Experimental and in Silico Analyses of Glycolytic Flux Control in Bloodstream Form Trypanosoma brucei*

A mathematical model of glycolysis in bloodstream form Trypanosoma brucei was developed previously on the basis of all available enzyme kinetic data (Bakker, B. M., Michels, P. A. M., Opperdoes, F. R., and Westerhoff, H. V. (1997) J. Biol. Chem. 272, 3207–3215). The model predicted correctly the fluxes and cellular metabolite concentrations as measured in non-growing trypanosomes and the major contribution to the flux control exerted by the plasma membrane glucose transporter. Surprisingly, a large overcapacity was predicted for hexokinase (HXK), phosphofructokinase (PFK), and pyruvate kinase (PYK). Here, we present our further analysis of the control of glycolytic flux in bloodstream form T. brucei. First, the model was optimized and extended with recent information about the kinetics of enzymes and their activities as measured in lysates of in vitro cultured growing trypanosomes. Second, the concentrations of five glycolytic enzymes (HXK, PFK, phosphoglycerate mutase, enolase, and PYK) in trypanosomes were changed by RNA interference. The effects of the knockdown of these enzymes on the growth, activities, and levels of various enzymes and glycolytic flux were studied and compared with model predictions. Data thus obtained support the conclusion from the in silico analysis that HXK, PFK, and PYK are in excess, albeit less than predicted. Interestingly, depletion of PFK and enolase had an effect on the activity (but not, or to a lesser extent, expression) of some other glycolytic enzymes. Enzymes located both in the glycosomes (the peroxisome-like organelles harboring the first seven enzymes of the glycolytic pathway of trypanosomes) and in the cytosol were affected. These data suggest the existence of novel regulatory mechanisms operating in trypanosome glycolysis.

[1]  Barbara M. Bakker,et al.  Metabolic control analysis of glycolysis in trypanosomes as an approach to improve selectivity and effectiveness of drugs. , 2000, Molecular and biochemical parasitology.

[2]  Barbara M. Bakker,et al.  Regulation and control of compartmentalized glycolysis in bloodstream formTrypanosoma brucei , 1995, Journal of bioenergetics and biomembranes.

[3]  F. Opperdoes,et al.  Glycolytic enzymes of Trypanosoma brucei. Simultaneous purification, intraglycosomal concentrations and physical properties. , 1986, European journal of biochemistry.

[4]  F. Opperdoes,et al.  Characterization of the cofactor-independent phosphoglycerate mutase from Leishmania mexicana mexicana. Histidines that coordinate the two metal ions in the active site show different susceptibilities to irreversible chemical modification. , 2004, European journal of biochemistry.

[5]  F. Bontemps,et al.  Phosphorylation of glucose in isolated rat hepatocytes. Sigmoidal kinetics explained by the activity of glucokinase alone. , 1978, Biochemical Journal.

[6]  Daniel J Rigden,et al.  Kinetic characterization, structure modelling studies and crystallization of Trypanosoma brucei enolase. , 2003, European journal of biochemistry.

[7]  F. Opperdoes,et al.  Regulation of glycolysis in Trypanosoma brucei: hexokinase and phosphofructokinase activity. , 1982, Acta tropica.

[8]  F. Opperdoes,et al.  New approach to screening drugs for activity against African trypanosomes , 1977, Nature.

[9]  P. Bastin,et al.  Efficiency and specificity of RNA interference generated by intra- and intermolecular double stranded RNA in Trypanosoma brucei. , 2003, Molecular and biochemical parasitology.

[10]  C L Verlinde,et al.  Glycolysis as a target for the design of new anti-trypanosome drugs. , 2001, Drug resistance updates : reviews and commentaries in antimicrobial and anticancer chemotherapy.

[11]  C. Clayton,et al.  Inducible gene expression in trypanosomes mediated by a prokaryotic repressor. , 1995, Science.

[12]  K. Tipton,et al.  Purification and regulatory properties of phosphofructokinase from Trypanosoma (Trypanozoon) brucei brucei. , 1985, The Biochemical journal.

[13]  B. Hess,et al.  Design of glycolysis. , 1981, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[14]  C. Hung,et al.  Development of RNA interference revertants in Trypanosoma brucei cell lines generated with a double stranded RNA expression construct driven by two opposing promoters. , 2003, Molecular and biochemical parasitology.

[15]  J. Gruenberg,et al.  D-Glucose transport in Trypanosoma brucei. D-Glucose transport is the rate-limiting step of its metabolism. , 1978, European journal of biochemistry.

[16]  Barbara M. Bakker,et al.  Compartmentation protects trypanosomes from the dangerous design of glycolysis. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[17]  I. W. Flynn,et al.  Trypanosoma brucei: activities and subcellular distribution of glycolytic enzymes from differently disrupted cells. , 1980, Experimental parasitology.

[18]  Barbara M. Bakker,et al.  Glycolysis in Bloodstream Form Trypanosoma brucei Can Be Understood in Terms of the Kinetics of the Glycolytic Enzymes* , 1997, The Journal of Biological Chemistry.

[19]  Barbara M. Bakker,et al.  What Controls Glycolysis in Bloodstream Form Trypanosoma brucei?* , 1999, The Journal of Biological Chemistry.

[20]  R. Eisenthal,et al.  Specificity and kinetics of hexose transport in Trypanosoma brucei. , 1989, Biochimica et biophysica acta.

[21]  Barbara M. Bakker,et al.  Contribution of glucose transport to the control of the glycolytic flux in Trypanosoma brucei. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[22]  F. Opperdoes,et al.  Characterization of pyruvate kinase of Trypanosoma brucei and its role in the regulation of carbohydrate metabolism. , 1991, Molecular and biochemical parasitology.

[23]  F. Opperdoes,et al.  Localization of nine glycolytic enzymes in a microbody‐like organelle in Trypanosoma brucei: The glycosome , 1977, FEBS letters.

[24]  Reinhart Heinrich,et al.  A linear steady-state treatment of enzymatic chains. General properties, control and effector strength. , 1974, European journal of biochemistry.

[25]  F. Opperdoes,et al.  Glycerol kinase of Trypanosoma brucei. Cloning, molecular characterization and mutagenesis. , 2000, European journal of biochemistry.

[26]  D. Rigden,et al.  Leishmania donovani phosphofructokinase. Gene characterization, biochemical properties and structure-modeling studies. , 2002, European journal of biochemistry.

[27]  Andreas Seyfang,et al.  Specificity of glucose transport in Trypanosoma brucei , 1991 .

[28]  J. Barry,et al.  Transformation of monomorphic and pleomorphic Trypanosoma brucei. , 2004, Methods in molecular biology.

[29]  F. Opperdoes,et al.  Simultaneous purification of hexokinase, class-I fructose-bisphosphate aldolase, triosephosphate isomerase and phosphoglycerate kinase from Trypanosoma brucei. , 1984, European journal of biochemistry.

[30]  F. Opperdoes,et al.  Enzymes of carbohydrate metabolism as potential drug targets. , 2001, International journal for parasitology.

[31]  R. Eisenthal,et al.  The aerobic/anaerobic transition of glucose metabolism in Trypanosoma brucei , 1985, FEBS letters.

[32]  Reinhart Heinrich,et al.  A linear steady-state treatment of enzymatic chains. A mathematical model of glycolysis of human erythrocytes. , 1974, European journal of biochemistry.

[33]  C. Clayton,et al.  Vectors for inducible expression of toxic gene products in bloodstream and procyclic Trypanosoma brucei. , 1997, Molecular and biochemical parasitology.

[34]  W H Lamers,et al.  Electroporation in 'intracellular' buffer increases cell survival. , 1992, Nucleic acids research.

[35]  Barbara M. Bakker,et al.  Roles of triosephosphate isomerase and aerobic metabolism in Trypanosoma brucei. , 2001, The Biochemical journal.

[36]  F. Bringaud,et al.  Metabolic aspects of glycosomes in trypanosomatidae - new data and views. , 2000, Parasitology today.

[37]  Hiroaki Kitano,et al.  Next generation simulation tools: the Systems Biology Workbench and BioSPICE integration. , 2003, Omics : a journal of integrative biology.

[38]  David S. Latchman,et al.  Biochemistry (4th edn) , 1995 .

[39]  J Van Roy,et al.  Trypanosoma brucei contains a 2,3-bisphosphoglycerate independent phosphoglycerate mutase. , 2000, European journal of biochemistry.

[40]  F. Opperdoes,et al.  Glucose uptake by Trypanosoma brucei. Rate-limiting steps in glycolysis and regulation of the glycolytic flux. , 1991, The Journal of biological chemistry.