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Arad N, Paredes-Montero JR, Mondal MH, Ponvert N, Brown JK. RNA interference-mediated knockdown of genes involved in sugar transport and metabolism disrupts psyllid Bactericera cockerelli (Order: Hemiptera) gut physiology and results in high mortality. FRONTIERS IN INSECT SCIENCE 2023; 3:1283334. [PMID: 38469486 PMCID: PMC10926392 DOI: 10.3389/finsc.2023.1283334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 10/02/2023] [Indexed: 03/13/2024]
Abstract
Introduction The causal agent of zebra chip of potato and vein-greening diseases of tomato is "Candidatus Liberibacter solanacearum" (CLso), a fastidious bacterium transmitted by the potato psyllid. In the absence of disease-resistant cultivars, disease management has relied on minimizing vector population size to reduce CLso transmission, which requires frequent insecticide applications. There is growing interest in the use of RNA interference (RNAi) technology to supplant traditional insecticides with biopesticides. This requires knowledge of genes essential for insect livelihood whose knockdown leads to significant mortality or other phenotypes. Such candidate genes can be evaluated by reverse genetics approaches to further corroborate predicted gene function. Methods Here, five potato psyllid genes involved in sugar homeostasis in the potato psyllid gut, α-glucosidase1 (AGLU1), aquaporin2 (AQP2), facilitated trehalose transporter1 (TRET1), Trehalase1 (TRE1), and Trehalase2 (TRE2), were investigated as candidates for effective gene silencing. Potato psyllid dsRNAs were designed to optimize knockdown of gene targets. Third instar PoP nymphs were given a 48-hr ingestion-access period (IAP) on individual or groups of dsRNA in 20% sucrose. Mortality was recorded 0, 3, 5, 7, and 9 days post-IAP. Gene knockdown was analyzed 9 days post-IAP by quantitative real-time reverse-transcriptase polymerase chain reaction amplification. Results The individual or stacked dsRNA combinations resulted in 20-60% and 20-40% knockdown, respectively, while subsequent psyllid mortality ranged from 20-40% to >60% for single and stacked dsRNA combinations, respectively. Reverse genetics analysis showed that simultaneous knockdown of the five selected candidate genes with predicted functions in pathways involved in sugar-homeostasis, metabolism, and -transport yielded the highest mortality, when compared with single or combinations of targets. Discussion Results confirmed the functions afforded by psyllid gut genes responsible for osmotic homeostasis and sugar metabolism/transport are essential for livelihood, identifying them as potentially lucrative RNAi biopesticide targets and highlighted the translational relevance of targeting multiple nodes in a physiological pathway simultaneously.
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Affiliation(s)
- Neda Arad
- School of Plant Sciences, The University of Arizona, Tucson, AZ, United States
| | - Jorge R. Paredes-Montero
- School of Plant Sciences, The University of Arizona, Tucson, AZ, United States
- Facultad de Ciencias de la Vida, Escuela Superior Politécnica del Litoral, ESPOL, Guayaquil, Guayas, Ecuador
| | | | - Nathaniel Ponvert
- School of Plant Sciences, The University of Arizona, Tucson, AZ, United States
| | - Judith K. Brown
- School of Plant Sciences, The University of Arizona, Tucson, AZ, United States
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Diversity synthesis of tetrahydroprotoberberines glycosides by combined chemical and microbial catalysis. Chin J Nat Med 2017; 14:783-788. [PMID: 28236408 DOI: 10.1016/s1875-5364(16)30093-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Indexed: 11/21/2022]
Abstract
The present study was designed to construct the structurally diverse library of tetrahydroprotoberberines (THPBs) by combining the methods of chemical nonselective demethylation and microbial glycosylation. HPLC-MS/MS analyses tentatively identified 12 de-methylated and 9 glycosylated derivates of THPBs and 5 rarely oxidized glycosides of THPBs in the library. Through this effort, we achieved not only a variety of the THPBs and their glycosides but also tested the catalytic characteristics and capabilities of G. deliquescens NRRL 1086.
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Regio- and enantio-selective glycosylation of tetrahydroprotoberberines by Gliocladium deliquescens NRRL1086 resulting in unique alkaloidal glycosides. Appl Microbiol Biotechnol 2011; 93:2357-64. [DOI: 10.1007/s00253-011-3795-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2011] [Revised: 11/24/2011] [Accepted: 11/25/2011] [Indexed: 10/14/2022]
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Chen ND, Zhang J, Liu JH, Yu BY. Microbial conversion of ruscogenin by Gliocladium deliquescens NRRL1086: glycosylation at C-1. Appl Microbiol Biotechnol 2009; 86:491-7. [DOI: 10.1007/s00253-009-2315-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2009] [Revised: 10/14/2009] [Accepted: 10/14/2009] [Indexed: 12/01/2022]
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Deoxynojirimycin enhanced the transglycosylation activity of a glycosidase from the China white jade snail. J Biotechnol 2009; 139:229-35. [DOI: 10.1016/j.jbiotec.2008.12.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2008] [Revised: 10/31/2008] [Accepted: 12/09/2008] [Indexed: 11/22/2022]
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Marana SR, Andrade EHP, Ferreira C, Terra WR. Investigation of the substrate specificity of a beta-glycosidase from Spodoptera frugiperda using site-directed mutagenesis and bioenergetics analysis. ACTA ACUST UNITED AC 2004; 271:4169-77. [PMID: 15511222 DOI: 10.1111/j.1432-1033.2004.04354.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The specificity of the Spodoptera frugiperda digestive beta-glycosidase (Sfbetagly50) for fucosides, glucosides and galactosides is determined by noncovalent interactions of glycone 6-OH and glycone 4-OH with the active-site residues Q39 and E451. Site-directed mutagenesis and enzyme steady-state kinetics were described, showing that replacement of E451 with glutamine increased the preference of Sfbetagly50 for glucosides in comparison to galactosides, whereas replacing E451 with serine had the opposite effect. In contrast, the replacement of E451 with aspartate did not change Sfbetagly50 specificity. The energy of the interactions formed by these different residues with the axial and equatorial glycone 4-OH were also measured, showing that the increase in preference for galactosides resulted from a larger energy decrease in the interaction with equatorial 4-OH than with axial 4-OH (22.6 vs. 13.9 kJ x mol(-1)), whereas the increase in preference for glucosides was caused by an energy reduction in the interaction with the axial 4-OH (5.1 kJ x mol(-1)). The introduction of glutamine at position 451 or of asparagine at position 39 increased the preference of Sfbetagly50 for fucosides in comparison to galactosides, whereas the presence of aspartate or serine at position 451 had less effect on this preference. The hydrolysis of fucosides was favored because glutamine at position 451 increased a steric hindrance with 6-OH of 7.1 kJ x mol(-1) and asparagine at position 39 disrupted a favorable interaction with this same hydroxyl. In conclusion, it is proposed that the specificity of new beta-glycosidase mutants can be predicted by combining and adding energy of the enzyme-substrate interactions evaluated in the present study.
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Affiliation(s)
- Sandro R Marana
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, São Paulo, Brazil.
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Berrin JG, Czjzek M, Kroon PA, McLauchlan WR, Puigserver A, Williamson G, Juge N. Substrate (aglycone) specificity of human cytosolic beta-glucosidase. Biochem J 2003; 373:41-8. [PMID: 12667141 PMCID: PMC1223474 DOI: 10.1042/bj20021876] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2002] [Revised: 03/17/2003] [Accepted: 04/01/2003] [Indexed: 11/17/2022]
Abstract
Human cytosolic beta-glucosidase (hCBG) is a xenobiotic-metabolizing enzyme that hydrolyses certain flavonoid glucosides, with specificity depending on the aglycone moiety, the type of sugar and the linkage between them. Based upon the X-ray structure of Zea mays beta-glucosidase, we generated a three-dimensional model of hCBG by homology modelling. The enzyme exhibited the (beta/alpha)(8)-barrel fold characteristic of family 1 beta-glucosidases, with structural differences being confined mainly to loop regions. Based on the substrate specificity of the human enzymes, sequence alignment of family 1 enzymes and analysis of the hCBG structural model, we selected and mutated putative substrate (aglycone) binding site residues. Four single mutants (Val(168)-->Tyr, Phe(225)-->Ser, Tyr(308)-->Ala and Tyr(308)-->Phe) were expressed in Pichia pastoris, purified and characterized. All mutant proteins showed a decrease in activity towards a broad range of substrates. The Val(168)-->Tyr mutation did not affect K (m) on p -nitrophenyl ( p NP)-glycosides, but increased K (m) 5-fold on flavonoid glucosides, providing the first biochemical evidence supporting a role for this residue in aglycone-binding of the substrate, a finding consistent with our three-dimensional model. The Phe(225)-->Ser and Tyr(308)-->Ala mutations, and, to a lesser degree, the Tyr(308)-->Phe mutation, resulted in a drastic decrease in specific activities towards all substrates tested, indicating an important role of those residues in catalysis. Taken together with the three-dimensional model, these mutation studies identified the amino-acid residues in the aglycone-binding subsite of hCBG that are essential for flavonoid glucoside binding and catalysis.
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Affiliation(s)
- Jean-Guy Berrin
- Institute of Food Research, Colney Lane, Norwich NR4 7UA, UK
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Cristofoletti PT, Ribeiro AF, Deraison C, Rahbé Y, Terra WR. Midgut adaptation and digestive enzyme distribution in a phloem feeding insect, the pea aphid Acyrthosiphon pisum. JOURNAL OF INSECT PHYSIOLOGY 2003; 49:11-24. [PMID: 12770012 DOI: 10.1016/s0022-1910(02)00222-6] [Citation(s) in RCA: 155] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Transmission electron micrographs of the pea aphid midgut revealed that its anterior region has cells with an apical complex network of lamellae (apical lamellae) instead of the usual regularly-arranged microvilli. These apical lamellae are linked to one another by trabeculae. Modified perimicrovillar membranes (MPM) are associated with the lamellae and project into the lumen. Trabeculae and MPM become less conspicuous along the midgut. The most active A. pisum digestive enzymes are membrane-bound. An aminopeptidase (APN) is described elsewhere. An alpha-glucosidase (alpha-Glu) has a molecular mass of 72 kDa, pH optimum 6.0 and catalyzes in vitro transglycosylations in the presence of an excess of the substrate sucrose. There is a major cysteine proteinase activity (CP) on protein substrates that has a molecular mass of 40 kDa, pH optimum 5.5, is inhibited by E-64 and chymostatin and is activated by EDTA+cysteine. The enzyme is more active against carbobenzoxy-Phe-Arg-4-methylcoumarin-7-amide (ZFRMCA) than against ZRRMCA. These features identify the purified CP as a cathepsin-L-like cysteine proteinase. Most CP is found in the anterior midgut, whereas alpha-Glu and APN predominate in the posterior midgut. With the aid of antibodies, alpha-Glu and CP were immunolocalized in cell vesicles and MPM, whereas APN was localized in vesicles, apical lamellae and MPM. The data suggest that the anterior midgut is structurally reinforced to resist osmotic pressures and that the transglycosylating alpha-Glu, together with CP and APN are bound to MPM, thus being both distributed over a large surface and prevented from excretion with honeydew. alpha-Glu frees glucose from sucrose without increasing the osmolarity, and CP and APN may process toxins or other proteins occasionally present in phloem.
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Affiliation(s)
- Plinio T Cristofoletti
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, C.P. 26077, 05513-970 São Paulo, Brazil
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Saloheimo M, Kuja-Panula J, Ylösmäki E, Ward M, Penttilä M. Enzymatic properties and intracellular localization of the novel Trichoderma reesei beta-glucosidase BGLII (cel1A). Appl Environ Microbiol 2002; 68:4546-53. [PMID: 12200312 PMCID: PMC124102 DOI: 10.1128/aem.68.9.4546-4553.2002] [Citation(s) in RCA: 104] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
This paper describes the characterization of an intracellular beta-glucosidase enzyme BGLII (Cel1a) and its gene (bgl2) from the cellulolytic fungus Trichoderma reesei (Hypocrea jecorina). The expression pattern of bgl2 is similar to that of other cellulase genes known from this fungus, and the gene would appear to be under the control of carbon catabolite repression mediated by the cre1 gene. The BGLII protein was produced in Escherichia coli, and its enzymatic properties were analyzed. It was shown to be a specific beta-glucosidase, having no beta-galactosidase side activity. It hydrolyzed both cellotriose and cellotetraose. BGLII exhibited transglycosylation activity, producing mainly cellotriose from cellobiose and sophorose and cellobiose from glucose. Antibodies raised against BGLII showed the presence of the enzyme in T. reesei cell lysates but not in the culture supernatant. Activity measurements and Western blot analysis of T. reesei strains expressing bgl2 from a constitutive promoter further confirmed the intracellular localization of this beta-glucosidase.
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Marana SR, Terra WR, Ferreira C. The role of amino-acid residues Q39 and E451 in the determination of substrate specificity of the Spodoptera frugiperda beta-glycosidase. EUROPEAN JOURNAL OF BIOCHEMISTRY 2002; 269:3705-14. [PMID: 12153567 DOI: 10.1046/j.1432-1033.2002.03061.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The design of beta-glycosidases with planed substrate specificity for biotechnological application has received little attention. This is mostly a consequence of the lack of data on the molecular basis of the beta-glycosidase specificity, namely data on the energy of the noncovalent interactions in the enzyme-transition state complex. In an attempt to fill this gap, site-directed mutagenesis and enzyme steady-state kinetic experiments with different substrates were conducted, using as model a digestive beta-glycosidase (glycoside hydrolase family 1) from Spodoptera frugiperda (Lepidoptera) (Sfbetagly50). The active site of this enzyme was modeled based on its sequence and on crystallographic data of similar enzymes. Energy of noncovalent interactions in transition state between Sfbetagly50 amino acids and glycone hydroxyls was determined. Sfbetagly50 residue E451 seems to be a key residue in determining beta-glycosidase preference for glucosides vs. galactosides based on the following data: (a) The energy of the noncovalent interaction between glycone equatorial hydroxyl 4 with E451 in the transition state is about 60% higher than its interaction with Q39. (b) The energy of the E451-hydroxyl 4 interaction decreases more than the Q39-hydroxyl 4 interaction when hydroxyl 4 is changed from equatorial to axial position. (c) A Sfbetagly50 mutant, where E451 was substituted by A, hydrolyzes galactosides faster than glucosides. It was also shown that glycone hydroxyl 6 interacts favorably with Q39, but not with E451, probably due to steric hindrance. These interactions result in the beta-glycosidase hydrolyzing fucosides (6-deoxygalactosides) faster than glucosides and galactosides.
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Affiliation(s)
- Sandro R Marana
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, CP 26077, São Paulo, 05513-970, Brazil.
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Nakatani H. Analysis of glycosidase-catalyzed transglycosylation reaction using probabilistic model. Arch Biochem Biophys 2001; 385:387-91. [PMID: 11368021 DOI: 10.1006/abbi.2000.2161] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
General mechanism of transglycosylation reaction by glycosidases contains branched paths to form and destroy the glycosylated intermediate. The probabilistic model was applied for the simulation and analysis of the transglycosylation mechanism. The model is composed of a single enzyme molecule and finite amounts of substrates and water molecules mimicking the possible smallest enzyme-catalyzed reaction system in a microcompartment. Using random numbers and probabilities, progress of distribution of reactants and products can be simulated and predicted with minimum adjustable parameters. Experimental data of beta-xylosidase and beta-glucosidase reactions were quantitatively analyzed with the simple scheme. Since the algorithm and simulation procedures are simple, the model is applicable to related complicated enzyme mechanisms containing many branched reaction paths.
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Affiliation(s)
- H Nakatani
- Faculty of Agriculture, Kyoto University, Japan
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Marana SR, Jacobs-Lorena M, Terra WR, Ferreira C. Amino acid residues involved in substrate binding and catalysis in an insect digestive beta-glycosidase. BIOCHIMICA ET BIOPHYSICA ACTA 2001; 1545:41-52. [PMID: 11342030 DOI: 10.1016/s0167-4838(00)00260-0] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
A beta-glycosidase (M(r) 50000) from Spodoptera frugiperda larval midgut was purified, cloned and sequenced. It is active on aryl and alkyl beta-glucosides and cellodextrins that are all hydrolyzed at the same active site, as inferred from experiments of competition between substrates. Enzyme activity is dependent on two ionizable groups (pK(a1)=4.9 and pK(a2)=7.5). Effect of pH on carbodiimide inactivation indicates that the pK(a) 7.5 group is a carboxyl. k(cat) and K(m) values were obtained for different p-nitrophenyl beta-glycosides and K(i) values were determined for a range of alkyl beta-glucosides and cellodextrins, revealing that the aglycone site has three subsites. Binding data, sequence alignments and literature beta-glycosidase 3D data supported the following conclusions: (1) the groups involved in catalysis were E(187) (proton donor) and E(399) (nucleophile); (2) the glycone moiety is stabilized in the transition state by a hydrophobic region around the C-6 hydroxyl and by hydrogen bonds with the other equatorial hydroxyls; (3) the aglycone site is a cleft made up of hydrophobic amino acids with a polar amino acid only at its first (+1) subsite.
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Affiliation(s)
- S R Marana
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, Brazil
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Yernool DA, McCarthy JK, Eveleigh DE, Bok JD. Cloning and characterization of the glucooligosaccharide catabolic pathway beta-glucan glucohydrolase and cellobiose phosphorylase in the marine hyperthermophile Thermotoga neapolitana. J Bacteriol 2000; 182:5172-9. [PMID: 10960102 PMCID: PMC94666 DOI: 10.1128/jb.182.18.5172-5179.2000] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Characterization in Thermotoga neapolitana of a catabolic gene cluster encoding two glycosyl hydrolases, 1,4-beta-D-glucan glucohydrolase (GghA) and cellobiose phosphorylase (CbpA), and the apparent absence of a cellobiohydrolase (Cbh) suggest a nonconventional pathway for glucan utilization in Thermotogales. GghA purified from T. neapolitana is a 52.5-kDa family 1 glycosyl hydrolase with optimal activity at pH 6.5 and 95 degrees C. GghA releases glucose from soluble glucooligomers, with a preference for longer oligomers: k(cat)/K(m) values are 155.2, 76.0, and 9.9 mM(-1) s(-1) for cellotetraose, cellotriose, and cellobiose, respectively. GghA has broad substrate specificity, with specific activities of 236 U/mg towards cellobiose and 251 U/mg towards lactose. With p-nitrophenyl-beta-glucoside as the substrate, GghA exhibits biphasic kinetic behavior, involving both substrate- and end product-directed activation. Its capacity for transglycosylation is a factor in this activation. Cloning of gghA revealed a contiguous upstream gene (cbpA) encoding a 93.5-kDa cellobiose phosphorylase. Recombinant CbpA has optimal activity at pH 5.0 and 85 degrees C. It has specific activity of 11.8 U/mg and a K(m) of 1.42 mM for cellobiose, but shows no activity towards other disaccharides or cellotriose. With its single substrate specificity and low K(m) for cellobiose (compared to GghA's K(m) of 28.6 mM), CbpA may be the primary enzyme for attacking cellobiose in Thermotoga spp. By phosphorolysis of cellobiose, CbpA releases one activated glucosyl molecule while conserving one ATP molecule per disaccharide. CbpA is the first hyperthermophilic cellobiose phosphorylase to be characterized.
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Affiliation(s)
- D A Yernool
- Department of Biochemistry and Microbiology, Cook College, Rutgers University, New Brunswick, New Jersey 08901, USA
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Lambert N, Kroon PA, Faulds CB, Plumb GW, McLauchlan WR, Day AJ, Williamson G. Purification of cytosolic beta-glucosidase from pig liver and its reactivity towards flavonoid glycosides. BIOCHIMICA ET BIOPHYSICA ACTA 1999; 1435:110-6. [PMID: 10561542 DOI: 10.1016/s0167-4838(99)00213-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Flavonoid glycosides are common dietary components which may have health-promoting activities. The metabolism of these compounds is thought to influence their bioactivity and uptake from the small intestine. It has been suggested that the enzyme cytosolic beta-glucosidase could deglycosylate certain flavonoid glycosides. To test this hypothesis, the enzyme was purified to homogeneity from pig liver for the first time. It was found to have a molecular weight (55 kDa) and specific activity (with p-nitrophenol glucoside) consistent with other mammalian cytosolic beta-glucosidases. The pure enzyme was indeed found to deglycosylate various flavonoid glycosides. Genistein 7-glucoside, daidzein 7-glucoside, apigenin 7-glucoside and naringenin 7-glucoside all acted as substrates, but we were unable to detect activity with naringenin 7-rhamnoglucoside. Quercetin 4'-glucoside was a substrate, but neither quercetin 3, 4'-diglucoside, quercetin 3-glucoside nor quercetin 3-rhamnoglucoside were deglycosylated. Estimates of K(m) ranged from 25 to 90 microM while those for V(max) were about 10% of that found with the standard artificial substrate p-nitrophenol glucoside. The non-substrate quercetin 3-glucoside was found to partially inhibit deglycosylation of quercetin 4'-glucoside, but it had no effect upon activity with p-nitrophenol glucoside. This study confirms that mammalian cytosolic beta-glucosidase can deglycosylate some, but not all, common dietary flavonoid glycosides. This enzyme may, therefore, be important in the metabolism of these compounds.
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Affiliation(s)
- N Lambert
- Cellular Metabolism Section, Diet, Health and Consumer Sciences Division, Institute of Food Research, Norwich Research Park, Colney, Norwich, UK
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