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Repecka D, Jauniskis V, Karpus L, Rembeza E, Rokaitis I, Zrimec J, Poviloniene S, Laurynenas A, Viknander S, Abuajwa W, Savolainen O, Meskys R, Engqvist MKM, Zelezniak A. Expanding functional protein sequence spaces using generative adversarial networks. NAT MACH INTELL 2021. [DOI: 10.1038/s42256-021-00310-5] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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2
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Abstract
The mercapturic acid pathway is a major route for the biotransformation of xenobiotic and endobiotic electrophilic compounds and their metabolites. Mercapturic acids (N-acetyl-l-cysteine S-conjugates) are formed by the sequential action of the glutathione transferases, γ-glutamyltransferases, dipeptidases, and cysteine S-conjugate N-acetyltransferase to yield glutathione S-conjugates, l-cysteinylglycine S-conjugates, l-cysteine S-conjugates, and mercapturic acids; these metabolites constitute a "mercapturomic" profile. Aminoacylases catalyze the hydrolysis of mercapturic acids to form cysteine S-conjugates. Several renal transport systems facilitate the urinary elimination of mercapturic acids; urinary mercapturic acids may serve as biomarkers for exposure to chemicals. Although mercapturic acid formation and elimination is a detoxication reaction, l-cysteine S-conjugates may undergo bioactivation by cysteine S-conjugate β-lyase. Moreover, some l-cysteine S-conjugates, particularly l-cysteinyl-leukotrienes, exert significant pathophysiological effects. Finally, some enzymes of the mercapturic acid pathway are described as the so-called "moonlighting proteins," catalytic proteins that exert multiple biochemical or biophysical functions apart from catalysis.
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Affiliation(s)
- Patrick E Hanna
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, USA
| | - M W Anders
- Department of Pharmacology and Physiology, University of Rochester Medical Center, Rochester, NY, USA
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Baruteau J, Hargreaves I, Krywawych S, Chalasani A, Land JM, Davison JE, Kwok MK, Christov G, Karimova A, Ashworth M, Anderson G, Prunty H, Rahman S, Grünewald S. Successful reversal of propionic acidaemia associated cardiomyopathy: evidence for low myocardial coenzyme Q10 status and secondary mitochondrial dysfunction as an underlying pathophysiological mechanism. Mitochondrion 2014; 17:150-6. [PMID: 25010387 DOI: 10.1016/j.mito.2014.07.001] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Revised: 05/07/2014] [Accepted: 07/01/2014] [Indexed: 12/30/2022]
Abstract
Dilated cardiomyopathy is a rare complication in propionic acidaemia (PA). Underlying pathophysiological mechanisms are poorly understood. We present a child of Pakistani consanguineous parents, diagnosed with late-onset PA at 18months of age. He presented a mild phenotype, showed no severe further decompensations, normal growth and psychomotor development on a low protein diet and carnitine supplementation. At 15years, a mildly dilated left ventricle was noticed. At 17years he presented after a 2-3month history of lethargy and weight loss with severe decompensated dilated cardiomyopathy. He was stabilised on inotropic support and continuous haemofiltration; a Berlin Heart biventricular assist device was implanted. He received d,l-hydroxybutyrate 200mg/kg/day, riboflavin and thiamine 200mg/day each and coenzyme Q10 (CoQ10). Myocardial biopsy showed endocardial fibrosis, enlarged mitochondria, with atypical cristae and slightly low respiratory chain (RC) complex IV activity relative to citrate synthase (0.012, reference range 0.014-0.034). Myocardial CoQ10 was markedly decreased (224pmol/mg, reference range 942-2738), with a marginally decreased white blood cell level (34pmol/mg reference range 37-133). The dose of CoQ10 was increased from 1.5 to 25mg/kg/day. Cardiomyopathy slowly improved allowing removal of the external mechanical cardiac support after 67days. We demonstrate for the first time low myocardial CoQ10 in cardiomyopathy in PA, highlighting secondary mitochondrial impairment as a relevant causative mechanism. According to these findings, a high-dose CoQ10 supplementation could be a potential adjuvant therapeutic to be considered in PA-related cardiomyopathy.
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Affiliation(s)
- J Baruteau
- Metabolic Medicine Department, Great Ormond Street Hospital, London, UK.
| | - I Hargreaves
- Neurometabolic Laboratory, National Hospital for Neurology and Neurosurgery, London, UK
| | - S Krywawych
- Chemical Pathology, Great Ormond Street Hospital, London, UK
| | - A Chalasani
- Neurometabolic Laboratory, National Hospital for Neurology and Neurosurgery, London, UK
| | - J M Land
- Neurometabolic Laboratory, National Hospital for Neurology and Neurosurgery, London, UK
| | - J E Davison
- Metabolic Medicine Department, Great Ormond Street Hospital, London, UK
| | - M K Kwok
- Metabolic Medicine Department, Great Ormond Street Hospital, London, UK
| | - G Christov
- Cardiothoracic Unit, Great Ormond Street Hospital, London, UK
| | - A Karimova
- Cardiothoracic Unit, Great Ormond Street Hospital, London, UK
| | - M Ashworth
- Pathology Laboratory, Great Ormond Street Hospital, London, UK
| | - G Anderson
- Pathology Laboratory, Great Ormond Street Hospital, London, UK
| | - H Prunty
- Chemical Pathology, Great Ormond Street Hospital, London, UK
| | - S Rahman
- Metabolic Medicine Department, Great Ormond Street Hospital, London, UK; Clinical and Molecular Genetics Unit, UCL Institute of Child Health, London, UK
| | - S Grünewald
- Metabolic Medicine Department, Great Ormond Street Hospital, London, UK; Clinical and Molecular Genetics Unit, UCL Institute of Child Health, London, UK
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Li Y, Yan M, Yang J, Raman I, Du Y, Min S, Fang X, Mohan C, Li QZ. Glutathione S-transferase Mu 2-transduced mesenchymal stem cells ameliorated anti-glomerular basement membrane antibody-induced glomerulonephritis by inhibiting oxidation and inflammation. Stem Cell Res Ther 2014; 5:19. [PMID: 24480247 PMCID: PMC4055015 DOI: 10.1186/scrt408] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 01/15/2014] [Indexed: 01/30/2023] Open
Abstract
INTRODUCTION Oxidative stress is implicated in tissue inflammation, and plays an important role in the pathogenesis of immune-mediated nephritis. Using the anti-glomerular basement membrane antibody-induced glomerulonephritis (anti-GBM-GN) mouse model, we found that increased expression of glutathione S-transferase Mu 2 (GSTM2) was related to reduced renal damage caused by anti-GBM antibodies. Furthermore, mesenchymal stem cell (MSC)-based therapy has shed light on the treatment of immune-mediated kidney diseases. The aim of this study was to investigate if MSCs could be utilized as vehicles to deliver the GSTM2 gene product into the kidney and to evaluate its potential therapeutic effect on anti-GBM-GN. METHODS The human GSTM2 gene (hGSTM2) was transduced into mouse bone marrow-derived MSCs via a lentivirus vector to create a stable cell line (hGSTM2-MSC). The cultured hGSTM2-MSCs were treated with 0.5 mM H2O2, and apoptotic cells were measured by terminal dUTP nick-end labeling (TUNEL) assay. The 129/svj mice, which were challenged with anti-GBM antibodies, were injected with 10⁶ hGSTM2-MSCs via the tail vein. Expression of hGSTM2 and inflammatory cytokines in the kidney was assayed by quantitative PCR and western blotting. Renal function of mice was evaluated by monitoring proteinuria and levels of blood urea nitrogen (BUN), and renal pathological changes were analyzed by histochemistry. Immunohistochemical analysis was performed to measure inflammatory cell infiltration and renal cell apoptosis. RESULTS MSCs transduced with hGSTM2 exhibited similar growth and differentiation properties to MSCs. hGSTM2-MSCs persistently expressed hGSTM2 and resisted H2O2-induced apoptosis. Upon injection into 129/svj mice, hGSTM2-MSCs migrated to the kidney and expressed hGSTM2. The anti-GBM-GN mice treated with hGSTM2-MSCs exhibited reduced proteinuria and BUN (58% and 59% reduction, respectively) and ameliorated renal pathological damage, compared with control mice. Mice injected with hGSTM2-MSCs showed alleviated renal inflammatory cell infiltration and reduced expression of chemokine (C-C motif) ligand 2 (CCL2), interleukin (IL)-1β and IL-6 (53%, 46% and 52% reduction, respectively), compared with controls. Moreover, hGSTM2-MSCs increased expression of renal superoxide dismutase and catalase, which may associate with detoxifying reactive oxygen species to prevent oxidative renal damage. CONCLUSIONS Our data suggest that the enhanced protective effect of GSTM2-transduced MSCs against anti-GBM-GN might be associated with inhibition of oxidative stress-induced renal cell apoptosis and inflammation, through over-expression of hGSTM2 in mouse kidneys.
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Runarsdottir A, Mannervik B. A Novel Quasi-Species of Glutathione Transferase with High Activity towards Naturally Occurring Isothiocyanates Evolves from Promiscuous Low-Activity Variants. J Mol Biol 2010; 401:451-64. [DOI: 10.1016/j.jmb.2010.06.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2010] [Revised: 06/10/2010] [Accepted: 06/16/2010] [Indexed: 12/21/2022]
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6
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The quest for molecular quasi-species in ligand-activity space and its application to directed enzyme evolution. FEBS Lett 2010; 584:2565-71. [DOI: 10.1016/j.febslet.2010.04.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2010] [Accepted: 04/12/2010] [Indexed: 11/20/2022]
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Abstract
Directed evolution circumvents our profound ignorance of how a protein's sequence encodes its function by using iterative rounds of random mutation and artificial selection to discover new and useful proteins. Proteins can be tuned to adapt to new functions or environments by simple adaptive walks involving small numbers of mutations. Directed evolution studies have shown how rapidly some proteins can evolve under strong selection pressures and, because the entire 'fossil record' of evolutionary intermediates is available for detailed study, they have provided new insight into the relationship between sequence and function. Directed evolution has also shown how mutations that are functionally neutral can set the stage for further adaptation.
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Affiliation(s)
| | - Frances H. Arnold
- Dick and Barbara Dickinson Professor of Chemical Engineering and Biochemistry, Division of Chemistry and Chemical Engineering, 210-41, California Institute of Technology, Pasadena, CA 91125 USA, Tel: (626) 395-4162
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Kurtovic S, Mannervik B. Identification of Emerging Quasi-Species in Directed Enzyme Evolution. Biochemistry 2009; 48:9330-9. [DOI: 10.1021/bi901168q] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sanela Kurtovic
- Department of Biochemistry and Organic Chemistry, Uppsala University, BMC, Box 576, SE-75123 Uppsala, Sweden
| | - Bengt Mannervik
- Department of Biochemistry and Organic Chemistry, Uppsala University, BMC, Box 576, SE-75123 Uppsala, Sweden
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Scharlau D, Borowicki A, Habermann N, Hofmann T, Klenow S, Miene C, Munjal U, Stein K, Glei M. Mechanisms of primary cancer prevention by butyrate and other products formed during gut flora-mediated fermentation of dietary fibre. Mutat Res 2009; 682:39-53. [PMID: 19383551 DOI: 10.1016/j.mrrev.2009.04.001] [Citation(s) in RCA: 218] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2008] [Revised: 04/08/2009] [Accepted: 04/14/2009] [Indexed: 05/27/2023]
Abstract
Dietary fibres are indigestible food ingredients that reach the colon and are then fermented by colonic bacteria, resulting mainly in the formation of short-chain fatty acids (SCFA) such as acetate, propionate, and butyrate. Those SCFA, especially butyrate, are recognised for their potential to act on secondary chemoprevention by slowing growth and activating apoptosis in colon cancer cells. Additionally, SCFA can also act on primary prevention by activation of different drug metabolising enzymes. This can reduce the burden of carcinogens and, therefore, decrease the number of mutations, reducing cancer risk. Activation of GSTs by butyrate has been studied on mRNA, protein, and enzyme activity level by real-time RT-PCR, cDNA microarrays, Western blotting, or photometrical approaches, respectively. Butyrate had differential effects in colon cells of different stages of cancer development. In HT29 tumour cells, e.g., mRNA GSTA4, GSTP1, GSTM2, and GSTT2 were induced. In LT97 adenoma cells, GSTM3, GSTT2, and MGST3 were induced, whereas GSTA2, GSTT2, and catalase (CAT) were elevated in primary colon cells. Colon cells of different stages of carcinogenesis differed in post-transcriptional regulatory mechanisms because butyrate increased protein levels of different GST isoforms and total GST enzyme activity in HT29 cells, whereas in LT97 cells, GST protein levels and activity were slightly reduced. Because butyrate increased histone acetylation and phosphorylation of ERK in HT29 cells, inhibition of histone deacetylases and the influence on MAPK signalling are possible mechanisms of GST activation by butyrate. Functional consequences of this activation include a reduction of DNA damage caused by carcinogens like hydrogen peroxide or 4-hydroxynonenal (HNE) in butyrate-treated colon cells. Treatment of colon cells with the supernatant from an in vitro fermentation of inulin increased GST activity and decreased HNE-induced DNA damage in HT29 cells. Additional animal and human studies are needed to define the exact role of dietary fibre and butyrate in inducing GST activity and reducing the risk of colon cancer.
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Affiliation(s)
- Daniel Scharlau
- Institute for Nutrition, Friedrich Schiller University Jena, Dornburger Strasse 24, 07743 Jena, Germany.
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Emergence of a novel highly specific and catalytically efficient enzyme from a naturally promiscuous glutathione transferase. Biochim Biophys Acta Gen Subj 2008; 1780:1458-63. [PMID: 18706975 DOI: 10.1016/j.bbagen.2008.07.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2008] [Accepted: 07/12/2008] [Indexed: 11/21/2022]
Abstract
Redesign of glutathione transferases (GSTs) has led to enzymes with remarkably enhanced catalytic properties. Exchange of substrate-binding residues in GST A1-1 created a GST A4-4 mimic, called GIMFhelix, with >300-fold improved activity with nonenal and suppressed activity with other substrates. In the present investigation GIMFhelix was compared with the naturally-evolved GSTs A1-1 and A4-4 by determining catalytic efficiencies with nine alternative substrates. The enzymes can be represented by vectors in multidimensional substrate-activity space, and the vectors of GIMFhelix and GST A1-1, expressed in kcat/Km values for the alternative substrates, are essentially orthogonal. By contrast, the vectors of GIMFhelix and GST A4-4 have approximately similar lengths and directions. The broad substrate acceptance of GST A1-1 contrasts with the high selectivity of GST A4-4 and GIMFhelix for alkenal substrates. Multivariate analysis demonstrated that among the diverse substrates used, nonenal, cumene hydroperoxide, and androstenedione are major determinants in the portrayal of the three enzyme variants. These GST substrates represent diverse chemistries of naturally occurring substrates undergoing Michael addition, hydroperoxide reduction, and steroid double-bond isomerization, respectively. In terms of function, GIMFhelix is a novel enzyme compared to its progenitor GST A1-1 in spite of 94% amino-acid sequence identity between the enzymes. The redesign of GST A1-1 into GIMFhelix therefore serves as an illustration of divergent evolution leading to novel enzymes by minor structural modifications in the active site. Notwithstanding low sequence identity (60%), GIMFhelix is functionally an isoenzyme of GST A4-4.
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11
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Kurtovic S, Shokeer A, Mannervik B. Diverging catalytic capacities and selectivity profiles with haloalkane substrates of chimeric alpha class glutathione transferases. Protein Eng Des Sel 2008; 21:329-41. [DOI: 10.1093/protein/gzn010] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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12
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Huang J, Xiong Y, Deng C, Zuo B, Xu D, Lei M, Jiang S. Cloning, sequence analysis and identification of a nonsense mutation-mediated mRNA decay of porcine GSTM2 gene. Acta Biochim Biophys Sin (Shanghai) 2007; 39:560-6. [PMID: 17687490 DOI: 10.1111/j.1745-7270.2007.00319.x] [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: 11/29/2022] Open
Abstract
The glutathione S-transferase mu 2 gene (GSTM2) encodes a GST functioning in the elimination of electrophilic compounds and the regulation of cell growth. In this study, the sequence of porcine GSTM2 gene that contains the complete sequence encoding a protein of 218 amino acids was cloned. The deduced amino acid sequence shared 76%, 78% and 76% identity with that of human, mouse and rat, respectively. mRNA expression analysis showed that the porcine GSTM2 gene was expressed at a high level in liver and testis, at a medium level in longissimus dorsi muscle, adipose tissue, spleen and lung, at a low level in kidney, and at a very low level in heart and embryo. A nonsense mutation (CGA-->TGA) resulted from C27T substitution in the fifth exon to produce a premature translation termination codon was identified, and it was discovered that nonsense-mediated mRNA decay might have an effect on the regulation of porcine GSTM2 gene expression. This polymorphism was analyzed in Large White, Landrace, Meishan and Qingping pig populations using the Taq I-polymerase chain reaction-restriction fragment length polymorphism method. The result showed that allele C had a higher frequency than allele T in each population.
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Affiliation(s)
- Jingshu Huang
- Key Laboratory of Swine Genetics and Breeding, Ministry of Agriculture, Huazhong Agricultural University, Wuhan 430070, China
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Landwehr M, Carbone M, Otey CR, Li Y, Arnold FH. Diversification of catalytic function in a synthetic family of chimeric cytochrome p450s. ACTA ACUST UNITED AC 2007; 14:269-78. [PMID: 17379142 PMCID: PMC1991292 DOI: 10.1016/j.chembiol.2007.01.009] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2006] [Accepted: 01/22/2007] [Indexed: 10/23/2022]
Abstract
We report initial characterization of a synthetic family of more than 3000 cytochrome P450s made by SCHEMA recombination of 3 bacterial CYP102s. A total of 16 heme domains and their holoenzyme fusions with each of the 3 parental reductase domains were tested for activity on 11 different substrates. The results show that the chimeric enzymes have acquired significant functional diversity, including the ability to accept substrates not accepted by the parent enzymes. K-means clustering analysis of the activity data allowed the enzymes to be classified into five distinct groups based on substrate specificity. The substrates can also be grouped such that one can be a "surrogate" for others in the group. Fusion of a functional chimeric heme domain with a parental reductase domain always reconstituted a functional holoenzyme, indicating that key interdomain interactions are conserved upon reductase swapping.
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Affiliation(s)
- Marco Landwehr
- Division of Chemistry and Chemical Engineering, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
| | - Martina Carbone
- Division of Chemistry and Chemical Engineering, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
| | - Christopher R. Otey
- Biochemistry and Molecular Biophysics, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
| | - Yougen Li
- Division of Chemistry and Chemical Engineering, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
| | - Frances H. Arnold
- Division of Chemistry and Chemical Engineering, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
- Biochemistry and Molecular Biophysics, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
- ¶ Correspondence should be addressed to: Prof. Frances H. Arnold, Division of Chemistry and Chemical Engineering, California Institute of Technology, Mail code 210-41, Pasadena, CA 91125, Tel: (626) 395-4162, Fax: (626) 568-8743, E-mail:
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Bowman AL, Ridder L, Rietjens IMCM, Vervoort J, Mulholland AJ. Molecular Determinants of Xenobiotic Metabolism: QM/MM Simulation of the Conversion of 1-Chloro-2,4-dinitrobenzene Catalyzed by M1-1 Glutathione S-Transferase. Biochemistry 2007; 46:6353-63. [PMID: 17480056 DOI: 10.1021/bi0622827] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Modeling methods allow the identification and analysis of determinants of reactivity and specificity in enzymes. The reaction between glutathione and 1-chloro-2,4-dinitrobenzene (CDNB) is widely used as a standard activity assay for glutathione S-transferases (GSTs). It is important to understand the causes of differences between catalytic GST isoenzymes and the effects of mutations and genetic polymorphisms. Quantum mechanical/molecular mechanical (QM/MM) molecular dynamics simulations have been performed here to investigate the addition of the glutathione anion to CDNB in the wild-type M1-1 GST isoenzyme from rat and in three single point mutant (Tyr6Phe, Tyr115Phe, and Met108Ala) M1-1 GST enzymes. We have developed a specifically parameterized QM/MM method (AM1-SRP/CHARMM22) to model this reaction by fitting to experimental heats of formation and ionization potentials. Free energy profiles were obtained from molecular dynamics simulations of the reaction using umbrella sampling and weighted histogram analysis techniques. The reaction in solution has also been simulated and is compared to the enzymatic reaction. The free energies are in excellent agreement with experimental results. Overall the results of the present study show that QM/MM reaction pathway analysis provides detailed insight into the chemistry of GST and can be used to obtain mechanistic insight into the effects of specific mutations on this catalytic process.
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Affiliation(s)
- Anna L Bowman
- Centre for Computational Chemistry, School of Chemistry, University of Bristol, Cantock's Close, UK
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15
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Kurtovic S, Runarsdottir A, Emrén LO, Larsson AK, Mannervik B. Multivariate-activity mining for molecular quasi-species in a glutathione transferase mutant library. Protein Eng Des Sel 2007; 20:243-56. [PMID: 17468114 DOI: 10.1093/protein/gzm017] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
A library of recombinant glutathione transferases (GSTs) generated by shuffling of DNA encoding human GST M1-1 and GST M2-2 was screened with eight alternative substrates, and the activities were subjected to multivariate analysis. Assays were made in lysates of bacteria in which the GST variants had been expressed. The primary data showed clustering of the activities in eight-dimensional substrate-activity space. For an incisive analysis, the rows of the data matrix, corresponding to the different enzyme variants, were individually scaled to unit length, thus accounting for different expression levels of the enzymes. The columns representing the activities with alternative substrates were subsequently individually normalized to unit variance and a zero mean. By this standardization, the data were adjusted to comparable orders of magnitude. Three molecular quasi-species were recognized by multivariate K-means and principal component analyses. Two of them encompassed the parental GST M1-1 and GST M2-2. A third one diverged functionally by displaying enhanced activities with some substrates and suppressed activities with signature substrates for GST M1-1 and GST M2-2. A fourth cluster contained mutants with impaired functions and was not regarded as a quasi-species. Sequence analysis of representatives of the mutant clusters demonstrated that the majority of the variants in the diverging novel quasi-species were structurally similar to the M1-like GSTs, but distinguished themselves from GST M1-1 by a Ser to Thr substitution in the active site. The data show that multivariate analysis of functional profiles can identify small structural changes influencing the evolution of enzymes with novel substrate-activity profiles.
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Affiliation(s)
- Sanela Kurtovic
- Department of Biochemistry and Organic Chemistry, Uppsala University, BMC, Box 576, SE-75123 Uppsala, Sweden
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16
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Griswold KE, Aiyappan NS, Iverson BL, Georgiou G. The Evolution of Catalytic Efficiency and Substrate Promiscuity in Human Theta Class 1-1 Glutathione Transferase. J Mol Biol 2006; 364:400-10. [PMID: 17011574 PMCID: PMC1995603 DOI: 10.1016/j.jmb.2006.09.012] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2006] [Revised: 08/31/2006] [Accepted: 09/01/2006] [Indexed: 11/29/2022]
Abstract
Theta class glutathione transferases (GST) from various species exhibit markedly different catalytic activities in conjugating the tripeptide glutathione (GSH) to a variety of electrophilic substrates. For example, the human theta 1-1 enzyme (hGSTT1-1) is 440-fold less efficient than the rat theta 2-2 enzyme (rGSTT2-2) with the fluorogenic substrate 7-amino-4-chloromethyl coumarin (CMAC). Large libraries of hGSTT1-1 constructed by error-prone PCR, DNA shuffling, or saturation mutagenesis were screened for improved catalytic activity towards CMAC in a quantitative fashion using flow cytometry. An iterative directed evolution approach employing random mutagenesis in conjunction with homologous recombination gave rise to enzymes exhibiting up to a 20,000-fold increase in k(cat)/K(M) compared to hGSTT1-1. All highly active clones encoded one or more mutations at residues 32, 176, or 234. Combinatorial saturation mutagenesis was used to evaluate the full complement of natural amino acids at these positions, and resulted in the isolation of enzymes with catalytic rates comparable to those exhibited by the fastest mutants obtained via directed evolution. The substrate selectivities of enzymes resulting from random mutagenesis, DNA shuffling, and combinatorial saturation mutagenesis were evaluated using a series of distinct electrophiles. The results revealed that promiscuous substrate activities arose in a stochastic manner, as they did not correlate with catalytic efficiency towards the CMAC selection substrate. In contrast, chimeric enzymes previously constructed by homology-independent recombination of hGSTT-1 and rGSTT2-2 exhibited very different substrate promiscuity profiles, and showed a more defined relationship between evolved and promiscuous activities.
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Affiliation(s)
- Karl E. Griswold
- Department of Chemical Engineering, University of Texas at Austin, Austin, TX 78712
| | - Nandini S. Aiyappan
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX 78712
| | - Brent L. Iverson
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX 78712
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX 78712
- ‡ To whom correspondence should be addressed: , Department of Chemistry and Biochemistry, WEL 5.320, University of Texas at Austin, Austin, TX 78712, Phone 512-471-5053, Fax 512-471-8615, , Department of Chemical Engineering, CPE 4.410, University of Texas at Austin, Austin, TX 78712, Phone 512-471-6975, Fax 512-471-7963
| | - George Georgiou
- Department of Chemical Engineering, University of Texas at Austin, Austin, TX 78712
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, TX 78712
- ‡ To whom correspondence should be addressed: , Department of Chemistry and Biochemistry, WEL 5.320, University of Texas at Austin, Austin, TX 78712, Phone 512-471-5053, Fax 512-471-8615, , Department of Chemical Engineering, CPE 4.410, University of Texas at Austin, Austin, TX 78712, Phone 512-471-6975, Fax 512-471-7963
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Emrén LO, Kurtovic S, Runarsdottir A, Larsson AK, Mannervik B. Functionally diverging molecular quasi-species evolve by crossing two enzymes. Proc Natl Acad Sci U S A 2006; 103:10866-70. [PMID: 16829572 PMCID: PMC1544140 DOI: 10.1073/pnas.0604030103] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Molecular evolution is frequently portrayed by structural relationships, but delineation of separate functional species is more elusive. We have generated enzyme variants by stochastic recombinations of DNA encoding two homologous detoxication enzymes, human glutathione transferases M1-1 and M2-2, and explored their catalytic versatilities. Sampled mutants were screened for activities with eight alternative substrates, and the activity fingerprints were subjected to principal component analysis. This phenotype characterization clearly identified at least three distributions of substrate selectivity, where one was orthogonal to those of the parent-like distributions. This approach to evolutionary data mining serves to identify emerging molecular quasi-species and indicates potential trajectories available for further protein evolution.
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Affiliation(s)
- Lars O Emrén
- Department of Biochemistry and Organic Chemistry, Uppsala University, Biomedical Center, Box 576, SE-751 23 Uppsala, Sweden.
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Frova C. Glutathione transferases in the genomics era: new insights and perspectives. ACTA ACUST UNITED AC 2006; 23:149-69. [PMID: 16839810 DOI: 10.1016/j.bioeng.2006.05.020] [Citation(s) in RCA: 315] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2006] [Revised: 05/12/2006] [Accepted: 05/12/2006] [Indexed: 11/23/2022]
Abstract
In the last decade the tumultuous development of "omics" greatly improved our ability to understand protein structure, function and evolution, and to define their roles and networks in complex biological processes. This fast accumulating knowledge holds great potential for biotechnological applications, from the development of biomolecules with novel properties of industrial and medical importance, to the creation of transgenic organisms with new, favorable characteristics. This review focuses on glutathione transferases (GSTs), an ancient protein superfamily with multiple roles in all eukaryotic organisms, and attempts to give an overview of the new insights and perspectives provided by omics into the biology of these proteins. Among the aspects considered are the redefinition of GST subfamilies, their evolution in connection with structurally related families, present and future biotechnological outcomes.
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Affiliation(s)
- Carla Frova
- Department of Biomolecular Sciences and Biotechnology, University of Milano, Via Celoria 26, 20133 Milano, Italy.
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19
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Abstract
Systematic approaches to directed evolution of proteins have been documented since the 1970s. The ability to recruit new protein functions arises from the considerable substrate ambiguity of many proteins. The substrate ambiguity of a protein can be interpreted as the evolutionary potential that allows a protein to acquire new specificities through mutation or to regain function via mutations that differ from the original protein sequence. All organisms have evolutionarily exploited this substrate ambiguity. When exploited in a laboratory under controlled mutagenesis and selection, it enables a protein to "evolve" in desired directions. One of the most effective strategies in directed protein evolution is to gradually accumulate mutations, either sequentially or by recombination, while applying selective pressure. This is typically achieved by the generation of libraries of mutants followed by efficient screening of these libraries for targeted functions and subsequent repetition of the process using improved mutants from the previous screening. Here we review some of the successful strategies in creating protein diversity and the more recent progress in directed protein evolution in a wide range of scientific disciplines and its impacts in chemical, pharmaceutical, and agricultural sciences.
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Affiliation(s)
- Ling Yuan
- Department of Plant and Soil Sciences, and Kentucky Tobacco Research and Development Center, University of Kentucky, Lexington, KY 40546, USA.
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20
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Udomsinprasert R, Bogoyevitch M, Ketterman A. Reciprocal regulation of glutathione S-transferase spliceforms and the Drosophila c-Jun N-terminal kinase pathway components. Biochem J 2005; 383:483-90. [PMID: 15250826 PMCID: PMC1133741 DOI: 10.1042/bj20040519] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In mammalian systems, detoxification enzymes of the GST (glutathione S-transferase) family regulate JNK (c-Jun N-terminal kinase) signal transduction by interaction with JNK itself or other proteins upstream in the JNK pathway. In the present study, we have studied GSTs and their interaction with components of the JNK pathway from Diptera. We have evaluated the effects of four Delta class Anopheles dirus GSTs, GSTD1-1, GSTD2-2, GSTD3-3 and GSTD4-4, on the activity of full-length recombinant Drosophila HEP (mitogen-activated protein kinase kinase 7; where HEP stands for hemipterous) and the Drosophila JNK, as well as the reciprocal effect of these kinases on GST activity. Interestingly, even though these four GSTs are alternatively spliced products of the same gene and share >60% identity, they exerted different effects on JNK activity. GSTD1-1 inhibited JNK activity, whereas the other three GST isoforms activated JNK. GSTD2-2, GSTD3-3 and GSTD4-4 were inhibited 50-80% by HEP or JNK but GSTD1-1 was not inhibited by JNK. However, there were some similarities in the actions of HEP and JNK on these GSTs. For example, binding constants for HEP or JNK inhibiting a GST were similar (20-70 nM). Furthermore, after incubation of the GSTs with JNK, both JNK and the GSTs changed catalytic properties. The substrate specificities of both GSTs and JNK were also altered after their co-incubation. In addition, glutathione modulated the effects of JNK on GST activity. These results emphasize that different GST spliceforms possess different properties, both in their catalytic function and in their regulation of signalling through the JNK pathway.
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Affiliation(s)
- Rungrutai Udomsinprasert
- *Institute of Molecular Biology and Genetics, Mahidol University, Salaya Campus, Nakorn Pathom 73170, Thailand
| | - Marie A. Bogoyevitch
- †Cell Signalling Laboratory, Biochemistry and Molecular Biology, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Albert J. Ketterman
- *Institute of Molecular Biology and Genetics, Mahidol University, Salaya Campus, Nakorn Pathom 73170, Thailand
- To whom correspondence should be addressed (email )
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21
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Otey CR, Silberg JJ, Voigt CA, Endelman JB, Bandara G, Arnold FH. Functional evolution and structural conservation in chimeric cytochromes p450: calibrating a structure-guided approach. ACTA ACUST UNITED AC 2004; 11:309-18. [PMID: 15123260 DOI: 10.1016/j.chembiol.2004.02.018] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2003] [Revised: 11/12/2003] [Accepted: 12/02/2003] [Indexed: 10/26/2022]
Abstract
Recombination generates chimeric proteins whose ability to fold depends on minimizing structural perturbations that result when portions of the sequence are inherited from different parents. These chimeric sequences can display functional properties characteristic of the parents or acquire entirely new functions. Seventeen chimeras were generated from two CYP102 members of the functionally diverse cytochrome p450 family. Chimeras predicted to have limited structural disruption, as defined by the SCHEMA algorithm, displayed CO binding spectra characteristic of folded p450s. Even this small population exhibited significant functional diversity: chimeras displayed altered substrate specificities, a wide range in thermostabilities, up to a 40-fold increase in peroxidase activity, and ability to hydroxylate a substrate toward which neither parent heme domain shows detectable activity. These results suggest that SCHEMA-guided recombination can be used to generate diverse p450s for exploring function evolution within the p450 structural framework.
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Affiliation(s)
- Christopher R Otey
- Biochemistry and Molecular Biophysics Option, Mail Code 210-41, Pasadena, CA 91125, USA
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22
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Affiliation(s)
- Osamu Kagami
- Marine Biotechnology Institute, Kamaishi Wate, Japan
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23
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Eklund BI, Edalat M, Stenberg G, Mannervik B. Screening for recombinant glutathione transferases active with monochlorobimane. Anal Biochem 2002; 309:102-8. [PMID: 12381368 DOI: 10.1016/s0003-2697(02)00258-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A rapid and facile colony assay has been developed for catalytically active enzymes in combinatorial cDNA libraries of mutated glutathione transferases (GST), expressed in Escherichia coli. The basis of the method is the conjugation of glutathione (GSH) with the fluorogenic substrate monochlorobimane (MCB). This screening method makes it possible to isolate and characterize one recombinant clone that is active with MCB among thousands of inactive variants. Colonies containing GSTs that catalyze the conjugation of GSH with MCB display fluorescence under long-wavelength UV light. The fluorescence is visible instantly. One rat and 11 human GSTs representing four distinct enzyme classes were studied, and all except human GST T1-1 gave rise to fluorescent colonies. The colony assay based on MCB can consequently be broadly applied for identifying active GSTs both after subcloning of wild-type enzymes and in the screening of mutant libraries. Populations of bacteria expressing GSTs can also be analyzed by flow cytometry.
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Affiliation(s)
- Birgitta I Eklund
- Department of Biochemistry, Biomedical Center, Uppsala University, Box 576, Uppsala SE-751 23, Sweden
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24
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Broo K, Larsson AK, Jemth P, Mannervik B. An ensemble of theta class glutathione transferases with novel catalytic properties generated by stochastic recombination of fragments of two mammalian enzymes. J Mol Biol 2002; 318:59-70. [PMID: 12054768 DOI: 10.1016/s0022-2836(02)00032-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The correlation between sequence diversity and enzymatic function was studied in a library of Theta class glutathione transferases (GSTs) obtained by stochastic recombination of fragments of cDNA encoding human GST T1-1 and rat GST T2-2. In all, 94 randomly picked clones were characterized with respect to sequence, expression level, and catalytic activity in the conjugation reactions between glutathione and six alternative electrophilic substrates. Out of these six different compounds, dichloromethane is a selective substrate for human GST T1-1, whereas 1-menaphthyl sulfate and 1-chloro-2,4-dinitrobenzene are substrates for rat GST T2-2. The other three substances serve as substrates for both enzymes. Through this broad characterization, we have identified enzyme variants that have acquired novel activity profiles that differ substantially from those of the original GSTs. In addition, the expression levels of many clones were improved in comparison to the parental enzyme. A library of mutants can thus display a distribution of properties from which highly divergent evolutionary pathways may emerge, resembling natural evolutionary processes. From the GST library, a clone was identified that, by the point mutation N49D in the rat GST T2-2 sequence, has a 1700% increased activity with 1-menaphthyl sulfate and a 60% decreased activity with 4-nitrophenethyl bromide. Through the N49D mutation, the ratio of these activities has thus been altered 40-fold. An extensive characterization of a population of stochastically mutated enzymes can accordingly be used to find variants with novel substrate-activity profiles and altered catalytic properties. Recursive recombination of selected sequences displaying optimized properties is a strategy for the engineering of proteins for medical and biochemical applications. Such sequential design is combinatorial protein chemistry based on remodeling of existing structural scaffolds and has similarities to evolutionary processes in nature.
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Affiliation(s)
- Kerstin Broo
- Department of Biochemistry, Uppsala University, Biomedical Center, Box 576, SE-751 23 Uppsala, Sweden
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25
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Sheehan D, Meade G, Foley VM, Dowd CA. Structure, function and evolution of glutathione transferases: implications for classification of non-mammalian members of an ancient enzyme superfamily. Biochem J 2001; 360:1-16. [PMID: 11695986 PMCID: PMC1222196 DOI: 10.1042/0264-6021:3600001] [Citation(s) in RCA: 744] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
The glutathione transferases (GSTs; also known as glutathione S-transferases) are major phase II detoxification enzymes found mainly in the cytosol. In addition to their role in catalysing the conjugation of electrophilic substrates to glutathione (GSH), these enzymes also carry out a range of other functions. They have peroxidase and isomerase activities, they can inhibit the Jun N-terminal kinase (thus protecting cells against H(2)O(2)-induced cell death), and they are able to bind non-catalytically a wide range of endogenous and exogenous ligands. Cytosolic GSTs of mammals have been particularly well characterized, and were originally classified into Alpha, Mu, Pi and Theta classes on the basis of a combination of criteria such as substrate/inhibitor specificity, primary and tertiary structure similarities and immunological identity. Non-mammalian GSTs have been much less well characterized, but have provided a disproportionately large number of three-dimensional structures, thus extending our structure-function knowledge of the superfamily as a whole. Moreover, several novel classes identified in non-mammalian species have been subsequently identified in mammals, sometimes carrying out functions not previously associated with GSTs. These studies have revealed that the GSTs comprise a widespread and highly versatile superfamily which show similarities to non-GST stress-related proteins. Independent classification systems have arisen for groups of organisms such as plants and insects. This review surveys the classification of GSTs in non-mammalian sources, such as bacteria, fungi, plants, insects and helminths, and attempts to relate them to the more mainstream classification system for mammalian enzymes. The implications of this classification with regard to the evolution of GSTs are discussed.
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Affiliation(s)
- D Sheehan
- Department of Biochemistry, University College Cork, Lee Maltings, Prospect Row, Mardyke, Cork, Ireland.
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26
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Schmidt-Dannert C. Directed evolution of single proteins, metabolic pathways, and viruses. Biochemistry 2001; 40:13125-36. [PMID: 11683620 DOI: 10.1021/bi011310c] [Citation(s) in RCA: 62] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- C Schmidt-Dannert
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, 1479 Gortner Avenue, St. Paul, Minnesota 55126, USA.
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27
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Abstract
In this study, we have isolated the genomic clone of the murine GSTM2 gene and determined its sequence. Consistent with the class mu genefamily, the mGSTM2 gene consists of eight exons. The exon-intron boundaries and the distribution of coding sequences within the exons of the known GST class mu family members were found to follow a similar pattern suggesting that various members of this family have originated from a single primordial gene by duplication and the structure has been closely maintained through evolution. By primer extension, the start of transcription was determined to be 40 bp upstream of the initial AUG codon. To gain an understanding of the mGSTM2 regulation, we have also cloned and analyzed its promoter region. Maximal activity was observed in a 170 bp 5'-flanking region. The activity was decreased by 3-fold in a 402 bp 5'-flanking region suggesting the presence of repressor elements. While no TATA box was identified, the presence of an SP1 site at position -38 was noted. Deletion of this SP1 site completely abrogated promoter activity. The promoter contained eight putative Myb responsive elements and its transcriptional activity was upregulated by t-Myb but not by c-Myb.
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Affiliation(s)
- A Kumar
- Fels Institute for Cancer Research and Molecular Biology, Temple University School of Medicine, 3307 N. Broad Street, Philadelphia, PA 19140, USA
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28
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Pettersson PL, Mannervik B. The role of glutathione in the isomerization of delta 5-androstene-3,17-dione catalyzed by human glutathione transferase A1-1. J Biol Chem 2001; 276:11698-704. [PMID: 11152686 DOI: 10.1074/jbc.m009146200] [Citation(s) in RCA: 44] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Human glutathione transferase (GST) A1-1 efficiently catalyzes the isomerization of Delta(5)-androstene-3,17-dione (AD) into Delta(4)-androstene-3,17-dione. High activity requires glutathione, but enzymatic catalysis occurs also in the absence of this cofactor. Glutathione alone shows a limited catalytic effect. S-Alkylglutathione derivatives do not promote the reaction, and the pH dependence of the isomerization indicates that the glutathione thiolate serves as a base in the catalytic mechanism. Mutation of the active-site Tyr(9) into Phe significantly decreases the steady-state kinetic parameters, alters their pH dependence, and increases the pK(a) value of the enzyme-bound glutathione thiol. Thus, Tyr(9) promotes the reaction via its phenolic hydroxyl group in protonated form. GST A2-2 has a catalytic efficiency with AD 100-fold lower than the homologous GST A1-1. Another Alpha class enzyme, GST A4-4, is 1000-fold less active than GST A1-1. The Y9F mutant of GST A1-1 is more efficient than GST A2-2 and GST A4-4, both having a glutathione cofactor and an active-site Tyr(9) residue. The active sites of GST A2-2 and GST A1-1 differ by only four amino acid residues, suggesting that proper orientation of AD in relation to the thiolate of glutathione is crucial for high catalytic efficiency in the isomerization reaction. The GST A1-1-catalyzed steroid isomerization provides a complement to the previously described isomerase activity of 3beta-hydroxysteroid dehydrogenase.
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Affiliation(s)
- P L Pettersson
- Department of Biochemistry, Uppsala University, Biomedical Center, Box 576, SE-751 23 Uppsala, Sweden
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29
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Hansson LO, Mannervik B. Use of chimeras generated by DNA shuffling: probing structure-function relationships among glutathione transferases. Methods Enzymol 2001; 328:463-77. [PMID: 11075361 DOI: 10.1016/s0076-6879(00)28413-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- L O Hansson
- Department of Biochemistry, Uppsala University, Sweden
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30
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31
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Moore GL, Maranas CD. Modeling DNA mutation and recombination for directed evolution experiments. J Theor Biol 2000; 205:483-503. [PMID: 10882567 DOI: 10.1006/jtbi.2000.2082] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Directed evolution experiments rely on the cyclical application of mutagenesis, screening and amplification in a test tube. They have led to the creation of novel proteins for a wide range of applications. However, directed evolution currently requires an uncertain, typically large, number of labor intensive and expensive experimental cycles before proteins with improved function are identified. This paper introduces predictive models for quantifying the outcome of the experiments aiding in the setup of directed evolution for maximizing the chances of obtaining DNA sequences encoding enzymes with improved activities. Two methods of DNA manipulation are analysed: error-prone PCR and DNA recombination. Error-prone PCR is a DNA replication process that intentionally introduces copying errors by imposing mutagenic reaction conditions. The proposed model calculates the probability of producing a specific nucleotide sequence after a number of PCR cycles. DNA recombination methods rely on the mixing and concatenation of genetic material from a number of parent sequences. This paper focuses on modeling a specific DNA recombination protocol, DNA shuffling. Three aspects of the DNA shuffling procedure are modeled: the fragment size distribution after random fragmentation by DNase I, the assembly of DNA fragments, and the probability of assembling specific sequences or combinations of mutations. Results obtained with the proposed models compare favorably with experimental data.
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Affiliation(s)
- G L Moore
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
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32
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Tobin MB, Gustafsson C, Huisman GW. Directed evolution: the 'rational' basis for 'irrational' design. Curr Opin Struct Biol 2000; 10:421-7. [PMID: 10981629 DOI: 10.1016/s0959-440x(00)00109-3] [Citation(s) in RCA: 91] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The development of powerful genetic manipulation formats has revolutionized the creation of functional biological molecules. Recent advances in directed evolution demonstrate that multiple properties of proteins can be optimized simultaneously and rapidly. Improved proteins often contain multiple and dispersed substitutions that act synergistically to improve enzyme properties and function. The benefits of such multiple changes are often not predictable from a priori structural knowledge. Furthermore, alternative solutions to gaining functional change can be obtained.
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Affiliation(s)
- M B Tobin
- Maxygen Inc., Redwood City, CA 94063, USA.
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Abstract
Aside from the demonstration that individual molecular traits of enzymes can be evolutionarily optimised, the discovery that several traits can be simultaneously optimised is a major advance. The first observations of the effects of evolutionary optimisation at the structural level, through X-ray crystallography, reinforce the view that enzymes are best optimised by evolution and not by design.
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Affiliation(s)
- J D Sutherland
- Department of Chemistry, The University of Manchester, Manchester, M13 9PL, UK.
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34
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Abstract
Parkinson's disease (PD) is a neurodegenerative syndrome for which at present no cure is available; therapy consists mainly of amelioration of the symptoms with L-Dopa and/or dopamine (DA) agonists. Development of an effective causal therapy should be focussed on preventing or at least retarding the neurodegenerative process underlying the disease. At the cellular level, PD is characterized by degeneration of neuromelanin-containing dopaminergic neurons in the substantia nigra. Neuromelanin formation is the outcome of a process generally known as DA autooxidation, a chain of oxidation reactions in which highly neurotoxic DA-quinones are produced. The level of these DA-quinones, as estimated by the occurrence of their cysteinyl conjugates, is reported to be increased in the Parkinsonian substantia nigra. Hence, stimulation of pathways implicated in the detoxication of DA-quinones in the brain may provide neuroprotection in PD. Besides their inactivation through non-enzymatic antioxidants such as ascorbic acid and glutathione, DA-quinones are efficiently inactivated enzymatically by NAD(P)H:quinone oxidoreductase (NQO) and glutathione transferase(s), both of which are expressed in the human substantia nigra. The activity of these enzymes, which belong to the group of phase II biotransformation enzymes, can be up-regulated by a large variety of compounds. These compounds, including dithiolethiones, phenolic anti-oxidants, and isothiocyanates, have been shown to be active both in vitro and in vivo. Thus, considering the role of phase II biotransformation enzymes, in particular NQO and glutathione transferase(s), in the detoxication of DA-quinones, we propose that phase II enzyme inducers warrant evaluation on their neuroprotective potential in PD.
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Affiliation(s)
- B Drukarch
- Department of Neurology, Research Institute Neurosciences, Vrije Universiteit, 1081 BT, Amsterdam, The Netherlands
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35
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Abstract
Family shuffling, which is one of the most powerful techniques for in vitro protein evolution, always involves the problem of reassembling the gene fragments into parental gene sequences, because such a process prevents the formation of chimeric sequences. In order to improve the efficiency of hybrid formation in family shuffling, single-stranded DNAs (ssDNAs) were used as templates. The ssDNAs of two catechol 2,3-dioxygenase genes, nahH and xylE, were prepared, the xylE strand being complementary to the nahH strand. When these ssDNAs were digested by DNase I and reassembled, chimeric genes were obtained at a rate of 14%, which was much higher than the rate of less than 1% obtained by shuffling with double-stranded DNAs. Chimeric catechol 2,3-dioxygenases that were more thermally stable than the parental enzymes, XylE and NahH, were obtained by this ssDNA-based DNA shuffling.
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Affiliation(s)
- M Kikuchi
- Marine Biotechnology Institute, 3-75-1 Heita, Kamaishi, Iwate, Japan
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36
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Hansson LO, Bolton-Grob R, Widersten M, Mannervik B. Structural determinants in domain II of human glutathione transferase M2-2 govern the characteristic activities with aminochrome, 2-cyano-1,3-dimethyl-1-nitrosoguanidine, and 1,2-dichloro-4-nitrobenzene. Protein Sci 1999; 8:2742-50. [PMID: 10631991 PMCID: PMC2144236 DOI: 10.1110/ps.8.12.2742] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Two human Mu class glutathione transferases, hGST M1-1 and hGST M2-2, with high sequence identity (84%) exhibit a 100-fold difference in activities with the substrates aminochrome, 2-cyano-1,3-dimethyl-1-nitrosoguanidine (cyanoDMNG), and 1,2-dichloro-4-nitrobenzene (DCNB), hGST M2-2 being more efficient. A sequence alignment with the rat Mu class GST M3-3, an enzyme also showing high activities with aminochrome and DCNB, demonstrated an identical structural cluster of residues 164-168 in the alpha6-helices of rGST M3-3 and hGST M2-2, a motif unique among known sequences of human, rat, and mouse Mu class GSTs. A putative electrostatic network Arg107-Asp161-Arg165-Glu164(-Gln167) was identified based on the published three-dimensional structure of hGST M2-2. Corresponding variant residues of hGSTM1-1 (Leu165, Asp164, and Arg167) as well as the active site residue Ser209 were targeted for point mutations, introducing hGST M2-2 residues to the framework of hGST M1-1, to improve the activities with substrates characteristic of hGST M2-2. In addition, chimeric enzymes composed of hGST M1-1 and hGST M2-2 sequences were analyzed. The activity with 1-chloro-2,4-dinitrobenzene (CDNB) was retained in all mutant enzymes, proving that they were catalytically competent, but none of the point mutations improved the activities with hGST M2-2 characteristic substrates. The chimeric enzymes showed that the structural determinants of these activities reside in domain II and that residue Arg165 in hGST M2-2 appears to be important for the reactions with cyanoDMNG and DCNB. A mutant, which contained all the hGST M2-2 residues of the putative electrostatic network, was still lacking one order of magnitude of the activities with the characteristic substrates of wild-type hGST M2-2. It was concluded that a limited set of point mutations is not sufficient, but that indirect secondary structural affects also contribute to the hGST M2-2 characteristic activities with aminochrome, cyanoDMNG, and DCNB.
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Affiliation(s)
- L O Hansson
- Department of Biochemistry, Uppsala University, Biomedical Center, Sweden
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