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Rabaglino MB, Salilew-Wondim D, Zolini A, Tesfaye D, Hoelker M, Lonergan P, Hansen PJ. Machine-learning methods applied to integrated transcriptomic data from bovine blastocysts and elongating conceptuses to identify genes predictive of embryonic competence. FASEB J 2023; 37:e22809. [PMID: 36753406 DOI: 10.1096/fj.202201977r] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 01/13/2023] [Accepted: 01/26/2023] [Indexed: 02/09/2023]
Abstract
Early pregnancy loss markedly impacts reproductive efficiency in cattle. The objectives were to model a biologically relevant gene signature predicting embryonic competence for survival after integrating transcriptomic data from blastocysts and elongating conceptuses with different developmental capacities and to validate the potential biomarkers with independent embryonic data sets through the application of machine-learning algorithms. First, two data sets from in vivo-produced blastocysts competent or not to sustain a pregnancy were integrated with a data set from long and short day-15 conceptuses. A statistical contrast determined differentially expressed genes (DEG) increasing in expression from a competent blastocyst to a long conceptus and vice versa; these were enriched for KEGG pathways related to glycolysis/gluconeogenesis and RNA processing, respectively. Next, the most discriminative DEG between blastocysts that resulted or did not in pregnancy were selected by linear discriminant analysis. These eight putative biomarker genes were validated by modeling their expression in competent or noncompetent blastocysts through Bayesian logistic regression or neural networks and predicting embryo developmental fate in four external data sets consisting of in vitro-produced blastocysts (i) competent or not, or (ii) exposed or not to detrimental conditions during culture, and elongated conceptuses (iii) of different length, or (iv) developed in the uteri of high- or subfertile heifers. Predictions for each data set were more than 85% accurate, suggesting that these genes play a key role in embryo development and pregnancy establishment. In conclusion, this study integrated transcriptomic data from seven independent experiments to identify a small set of genes capable of predicting embryonic competence for survival.
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Affiliation(s)
- Maria Belen Rabaglino
- School of Agriculture and Food Science, University College Dublin, Dublin 4, Ireland
| | - Dessie Salilew-Wondim
- Institute of Animal Sciences, Animal Breeding, University of Bonn, Bonn, Germany.,Department of Animal Science, Biotechnology & Reproduction in Farm Animals, University of Goettingen, Goettingen, Germany
| | - Adriana Zolini
- Department of Animal Sciences, D.H. Barron Reproductive and Perinatal Biology Research Program, and Genetics Institute, University of Florida, Gainesville, Florida, USA
| | - Dawit Tesfaye
- Animal Reproduction and Biotechnology Laboratory, Department of Biomedical Sciences, Colorado State University, Fort Collins, Colorado, USA
| | - Michael Hoelker
- Department of Animal Science, Biotechnology & Reproduction in Farm Animals, University of Goettingen, Goettingen, Germany
| | - Pat Lonergan
- School of Agriculture and Food Science, University College Dublin, Dublin 4, Ireland
| | - Peter J Hansen
- Department of Animal Sciences, D.H. Barron Reproductive and Perinatal Biology Research Program, and Genetics Institute, University of Florida, Gainesville, Florida, USA
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2
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Segal J, Mülleder M, Krüger A, Adler T, Scholze‐Wittler M, Becker L, Calzada‐Wack J, Garrett L, Hölter SM, Rathkolb B, Rozman J, Racz I, Fischer R, Busch DH, Neff F, Klingenspor M, Klopstock T, Grüning N, Michel S, Lukaszewska‐McGreal B, Voigt I, Hartmann L, Timmermann B, Lehrach H, Wolf E, Wurst W, Gailus‐Durner V, Fuchs H, H. de Angelis M, Schrewe H, Yuneva M, Ralser M. Low catalytic activity is insufficient to induce disease pathology in triosephosphate isomerase deficiency. J Inherit Metab Dis 2019; 42:839-849. [PMID: 31111503 PMCID: PMC7887927 DOI: 10.1002/jimd.12105] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Revised: 04/11/2019] [Accepted: 04/24/2019] [Indexed: 01/26/2023]
Abstract
Triosephosphate isomerase (TPI) deficiency is a fatal genetic disorder characterized by hemolytic anemia and neurological dysfunction. Although the enzyme defect in TPI was discovered in the 1960s, the exact etiology of the disease is still debated. Some aspects indicate the disease could be caused by insufficient enzyme activity, whereas other observations indicate it could be a protein misfolding disease with tissue-specific differences in TPI activity. We generated a mouse model in which exchange of a conserved catalytic amino acid residue (isoleucine to valine, Ile170Val) reduces TPI specific activity without affecting the stability of the protein dimer. TPIIle170Val/Ile170Val mice exhibit an approximately 85% reduction in TPI activity consistently across all examined tissues, which is a stronger average, but more consistent, activity decline than observed in patients or symptomatic mouse models that carry structural defect mutant alleles. While monitoring protein expression levels revealed no evidence for protein instability, metabolite quantification indicated that glycolysis is affected by the active site mutation. TPIIle170Val/Ile170Val mice develop normally and show none of the disease symptoms associated with TPI deficiency. Therefore, without the stability defect that affects TPI activity in a tissue-specific manner, a strong decline in TPI catalytic activity is not sufficient to explain the pathological onset of TPI deficiency.
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Affiliation(s)
- Joanna Segal
- The Molecular Biology of Metabolism Laboratory, Francis Crick InstituteLondonUK
| | - Michael Mülleder
- The Molecular Biology of Metabolism Laboratory, Francis Crick InstituteLondonUK
- Max Planck Institute for Molecular GeneticsBerlinGermany
| | - Antje Krüger
- Max Planck Institute for Molecular GeneticsBerlinGermany
| | - Thure Adler
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Institute for Medical Microbiology, Immunology, and HygieneMunichGermany
| | | | - Lore Becker
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Friedrich‐Baur‐Institute, Department of NeurologyLudwig‐Maximilians‐Universität MünchenMunichGermany
| | - Julia Calzada‐Wack
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Institute of Pathology, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Lillian Garrett
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Institute of Developmental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Sabine M. Hölter
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Institute of Developmental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Birgit Rathkolb
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Chair for Molecular Animal Breeding and Biotechnology, Gene CenterLudwig‐Maximilians‐Universität MünchenMunichGermany
- Member of German Center for Diabetes Research (DZD)Neuherberg/MunichGermany
| | - Jan Rozman
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Member of German Center for Diabetes Research (DZD)Neuherberg/MunichGermany
- Molecular Nutritional MedicineElse Kröner‐Fresenius Center, TUMFreising‐WeihenstephanGermany
| | - Ildiko Racz
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Ralf Fischer
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Dirk H. Busch
- Institute for Medical Microbiology, Immunology, and HygieneMunichGermany
| | - Frauke Neff
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Institute of Pathology, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Martin Klingenspor
- Molecular Nutritional MedicineElse Kröner‐Fresenius Center, TUMFreising‐WeihenstephanGermany
- ZIEL – Institute for Food and HealthTechnical University MunichFreising‐WeihenstephanGermany
| | - Thomas Klopstock
- Friedrich‐Baur‐Institute, Department of NeurologyLudwig‐Maximilians‐Universität MünchenMunichGermany
- Munich Cluster for Systems Neurology (SyNergy)Adolf‐Butenandt‐Institut, Ludwig‐Maximilians‐Universität MünchenMunichGermany
- Deutsches Zentrum für Neurodegenerative Erkrankungen e. V. (DZNE) Site MunichMunichGermany
| | | | - Steve Michel
- Max Planck Institute for Molecular GeneticsBerlinGermany
| | | | - Ingo Voigt
- Max Planck Institute for Molecular GeneticsBerlinGermany
| | | | | | - Hans Lehrach
- Max Planck Institute for Molecular GeneticsBerlinGermany
| | - Eckhard Wolf
- Chair for Molecular Animal Breeding and Biotechnology, Gene CenterLudwig‐Maximilians‐Universität MünchenMunichGermany
| | - Wolfgang Wurst
- Institute of Developmental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Munich Cluster for Systems Neurology (SyNergy)Adolf‐Butenandt‐Institut, Ludwig‐Maximilians‐Universität MünchenMunichGermany
- Deutsches Zentrum für Neurodegenerative Erkrankungen e. V. (DZNE) Site MunichMunichGermany
- Chair of Developmental GeneticsTUMFreising‐WeihenstephanGermany
| | - Valérie Gailus‐Durner
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Helmut Fuchs
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
| | - Martin H. de Angelis
- German Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum MünchenGerman Research Center for Environmental Health (GmbH)Neuherberg/MunichGermany
- Member of German Center for Diabetes Research (DZD)Neuherberg/MunichGermany
- Chair of Experimental GeneticsCenter of Life and Food Sciences Weihenstephan, TUMFreising‐WeihenstephanGermany
| | | | - Mariia Yuneva
- Oncogenes and Tumour Metabolism LaboratoryThe Francis Crick InstituteLondonUK
| | - Markus Ralser
- The Molecular Biology of Metabolism Laboratory, Francis Crick InstituteLondonUK
- Max Planck Institute for Molecular GeneticsBerlinGermany
- Cambridge Systems Biology Centre and Department of BiochemistryUniversity of CambridgeCambridgeUK
- Department of BiochemistryCharitè Universitätsmedizin BerlinBerlinGermany
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3
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Bonačić Lošić Ž, Donđivić T, Juretić D. Is the catalytic activity of triosephosphate isomerase fully optimized? An investigation based on maximization of entropy production. J Biol Phys 2017; 43:69-86. [PMID: 28050739 PMCID: PMC5323346 DOI: 10.1007/s10867-016-9434-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 11/21/2016] [Indexed: 11/29/2022] Open
Abstract
Triosephosphate isomerase (TIM) is often described as a fully evolved housekeeping enzyme with near-maximal possible reaction rate. The assumption that an enzyme is perfectly evolved has not been easy to confirm or refute. In this paper, we use maximization of entropy production within known constraints to examine this assumption by calculating steady-state cyclic flux, corresponding entropy production, and catalytic activity in a reversible four-state scheme of TIM functional states. The maximal entropy production (MaxEP) requirement for any of the first three transitions between TIM functional states leads to decreased total entropy production. Only the MaxEP requirement for the product (R-glyceraldehyde-3-phosphate) release step led to a 30% increase in enzyme activity, specificity constant kcat/KM, and overall entropy production. The product release step, due to the TIM molecular machine working in the physiological direction of glycolysis, has not been identified before as the rate-limiting step by using irreversible thermodynamics. Together with structural studies, our results open the possibility for finding amino acid substitutions leading to an increased frequency of loop six opening and product release.
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Affiliation(s)
| | - Tomislav Donđivić
- Medical High School, Šibenik, Ante Šupuka bb, 22000, Šibenik, Croatia
| | - Davor Juretić
- Mediterranean Institute for Life Sciences, Šetalište Ivana Meštrovića 45, 21000, Split, Croatia.
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4
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Hefzi H, Ang KS, Hanscho M, Bordbar A, Ruckerbauer D, Lakshmanan M, Orellana CA, Baycin-Hizal D, Huang Y, Ley D, Martinez VS, Kyriakopoulos S, Jiménez NE, Zielinski DC, Quek LE, Wulff T, Arnsdorf J, Li S, Lee JS, Paglia G, Loira N, Spahn PN, Pedersen LE, Gutierrez JM, King ZA, Lund AM, Nagarajan H, Thomas A, Abdel-Haleem AM, Zanghellini J, Kildegaard HF, Voldborg BG, Gerdtzen ZP, Betenbaugh MJ, Palsson BO, Andersen MR, Nielsen LK, Borth N, Lee DY, Lewis NE. A Consensus Genome-scale Reconstruction of Chinese Hamster Ovary Cell Metabolism. Cell Syst 2016; 3:434-443.e8. [PMID: 27883890 PMCID: PMC5132346 DOI: 10.1016/j.cels.2016.10.020] [Citation(s) in RCA: 138] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Revised: 06/16/2016] [Accepted: 10/21/2016] [Indexed: 12/22/2022]
Abstract
Chinese hamster ovary (CHO) cells dominate biotherapeutic protein production and are widely used in mammalian cell line engineering research. To elucidate metabolic bottlenecks in protein production and to guide cell engineering and bioprocess optimization, we reconstructed the metabolic pathways in CHO and associated them with >1,700 genes in the Cricetulus griseus genome. The genome-scale metabolic model based on this reconstruction, iCHO1766, and cell-line-specific models for CHO-K1, CHO-S, and CHO-DG44 cells provide the biochemical basis of growth and recombinant protein production. The models accurately predict growth phenotypes and known auxotrophies in CHO cells. With the models, we quantify the protein synthesis capacity of CHO cells and demonstrate that common bioprocess treatments, such as histone deacetylase inhibitors, inefficiently increase product yield. However, our simulations show that the metabolic resources in CHO are more than three times more efficiently utilized for growth or recombinant protein synthesis following targeted efforts to engineer the CHO secretory pathway. This model will further accelerate CHO cell engineering and help optimize bioprocesses.
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Affiliation(s)
- Hooman Hefzi
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA; Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Kok Siong Ang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore; Bioprocessing Technology Institute, Agency for Science, Technology and Research (A(∗)STAR), 20 Biopolis Way, 06-01, Centros, Singapore 138668, Singapore
| | - Michael Hanscho
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, 1190 Vienna, Austria; Austrian Centre of Industrial Biotechnology, 1190 Vienna, Austria
| | - Aarash Bordbar
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - David Ruckerbauer
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, 1190 Vienna, Austria; Austrian Centre of Industrial Biotechnology, 1190 Vienna, Austria
| | - Meiyappan Lakshmanan
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A(∗)STAR), 20 Biopolis Way, 06-01, Centros, Singapore 138668, Singapore
| | - Camila A Orellana
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Corner College and Cooper Roads (Building 75), Brisbane, QLD 4072, Australia
| | - Deniz Baycin-Hizal
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Yingxiang Huang
- Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla 92093, CA, USA
| | - Daniel Ley
- Department of Systems Biology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Veronica S Martinez
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Corner College and Cooper Roads (Building 75), Brisbane, QLD 4072, Australia
| | - Sarantos Kyriakopoulos
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A(∗)STAR), 20 Biopolis Way, 06-01, Centros, Singapore 138668, Singapore
| | - Natalia E Jiménez
- Centre for Biotechnology and Bioengineering, Department of Chemical Engineering and Biotechnology, University of Chile, Santiago 8370456, Chile; MATHomics, Center for Mathematical Modeling; Center for Genome Regulation (Fondap 15090007), University of Chile, Santiago 8370456, Chile
| | - Daniel C Zielinski
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Lake-Ee Quek
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Corner College and Cooper Roads (Building 75), Brisbane, QLD 4072, Australia
| | - Tune Wulff
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Johnny Arnsdorf
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Shangzhong Li
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA; Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Jae Seong Lee
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Giuseppe Paglia
- Center for Systems Biology, University of Iceland, 101 Reykjavik, Iceland
| | - Nicolas Loira
- Centre for Biotechnology and Bioengineering, Department of Chemical Engineering and Biotechnology, University of Chile, Santiago 8370456, Chile; MATHomics, Center for Mathematical Modeling; Center for Genome Regulation (Fondap 15090007), University of Chile, Santiago 8370456, Chile
| | - Philipp N Spahn
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA; Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Lasse E Pedersen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Jahir M Gutierrez
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA; Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Zachary A King
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Anne Mathilde Lund
- Department of Systems Biology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Harish Nagarajan
- Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla 92093, CA, USA
| | - Alex Thomas
- Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla 92093, CA, USA
| | - Alyaa M Abdel-Haleem
- Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Computational Bioscience Research Centre, King Abdullah University of Science and Technology, Thuwal 23955, Saudi Arabia
| | - Juergen Zanghellini
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, 1190 Vienna, Austria; Austrian Centre of Industrial Biotechnology, 1190 Vienna, Austria
| | - Helene F Kildegaard
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Bjørn G Voldborg
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Ziomara P Gerdtzen
- Centre for Biotechnology and Bioengineering, Department of Chemical Engineering and Biotechnology, University of Chile, Santiago 8370456, Chile; MATHomics, Center for Mathematical Modeling; Center for Genome Regulation (Fondap 15090007), University of Chile, Santiago 8370456, Chile
| | - Michael J Betenbaugh
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Bernhard O Palsson
- Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA; Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Mikael R Andersen
- Department of Systems Biology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Lars K Nielsen
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Corner College and Cooper Roads (Building 75), Brisbane, QLD 4072, Australia
| | - Nicole Borth
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, 1190 Vienna, Austria; Austrian Centre of Industrial Biotechnology, 1190 Vienna, Austria.
| | - Dong-Yup Lee
- Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585, Singapore; Bioprocessing Technology Institute, Agency for Science, Technology and Research (A(∗)STAR), 20 Biopolis Way, 06-01, Centros, Singapore 138668, Singapore.
| | - Nathan E Lewis
- Novo Nordisk Foundation Center for Biosustainability at the School of Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA.
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5
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Park SH, Kim HS, Park MS, Moon S, Song MK, Park HS, Hahn H, Kim SJ, Bae E, Kim HJ, Han BW. Structure and Stability of the Dimeric Triosephosphate Isomerase from the Thermophilic Archaeon Thermoplasma acidophilum. PLoS One 2015; 10:e0145331. [PMID: 26709515 PMCID: PMC4692482 DOI: 10.1371/journal.pone.0145331] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Accepted: 12/02/2015] [Indexed: 01/03/2023] Open
Abstract
Thermoplasma acidophilum is a thermophilic archaeon that uses both non-phosphorylative Entner-Doudoroff (ED) pathway and Embden-Meyerhof-Parnas (EMP) pathway for glucose degradation. While triosephosphate isomerase (TPI), a well-known glycolytic enzyme, is not involved in the ED pathway in T. acidophilum, it has been considered to play an important role in the EMP pathway. Here, we report crystal structures of apo- and glycerol-3-phosphate-bound TPI from T. acidophilum (TaTPI). TaTPI adopts the canonical TIM-barrel fold with eight α-helices and parallel eight β-strands. Although TaTPI shares ~30% sequence identity to other TPIs from thermophilic species that adopt tetrameric conformation for enzymatic activity in their harsh physiological environments, TaTPI exists as a dimer in solution. We confirmed the dimeric conformation of TaTPI by analytical ultracentrifugation and size-exclusion chromatography. Helix 5 as well as helix 4 of thermostable tetrameric TPIs have been known to play crucial roles in oligomerization, forming a hydrophobic interface. However, TaTPI contains unique charged-amino acid residues in the helix 5 and adopts dimer conformation. TaTPI exhibits the apparent Td value of 74.6°C and maintains its overall structure with some changes in the secondary structure contents at extremely acidic conditions (pH 1–2). Based on our structural and biophysical analyses of TaTPI, more compact structure of the protomer with reduced length of loops and certain patches on the surface could account for the robust nature of Thermoplasma acidophilum TPI.
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Affiliation(s)
- Sang Ho Park
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Hyoun Sook Kim
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Mi Seul Park
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Sojin Moon
- Department of Agricultural Biotechnology, Seoul National University, Seoul, Korea
| | - Mi Kyung Song
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Han Su Park
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Hyunggu Hahn
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Soon-Jong Kim
- Department of Chemistry, Mokpo National University, Chonnam, Korea
| | - Euiyoung Bae
- Department of Agricultural Biotechnology, Seoul National University, Seoul, Korea
| | - Hyun-Jung Kim
- College of Pharmacy, Chung-Ang University, Seoul, Korea
| | - Byung Woo Han
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Seoul National University, Seoul, Korea
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6
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Zhou J, Liao H, Li S, Zhou C, Huang Y, Li X, Liang C, Yu X. Molecular identification, immunolocalization, and characterization of Clonorchis sinensis triosephosphate isomerase. Parasitol Res 2015; 114:3117-24. [DOI: 10.1007/s00436-015-4530-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Accepted: 05/06/2015] [Indexed: 01/05/2023]
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7
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Aissa K, Kamoun F, Sfaihi L, Ghedira ES, Aloulou H, Kamoun T, Pissard S, Hachicha M. Hemolytic anemia and progressive neurologic impairment: think about triosephosphate isomerase deficiency. Fetal Pediatr Pathol 2014; 33:234-8. [PMID: 24840153 DOI: 10.3109/15513815.2014.915365] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
We have reported the first Tunisian case of triosephosphate isomerase (TPI) deficiency in a 2-year-old girl. She was the first child of a nonconsanguineous couple. The disease included a neonatal onset of chronic hemolytic anemia, recurrent low-respiratory infections then progressive neurological involvement. The diagnosis was made after her death from the TPI values of her parents who exhibited intermediate enzyme deficiency. Molecular study of TPI genes showed that the father and the mother are heterozygous for Glu105Asp mutation. Pediatricians must be alert to the differential diagnosis in patients having hemolytic anemia and other concomitant manifestations.
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Affiliation(s)
- Khaoula Aissa
- 1Faculté de médecine de Tunis, Université Tunis Elmanar. Hôpital Mohamed Tlatli de Nabeul, pediatrics, Nabeul, Tunisia
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8
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Zinsser VL, Hoey EM, Trudgett A, Timson DJ. Biochemical characterisation of triose phosphate isomerase from the liver fluke Fasciola hepatica. Biochimie 2013; 95:2182-9. [DOI: 10.1016/j.biochi.2013.08.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Accepted: 08/07/2013] [Indexed: 11/29/2022]
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9
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Li Z, He Y, Liu Q, Zhao L, Wong L, Kwoh CK, Nguyen H, Li J. Structural analysis on mutation residues and interfacial water molecules for human TIM disease understanding. BMC Bioinformatics 2013; 14 Suppl 16:S11. [PMID: 24564410 PMCID: PMC3853089 DOI: 10.1186/1471-2105-14-s16-s11] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background Human triosephosphate isomerase (HsTIM) deficiency is a genetic disease caused often by the pathogenic mutation E104D. This mutation, located at the side of an abnormally large cluster of water in the inter-subunit interface, reduces the thermostability of the enzyme. Why and how these water molecules are directly related to the excessive thermolability of the mutant have not been investigated in structural biology. Results This work compares the structure of the E104D mutant with its wild type counterparts. It is found that the water topology in the dimer interface of HsTIM is atypical, having a "wet-core-dry-rim" distribution with 16 water molecules tightly packed in a small deep region surrounded by 22 residues including GLU104. These water molecules are co-conserved with their surrounding residues in non-archaeal TIMs (dimers) but not conserved across archaeal TIMs (tetramers), indicating their importance in preserving the overall quaternary structure. As the structural permutation induced by the mutation is not significant, we hypothesize that the excessive thermolability of the E104D mutant is attributed to the easy propagation of atoms' flexibility from the surface into the core via the large cluster of water. It is indeed found that the B factor increment in the wet region is higher than other regions, and, more importantly, the B factor increment in the wet region is maintained in the deeply buried core. Molecular dynamics simulations revealed that for the mutant structure at normal temperature, a clear increase of the root-mean-square deviation is observed for the wet region contacting with the large cluster of interfacial water. Such increase is not observed for other interfacial regions or the whole protein. This clearly suggests that, in the E104D mutant, the large water cluster is responsible for the subunit interface flexibility and overall thermolability, and it ultimately leads to the deficiency of this enzyme. Conclusions Our study reveals that a large cluster of water buried in protein interfaces is fragile and high-maintenance, closely related to the structure, function and evolution of the whole protein.
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10
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Aguirre Y, Cabrera N, Aguirre B, Pérez-Montfort R, Hernandez-Santoyo A, Reyes-Vivas H, Enríquez-Flores S, de Gómez-Puyou MT, Gómez-Puyou A, Sanchez-Ruiz JM, Costas M. Different contribution of conserved amino acids to the global properties of triosephosphate isomerases. Proteins 2013; 82:323-35. [DOI: 10.1002/prot.24398] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Revised: 07/30/2013] [Accepted: 08/14/2013] [Indexed: 11/08/2022]
Affiliation(s)
- Yolanda Aguirre
- Departamento de Bioquímica y Biología Estructural; Instituto de Fisiología Celular; Universidad Nacional Autónoma de México; México D.F México
| | - Nallely Cabrera
- Departamento de Bioquímica y Biología Estructural; Instituto de Fisiología Celular; Universidad Nacional Autónoma de México; México D.F México
| | - Beatriz Aguirre
- Departamento de Bioquímica y Biología Estructural; Instituto de Fisiología Celular; Universidad Nacional Autónoma de México; México D.F México
| | - Ruy Pérez-Montfort
- Departamento de Bioquímica y Biología Estructural; Instituto de Fisiología Celular; Universidad Nacional Autónoma de México; México D.F México
| | | | - Horacio Reyes-Vivas
- Laboratorio de Bioquímica-Genética; Torre de Investigación, Instituto Nacional de Pediatría, Secretaría de Salud; 04530, México, D.F México
| | - Sergio Enríquez-Flores
- Laboratorio de Bioquímica-Genética; Torre de Investigación, Instituto Nacional de Pediatría, Secretaría de Salud; 04530, México, D.F México
| | - Marietta Tuena de Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural; Instituto de Fisiología Celular; Universidad Nacional Autónoma de México; México D.F México
| | - Armando Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural; Instituto de Fisiología Celular; Universidad Nacional Autónoma de México; México D.F México
| | - Jose M. Sanchez-Ruiz
- Departamento de Química Física; Facultad de Ciencias, Universidad de Granada; Granada Spain
| | - Miguel Costas
- Laboratorio de Biofisicoquímica, Departamento de Fisicoquímica; Facultad de Química, Universidad Nacional Autónoma de México; México D.F México
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11
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Zinsser VL, Farnell E, Dunne DW, Timson DJ. Triose phosphate isomerase from the blood flukeSchistosoma mansoni: Biochemical characterisation of a potential drug and vaccine target. FEBS Lett 2013; 587:3422-7. [DOI: 10.1016/j.febslet.2013.09.022] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Revised: 09/04/2013] [Accepted: 09/11/2013] [Indexed: 11/26/2022]
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12
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Roland BP, Stuchul KA, Larsen SB, Amrich CG, Vandemark AP, Celotto AM, Palladino MJ. Evidence of a triosephosphate isomerase non-catalytic function crucial to behavior and longevity. J Cell Sci 2013; 126:3151-8. [PMID: 23641070 DOI: 10.1242/jcs.124586] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Triosephosphate isomerase (TPI) is a glycolytic enzyme that converts dihydroxyacetone phosphate (DHAP) into glyceraldehyde 3-phosphate (GAP). Glycolytic enzyme dysfunction leads to metabolic diseases collectively known as glycolytic enzymopathies. Of these enzymopathies, TPI deficiency is unique in the severity of neurological symptoms. The Drosophila sugarkill mutant closely models TPI deficiency and encodes a protein prematurely degraded by the proteasome. This led us to question whether enzyme catalytic activity was crucial to the pathogenesis of TPI sugarkill neurological phenotypes. To study TPI deficiency in vivo we developed a genomic engineering system for the TPI locus that enables the efficient generation of novel TPI genetic variants. Using this system we demonstrate that TPI sugarkill can be genetically complemented by TPI encoding a catalytically inactive enzyme. Furthermore, our results demonstrate a non-metabolic function for TPI, the loss of which contributes significantly to the neurological dysfunction in this animal model.
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Affiliation(s)
- Bartholomew P Roland
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA
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13
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Hrizo SL, Fisher IJ, Long DR, Hutton JA, Liu Z, Palladino MJ. Early mitochondrial dysfunction leads to altered redox chemistry underlying pathogenesis of TPI deficiency. Neurobiol Dis 2013; 54:289-96. [PMID: 23318931 DOI: 10.1016/j.nbd.2012.12.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2012] [Revised: 11/28/2012] [Accepted: 12/21/2012] [Indexed: 12/19/2022] Open
Abstract
Triose phosphate isomerase (TPI) is responsible for the interconversion of dihydroxyacetone phosphate to glyceraldehyde-3-phosphate in glycolysis. Point mutations in this gene are associated with a glycolytic enzymopathy called TPI deficiency. This study utilizes a Drosophila melanogaster model of TPI deficiency; TPI(sugarkill) is a mutant allele with a missense mutation (M80T) that causes phenotypes similar to human TPI deficiency. In this study, the redox status of TPI(sugarkill) flies was examined and manipulated to provide insight into the pathogenesis of this disease. Our data show that TPI(sugarkill) animals exhibit higher levels of the oxidized forms of NAD(+), NADP(+) and glutathione in an age-dependent manner. Additionally, we demonstrate that mitochondrial redox state is significantly more oxidized in TPI(sugarkill) animals. We hypothesized that TPI(sugarkill) animals may be more sensitive to oxidative stress and that this may underlie the progressive nature of disease pathogenesis. The effect of oxidizing and reducing stressors on behavioral phenotypes of the TPI(sugarkill) animals was tested. As predicted, oxidative stress worsened these phenotypes. Importantly, we discovered that reducing stress improved the behavioral and longevity phenotypes of the mutant organism without having an effect on TPI(sugarkill) protein levels. Overall, these data suggest that reduced activity of TPI leads to an oxidized redox state in these mutants and that the alleviation of this stress using reducing compounds can improve the mutant phenotypes.
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Affiliation(s)
- Stacy L Hrizo
- Deparment of Pharmacology & Chemical Biology, University of Pittsburgh Medical School, Pittsburgh, PA 15261, USA.
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14
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The adaptive evolution divergence of triosephosphate isomerases between parasitic and free-living flatworms and the discovery of a potential universal target against flatworm parasites. Parasitol Res 2011; 109:283-9. [DOI: 10.1007/s00436-010-2249-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2010] [Accepted: 12/28/2010] [Indexed: 10/18/2022]
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15
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Wierenga RK, Kapetaniou EG, Venkatesan R. Triosephosphate isomerase: a highly evolved biocatalyst. Cell Mol Life Sci 2010; 67:3961-82. [PMID: 20694739 PMCID: PMC11115733 DOI: 10.1007/s00018-010-0473-9] [Citation(s) in RCA: 153] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2010] [Revised: 07/15/2010] [Accepted: 07/16/2010] [Indexed: 02/04/2023]
Abstract
Triosephosphate isomerase (TIM) is a perfectly evolved enzyme which very fast interconverts dihydroxyacetone phosphate and D: -glyceraldehyde-3-phosphate. Its catalytic site is at the dimer interface, but the four catalytic residues, Asn11, Lys13, His95 and Glu167, are from the same subunit. Glu167 is the catalytic base. An important feature of the TIM active site is the concerted closure of loop-6 and loop-7 on ligand binding, shielding the catalytic site from bulk solvent. The buried active site stabilises the enediolate intermediate. The catalytic residue Glu167 is at the beginning of loop-6. On closure of loop-6, the Glu167 carboxylate moiety moves approximately 2 Å to the substrate. The dynamic properties of the Glu167 side chain in the enzyme substrate complex are a key feature of the proton shuttling mechanism. Two proton shuttling mechanisms, the classical and the criss-cross mechanism, are responsible for the interconversion of the substrates of this enolising enzyme.
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Affiliation(s)
- R K Wierenga
- Biocenter Oulu and Department of Biochemistry, University of Oulu, P.O. Box 3000, 90014 Oulu, Finland.
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16
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Hrizo SL, Palladino MJ. Hsp70- and Hsp90-mediated proteasomal degradation underlies TPI sugarkill pathogenesis in Drosophila. Neurobiol Dis 2010; 40:676-83. [PMID: 20727972 DOI: 10.1016/j.nbd.2010.08.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Revised: 08/04/2010] [Accepted: 08/12/2010] [Indexed: 10/19/2022] Open
Abstract
Triosephosphate isomerase (TPI) deficiency is a severe glycolytic enzymopathy that causes progressive locomotor impairment and neurodegeneration, susceptibility to infection, and premature death. The recessive missense TPI(sugarkill) mutation in Drosophila melanogaster exhibits phenotypes analogous to human TPI deficiency such as progressive locomotor impairment, neurodegeneration, and reduced life span. We have shown that the TPI(sugarkill) protein is an active stable dimer; however, the mutant protein is turned over by the proteasome reducing cellular levels of this glycolytic enzyme. As proteasome function is often coupled with molecular chaperone activity, we hypothesized that TPI(sugarkill) is recognized by molecular chaperones that mediate the proteasomal degradation of the mutant protein. Coimmunoprecipitation data and analyses of TPI(sugarkill) turnover in animals with reduced or enhanced molecular chaperone activity indicate that both Hsp90 and Hsp70 are important for targeting TPI(sugarkill) for degradation. Furthermore, molecular chaperone and proteasome activity modified by pharmacological or genetic manipulations resulted in improved TPI(sugarkill) protein levels and rescue some but not all of the disease phenotypes suggesting that TPI deficiency pathology is complex. Overall, these data demonstrate a surprising role for Hsp70 and Hsp90 in the progression of neural dysfunction associated with TPI deficiency.
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Affiliation(s)
- Stacy L Hrizo
- Deparment of Pharmacology & Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA
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17
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Orosz F, Oláh J, Ovádi J. Triosephosphate isomerase deficiency: new insights into an enigmatic disease. Biochim Biophys Acta Mol Basis Dis 2009; 1792:1168-74. [PMID: 19786097 DOI: 10.1016/j.bbadis.2009.09.012] [Citation(s) in RCA: 107] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2009] [Revised: 09/16/2009] [Accepted: 09/21/2009] [Indexed: 10/20/2022]
Abstract
The triosephosphate isomerase (TPI) functions at a metabolic cross-road ensuring the rapid equilibration of the triosephosphates produced by aldolase in glycolysis, which is interconnected to lipid metabolism, to glycerol-3-phosphate shuttle and to the pentose phosphate pathway. The enzyme is a stable homodimer, which is catalytically active only in its dimeric form. TPI deficiency is an autosomal recessive multisystem genetic disease coupled with hemolytic anemia and neurological disorder frequently leading to death in early childhood. Various genetic mutations of this enzyme have been identified; the mutations result in decrease in the catalytic activity and/or the dissociation of the dimers into inactive monomers. The impairment of TPI activity apparently does not affect the energy metabolism at system level; however, it results in accumulation of dihydroxyacetone phosphate followed by its chemical conversion into the toxic methylglyoxal, leading to the formation of advanced glycation end products. By now, the research on this disease seems to enter a progressive stage by adapting new model systems such as Drosophila, yeast strains and TPI-deficient mouse, which have complemented the results obtained by prediction and experiments with recombinant proteins or erythrocytes, and added novel data concerning the complexity of the intracellular behavior of mutant TPIs. This paper reviews the recent studies on the structural and catalytic changes caused by mutation and/or nitrotyrosination of the isomerase leading to the formation of an aggregation-prone protein, a characteristic of conformational disorders.
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Affiliation(s)
- Ferenc Orosz
- Institute of Enzymology, Biological Research Center, Hungarian Academy of Sciences, H-1113 Budapest, Karolina u 29, Hungary.
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18
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Thakur SS, Deepalakshmi P, Gayathri P, Banerjee M, Murthy M, Balaram P. Detection of the protein dimers, multiple monomeric states and hydrated forms of Plasmodium falciparum triosephosphate isomerase in the gas phase. Protein Eng Des Sel 2009; 22:289-304. [DOI: 10.1093/protein/gzp005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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19
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Rodríguez-Almazán C, Arreola R, Rodríguez-Larrea D, Aguirre-López B, de Gómez-Puyou MT, Pérez-Montfort R, Costas M, Gómez-Puyou A, Torres-Larios A. Structural basis of human triosephosphate isomerase deficiency: mutation E104D is related to alterations of a conserved water network at the dimer interface. J Biol Chem 2008; 283:23254-63. [PMID: 18562316 DOI: 10.1074/jbc.m802145200] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Human triosephosphate isomerase deficiency is a rare autosomal disease that causes premature death of homozygous individuals. The most frequent mutation that leads to this illness is in position 104, which involves a conservative change of a Glu for Asp. Despite the extensive work that has been carried out on the E104D mutant enzyme in hemolysates and whole cells, the molecular basis of this disease is poorly understood. Here, we show that the purified, recombinant mutant enzyme E104D, while exhibiting normal catalytic activity, shows impairments in the formation of active dimers and low thermostability and monomerizes under conditions in which the wild type retains its dimeric form. The crystal structure of the E104D mutant at 1.85 A resolution showed that its global structure was similar to that of the wild type; however, residue 104 is part of a conserved cluster of 10 residues, five from each subunit. An analysis of the available high resolution structures of TIM dimers revealed that this cluster forms a cavity that possesses an elaborate conserved network of buried water molecules that bridge the two subunits. In the E104D mutant, a disruption of contacts of the amino acid side chains in the conserved cluster leads to a perturbation of the water network in which the water-protein and water-water interactions that join the two monomers are significantly weakened and diminished. Thus, the disruption of this solvent system would stand as the underlying cause of the deficiency.
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Affiliation(s)
- Claudia Rodríguez-Almazán
- Departamento de Bioquímica, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad Universitaria, Apartado Postal 70-243, Mexico City 04510, México
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20
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Degradation of functional triose phosphate isomerase protein underlies sugarkill pathology. Genetics 2008; 179:855-62. [PMID: 18458110 DOI: 10.1534/genetics.108.087551] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Triose phosphate isomerase (TPI) deficiency glycolytic enzymopathy is a progressive neurodegenerative condition that remains poorly understood. The disease is caused exclusively by specific missense mutations affecting the TPI protein and clinically features hemolytic anemia, adult-onset neurological impairment, degeneration, and reduced longevity. TPI has a well-characterized role in glycolysis, catalyzing the isomerization of dihydroxyacetone phosphate (DHAP) to glyceraldehyde-3-phosphate (G3P); however, little is known mechanistically about the pathogenesis associated with specific recessive mutations that cause progressive neurodegeneration. Here, we describe key aspects of TPI pathogenesis identified using the TPI(sugarkill) mutation, a Drosophila model of human TPI deficiency. Specifically, we demonstrate that the mutant protein is expressed, capable of forming a homodimer, and is functional. However, the mutant protein is degraded by the 20S proteasome core leading to loss-of-function pathogenesis.
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21
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Ralser M, Heeren G, Breitenbach M, Lehrach H, Krobitsch S. Triose phosphate isomerase deficiency is caused by altered dimerization--not catalytic inactivity--of the mutant enzymes. PLoS One 2006; 1:e30. [PMID: 17183658 PMCID: PMC1762313 DOI: 10.1371/journal.pone.0000030] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2006] [Accepted: 10/02/2006] [Indexed: 10/26/2022] Open
Abstract
Triosephosphate isomerase (TPI) deficiency is an autosomal recessive disorder caused by various mutations in the gene encoding the key glycolytic enzyme TPI. A drastic decrease in TPI activity and an increased level of its substrate, dihydroxyacetone phosphate, have been measured in unpurified cell extracts of affected individuals. These observations allowed concluding that the different mutations in the TPI alleles result in catalytically inactive enzymes. However, despite a high occurrence of TPI null alleles within several human populations, the frequency of this disorder is exceptionally rare. In order to address this apparent discrepancy, we generated a yeast model allowing us to perform comparative in vivo analyses of the enzymatic and functional properties of the different enzyme variants. We discovered that the majority of these variants exhibit no reduced catalytic activity per se. Instead, we observed, the dimerization behavior of TPI is influenced by the particular mutations investigated, and by the use of a potential alternative translation initiation site in the TPI gene. Additionally, we demonstrated that the overexpression of the most frequent TPI variant, Glu104Asp, which displays altered dimerization features, results in diminished endogenous TPI levels in mammalian cells. Thus, our results reveal that enzyme deregulation attributable to aberrant dimerization of TPI, rather than direct catalytic inactivation of the enzyme, underlies the pathogenesis of TPI deficiency. Finally, we discovered that yeast cells expressing a TPI variant exhibiting reduced catalytic activity are more resistant against oxidative stress caused by the thiol-oxidizing reagent diamide. This observed advantage might serve to explain the high allelic frequency of TPI null alleles detected among human populations.
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Affiliation(s)
- Markus Ralser
- Max Planck Institute for Molecular GeneticsBerlin, Germany
| | - Gino Heeren
- Department of Cell Biology, University of SalzburgSalzburg, Austria
| | | | - Hans Lehrach
- Max Planck Institute for Molecular GeneticsBerlin, Germany
| | - Sylvia Krobitsch
- Max Planck Institute for Molecular GeneticsBerlin, Germany
- * To whom correspondence should be addressed. E-mail:
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22
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Celotto AM, Frank AC, Seigle JL, Palladino MJ. Drosophila model of human inherited triosephosphate isomerase deficiency glycolytic enzymopathy. Genetics 2006; 174:1237-46. [PMID: 16980388 PMCID: PMC1667072 DOI: 10.1534/genetics.106.063206] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
Heritable mutations, known as inborn errors of metabolism, cause numerous devastating human diseases, typically as a result of a deficiency in essential metabolic products or the accumulation of toxic intermediates. We have isolated a missense mutation in the Drosophila sugarkill (sgk) gene that causes phenotypes analogous to symptoms of triosephosphate isomerase (TPI) deficiency, a human familial disease, characterized by anaerobic metabolic dysfunction resulting from pathological missense mutations affecting the encoded TPI protein. In Drosophila, the sgk gene encodes the glycolytic enzyme TPI. Our analysis of sgk mutants revealed TPI impairment associated with reduced longevity, progressive locomotor deficiency, and neural degeneration. Biochemical studies demonstrate that mutation of this glycolytic enzyme gene does not result in a bioenergetic deficit, suggesting an alternate cause of enzymopathy associated with TPI impairment.
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Affiliation(s)
- Alicia M Celotto
- Department of Pharmacology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15261, USA
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23
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Wajcman H. Anémies hémolytiques dues à des déficits en enzymes érythrocytaires autres que la G6PD. ACTA ACUST UNITED AC 2006. [DOI: 10.1016/s1155-1984(06)43442-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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24
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van Wijk R, van Solinge WW. The energy-less red blood cell is lost: erythrocyte enzyme abnormalities of glycolysis. Blood 2005; 106:4034-42. [PMID: 16051738 DOI: 10.1182/blood-2005-04-1622] [Citation(s) in RCA: 205] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
The red blood cell depends solely on the anaerobic conversion of glucose by the Embden-Meyerhof pathway for the generation and storage of high-energy phosphates, which is necessary for the maintenance of a number of vital functions. Many red blood cell enzymopathies have been described that disturb the erythrocyte's integrity, shorten its cellular survival, and result in hemolytic anemia. By far the majority of these enzymopathies are hereditary in nature. In this review, we summarize the current knowledge regarding the genetic, biochemical, and structural features of clinically relevant red blood cell enzymopathies involved in the Embden-Meyerhof pathway and the Rapoport-Luebering shunt.
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Affiliation(s)
- Richard van Wijk
- Department of Laboratory Medicine, Rm G03.550, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands
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25
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Aparicio R, Ferreira ST, Polikarpov I. Closed Conformation of the Active Site Loop of Rabbit Muscle Triosephosphate Isomerase in the Absence of Substrate: Evidence of Conformational Heterogeneity. J Mol Biol 2003; 334:1023-41. [PMID: 14643664 DOI: 10.1016/j.jmb.2003.10.022] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The active site loop of triosephosphate isomerase (TIM) exhibits a hinged-lid motion, alternating between the two well defined "open" and "closed" conformations. Until now the closed conformation had only been observed in protein complexes with substrate analogues. Here, we present the first rabbit muscle apo TIM structure, refined to 1.5A resolution, in which the active site loop is either in the open or in the closed conformation in different subunits of the enzyme. In the closed conformation described here, the lid loop residues participate in stabilizing hydrogen bonds characteristic of holo TIM structures, whereas chemical interactions observed in the open loop conformation are similar to those found in the apo structures of TIM. In the closed conformation, a number of water molecules are observed at the projected ligand atom positions that are hydrogen bonded to the active site residues. Additives used during crystallization (DMSO and Tris molecules and magnesium atoms) were modeled in the electron density maps. However, no specific binding of these molecules is observed at, or close to, the active site and the lid loop. To further investigate this unusual closed conformation of the apo enzyme, two more rabbit muscle TIM structures, one in the same and another in a different crystal form, were determined. These structures present the open lid conformation only, indicating that the closed conformation cannot be explained by crystal contact effects. To rationalize why the active site loop is closed in the absence of ligand in one of the subunits, extensive comparison with previously solved TIM structures was carried out, supported by the bulk of available experimental information about enzyme kinetics and reaction mechanism of TIM. The observation of both open and closed lid conformations in TIM crystals might be related to a persistent conformational heterogeneity of this protein in solution.
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Affiliation(s)
- Ricardo Aparicio
- Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador SãoCarlense, 400, São Carlos, SP 13560-970, Brazil
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26
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Ahmed N, Battah S, Karachalias N, Babaei-Jadidi R, Horányi M, Baróti K, Hollan S, Thornalley PJ. Increased formation of methylglyoxal and protein glycation, oxidation and nitrosation in triosephosphate isomerase deficiency. Biochim Biophys Acta Mol Basis Dis 2003; 1639:121-32. [PMID: 14559119 DOI: 10.1016/j.bbadis.2003.08.002] [Citation(s) in RCA: 105] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Triosephosphate isomerase deficiency is associated with the accumulation of dihydroxyacetonephosphate (DHAP) to abnormally high levels, congenital haemolytic anaemia and a clinical syndrome of progressive neuromuscular degeneration leading to infant mortality. DHAP degrades spontaneously to methylglyoxal (MG)--a potent precursor of advanced glycation endproducts (AGEs). MG is detoxified to D-lactate intracellularly by the glyoxalase system. We investigated the changes in MG metabolism and markers of protein glycation, oxidation and nitrosation in a Hungarian family with two germline identical brothers, compound heterozygotes for triosephosphate isomerase deficiency, one with clinical manifestations of chronic neurodegeneration and the other neurologically intact. The concentration of MG and activity of glyoxalase I in red blood cells (RBCs) were increased, and the concentrations of D-lactate in blood plasma and D-lactate urinary excretion were also increased markedly in the propositus. There were concomitant increases in MG-derived AGEs and the oxidative marker dityrosine in hemoglobin. Smaller and nonsignificant increases were found in the neurologically unaffected brother and parents. There was a marked increase (15-fold) in urinary excretion of the nitrosative stress marker 3-nitrotyrosine in the propositus. The increased derangement of MG metabolism and associated glycation, oxidative and nitrosative stress in the propositus may be linked to neurodegenerative process in triosephosphate isomerase deficiency.
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Affiliation(s)
- Naila Ahmed
- Department of Biological Sciences, University of Essex, Central Campus, Wivenhoe Park, Colchester, Essex CO4 3SQ, UK
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27
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Brinda KV, Kannan N, Vishveshwara S. Analysis of homodimeric protein interfaces by graph-spectral methods. Protein Eng Des Sel 2002; 15:265-77. [PMID: 11983927 DOI: 10.1093/protein/15.4.265] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The quaternary structures impart structural and functional credibility to proteins. In a multi-subunit protein, it is important to understand the factors that drive the association or dissociation of the subunits. It is a well known fact that both hydrophobic and charged interactions contribute to the stability of the protein interface. The interface residues are also known to be highly conserved. Though they are buried in the oligomer, these residues are either exposed or partially exposed in the monomer. It is felt that a systematic and objective method of identifying interface clusters and their analysis can significantly contribute to the identification of a residue or a collection of residues important for oligomerization. Recently, we have applied the techniques of graph-spectral methods to a variety of problems related to protein structure and folding. A major advantage of this methodology is that the problem is viewed from a global protein topology point of view rather than localized regions of the protein structure. In the present investigation, we have applied the methods of graph-spectral analysis to identify side chain clusters at the interface and the centers of these clusters in a set of homodimeric proteins. These clusters are analyzed in terms of properties such as amino acid composition, accessibility to solvent and conservation of residues. Interesting results such as participation of charged and aromatic residues like arginine, glutamic acid, histidine, phenylalanine and tyrosine, consistent with earlier investigations, have emerged from these analyses. Important additional information is that the residues involved are a part of a cluster(s) and that they are sequentially distant residues which have come closer to each other in the three-dimensional structure of the protein. These residues can easily be detected using our graph-spectral algorithm. This method has also been used to identify important residues ('hot spots') in dimerization and also to detect dimerization sites on the monomer. The residues predicted using the present algorithm have correlated well with the experiments indicating the efficacy of this method in predicting residues involved in dimer stability.
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Affiliation(s)
- K V Brinda
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560 012, India
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28
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Warren JJ, Moore PB. A maximum likelihood method for determining D(a)(PQ) and R for sets of dipolar coupling data. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2001; 149:271-275. [PMID: 11318629 DOI: 10.1006/jmre.2001.2307] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The algorithms available today that use dipolar coupling data for macromolecular structure determination require the independent determination of two parameters, D(a)(PQ) and R. Methods exist for obtaining these parameters when the set of dipolar couplings available is large and the orientations of the interatomic vectors on which they report is isotropically distributed. These methods are less satisfactory when the set is small and anisotropic. Described here is a maximum likelihood method that extracts accurate values for D(a)(PQ) and R from small, anisotropic data sets. Also demonstrated is a procedure for estimating the errors associated with the values of D(a)(PQ) and R obtained and for incorporating these errors into refinement protocols.
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Affiliation(s)
- J J Warren
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520, USA
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29
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Arya R, Lalloz MR, Bellingham AJ, Layton DM. Evidence for founder effect of the Glu104Asp substitution and identification of new mutations in triosephosphate isomerase deficiency. Hum Mutat 2000; 10:290-4. [PMID: 9338582 DOI: 10.1002/(sici)1098-1004(1997)10:4<290::aid-humu4>3.0.co;2-l] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Triosephosphate isomerase (TPI) deficiency is an autosomal recessive disorder of glycolysis characterized by multisystem disease and lethality in early childhood. Among seven unrelated Northern European kindreds with clinical TPI deficiency studied, a single missense mutation at codon 104 (GAG;Glu-->GAC;Asp) predominated, accounting for 11/14 (79%) mutant alleles. In three families molecular analysis revealed compound heterozygosity for Glu104Asp and novel missense mutations. In two cases the second mutation was a Cys to Tyr substitution at codon 41 (TGT-->TAT) and in one an Ile to Val substitution at codon 170(ATT-->GTT). The origin of the Glu104Asp mutation was defined by haplotype analysis using a novel G/A polymorphism at nucleotide 2898 of the TPI gene. Cosegregation of the low frequency 2898A allele with the G-->C base change at nucleotide 315 supports a single origin for the Glu104Asp mutation in a common ancestor.
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Affiliation(s)
- R Arya
- Department of Haematological Medicine, King's College School of Medicine & Dentistry, London, UK
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30
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Schneider AS. Triosephosphate isomerase deficiency: historical perspectives and molecular aspects. Best Pract Res Clin Haematol 2000; 13:119-40. [PMID: 10916682 DOI: 10.1053/beha.2000.0061] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
In this chapter, the original descriptions and pre-molecular studies of triosephosphate isomerase (TPI) deficiency are summarized, and the molecular aspects of the disease presented. The gene is well characterized, and several mutations have been described. Structure-function studies have led to an increased understanding of impaired catalysis. All kindreds that have been studied with the predominant Glu104Asp mutation are linked by a common haplotype, indicating descent from a common ancestor. Variant upstream substitutions occur in high frequency in persons of African and East Asian lineage and in lower frequency in other groups, but the possible role, if any, of these variants in clinical TPI deficiency requires further investigation. The possible contribution of deviant lipid metabolism to the pathogenesis of the disorder has been extensively investigated, and an intriguing new area of inquiry is the apparent cell-to-cell transfer of enzyme in cell culture systems, raising the question of the feasibility of enzyme or gene replacement therapy.
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Affiliation(s)
- A S Schneider
- Department of Pathology, Finch University of Health Sciences/Chicago Medical School, IL 60044, USA
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31
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Abstract
Red blood cell enzyme activities are measured mainly to diagnose hereditary nonspherocytic hemolytic anemia associated with enzyme anomalies. At least 15 enzyme anomalies associated with hereditary hemolytic anemia have been reported. Some nonhematologic disease can also be diagnosed by the measurement of red blood cell enzyme activities in the case in which enzymes of red blood cells and the other organs are under the same genetic control. Progress in molecular biology has provided a new perspective. Techniques such as the polymerase chain reaction and single-strand conformation polymorphism analysis have greatly facilitated the molecular analysis of erythroenzymopathies. These studies have clarified the correlation between the functional and structural abnormalities of the variant enzymes. In general, the mutations that induce an alteration of substrate binding site and/or enzyme instability might result in markedly altered enzyme properties and severe clinical symptoms.
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Affiliation(s)
- H Fujii
- Department of Blood Transfusion Medicine, Tokyo Women's Medical College, Japan
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32
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Watanabe M, Zingg BC, Mohrenweiser HW. Molecular analysis of a series of alleles in humans with reduced activity at the triosephosphate isomerase locus. Am J Hum Genet 1996; 58:308-16. [PMID: 8571957 PMCID: PMC1914533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Individuals with 50% of expected triosephosphate isomerase (TPI) enzyme activity have been previously identified in families during the screening of approximately 2,000 newborn children for quantitative variation in activity of 12 erythrocyte enzymes. The frequency of the trait was 9/1,713 individuals in the Caucasian population and 7/168 individuals among the African-American population studied. Genetic transmission of the trait was confirmed in all families. The frequency of the presumptive deficiency allele(s) at the TPI locus was greater than expected, given the reported incidence of clinical TPI deficiency. We report the molecular characterization of the variant alleles from seven African-American and three Caucasian individuals in this group of unrelated individuals. Three amino acid substitutions--a Gly-->Ala substitution at residue 72, a Val-->Met at residue 154, and a previously described Glu-->Asp substitution at residue 104--were identified in the Caucasian individuals. The substitutions occur at residues that are not directly involved in the active site but are highly conserved through evolutionary time, suggesting important roles for these residues in maintenance of subunit structure and conformation. The variant allele in the seven African-American individuals had nucleotide changes at positions -8 and -5 (5' of) from the transcription-initiation site. In three of these individuals, an additional T-->G substitution was detected in a TATA box-like sequence located 24 nucleotides 5' of the transcription-initiation site and on the same chromosome as the -5/-8 substitutions. Thus, molecular alterations at the TPI locus were detected in 10 unrelated individuals in whom segregation of a phenotype of reduced TPI activity previously had been identified.
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Affiliation(s)
- M Watanabe
- Biology and Biotechnology Research Program, Lawrence Livermore National Laboratory, CA 94550, USA
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33
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Miwa S, Fujii H. Molecular basis of erythroenzymopathies associated with hereditary hemolytic anemia: tabulation of mutant enzymes. Am J Hematol 1996; 51:122-32. [PMID: 8579052 DOI: 10.1002/(sici)1096-8652(199602)51:2<122::aid-ajh5>3.0.co;2-#] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Molecular abnormalities of erythroenzymopathies associated with hereditary hemolytic anemia have been determined by means of molecular biology. Pyruvate kinase (PK) deficiency is the most common and well-characterized enzyme deficiency in the glycolytic pathway, and it causes hereditary hemolytic anemia. To date, 47 gene mutations have been identified. We identified one base deletion, one splicing mutation, and six distinct missense mutations in 12 unrelated families with a homozygous PK deficiency. Mutations located near the substrate or fructose-1,6- diphosphate binding site may change the conformation of the active site, resulting in a drastic loss of activity and severe clinical symptoms. Glucose-6-phosphate dehydrogenase (G6PD)deficiency is the most common metabolic disorder, and it is associated with chronic hemolytic anemia and/or drug- or infection-induced acute hemolytic attack. An estimated 400 million people are affected worldwide. The mutations responsible for about 78 variants have been determined. Some have polymorphic frequencies in different populations. Most variants are produced by one or two nucleotide substitutions. Molecular studies have disclosed that most of the class 1 G6PD variants associated with chronic hemolysis have the mutations surrounding either the substrate or the NADP binding site. Among rare enzymopathies, missense mutations have been determined in deficiencies of glucosephosphate isomerase, (TPI), phosphoglycerate kinase, and adenylate kinase. Compound heterozygosity with missense mutation and base deletion has been determined in deficiencies of hexokinase and diphosphoglyceromutase. Compound heterozygosity with missense and nonsense mutations has been identified in TPI deficiency. One base junction mutations resulting in abnormally spliced PFK-M mRNA have been identified in homozygous PFK deficiency. An exception is hemolytic anemia due to increased adenosine deaminase activity. The basic abnormality appears to result from the overproduction of a structurally normal enzyme.
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Affiliation(s)
- S Miwa
- Okinawa Memorial Institute for Medical Research, Tokyo Women's Medical College, Japan
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34
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Peral B, San Millán JL, Ong AC, Gamble V, Ward CJ, Strong C, Harris PC. Screening the 3' region of the polycystic kidney disease 1 (PKD1) gene reveals six novel mutations. Am J Hum Genet 1996; 58:86-96. [PMID: 8554072 PMCID: PMC1914963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Recently, the gene for the most common form of autosomal dominant polycystic kidney disease (ADPKD), PKD1 (polycystic kidney disease 1), has been fully characterized and shown to encode an integral membrane protein, polycystin, involved in cell-cell and/or cell-matrix interactions. Study of the PKD1 gene has been complicated because most of the gene lies in a genomic region reiterated several times elsewhere on the same chromosome, and consequently only seven mutations have been described so far. Here we report a systematic screen covering approximately 80% of the approximately 2.75 kb of translated transcript that is encoded by single-copy DNA. We have identified and characterized six novel mutations that, together with the previously described changes, amount to a detection rate of 10%-15% in the population studied. The newly described mutations are two deletions, an insertion of a T-nucleotide causing a frame shift, two single-base-pair substitutions resulting in premature stop codons, and a G-->C transversion that may be a missense mutation. These results have important implications for genetic diagnosis of PKD1 because they indicate that the majority of mutations lie within the duplicated area, which is difficult to study. The regions of polycystin removed in each mutation so far described are assessed for their functional significance; an area disrupted by two new small in-frame changes is highlighted. PKD1 mutations are contrasted with those in the PKD1/TSC2 contiguous-gene syndrome, and the likely mutational mechanism in PKD1 is considered.
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Affiliation(s)
- B Peral
- MRC Molecular Haematology Unit, Institute of Molecular Medicine, John Radcliffe Hospital, Headington, Oxford, United Kingdom
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35
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Schneider A, Westwood B, Yim C, Prchal J, Berkow R, Labotka R, Warrier R, Beutler E. Triosephosphate isomerase deficiency: repetitive occurrence of point mutation in amino acid 104 in multiple apparently unrelated families. Am J Hematol 1995; 50:263-8. [PMID: 7485100 DOI: 10.1002/ajh.2830500407] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The molecular basis of triosephosphate isomerase (TPI) deficiency was studied in 3 patients from three separate families. In all 3 patients, genomic DNA directly sequenced after amplification by the polymerase chain reaction exhibited the point mutation TPI315C amino acid 104 Glu-->Asp. Although other mutations known to cause TPI deficiency have been restricted to single families, the amino acid 104 defect has now been described in nine apparently unrelated families throughout the world and is clearly the most frequently occurring form of the disorder. The basis of the repetitive occurrence of this mutation remains unexplained.
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Affiliation(s)
- A Schneider
- Department of Molecular and Experimental Medicine, Scripps Research Institute, La Jolla, California, USA
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36
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Pekrun A, Neubauer BA, Eber SW, Lakomek M, Seidel H, Schröter W. Triosephosphate isomerase deficiency: biochemical and molecular genetic analysis for prenatal diagnosis. Clin Genet 1995; 47:175-9. [PMID: 7628118 DOI: 10.1111/j.1399-0004.1995.tb03955.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Inherited deficiency of the glycolytic enzyme triosephosphate isomerase leads to a multisystem disorder characterized by progressive neuromuscular dysfunction, chronic nonspherocytic hemolytic anemia and increased susceptibility to severe infections. Most patients die within the first 6 years. We examined a family with severe triosephosphate isomerase deficiency. The 1-year-old index patient suffered from hemolytic anemia, neuromuscular impairment and pneumonias, with the necessity of intermitten mechanical ventilation. Triosephosphate isomerase activity in erythrocytes was reduced to about 20% of normal. Heat stability of the enzyme was strongly reduced; concentration of the physiological substrate, dihydroxyacetone phosphate was increased 20-fold due to the metabolic block. Direct sequencing of the triosephosphate isomerase gene revealed homozygosity for the formerly described GAG-->GAC-mutation changing 104 Glu-->Asp. During a 2nd pregnancy we examined a cord blood sample obtained in the 19th gestational week. The biochemical data on enzyme activity, heat stability of the enzyme and concentration of dihydroxyacetone phosphate were in the normal range. The molecular genetic analysis confirmed the presence of the normal triosephosphate isomerase alleles. Pregnancy was continued, resulting in the delivery of an unaffected, healthy newborn.
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Affiliation(s)
- A Pekrun
- Universitäts-Kinderklinik, Göttingen, Germany
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37
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Verlinde CL, Merritt EA, Van den Akker F, Kim H, Feil I, Delboni LF, Mande SC, Sarfaty S, Petra PH, Hol WG. Protein crystallography and infectious diseases. Protein Sci 1994; 3:1670-86. [PMID: 7849584 PMCID: PMC2142599 DOI: 10.1002/pro.5560031006] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The current rapid growth in the number of known 3-dimensional protein structures is producing a database of structures that is increasingly useful as a starting point for the development of new medically relevant molecules such as drugs, therapeutic proteins, and vaccines. This development is beautifully illustrated in the recent book, Protein structure: New approaches to disease and therapy (Perutz, 1992). There is a great and growing promise for the design of molecules for the treatment or prevention of a wide variety of diseases, an endeavor made possible by the insights derived from the structure and function of crucial proteins from pathogenic organisms and from man. We present here 2 illustrations of structure-based drug design. The first is the prospect of developing antitrypanosomal drugs based on crystallographic, ligand-binding, and molecular modeling studies of glycolytic glycosomal enzymes from Trypanosomatidae. These unicellular organisms are responsible for several tropical diseases, including African and American trypanosomiases, as well as various forms of leishmaniasis. Because the target enzymes are also present in the human host, this project is a pioneering study in selective design. The second illustrative case is the prospect of designing anti-cholera drugs based on detailed analysis of the structure of cholera toxin and the closely related Escherichia coli heat-labile enterotoxin. Such potential drugs can be targeted either at inhibiting the toxin's receptor binding site or at blocking the toxin's intracellular catalytic activity. Study of the Vibrio cholerae and E. coli toxins serves at the same time as an example of a general approach to structure-based vaccine design. These toxins exhibit a remarkable ability to stimulate the mucosal immune system, and early results have suggested that this property can be maintained by engineered fusion proteins based on the native toxin structure. The challenge is thus to incorporate selected epitopes from foreign pathogens into the native framework of the toxin such that crucial features of both the epitope and the toxin are maintained. That is, the modified toxin must continue to evoke a strong mucosal immune response, and this response must be directed against an epitope conformation characteristic of the original pathogen.
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Affiliation(s)
- C L Verlinde
- Department of Biological Structure, University of Washington, Seattle 98195
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38
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Mande SC, Mainfroid V, Kalk KH, Goraj K, Martial JA, Hol WG. Crystal structure of recombinant human triosephosphate isomerase at 2.8 A resolution. Triosephosphate isomerase-related human genetic disorders and comparison with the trypanosomal enzyme. Protein Sci 1994; 3:810-21. [PMID: 8061610 PMCID: PMC2142725 DOI: 10.1002/pro.5560030510] [Citation(s) in RCA: 99] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The crystal structure of recombinant human triosephosphate isomerase (hTIM) has been determined complexed with the transition-state analogue 2-phosphoglycolate at a resolution of 2.8 A. After refinement, the R-factor is 16.7% with good geometry. The asymmetric unit contains 1 complete dimer of 53,000 Da, with only 1 of the subunits binding the inhibitor. The so-called flexible loop, comprising residues 168-174, is in its "closed" conformation in the subunit that binds the inhibitor, and in the "open" conformation in the other subunit. The tips of the loop in these 2 conformations differ up to 7 A in position. The RMS difference between hTIM and the enzyme of Trypanosoma brucei, the causative agent of sleeping sickness, is 1.12 A for 487 C alpha positions with 53% sequence identity. Significant sequence differences between the human and parasite enzymes occur at about 13 A from the phosphate binding site. The chicken and human enzymes have an RMS difference of 0.69 A for 484 equivalent residues and about 90% sequence identity. Complementary mutations ensure a great similarity in the packing of side chains in the core of the beta-barrels of these 2 enzymes. Three point mutations in hTIM have been correlated with severe genetic disorders ranging from hemolytic disorder to neuromuscular impairment. Knowledge of the structure of the human enzyme provides insight into the probable effect of 2 of these mutations, Glu 104 to Asp and Phe 240 to Ile, on the enzyme. The third mutation reported to be responsible for a genetic disorder, Gly 122 to Arg, is however difficult to explain. This residue is far away from both catalytic centers in the dimer, as well as from the dimer interface, and seems unlikely to affect stability or activity. Inspection of the 3-dimensional structure of trypanosomal triosephosphate isomerase, which has a methionine at position 122, only increased the mystery of the effects of the Gly to Arg mutation in the human enzyme.
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Affiliation(s)
- S C Mande
- Department of Biological Structure, School of Medicine, University of Washington, Seattle 98195
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39
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Hollán S, Fujii H, Hirono A, Hirono K, Karro H, Miwa S, Harsányi V, Gyódi E, Inselt-Kovács M. Hereditary triosephosphate isomerase (TPI) deficiency: two severely affected brothers one with and one without neurological symptoms. Hum Genet 1993; 92:486-90. [PMID: 8244340 DOI: 10.1007/bf00216456] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
A 13-year-old Hungarian boy (B.J.Jr.) with congenital haemolytic anaemia (CHA) and hyperkinetic torsion dyskinesia was found to have severe triose-phosphate isomerase (TPI) deficiency. One of his two brothers (A.J.), a 23-year-old amateur wrestler, has CHA as well, but no neurological symptoms. Both have less than 10% TPI activity and a highly increased dihydroxyacetone phosphate (DHAP) level in their red blood cells. Their TPI had a slow electrophoretic mobility and was heat unstable. Both parents and a third brother are healthy heterozygous carriers of the defect. A.J. represents a unique phenotype from the point of view that all published "homozygotes" had severe neurological alterations from infancy or early childhood except one infant who died at 11 months, probably too young for neurological symptoms to be noted. In contrast to the two affected Hungarian brothers all but one "homozygote" has died before the age of 6 years. The striking difference in the clinical course of the defect between the two brothers with the same severe red blood cell enzyme deficiency may originate from unusual differences between two double heterozygous brothers resulting inter alia in different levels of TPI expression in various tissues. Significantly lower TPI activities were found in both the T- and B-cells of the propositus as compared to the respective cells of the neurologically symptom-free brother.
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Affiliation(s)
- S Hollán
- National Institute of Haematology, Blood Transfusion and Immunology, Budapest, Hungary
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40
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Chang ML, Artymiuk PJ, Wu X, Hollán S, Lammi A, Maquat LE. Human triosephosphate isomerase deficiency resulting from mutation of Phe-240. Am J Hum Genet 1993; 52:1260-9. [PMID: 8503454 PMCID: PMC1682273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Triosephosphate isomerase (TPI; D-glyceraldehyde-3-phosphate ketolisomerase [E.C.5.3.1.1]) deficiency is an autosomal recessive disorder that typically results in chronic, nonspherocytic hemolytic anemia and in neuromuscular impairment. The molecular basis of this disease was analyzed for one Hungarian family and for two Australian families by localizing the defects in TPI cDNA and by determining how each defect affects TPI gene expression. The Hungarian family is noteworthy in having the first reported case of an individual, A. Jó., who harbors two defective TPI alleles but who does not manifest neuromuscular disabilities. This family was characterized by two mutations that have never been described. One is a missense mutation within codon 240 (TTC [Phe]-->CTC [Leu]), which creates a thermolabile protein, as indicated by the results of enzyme activity assays using cell extracts. This substitution, which changes a phylogenetically conserved amino acid, may affect enzyme activity by disrupting intersubunit contacts or substrate binding, as deduced from enzyme structural studies. The other mutation has yet to be localized but reduces the abundance of TPI mRNA 10-20-fold. Each of the Australian families was characterized by a previously described mutation within codon 104 (GAG [Glu]-->GAC [Asp]), which also results in thermolabile protein.
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Affiliation(s)
- M L Chang
- Department of Human Genetics, Roswell Park Cancer Institute, Buffalo, NY 14263
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41
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Perry BA, Mohrenweiser HW. Human triosephosphate isomerase: substitution of Arg for Gly at position 122 in a thermolabile electromorph variant, TPI-Manchester. Hum Genet 1992; 88:634-8. [PMID: 1339398 DOI: 10.1007/bf02265287] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Denaturing gradient gel electrophoreses of polymerase chain reaction amplified DNA products and subsequent direct sequencing identified a G-to-A transition causing a replacement of Gly 122 with Arg in an electrophoretic mobility variant of human triosephosphate isomerase, TPI-Manchester. This was the only TPI electromorph variant detected in screening of greater than 3,400 humans in an Ann Arbor, Mich. population. This substitution is at the amino terminus or solvent interaction end of the fifth beta sheet of the alpha/beta barrel structure. The TPI-Manchester variant is a thermolabile enzyme, but the stability of the variant enzyme is not sensitive to other denaturants. This amino acid substitution does not involve residues of the active site and does not detectably alter the kinetic properties of the enzyme. The data provide additional insight into the amino acid residues that are important for the maintenance of the structural characteristics of this very evolutionary constrained protein.
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Affiliation(s)
- B A Perry
- Biomedical Sciences Division, Lawrence Livermore National Laboratory, Livermore, CA 94550
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42
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Liu X, Scott PG, Otter A, Kotovych G. A sequence-dependent 1H-NMR study on the formation of beta-turns in tetrapeptides containing charged residues. Biopolymers 1992; 32:119-30. [PMID: 1322199 DOI: 10.1002/bip.360320203] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The importance of side-chain charge interactions in the formation of beta-turns was studied. Sixteen protected NAc-tetrapeptide amides were studied, namely the variants of DEKS: NEKS, EEKS, DDKS, DQKS, NQKS, DERS, NERS, EERS, DDRS, NDRS, DQRS, and DKES. Three tetrapeptides--NPDM, NSDM, and NDDS--were also studied as they have a high probability of forming beta-turns, based on statistical predictions. The results indicate that a small proportion of type I beta-turn exists in solutions of DEKS and DERS in methanol/water (60/40), while NEKS has an even smaller population of this turn. The other tetrapeptides are present in solution only in the extended conformation. These results clearly show the importance of the salt bridge between the side chains of K2 and E3 or R2 and E3, as well as the importance of the charge on the side chain of the first residue in stabilizing the beta-turn. The relevance of statistical predictions for beta-turns in short peptides is discussed.
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Affiliation(s)
- X Liu
- Department of Chemistry, University of Alberta, Edmonton, Canada
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43
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Eber SW, Pekrun A, Bardosi A, Gahr M, Krietsch WK, Krüger J, Matthei R, Schröter W. Triosephosphate isomerase deficiency: haemolytic anaemia, myopathy with altered mitochondria and mental retardation due to a new variant with accelerated enzyme catabolism and diminished specific activity. Eur J Pediatr 1991; 150:761-6. [PMID: 1959537 DOI: 10.1007/bf02026706] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
A new triosephosphate isomerase (TPI) variant is described in an 8-year-old Turkish girl suffering from chronic haemolytic anaemia, myopathy and developmental retardation since early infancy. The enzyme activity profile revealed a generalized deficiency in erythrocytes, granulocytes, mononuclear blood cells, skeletal muscle tissue and cerebrospinal fluid. The concentration of enzyme substrate dihydroxyacetone phosphate was distinctly elevated. Biochemical examination showed accelerated enzyme deamidation, the first step in the normal catabolism of TPI during aging of the erythrocyte. The specific activity of the variant TPI, determined by antibody titration, was reduced to 61% of normal. Its heat stability was markedly decreased. Muscle biopsy and neuropsychological testing further clarified the pathogenesis of the disorder. A prevalent alteration of mitochondria similar to that seen in mitochondrial myopathy and an elevated amount of intracellular glycogen were found. The patient's retarded intellectual development was mainly due to impaired visual perception and sensory-motor co-ordination in addition to a lack of syllogistic reasoning. The findings indicate that the low TPI activity leads to a metabolic block of the glycolytic pathway and hence to a generalized impairment of cellular energy supply.
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Affiliation(s)
- S W Eber
- Children's Hospital, University of Göttingen, Federal Republic of Germany
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44
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Abstract
During the relatively recent period in which normal genes for most red cell enzymes have been isolated, the techniques of molecular biology have been applied to the studies of erythroenzymopathy. Single nucleotide substitutions have been identified in aldolase, triosephosphate isomerase, glucose 6-phosphate dehydrogenase, and adenylate kinase variants by the cloning and nucleotide sequence of the patients' genes. Up to now, all of the enzyme-deficient variants which have been investigated have been caused by point mutations. An exception is a hemolytic anemia secondary to increased adenosine deaminase (ADA) activity. Red cell ADA activity increases on the order of a hundred-fold in affected individuals. The basic abnormality appears to result from overproduction of structurally normal enzyme due to abnormal transcriptional or translational efficiency.
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Affiliation(s)
- H Fujii
- Department of Blood Transfusion Medicine, Tokyo Women's Medical College, Japan
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45
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Premature translation termination mediates triosephosphate isomerase mRNA degradation. Mol Cell Biol 1988. [PMID: 2832737 DOI: 10.1128/mcb.8.2.802] [Citation(s) in RCA: 124] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We characterized an anemia-inducing mutation in the human gene for triosephosphate isomerase (TPI) that resulted in the production of prematurely terminated protein and mRNA with a reduced cytoplasmic half-life. The mutation converted a CGA arginine codon to a TGA nonsense codon and generated a protein of 188 amino acids, instead of the usual 248 amino acids. To determine how mRNA primary structure and translation influence mRNA stability, in vitro-mutagenized TPI alleles were introduced into cultured L cells and analyzed for their effect on TPI RNA metabolism. Results indicated that mRNA stability is decreased by all nonsense and frameshift mutations. To determine the relative contribution of the changes in mRNA structure and translation to the altered half-life, the effects of individual mutations were compared with the effects of second-site reversions that restored translation termination to normal. All mutations that resulted in premature translation termination reduced the mRNA half-life solely or mainly by altering the length of the mRNA that was translated. The only mutation that altered translation termination and that reduced the mRNA half-life mainly by affecting the mRNA structure was an insertion that shifted termination to a position downstream of the normal stop codon.
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46
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Tani K, Fujii H, Nagata S, Miwa S. Human liver type pyruvate kinase: complete amino acid sequence and the expression in mammalian cells. Proc Natl Acad Sci U S A 1988; 85:1792-5. [PMID: 3126495 PMCID: PMC279865 DOI: 10.1073/pnas.85.6.1792] [Citation(s) in RCA: 49] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Pyruvate kinase (PK) has four isozymes (L, R, M1, M2) that are encoded by two different genes. Among these isozymes, abnormalities of liver (L)-type PK is considered to be associated with hereditary nonspherocytic hemolytic anemia in humans. We isolated and determined the full-length sequence of human L-type PK cDNA. The cDNA contains 1629 base pairs encoding 543 amino acids, 68 base pairs of 5'-noncoding sequence, and 734 base pairs of 3'-noncoding sequence. The similarity between human and rat L-type PK was 86.9% at the nucleotide sequence level and 92.4% at the amino acid sequence level. The full-length L-type PK cDNA was placed under the promoter of simian virus 40 and introduced into monkey COS cells. Human L-type PK activity was detected in the extract of COS cells by the classical PK electrophoresis method.
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Affiliation(s)
- K Tani
- Department of Internal Medicine, University of Tokyo, Japan
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47
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Daar IO, Maquat LE. Premature translation termination mediates triosephosphate isomerase mRNA degradation. Mol Cell Biol 1988; 8:802-13. [PMID: 2832737 PMCID: PMC363207 DOI: 10.1128/mcb.8.2.802-813.1988] [Citation(s) in RCA: 87] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
We characterized an anemia-inducing mutation in the human gene for triosephosphate isomerase (TPI) that resulted in the production of prematurely terminated protein and mRNA with a reduced cytoplasmic half-life. The mutation converted a CGA arginine codon to a TGA nonsense codon and generated a protein of 188 amino acids, instead of the usual 248 amino acids. To determine how mRNA primary structure and translation influence mRNA stability, in vitro-mutagenized TPI alleles were introduced into cultured L cells and analyzed for their effect on TPI RNA metabolism. Results indicated that mRNA stability is decreased by all nonsense and frameshift mutations. To determine the relative contribution of the changes in mRNA structure and translation to the altered half-life, the effects of individual mutations were compared with the effects of second-site reversions that restored translation termination to normal. All mutations that resulted in premature translation termination reduced the mRNA half-life solely or mainly by altering the length of the mRNA that was translated. The only mutation that altered translation termination and that reduced the mRNA half-life mainly by affecting the mRNA structure was an insertion that shifted termination to a position downstream of the normal stop codon.
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Affiliation(s)
- I O Daar
- Department of Human Genetics, Roswell Park Memorial Institute, Buffalo, New York 14263
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48
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Abstract
Reports of single base-pair mutations within gene coding regions causing human genetic disease were collated. Thirty-five per cent of mutations were found to have occurred within CpG dinucleotides. Over 90% of these mutations were C----T or G----A transitions, which thus occur within coding regions at a frequency 42-fold higher than that predicted from random mutations. These findings are consistent with methylation-induced deamination of 5-methyl cytosine and suggest that methylation of DNA within coding regions may contribute significantly to the incidence of human genetic disease.
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Affiliation(s)
- D N Cooper
- Haematology Department, King's College School of Medicine and Dentistry, London, UK
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49
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Affiliation(s)
- S K Burley
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge 02139
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50
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Mohrenweiser HW. Functional hemizygosity in the human genome: direct estimate from twelve erythrocyte enzyme loci. Hum Genet 1987; 77:241-5. [PMID: 3479387 DOI: 10.1007/bf00284477] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Cord blood samples from 2020 unrelated newborns were screened for levels of enzyme activity for twelve enzymes. The level of enzymatic activity for 100 determinations were consistent with the existence of an enzyme-deficiency allele. The frequency of deficiency alleles in the Black population (0.0071) was four times higher (after removal of the G6PD*A- variant) than in the Caucasian sample (0.0016). These frequencies are approximately double the frequency of rare electrophoretic mobility variants at similar loci in the same population. Given the number of functionally important loci in the human genome, these enzyme deficiency variants could constitute a significant health burden.
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Affiliation(s)
- H W Mohrenweiser
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor 48109-0618
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