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1.
J Am Soc Mass Spectrom ; 34(10): 2107-2116, 2023 Oct 04.
Article in English | MEDLINE | ID: mdl-37650584

ABSTRACT

Capillary electrophoresis (CE) combined with mass spectrometry (MS) is a powerful analytical technique that utilizes the resolving power of CE and the mass-detection capabilities of MS. In many cases, CE is coupled to MS via a sheath-flow interface (SFI). This interface has a simple design and can be easily constructed; however, it often suffers from issues such as MS signal suppression, interference of MS and CE electrical circuits, and the inability to set an optical point of detection close to the capillary end due to the specific design of the coupling union. In this paper, we describe a novel coupling of CE and MS based upon the open port interface (OPI). The OPI differs from classical sheath flow interfaces by operating at flow rates at least 1 order of magnitude higher. In addition to the flow rate difference, the OPI provides more efficient mixing of the capillary eluates with the transport fluid and thus minimizes MS signal suppression. In this work, we compared the performance of OPI and SFI in a series of capillary isoelectric focusing (cIEF) experiments with 5 pI markers, carbonic anhydrase II and NIST antibody. The evaluation criteria for the comparison of the OPI and SFI were analytical sensitivity, reproducibility, and pI marker linearity. Given the extent of sample dilution in the OPI, we also compared the peak resolution determined using an upstream UV detector to those determined by the downstream mass spectrometer. The results suggested that the OPI configuration reduced signal suppression, with no adverse effect on peak resolution. In addition, the OPI provided better decoupling of the CE and MS potentials as well as reduced signal dependence upon the sheath liquid composition. While these results are preliminary, they suggest that the OPI is a viable approach for CE-MS coupling.

2.
Anal Chem ; 94(5): 2578-2588, 2022 02 08.
Article in English | MEDLINE | ID: mdl-35073041

ABSTRACT

Partitioning of protein-DNA complexes from protein-unbound DNA is a key step in selection of DNA aptamers. Conceptually, the partitioning step is characterized by two parameters: transmittance for protein-bound DNA (binders) and transmittance for unbound DNA (nonbinders). Here, we present the first study to reveal how these transmittances depend on experimental conditions; such studies are pivotal to the effective planning and control of selection. Our focus was capillary electrophoresis (CE), which is a partitioning approach of high efficiency. By combining a theoretical model and experimental data, we evaluated the dependence of transmittances of binders and nonbinders on the molecular weight of the protein target in two modes of CE-based partitioning: nonequilibrium capillary electrophoresis of equilibrium mixtures (NECEEM) and ideal-filter capillary electrophoresis (IFCE). Our data suggest that as the molecular weight of the protein target decreases: (i) the transmittance for binders remains close to unity in NECEEM but decreases drastically in IFCE and (ii) the transmittance for nonbinders increases orders of magnitude in NECEEM but remains relatively stable at a very low level in IFCE. To determine the optimal CE conditions for a given size of protein target, a balance between transmittances of binders and nonbinders must be reached; such a balance would ensure the collection of binders of sufficient purity and quantity. We conclude that, as a rule of thumb, IFCE is preferable for large-size protein targets while NECEEM should be the method of choice for small-size protein targets.


Subject(s)
Aptamers, Nucleotide , Aptamers, Nucleotide/metabolism , DNA/metabolism , Electrophoresis, Capillary/methods , Models, Theoretical , Proteins/metabolism
3.
Anal Chem ; 93(13): 5343-5354, 2021 04 06.
Article in English | MEDLINE | ID: mdl-33764056

ABSTRACT

Screening molecular libraries for ligands capable of binding proteins is widely used for hit identification in the early drug discovery process. Oligonucleotide libraries provide a very high diversity of compounds, while the combination of the polymerase chain reaction and DNA sequencing allow the identification of ligands in low copy numbers selected from such libraries. Ligand selection from oligonucleotide libraries requires mixing the library with the target followed by the physical separation of the ligand-target complexes from the unbound library. Cumulatively, the low abundance of ligands in the library and the low efficiency of available separation methods necessitate multiple consecutive rounds of partitioning. Multiple rounds of inefficient partitioning make the selection process ineffective and prone to failures. There are continuing efforts to develop a separation method capable of reliably generating a pure pool of ligands in a single round of partitioning; however, none of the proposed methods for single-round selection have been universally adopted. Our analysis revealed that the developers' efforts are disconnected from each other and hindered by the lack of quantitative criteria of selection quality assessment. Here, we present a formalism that describes single-round selection mathematically and provides parameters for quantitative characterization of selection quality. We use this formalism to define a universal strategy for development and validation of single-round selection methods. Finally, we analyze the existing partitioning methods, the published single-round selection reports, and some pertinent practical considerations through the prism of this formalism. This formalism is not an experimental protocol but a framework for correct development of experimental protocols. While single-round selection is not a goal by itself and may not always suffice selection of good-quality ligands, our work will help developers of highly efficient selection approaches to consolidate their efforts under an umbrella of universal quantitative criteria of method development and assessment.


Subject(s)
Aptamers, Nucleotide , DNA , Drug Discovery , Gene Library , Ligands
4.
Anal Chem ; 91(20): 12680-12687, 2019 10 15.
Article in English | MEDLINE | ID: mdl-31525943

ABSTRACT

DNA aptamers are single-strand DNA (ssDNA) capable of selectively and tightly binding a target molecule. Capillary electrophoresis-based selection of aptamers for protein targets requires the knowledge of electrophoretic mobilities of protein-aptamer complexes, while measuring these mobilities requires having the aptamers. Here, we report on breaking this vicious circle. We introduce a mathematical model that allows prediction of protein-aptamer complex mobility, while requiring only three easy-to-determine input parameters: the number N of nucleotides in the aptamer, electrophoretic mobility of N-nucleotide-long ssDNA, and a sum molecular weight of the protein-aptamer complex. The model was derived upon simplifying assumptions of a spherical shape of the protein-aptamer complex. According to this model, the protein-aptamer complex mobility is a linear function of a combination of the three input parameters with empirically determined line's intercept and slope. The intercept and slope were determined using experimental data for seven complexes. The model was then cross-validated with the leave-one-out approach revealing only 2% residual standard deviations for both the slope and the intercept. Such a precise determination of these constants allowed accurate mobility prediction for the excluded complexes with only a 3% maximum deviation from the experimentally determined mobilities. The model was tested by applying it to three protein-aptamer complexes that were not a part of the training/cross-validation set; deviations of the predicted mobilities from the experimentally determined ones were within 5% of the latter. To complete this study, the model was fine-tuned using the 10 complexes. Our results strongly suggest the validity of the spherical-shape assumption for the protein-aptamer complexes when considering complex mobility. The developed model will make it possible to rationally design capillary electrophoresis-based selection of DNA aptamers for protein targets.


Subject(s)
Aptamers, Nucleotide/metabolism , Electrophoresis, Capillary/methods , Proteins/metabolism , Algorithms , Aptamers, Nucleotide/chemistry , DNA, Single-Stranded/chemistry , DNA, Single-Stranded/metabolism , Proteins/chemistry , SELEX Aptamer Technique
5.
Article in English | MEDLINE | ID: mdl-29287247

ABSTRACT

DNA aptamers are attractive capture probes for affinity chromatography since, in contrast to antibodies, they can be chemically synthesized and, in contrast to tag-specific capture probes (such as Nickel-NTA or Glutathione), they can be used for purification of proteins free of genetic modifications (such as His or GST tags). Despite these attractive features of aptamers as capture probes, there are only a few reports on aptamer-based protein purification and none of them includes a test of the purified protein's activity, thus, leaving discouraging doubts about method's ability to purify proteins in their active state. The goal of this work was to prove that aptamers could facilitate isolation of active proteins. We refined a complete aptamer-based affinity purification procedure, which takes 4 h to complete. We further applied this procedure to purify two recombinant proteins, MutS and AlkB, from bacterial cell culture: 0.21 mg of 85%-pure AlkB from 4 mL of culture and 0.24 mg of 82%-pure MutS from 0.5 mL of culture. Finally, we proved protein activity by two capillary electrophoresis based assays: an enzymatic assay for AlkB and a DNA-binding assay for MutS. We suggest that in combination with aptamer selection for non-purified protein targets in crude cell lysate, aptamer-based purification provides a means of fast isolation of tag-free recombinant proteins in their native state without the use of antibodies.


Subject(s)
Aptamers, Nucleotide/chemistry , Chromatography, Affinity/methods , Immobilized Nucleic Acids/chemistry , Recombinant Proteins/isolation & purification , AlkB Enzymes/chemistry , AlkB Enzymes/genetics , AlkB Enzymes/isolation & purification , AlkB Enzymes/metabolism , Aptamers, Nucleotide/metabolism , Electrophoresis, Capillary , Electrophoresis, Polyacrylamide Gel , Escherichia coli/genetics , Immobilized Nucleic Acids/metabolism , Methylation , MutS DNA Mismatch-Binding Protein/chemistry , MutS DNA Mismatch-Binding Protein/genetics , MutS DNA Mismatch-Binding Protein/isolation & purification , MutS DNA Mismatch-Binding Protein/metabolism , Protein Binding , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism
6.
Anal Chem ; 89(24): 13502-13507, 2017 12 19.
Article in English | MEDLINE | ID: mdl-29144728

ABSTRACT

Here, we introduce protein-lipidation quantitation (PLQ)-the first method for quantitative analysis of both a substrate and a product of protein lipidation in a biologically relevant context. Such analysis is required to study roles of protein lipidation in cellular regulation. In PLQ, the substrate is fused with a fluorescent protein to facilitate quantitative detection of both the nonlipidated substrate and the lipidated product. When expressed in cells with endogenous lipidation activity, the substrate is intracellularly lipidated. Following cell lysis and sampling crude cell lysate for analysis, the substrate and the product are separated by surfactant-mediated capillary electrophoresis (CE) and quantitated by integrating fluorescence intensity over respective CE peaks. In this work, we prove PLQ in principle and demonstrate its robustness to changes in structures of the substrate and lipid donor. Finally, PLQ analysis confirms a hypothesized link between a mutation in p53 and cellular prenylation activity.


Subject(s)
Lipids/analysis , Lipoproteins/analysis , Electrophoresis, Capillary , Luminescent Proteins/chemistry , Models, Molecular , Molecular Conformation , Surface-Active Agents/chemistry
7.
Anal Chem ; 88(23): 11908-11912, 2016 12 06.
Article in English | MEDLINE | ID: mdl-27934118

ABSTRACT

Here we report on the unexpected electrophoretic behavior of complexes between rod-like virus particles (virions) and bivalent antibodies. The multiple complexes formed by the virions and antibodies migrated with electrophoretic mobilities of much greater absolute values than those of the unbound virions or antibodies while typically complexes have mobilities intermediate to those of their components. We hypothesized that the mobilities of unusually high absolute values are caused by the cross-linking of virions by bivalent antibodies into aggregates with prominent side-to-side binding. Theoretically, the mobility of such aggregates should be proportional to the square root of the number of cross-linked virions. The formation of virion aggregates with prominent side-to-side binding was confirmed by atomic force microscopy. The dependence of the aggregate mobility on the number of cross-linked virions can be used to estimate this number.


Subject(s)
Antibodies/chemistry , Virion/chemistry , Antibodies/immunology , Antigen-Antibody Reactions , Electrophoresis , Microscopy, Atomic Force , Virion/immunology
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