing the His-tagged epimerase protein was loaded on a 2-ml nickel nitrilotriacetic acid Superflow column equilibrated with 5 mm imidazole in 25 mm Tris-HCl buffer pH 7.7 containing 1 mm phenylmethylsulfonyl fluoride (buffer B). The column was washed with 10 volumes of the equilibration buffer followed by 5 volumes of 20 mm imidazole in buffer B. The elution was carried out with 3 volumes of 300 mm imidazole in buffer B. GST Affinity Chromatography of the Recombinant GDP-Man 3′,5′-Epimerase—A crude extract containing the GST-tagged epimerase was applied to a 2-ml GST-affinity column equilibrated with buffer A. The column was washed with 15 volumes of buffer A, and the recombinant epimerase was eluted with 3 volumes of 10 mm glutathione (reduced form) in buffer A. Extraction and Assay of l-Gulono-1,4-lactone Dehydrogenase Activity—The l-gulono-1,4-lactone dehydrogenase activity was extracted from white potato tubers essentially as described (14Ôba K. Fukui M. Imai Y. Iriyama S. Nogami K. Plant Cell Physiol. 1994; 35: 473-478Google Scholar), except that gel filtration was performed on NAP-25 columns (Amersham Biosciences) and the obtained high molecular weight fraction was separated by centrifugation (20,000 × g for 20 min) into the cytosolic (supernatant) and the mitochondrial (pellet) fractions. The dehydrogenase activity was measured spectrophotometrically at 550 nm by following the l-gulono-1,4-lactone dependent reduction of cytochrome c (14Ôba K. Fukui M. Imai Y. Iriyama S. Nogami K. Plant Cell Physiol. 1994; 35: 473-478Google Scholar). PAGE—Proteins were separated by SDS/PAGE using 12.5% minigels and the buffer system described by Laemmli (15Laemmli U.K. Nature. 1970; 227: 680-685Crossref PubMed Scopus (207538) Google Scholar). Gels were stained with Coomassie Brilliant Blue R-250. Peptide Sequencing and Protein Identification—Tryptic peptides prepared from in-gel digested protein bands were analyzed by nanoelectrospray tandem mass spectrometry, and the obtained sequence information was submitted to database searching as described (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar). Protein Determination—Protein concentration was determined by the method of Bradford (16Bradford M.M. Anal. Biochem. 1976; 72: 248-254Crossref PubMed Scopus (217548) Google Scholar) using bovine serum albumin as standard. Sugar Analysis—GDP-14C-labeled hexoses of the epimerase reaction mixtures were hydrolyzed in 50 mm HCl at 100 °C for 20 min. For HPLC analysis the acid-released 14C-labeled hexoses together with cold sugar standards were converted to the corresponding 1-phenyl-3-methyl-5-pyrazolone (PMP) derivatives (17Honda S. Akao E. Suzuki S. Okuda M. Kakehi K. Nakamura J. Anal. Biochem. 1989; 180: 351-357Crossref PubMed Scopus (615) Google Scholar). The HPLC system with on-line UV and radioactivity detection (13Wolucka B.A. Davey M. Boerjan W. Anal. Biochem. 2001; 294: 161-168Crossref PubMed Scopus (19) Google Scholar) was used. The solvent was 18% acetonitrile in 0.1 m phosphate buffer, pH 7.0 or pH 5.0 (for separation of PMP-derivatives of Man and Gul) at a flow rate of 0.8 ml/min. To identify altrose, free sugars were separated by TLC on silica gel 60 aluminum sheets (pre-impregnated with 0.3 m NaH2PO4) in acetone/n-butanol/water (8:1:1, v/v/v) and detected as described (13Wolucka B.A. Davey M. Boerjan W. Anal. Biochem. 2001; 294: 161-168Crossref PubMed Scopus (19) Google Scholar). Characterization of the GDP-Man 3′,5′-Epimerase—To gain an insight into the regulation of the de novo biosynthesis of vitamin C, we have characterized the native and recombinant epimerase of A. thaliana. The epimerase belongs to the short chain dehydrogenase/reductase family (18Jörnvall H. Persson B. Krook M. Atrian S. Gonzàlez-Duarte R. Jeffery J. Ghosh D. Biochemistry. 1995; 34: 6003-6013Crossref PubMed Scopus (1161) Google Scholar). The native enzyme is a homodimer of 43 kDa subunits (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar) and possesses two potential NAD binding sites and two potential substrate binding sites per dimer (19Somoza J.R. Menon S. Schmidt H. Joseph-McCarthy D. Dessen A. Stahl M.L. Somers W.S. Sullivan F.X. Structure (Lond.). 2000; 8: 123-135Abstract Full Text Full Text PDF PubMed Scopus (86) Google Scholar). The epimerase has a low Km for the GDP-Man substrate (4.4 μm) (Fig. 1A) compared to the Chlorella epimerase (96 μm) (20Hebda P.A. Behrman E.J. Barber G.A. Arch. Biochem. Biophys. 1979; 194: 496-502Crossref PubMed Scopus (22) Google Scholar) and to the related bacterial enzymes, GDP-Man 4′,6′-dehydratase (19Somoza J.R. Menon S. Schmidt H. Joseph-McCarthy D. Dessen A. Stahl M.L. Somers W.S. Sullivan F.X. Structure (Lond.). 2000; 8: 123-135Abstract Full Text Full Text PDF PubMed Scopus (86) Google Scholar) and GDP-l-Fuc synthetase (21Rosano C. Bisso A. Izzo G. Tonetti M. Sturla L. De Flora A. Bolognesi M. J. Mol. Biol. 2000; 303: 77-91Crossref PubMed Scopus (44) Google Scholar, 22Somers W.S. Stahl M.L. Sullivan F.X. Structure (Lond.). 1998; 6: 1601-1612Abstract Full Text Full Text PDF PubMed Scopus (69) Google Scholar) (280 and 38.6 μm, respectively). In contrast to the GDP-Man 4′,6′-dehydratase (23Sturla L. Bisso A. Zanardi D. Benatti U. De Flora A. Tonetti M. FEBS Lett. 1997; 412: 126-130Crossref PubMed Scopus (64) Google Scholar) and GDP-l-Fuc synthetase (24Menon S. Stahl M. Kumar R. Xu G.-Y. Sullivan F. J. Biol. Chem. 1999; 274: 26743-26750Abstract Full Text Full Text PDF PubMed Scopus (32) Google Scholar) of E. coli, the epimerase is strongly inhibited by GDP and GDP-Glc in a competitive manner, with respective Ki values of 0.7 μm (Fig. 1C) and 5 μm (data not shown). The enzyme recognizes the purine moiety of GDP-derivatives since an adenosine derivative, ADP-d-Glc, had no effect on the enzyme activity. Surprisingly, only a partial inhibition was observed with GDP-l-Fuc (I50 = 70 μm; Fig. 1D), even at 1 mm concentration (Table I). The sigmoidal inhibition curve with GDP-l-Fuc (Fig. 1D) is reminiscent of a feedback regulation observed in the biosynthesis of NDP-6-deoxyhexoses in bacteria (25Melo A. Glaser L. J. Biol. Chem. 1965; 240: 398-405Abstract Full Text PDF PubMed Google Scholar, 26Kornfeld R.H. Ginsburg V. Biochim. Biophys. Acta. 1966; 117: 79-87Crossref PubMed Scopus (46) Google Scholar, 27Blankenfeldt W. Asuncion M. Lam J.S. Naismith J.H. EMBO J. 2000; 19: 6652-6663Crossref PubMed Scopus (162) Google Scholar). Like CDP-Glc 4′,6′-dehydratase of Yersinia pseudotuberculosis (28He X. Thorson J.S. Liu H.-W. Biochemistry. 1996; 35: 4721-4731Crossref PubMed Scopus (39) Google Scholar), the purified epimerase was stimulated by exogenously added oxidized forms of nicotinamide-adenine dinucleotides, NAD+ and NADP+ (145 and 110% of control, respectively), and inhibited by their reduced forms, NADH and NADPH (78 and 88% of control, respectively) (Table I). Physiological concentrations (1 mm) of l-AA, a reducing agent and the end product of the pathway, inhibited the epimerase activity by 15% (Table I). In agreement with that, a feedback inhibition of the l-AA biosynthesis was clearly observed in vivo, since feeding A. thaliana cells with exogenous l-AA resulted in an increased level of the intracellular l-AA and a decreased incorporation of the [14C]Man label into l-AA (Table II). The partial inhibition of the epimerase by l-AA might be explained in terms of “reductive inhibition” (29Gabriel O. Trends Biochem. Sci. 1978; 3: 193-195Abstract Full Text PDF Scopus (7) Google Scholar), i.e. as an l-AA-dependent reduction of the enzyme-NAD+ complex in the absence of the nucleotide sugar. However, the same degree of inhibition (14%) was observed in the presence of 1 mm l-galactono-1,4-lactone (Table I), whereas d-isoascorbic acid and l-galactose had no effect. These facts suggest the existence of a stereospecific mechanism of the enzyme inhibition by sugar lactones.Table IGDP-Man 3′,5′ -epimerase activity in the presence of effectorsCompoundEpimerase activity1 mm% of controlNo addition100GDP0GDP-d-glucose0GDP-l-fucose37NADH78NADPH88NADP110NAD145l-ascorbic acid85l-galactono-1,4-lactone86 Open table in a new tab Table IIEffect of exogenous L-ascorbic acid l-AA and precursors on its de novo biosynthesis and cellular content in A. thaliana cell suspensionsCompoundCold l-AA (nmol/g fw)14C-labeled l-AA (10233 × cpm/mg fw)% of controlControl (no addition)212 (100)1342 (100)l-Gulose403 (190)872 (65)l-Galactose668 (315)423 (32)l-Galactono-1,4-lactone360 (170)790 (59)l-Gulono-1,4-lactone345 (165)722 (54)l-AA1764 (832)448 (33) Open table in a new tab We cloned the epimerase gene of A. thaliana (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar) and affinity-purified the recombinant His- and GST-tagged proteins from E. coli host submitted to a “reversed” heat-shock. Of the recombinant epimerase protein (3 mg/liter of culture), 90% were found in the soluble fraction, but only 30% of the total activity were retained on the affinity columns probably because of interactions with other proteins. Analysis of the affinity-purified enzyme by SDS-PAGE (Fig. 1B) followed by mass spectroscopy identification of the protein bands revealed the presence of the major GDP-Man 3′,5′-epimerase band and of a weak 70-kDa band corresponding to DnaK, a Hsp70 chaperone of E. coli (the tryptic peptides identified are TTPSIIAYTQDGETLVGQPAK, IINEPTAAALAYGLDK, and SLGQFNLDGINPAPR) Thus, the recombinant epimerase could interact with a Hsp70 molecular chaperone. During purification of the native GDP-Man 3′,5′-epimerase from A. thaliana cell suspensions (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar), a 70-kDa chaperone (DnaK ortholog) co-purified with the epimerase throughout the whole procedure and was identified in the NaCl eluate from Blue-Sepharose as a cytosolic Hsc70.3 heat-shock cognate protein of Arabidopsis (At3g-09440; the identified tryptic peptides are NQVAMNPINTVFDAK, NAVVTVPAYFNDSQR, DAGVIAGLNVMR, VQQLLVDFFNGK, and FELSGIPPAPR). The majority of the Hsc70 protein was separated from the epimerase by gel filtration. This step resulted in a 10-fold decrease of the epimerase activity, possibly because of not only the partial loss of the NAD cofactor (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar) but also the disruption of interactions with the Hsc70 chaperone. The steady-state parameters of the recombinant GST- and His-tagged epimerase were comparable with those of the native enzyme, although the recombinant enzymes were catalytically less efficient (Fig. 1A). The Vmax of the native enzyme was low, suggesting a rate-limiting enzyme. The overall catalytic efficiency of GDP-Man 3′,5′-epimerase, expressed as kcat/Km (9.1 s–1 mm–1), was fairly good and comparable with that reported for the GDP-l-Fuc synthetase of E. coli (21Rosano C. Bisso A. Izzo G. Tonetti M. Sturla L. De Flora A. Bolognesi M. J. Mol. Biol. 2000; 303: 77-91Crossref PubMed Scopus (44) Google Scholar). Formation of GDP-l-Gulose by the GDP-Man 3′,5′-Epimerase of A. thaliana—The most intriguing observation was the variation of the apparent equilibrium constant Keq′ (from 0.1 to 1.5) measured for different preparations of the recombinant epimerase. Similar variations of Keq′ but in a narrower range (from 0.1 to 0.4) were observed with preparations of the native epimerase from A. thaliana. Also, an unexplained anomaly with the measured Keq′ values for the reverse reaction was reported for the epimerase of Chlorella sp. (20Hebda P.A. Behrman E.J. Barber G.A. Arch. Biochem. Biophys. 1979; 194: 496-502Crossref PubMed Scopus (22) Google Scholar). Fig. 2A, panel a, shows the HPLC profile of the reaction products at the equilibrium obtained with the affinity-purified epimerase. The measured ratio (Keq′) of the epimerization product(s) to the GDP-Man substrate was 0.6. If GDP-l-Gal were the only epimerization product, then a similar ratio (0.6) should be obtained for the mild acid-released 14C-labeled l-Gal versusd-Man. The measured l-Gal to d-Man ratio was only 0.35 (Fig. 2A, panel b), fact that indicated that the Man peak contained an unknown component. This component was separated from d-Man and co-migrated with l-gulose standard (Fig. 2A, panel c). Therefore, we conclude that the epimerase reaction mixture contained at equilibrium GDP-d-Man, GDP-l-Gal, and GDP-l-Gul in a respective ratio of 1:0.4:0.2. A similar analysis of the epimerization products obtained with an epimerase-containing 55–70% ammonium sulfate fraction from A. thaliana cell suspensions revealed the presence of GDP-d-Man, GDP-l-Gal, and GDP-l-Gul in a ratio of 1:0.18:0.09 (results not shown). Fig. 2B shows the HPLC profiles of the epimerase reaction products obtained with a crude recombinant enzyme (90% ammonium sulfate fraction) and the relative ratios of the GDP-hexoses formed. In this case the reaction was shifted toward the GDP-l-Gul formation and the relative ratios of GDP-d-Man, GDP-l-Gal, and GDP-l-Gul at the equilibrium were 1:0.4: 1.1 (Fig. 2B). Our results demonstrate that the GDP-Man 3′,5′-epimerase reaction can be dissected into at least two distinct epimerization reactions leading to the formation of two discrete products: GDP-l-Gal and GDP-l-Gul (Fig. 3). The fate of the epimerization seems to depend on the molecular form of the enzyme, probably as a result of its interactions with other proteins. Synthesis of l-AA from l-Gulose and l-Gulono-1,4-lactone by Plant Cells—In contrast to l-Gal, which is a minor constituent of plants, l-Gul, as far as we know, has never been reported in plants. Therefore, GDP-l-Gul might be dedicated to the biosynthesis of l-AA. To test this hypothesis, we supplied A. thaliana cells with cold l-Gul or l-gulono-1,4-lactone and measured the level of cold l-AA in the cells. As reported earlier for cress seedlings, preincubation with l-gulono-1,4-lactone (30Isherwood F.A. Chen Y.T. Mapson L.W. Biochem. J. 1954; 56: 1-15Crossref PubMed Scopus (76) Google Scholar) but also with l-Gul resulted in an increased level of vitamin C, and l-gulono-1,4-lactone was as efficient a precursor of l-AA as was l-galactono-1,4-lactone (Table II). Moreover, in the presence of cold precursors, a decreased incorporation of the [14C]Man label into vitamin C was observed (Table II), as expected for biosynthetic intermediates. l-AA inhibited its own biosynthesis (Table II) by a feedback mechanism apparently at the level of GDP-Man 3′,5′-epimerase (Table I). We demonstrated, therefore, that l-Gul and l-gulono-1,4-lactone are converted into l-AA by A. thaliana cell suspensions. The l-Gal dehydrogenase can use l-Gul as substrate (12Gatzek S. Wheeler G.L. Smirnoff N. Plant J. 2002; 30: 541-553Crossref PubMed Scopus (201) Google Scholar). However, the mitochondrial l-galactono-1,4-lactone dehydrogenase is highly specific and does not oxidize l-gulono-1,4-lactone (8Østergaard J. Persiau G. Davey M.W. Bauw G. Van Montagu M. J. Biol. Chem. 1997; 272: 30009-30016Abstract Full Text Full Text PDF PubMed Scopus (124) Google Scholar, 9Imai T. Karita S. Shiratori G.-I. Hattori M. Nunome T. Ôba K. Hirai M. Plant Cell Physiol. 1998; 39: 1350-1358Crossref PubMed Scopus (87) Google Scholar). Therefore, A. thaliana cells must possess another enzyme able to convert l-gulono-1,4-lactone to l-AA. l-Gulono-1,4-lactone dehydrogenase activity was reported in the cytosolic fraction of Euglena sp. (31Shigeoka S. Nakano Y. Kitaoka S. Agric. Biol. Chem. 1979; 43: 2187-2188Google Scholar) and in the mitochondrial fraction obtained from potato tubers (14Ôba K. Fukui M. Imai Y. Iriyama S. Nogami K. Plant Cell Physiol. 1994; 35: 473-478Google Scholar). In agreement with Ôba et al. (14Ôba K. Fukui M. Imai Y. Iriyama S. Nogami K. Plant Cell Physiol. 1994; 35: 473-478Google Scholar), we could detect the l-gulono-1,4-lactone dehydrogenase activity (0.66 milliunit/g of tissue) in the mitochondrial fraction from potato tubers (Table III). This activity represented about 30% that of l-galactono-1,4-lactone dehydrogenase measured with l-galactono-1,4-lactone as substrate (2.16 milliunits/g of tissue). Surprisingly, we found that the majority (75%) of l-gulono-1,4-lactone dehydrogenase activity (4.51 milliunits/g of tissue) was present in the cytosolic fraction from potato tubers (Table III). The cytosolic enzyme(s) could use l-galactono-1,4-lactone as substrate, and this activity represented 90% that measured with l-gulono-1,4-lactone. These facts point to the existence of differently localized isozymes.Table IIIl-Gulono-1,4-lactone dehydrogenase activity in cellular fractions from potato tubersSubstratel-gulono-1,4-lactone dehydrogenase activityCytosolic fractionMitochondrial fractionmilliunits/g of tissuel-gulono-1,4-lactone4.510.66l-galactono-1,4-lactone4.062.16 Open table in a new tab The biochemical characterization of the GDP-Man 3′,5′-epimerase of A. thaliana has brought new insights into the de novo biosynthesis of l-AA and its regulation. The unexpected partial inhibition of the epimerase by GDP-l-Fuc (Fig. 1D) could be of paramount importance because, even at high concentration of GDP-l-Fuc in the cell, the epimerase would still supply GDP-l-Gal/GDP-l-Gul substrates necessary for the de novo synthesis of l-AA. The complex type of inhibition by GDP-l-Fuc could also play a role in the regulation of the cell wall biosynthesis in plants. In the presence of high concentrations of GDP-l-Fuc, the cellular level of the GDP-l-Gal precursor will be low, thus resulting in a lesser incorporation of l-Gal into glycoconjugates. Indeed, in the l-Fuc-deficient mur1 mutant of Arabidopsis, which lacks the GDP-Man 4′,6′-dehydratase activity (32Bonin C.P. Potter I. Vanzin G.F. Reiter W.-D. Proc. Natl. Acad. Sci. U. S. A. 1997; 94: 2085-2090Crossref PubMed Scopus (190) Google Scholar) catalyzing the first step in the GDP-l-Fuc pathway (Fig. 4), l-Gal replaces l-Fuc in xyloglucans (33Zablackis E. York W.S. Pauly M. Hantus S. Reiter W.-D. Chapple C.C.S. Albersheim P. Darvill A. Science. 1996; 272: 1808-1810Crossref PubMed Scopus (121) Google Scholar) and N-glycans (34Rayon C. Cabanes-Macheteau M. Loutelier-Bourhis C. Salliot-Maire I. Lemoine J. Reiter W.-D. Lerouge P. Faye L. Plant Physiol. 1999; 119: 725-733Crossref PubMed Scopus (79) Google Scholar). We observed that the epimerase is stimulated by the oxidized forms of nicotinamide adenine dinucleotides (NAD+/NADP+) but inhibited by their reduced forms (NADH/NADPH) and by l-AA (Table I). Because the NAD binding motif (GAGGFI) present within the epimerase sequence is a modified version of the common Rossmann consensus (GXGXXG) found in other members of the short chain dehydrogenase/reductase family (35Scrutton N.S. Berry A. Perham R.N. Nature. 1990; 343: 38-43Crossref PubMed Scopus (646) Google Scholar), this feature could be responsible for a lower affinity of the enzyme for the dinucleotides and the corresponding stimulation/inhibition effects. Moreover, our in vivo experiments demonstrated a feedback inhibition in the vitamin C pathway (Table II). A feedback inhibition was suggested by others (36Pallanca J.E. Smirnoff N. J. Exp. Bot. 2000; 51: 669-674Crossref PubMed Scopus (108) Google Scholar), but no potential target for it was indicated. The late steps of the vitamin C biosynthesis are not inhibited by the end product because exogenous l-galactose/l-gulose and l-galactono-/l-gulono-1,4-lactones are efficiently converted into l-AA (Table II). Therefore, the observed feedback inhibition must take place earlier in the pathway. GDP-Man 3′,5′-epimerase is partially inhibited by both l-AA and l-galactono-1,4-lactone in vitro (Table I). Inhibition of the reversible epimerase reaction by the end product could be of great importance because it would save the energy of the glycosyl-pyrophosphoryl linkage of the sugar nucleotide, otherwise irreversibly lost during the subsequent hydrolytic steps. We propose, therefore, that the GDP-Man 3′,5′-epimerase catalyzing the first specific step in the biosynthesis of vitamin C could undergo a feedback inhibition, sense the redox state of the cell, and play an important role in the regulation of vitamin C and cell wall/glycoproteins biosynthesis. We have shown that GDP-Man 3′,5′-epimerase produces a novel intermediate, GDP-l-Gul, in addition to the well known GDP-l-Gal (Fig. 2). Thus, the unique epimerization catalyzed by the epimerase is a complex reaction involving at least two distinct epimerization steps (Fig. 3). To our knowledge, this is the first report of a sugar epimerase releasing two different epimerization products (37Allard S.T.M. Giraud M.-F. Naismith J.H. Cell. Mol. Life Sci. 2001; 58: 1650-1665Crossref PubMed Scopus (83) Google Scholar). Both recombinant and native GDP-Man 3′,5′-epimerase of A. thaliana co-purified with Hsp70 heat-shock proteins (E. coli DnaK and A. thaliana Hsc70.3, respectively). The Hsc70 heat-shock protein of Arabidopsis is constitutively expressed and stress-inducible (38Wu S.-H. Wang C. Chen. J. Lin B.-L. Plant Mol. Biol. 1994; 25: 577-583Crossref PubMed Scopus (26) Google Scholar). The highly conserved, ubiquitous Hsp70 chaperones play a key role in protection and adaptation to stress by participating in folding and unfolding of misfolded and native-state proteins (39Hartl F.U. Hayer-Hartl M. Science. 2002; 295: 1852-1858Crossref PubMed Scopus (2799) Google Scholar), disassembly of regulatory complexes (40Freeman B.C. Yamamoto K.R. Science. 2002; 296: 2232-2235Crossref PubMed Scopus (350) Google Scholar), and regulation of protein/enzyme activity (41Morishima Y. Murphy P.J.M. Li D.-P. Sanchez E.R. Pratt W.B. J. Biol. Chem. 2000; 275: 18054-18060Abstract Full Text Full Text PDF PubMed Scopus (139) Google Scholar, 42Haus U. Trommler P. Fisher P.R. Hartmann H. Lottspeich F. Noegel A.A. Schleicher M. EMBO J. 1993; 12: 3763-3771Crossref PubMed Scopus (50) Google Scholar, 43Lutz W. Kohno K. Kumar R. Biochem. Biophys. Res. Commun. 2001; 282: 1211-1219Crossref PubMed Scopus (23) Google Scholar, 44Yan W. Frank C.L. Korth M.J. Sopher B.L. Novoa I. Ron D. Katze M.G. Proc. Natl. Acad. Sci. U. S. A. 2002; 99: 15920-15925Crossref PubMed Scopus (305) Google Scholar). Significantly, increased vitamin C levels of Arabidopsis leaves in response to heat shock were reported (45Panchuk I.I. Volkov R.A. Schöffl F. Plant Physiol. 2002; 129: 838-853Crossref PubMed Scopus (364) Google Scholar), and an overexpression of the bacterial DnaK chaperone improved the salt and heat tolerance of transgenic tobacco (46Sugino M. Hibino T. Tanaka Y. Nii N. Takabe T. Takabe T. Plant Sci. 1999; 137: 81-88Crossref Scopus (68) Google Scholar, 47Ono K. Hibino T. Kohinata T. Suzuki S. Tanaka Y. Nakamura T. Takabe T. Takabe T. Plant Sci. 2001; 160: 455-461Crossref PubMed Scopus (57) Google Scholar). On the basis of its chromatographic behavior and enzymatic properties (Keq′), we could detect different molecular forms of the epimerase, although the nature of these forms is not understood. Given the known functions of molecular chaperones and the fact that epimerase could interact with Hsp70 heat-shock proteins, we speculate that the Hsc70.3 protein of A. thaliana might be implicated in folding and/or regulation of the epimerase. l-Gulose is an extremely rare sugar. It is present in two bacterial products, a glycolipid of Thermoplasma acidophilum (archaeobacteria) (48Swain M. Brisson J.-R. Sprott G.D. Cooper F.P. Patel G.B. Biochim. Biophys. Acta. 1997; 1345: 56-64Crossref PubMed Scopus (70) Google Scholar) and in the bleomycin of Streptomyces verticillus (Actinomycetales) (49Du L. Sánchez C. Chen M. Edwards D.J. Shen B. Chem. Biol. 2000; 7: 623-642Abstract Full Text Full Text PDF PubMed Scopus (242) Google Scholar), the synthesis of which involves the BlmG gene product, a close homolog of the plant epimerase (11Wolucka B.A. Persiau G. Van Doorsselaere J. Davey M.W. Demol H. Vandekerckhove J. Van Montagu M. Zabeau M. Boerjan W. Proc. Natl. Acad. Sci. U. S. A. 2001; 98: 14843-14848Crossref PubMed Scopus (87) Google Scholar). Significantly, gulose (of unknown absolute configuration) was found also in algae, for example in a glycoprotein of Volvox (50Mengele R. Sumper M. FEBS Lett. 1992; 298: 14-16Crossref PubMed Scopus (13) Google Scholar) and in the cell walls of Chlorophyta (51Burkhard B. Melkonian M. Kemerling J.P. J. Phycol. 1998; 34: 779-787Crossref Scopus (42) Google Scholar). Because l-Gul is apparently not a structural component of plants, we searched for a possible role of GDP-l-Gul in the biosynthesis of vitamin C. The hydrolytic step(s) leading from GDP-l-Gal to free l-Gal had not been identified (7Wheeler G.L. Jones M.A. Smirnoff N. Nature. 1998; 393: 365-369Crossref PubMed Scopus (874) Google Scholar) and seems unspecific in vitro because totally different products compared with those reported (7Wheeler G.L. Jones M.A. Smirnoff N. Nature. 1998; 393: 365-369Crossref PubMed Scopus (874) Google Scholar), namely l-Fuc 1-phosphate and l-Fuc, were obtained with crude extracts of A. thaliana incubated with GDP-d-[14C]Man (13Wolucka B.A. Davey M. Boerjan W. Anal. Biochem. 2001; 294: 161-168Crossref PubMed Scopus (19) Google Scholar). Therefore, we speculate that GDP-l-Gul might undergo an enzymatic hydrolysis and release free l-Gul. Indeed, l-Gul and l-gulono-1,4-lactone are intermediates in the l-AA biosynthesis (Table II), and l-gulono-1,4-lactone dehydrogenase activity is present in plant extracts (Table III). Significantly, both gulonic and galactonic acids were present in metabolic profiles of plants (52Wagner C. Sefkow M. Kopka J. Phytochemistry. 2003; 62: 887-900Crossref PubMed Scopus (244) Google Scholar). Moreover, the Arabidopsis genome contains a family of closely related genes that show 22–24% identity with the rat l-gulono-1,4-lactone oxidase (At1g 32300, At2g 46740, At2g 46750, At2g 46760; At5g 11540, At5g 56470, and At5g 56490 (www.arabidopsis.org)). The predicted gene products contain at the N terminus a non-covalent FAD binding domain and are targeted to different cellular compartments (secretory pathway, cytosol, and mitochondria). Consequently, some of these proteins could be responsible for the observed conversion of l-gulono-1,4-lactone to l-AA. In summary, the first step of the de novo pathway for vitamin C in plants, catalyzed by GDP-Man 3′,5′-epimerase, undergoes a complex control and supplies two distinct products: GDP-l-Gal and GDP-l-Gul. We propose that, in contrast to GDP-l-Gal, which is used for the biosynthesis of glycoconjugates, GDP-l-Gul would be channeled directly into the vitamin C pathway (Fig. 4). After release, l-Gul could be oxidized to l-gulono-1,4-lactone by the l-galactose dehydrogenase (12Gatzek S. Wheeler G.L. Smirnoff N. Plant J. 2002; 30: 541-553Crossref PubMed Scopus (201) Google Scholar) or a similar enzyme. The last step of the proposed l-Gul branch, oxidation of l-gulono-1,4-lactone by an organelle-specific dehydrogenase, may take place at different cellular locations and, thus, produce l-AA in situ with no need for its intracellular transport. Further studies will be necessary to unravel the nature and specificity of the hydrolytic step(s) responsible for l-Gal/l-Gul release and to determine whether both branches, involving either l-Gal or l-Gul, function in the de novo biosynthesis of vitamin C in planta. We thank Rebecca Verbanck for graphics." @default.
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- W2000937085 title "GDP-Mannose 3′,5′-Epimerase Forms GDP-L-gulose, a Putative Intermediate for the de Novo Biosynthesis of Vitamin C in Plants" @default.
- W2000937085 cites W1513416624 @default.
- W2000937085 cites W1761977379 @default.
- W2000937085 cites W1849836964 @default.
- W2000937085 cites W1973341497 @default.
- W2000937085 cites W1979767581 @default.
- W2000937085 cites W1985069649 @default.
- W2000937085 cites W1994161864 @default.
- W2000937085 cites W1997450773 @default.
- W2000937085 cites W1998820619 @default.
- W2000937085 cites W1999992131 @default.
- W2000937085 cites W2000833133 @default.
- W2000937085 cites W2001111595 @default.
- W2000937085 cites W2004195591 @default.
- W2000937085 cites W2007823651 @default.
- W2000937085 cites W2015935547 @default.
- W2000937085 cites W2017745812 @default.
- W2000937085 cites W2024011805 @default.
- W2000937085 cites W2031285293 @default.
- W2000937085 cites W2036235329 @default.
- W2000937085 cites W2038481055 @default.
- W2000937085 cites W2042777535 @default.
- W2000937085 cites W2047934871 @default.
- W2000937085 cites W2056318214 @default.
- W2000937085 cites W2062470057 @default.
- W2000937085 cites W2067327116 @default.
- W2000937085 cites W2067657102 @default.
- W2000937085 cites W2075210096 @default.
- W2000937085 cites W2086098074 @default.
- W2000937085 cites W2087866237 @default.
- W2000937085 cites W2089179349 @default.
- W2000937085 cites W2089504971 @default.
- W2000937085 cites W2092281900 @default.
- W2000937085 cites W2094374311 @default.
- W2000937085 cites W2096966529 @default.
- W2000937085 cites W2100098975 @default.
- W2000937085 cites W2100498403 @default.
- W2000937085 cites W2100837269 @default.
- W2000937085 cites W2111404134 @default.
- W2000937085 cites W2114710769 @default.
- W2000937085 cites W2118137946 @default.
- W2000937085 cites W2139843511 @default.
- W2000937085 cites W2155142039 @default.
- W2000937085 cites W2158326801 @default.
- W2000937085 cites W2164751861 @default.
- W2000937085 cites W27750664 @default.
- W2000937085 cites W312152972 @default.
- W2000937085 cites W37621616 @default.
- W2000937085 cites W4245545654 @default.
- W2000937085 cites W4293247451 @default.
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