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1.
Science ; 323(5910): 133-8, 2009 Jan 02.
Article in English | MEDLINE | ID: mdl-19023044

ABSTRACT

We present single-molecule, real-time sequencing data obtained from a DNA polymerase performing uninterrupted template-directed synthesis using four distinguishable fluorescently labeled deoxyribonucleoside triphosphates (dNTPs). We detected the temporal order of their enzymatic incorporation into a growing DNA strand with zero-mode waveguide nanostructure arrays, which provide optical observation volume confinement and enable parallel, simultaneous detection of thousands of single-molecule sequencing reactions. Conjugation of fluorophores to the terminal phosphate moiety of the dNTPs allows continuous observation of DNA synthesis over thousands of bases without steric hindrance. The data report directly on polymerase dynamics, revealing distinct polymerization states and pause sites corresponding to DNA secondary structure. Sequence data were aligned with the known reference sequence to assay biophysical parameters of polymerization for each template position. Consensus sequences were generated from the single-molecule reads at 15-fold coverage, showing a median accuracy of 99.3%, with no systematic error beyond fluorophore-dependent error rates.


Subject(s)
DNA-Directed DNA Polymerase/metabolism , Sequence Analysis, DNA/methods , Base Sequence , Consensus Sequence , DNA/biosynthesis , DNA, Circular/chemistry , DNA, Single-Stranded/chemistry , Deoxyribonucleotides/metabolism , Enzymes, Immobilized , Fluorescent Dyes , Kinetics , Nanostructures , Spectrometry, Fluorescence
2.
Anal Biochem ; 357(1): 35-42, 2006 Oct 01.
Article in English | MEDLINE | ID: mdl-16843425

ABSTRACT

Formulation development is an integral step in the successful commercialization of protein-based products in both the biotechnology and pharmaceutical industries. As the number of these protein formulations increases, so does the need for innovative approaches to characterize physical and chemical product stability. In this study, the osmotic second virial coefficient (B) of a commercial amylase was evaluated by self-interaction chromatography (SIC) as an innovative approach to characterize physical protein stability. B was measured as a function of pH and several common formulation additives (cosolvents), including sodium chloride, sucrose, and sorbitol. Cosolvent- and pH-induced physical stabilization of amylase is discussed in terms of positive shifts in B. Liquid chromatographic measurements of total soluble amylase and enzymatic activity measurements correlated qualitatively with trends in B except near the pI of amylase, where physical stability was minimal.


Subject(s)
Amylases/analysis , Amylases/metabolism , Chromatography/methods , Pseudomonas/enzymology , Amylases/chemistry , Enzyme Stability/drug effects , Hydrogen-Ion Concentration , Isoelectric Focusing , Sodium Chloride/pharmacology , Solubility/drug effects , Sorbitol/pharmacology , Sucrose/pharmacology
3.
Proteomics ; 4(8): 2408-24, 2004 Aug.
Article in English | MEDLINE | ID: mdl-15274136

ABSTRACT

Using a combined quantitative proteomic and bioinformatic approach, we monitored the cytoplasmic proteome profile of the Gram-positive bacterium Bacillus subtilis during a fermentation process in complex medium. Proteome signatures were applied to elucidate the physiological changes occurring in the gene expression profile during growth. Furthermore, we determined the significance level of quantitative proteome changes, identified relative to the threshold of scatter in replicated samples and developed a statistically rigorous method that allowed us to determine significant fold-changes at 95% confidence between different proteomes. Different functional groups of proteins were clustered according to their pattern of significant expression changes. The largest group is induced by the exhaustion of glucose and the presence of alternative carbon and nitrogen sources. Furthermore, depletion of glucose caused the induction of the trichloroacetic acid (TCA) cycle enzymes and the downregulation of glycolytic enzymes. The onset of the transition phase may be provoked by amino acid starvation, resulting in the RelA-dependent repression of proteins involved in the translation process and in the induction of amino acid biosynthetic pathways. Comparisons between the parental strain and two subtilisin-hypersecreting strains revealed only small cytoplasmic differences in the main metabolic pathways. Instead, the overproduction of degradative enzymes in both of these mutants was reflected in the extracellular proteome.


Subject(s)
Bacillus subtilis , Bacterial Proteins/analysis , Computational Biology , Fermentation , Gene Expression Profiling , Proteome/analysis , Bacillus subtilis/genetics , Bacillus subtilis/physiology , Bacterial Proteins/genetics , Cluster Analysis , Electrophoresis, Gel, Two-Dimensional
5.
Electrophoresis ; 24(19-20): 3484-92, 2003 Oct.
Article in English | MEDLINE | ID: mdl-14595695

ABSTRACT

Prefractionation of protein samples prior to two-dimensional electrophoresis (2-DE) has the potential to increase the dynamic detection range for proteomic analysis. We evaluated a membrane-based electrophoretic separation technique (Gradiflow) for its ability to fractionate an exoproteome sample from the filamentous fungus Trichoderma reesei. The sample was separated on the basis of size and charge. Buffer optimization was found to be necessary for successful size fractionation. Fractionation by charge was used to resolve the sample into four fractions that were subjected to analysis by two-dimensional electrophoresis (2-DE). Enhanced detection of low-abundance proteins with selective removal of high-abundance species was achieved. Fractionated and unfractionated samples were examined for differences in the ability to identify proteins following 2-DE using trypsin in-gel digestion followed by peptide mass fingerprinting using matrix assisted laser desorption/ionization-time of flight-mass spectrometry (MALDI-TOF-MS). Fractionated samples showed marked improvement in protein identification ability and sequence coverage. This study demonstrates the utility of the Gradiflow for fractionation, resulting in an enhancement of resolution and characterization of a moderately complex proteome.


Subject(s)
Electrophoresis, Gel, Two-Dimensional/methods , Proteins/isolation & purification , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Cellulase/analysis , Cellulase/isolation & purification , Fungal Proteins/analysis , Fungal Proteins/isolation & purification , Molecular Weight , Proteins/analysis , Static Electricity , Trichoderma/enzymology
6.
Electrophoresis ; 23(14): 2184-93, 2002 Jul.
Article in English | MEDLINE | ID: mdl-12210222

ABSTRACT

Glycosylation is a common post-translational modification that can add complexity to the proteome of many cell types. We used enzymatic and chemical methods of deglycosylation to treat a heavily glycosylated exoproteome sample from the filamentous fungus Trichoderma reesei. Deglycosylated samples were resolved on one-dimensional (1-D) and two-dimensional (2-D) gels in order to determine the effect of deglycosylation on the electrophoresis patterns and on the ability to identify proteins by peptide mass matching using matrix assisted laser desorption/ionization-time of flight-mass spectrometry (MALDI-TOF-MS) analysis of in-gel tryptic digests. We found that deglycosylation of the protein sample resulted in different protein patterns on 1-D and 2-D gels, reduced the complexity of gel patterns, and enhanced the protein identification of some proteins via MALDI-TOF-MS. Deglycosylation with trifluoromethanesulfonic acid (TFMS) was found to be more effective than enzymatic treatments. These deglycosylation techniques may be employed in whole proteome analysis to locate glycosylated proteins and assist in their identification by MS.


Subject(s)
Cellulase/analysis , Electrophoresis, Gel, Two-Dimensional/methods , Polysaccharides/chemistry , Proteome/analysis , Amidohydrolases/metabolism , Hexosaminidases/metabolism , Indicators and Reagents/metabolism , Peptide-N4-(N-acetyl-beta-glucosaminyl) Asparagine Amidase , Polysaccharides/analysis , Polysaccharides/metabolism , Proteomics/instrumentation , Proteomics/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Trichoderma/enzymology
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