Use of thermal melt curves to assess the quality of enzyme preparations.

This study sought to determine whether the quality of enzyme preparations can be determined from their melting curves, which may easily be obtained using a fluorescent probe and a standard reverse transcription-polymerase chain reaction (RT-PCR) machine. Thermal melt data on 31 recombinant enzymes from Plasmodium parasites were acquired by incrementally heating them to 90 degrees C and measuring unfolding with a fluorescent dye. Activity assays specific to each enzyme were also performed. Four of the enzymes were denatured to varying degrees with heat and sodium dodecyl sulfate (SDS) prior to the thermal melt and activity assays. In general, melting curve quality was correlated with enzyme activity; enzymes with high-quality curves were found almost uniformly to be active, whereas those with lower quality curves were more varied in their catalytic performance. Inspection of melting curves of bovine xanthine oxidase and Entamoeba histolytica cysteine protease 1 allowed active stocks to be distinguished from inactive stocks, implying that a relationship between melting curve quality and activity persists over a wide range of experimental conditions and species. Our data suggest that melting curves can help to distinguish properly folded proteins from denatured ones and, therefore, may be useful in selecting stocks for further study and in optimizing purification procedures for specific proteins.

[1]  S. Rahlfs,et al.  Myristoylated adenylate kinase-2 of Plasmodium falciparum forms a heterodimer with myristoyltransferase. , 2009, Molecular and biochemical parasitology.

[2]  V. Schramm,et al.  Synthesis of 5'-methylthio coformycins: specific inhibitors for malarial adenosine deaminase. , 2007, Journal of the American Chemical Society.

[3]  Joseph D. Kwasnoski,et al.  High-density miniaturized thermal shift assays as a general strategy for drug discovery. , 2001, Journal of biomolecular screening.

[4]  Y. Kitade,et al.  Molecular cloning, expression, characterization and mutation of Plasmodium falciparum guanylate kinase. , 2008, Molecular and biochemical parasitology.

[5]  B. Goldin,et al.  L-Glutamate Dehydrogenases* , 1971 .

[6]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[7]  D. Chattopadhyay,et al.  Biochemical characterization and crystallization of recombinant 3-phosphoglycerate kinase of Plasmodium falciparum. , 2004, Biochimica et Biophysica Acta.

[8]  김삼묘,et al.  “Bioinformatics” 특집을 내면서 , 2000 .

[9]  I. Deckman,et al.  Enhancing Recombinant Protein Quality and Yield by Protein Stability Profiling , 2007, Journal of biomolecular screening.

[10]  I. Gilbert,et al.  dUTPase as a platform for antimalarial drug design: structural basis for the selectivity of a class of nucleoside inhibitors. , 2005, Structure.

[11]  G. Hervé,et al.  A microtiter plate assay for aspartate transcarbamylase. , 1990, Analytical biochemistry.

[12]  Y. Kitade,et al.  Bioinformatics, enzymologic properties, and comprehensive tracking of Plasmodium falciparum nucleoside diphosphate kinase. , 2009, Biological & pharmaceutical bulletin.

[13]  T. Okabe,et al.  High-throughput screening with quantitation of ATP consumption: a universal non-radioisotope, homogeneous assay for protein kinase. , 2004, Assay and drug development technologies.

[14]  M. Grainger,et al.  Molecules incorporating a benzothiazole core scaffold inhibit the N-myristoyltransferase of Plasmodium falciparum. , 2007, The Biochemical journal.

[15]  T. Wood Spectrophotometric ass for D-ribose-5-phosphateketol-isomerase and for D-ribulose-5-phosphate 3-epimerase. , 1970, Analytical biochemistry.

[16]  F. Lottspeich,et al.  Glutamate dehydrogenase, the marker protein of Plasmodium falciparum--cloning, expression and characterization of the malarial enzyme. , 1998, European journal of biochemistry.

[17]  R. Viola,et al.  Evaluation of methods for the quantitation of cysteines in proteins. , 1998, Analytical biochemistry.

[18]  T. Imai [Glutamate dehydrogenase]. , 1995, Nihon rinsho. Japanese journal of clinical medicine.

[19]  P. Veldhoven,et al.  Inorganic and organic phosphate measurements in the nanomolar range. , 1987, Analytical biochemistry.

[20]  C. Craik,et al.  Use of Recombinant Entamoeba histolytica Cysteine Proteinase 1 To Identify a Potent Inhibitor of Amebic Invasion in a Human Colonic Model , 2007, Eukaryotic Cell.

[21]  D. Egan,et al.  Physiologically relevant metal cofactor for methionine aminopeptidase-2 is manganese. , 2003, Biochemistry.

[22]  C. A. Thomas,et al.  Molecular cloning. , 1977, Advances in pathobiology.

[23]  R. Ferone,et al.  Folylpoly-gamma-glutamate synthetase-dihydrofolate synthetase. Cloning and high expression of the Escherichia coli folC gene and purification and properties of the gene product. , 1985, The Journal of biological chemistry.

[24]  F. Opperdoes,et al.  NMR Spectroscopic Analysis of the First Two Steps of the Pentose-Phosphate Pathway Elucidates the Role of 6-Phosphogluconolactonase* , 2001, The Journal of Biological Chemistry.

[25]  S. Mitra,et al.  A new colorimetric assay for methionyl aminopeptidases: examination of the binding of a new class of pseudopeptide analog inhibitors. , 2006, Analytical biochemistry.

[26]  G. Senisterra,et al.  High throughput methods of assessing protein stability and aggregation. , 2009, Molecular bioSystems.

[27]  O. Sodeinde,et al.  Glucose-6-phosphate dehydrogenase-6-phosphogluconolactonase. A novel bifunctional enzyme in malaria parasites. , 2001, European journal of biochemistry.

[28]  J Mitchell Guss,et al.  Structure and inhibition of orotidine 5'-monophosphate decarboxylase from Plasmodium falciparum. , 2008, Biochemistry.

[29]  E. Oldfield,et al.  Bisphosphonate inhibition of a Plasmodium farnesyl diphosphate synthase and a general method for predicting cell-based activity from enzyme data. , 2008, Journal of medicinal chemistry.

[30]  G. Pessi,et al.  A pathway for phosphatidylcholine biosynthesis in Plasmodium falciparum involving phosphoethanolamine methylation. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[31]  R. Jayalakshmi,et al.  Purification and characterization of recombinant Plasmodium falciparum adenylosuccinate synthetase expressed in Escherichia coli. , 2002, Protein expression and purification.

[32]  P. Nordlund,et al.  Chemical screening methods to identify ligands that promote protein stability, protein crystallization, and structure determination , 2006, Proceedings of the National Academy of Sciences.

[33]  Leann Tilley,et al.  Identification and Characterization of Heme-interacting Proteins in the Malaria Parasite, Plasmodium falciparum* , 2003, Journal of Biological Chemistry.

[34]  H. Balaram,et al.  Elucidation of the substrate specificity, kinetic and catalytic mechanism of adenylosuccinate lyase from Plasmodium falciparum. , 2009, Biochimica et biophysica acta.

[35]  I. Gérin,et al.  Identification of the cDNA encoding human 6‐phosphogluconolactonase, the enzyme catalyzing the second step of the pentose phosphate pathway , 1999, FEBS letters.

[36]  Jun O. Liu,et al.  Fumagillin and fumarranol interact with P. falciparum methionine aminopeptidase 2 and inhibit malaria parasite growth in vitro and in vivo. , 2009, Chemistry & biology.

[37]  O. Sodeinde,et al.  Glucose-6-phosphate dehydrogenase-6-phosphogluconolactonase , 2001 .

[38]  P. Delplace,et al.  Biochemical and electron paramagnetic resonance study of the iron superoxide dismutase from Plasmodium falciparum. , 2002, Molecular and biochemical parasitology.

[39]  J. E. Hyde,et al.  An atypical orthologue of 6-pyruvoyltetrahydropterin synthase can provide the missing link in the folate biosynthesis pathway of malaria parasites , 2007, Molecular Microbiology.

[40]  W. Eisenreich,et al.  Biosynthesis of Pteridines , 1998, The Journal of Biological Chemistry.

[41]  B. Fertil,et al.  Analysis of the compositional biases in Plasmodium falciparum genome and proteome using Arabidopsis thaliana as a reference. , 2004, Gene.

[42]  Worachart Sirawaraporn,et al.  Molecular characterization of bifunctional hydroxymethyldihydropterin pyrophosphokinase-dihydropteroate synthase from Plasmodium falciparum. , 2004, Molecular and biochemical parasitology.

[43]  Harvey Rubin,et al.  Cysteine proteinases from distinct cellular compartments are recruited to phagocytic vesicles by Entamoeba histolytica. , 2002, Molecular and biochemical parasitology.

[44]  B. Palfey,et al.  Characterization of a Novel Bifunctional Dihydropteroate Synthase/Dihydropteroate Reductase Enzyme from Helicobacter pylori , 2007, Journal of bacteriology.

[45]  V. Choubey,et al.  Molecular characterization and localization of Plasmodium falciparum choline kinase. , 2006, Biochimica et biophysica acta.

[46]  Gregory J. Crowther,et al.  Buffer Optimization of Thermal Melt Assays of Plasmodium Proteins for Detection of Small-Molecule Ligands , 2009, Journal of biomolecular screening.

[47]  Jun O. Liu,et al.  Inhibitors of Plasmodium falciparum methionine aminopeptidase 1b possess antimalarial activity , 2006, Proceedings of the National Academy of Sciences.

[48]  J. Gordon,et al.  Purification and characterization of yeast myristoyl CoA:protein N-myristoyltransferase. , 1987, Proceedings of the National Academy of Sciences of the United States of America.

[49]  H. Sakuraba,et al.  Sequential Aldol Condensation Catalyzed by Hyperthermophilic 2-Deoxy-d-Ribose-5-Phosphate Aldolase , 2007, Applied and Environmental Microbiology.