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In-Gel Stable-Isotope Labeling (ISIL): a strategy for mass spectrometry-based relative quantification.

Most proteomics approaches for relative quantification of protein expression use a combination of stable-isotope labeling and mass spectrometry. Traditionally, researchers have used difference gel electrophoresis (DIGE) from stained 1D and 2D gels for relative quantification. While differences in protein staining intensity can often be visualized, abundant proteins can obscure less abundant proteins, and quantification of post-translational modifications is difficult. A method is presented for quantifying changes in the abundance of a specific protein or changes in specific modifications of a protein using In-gel Stable-Isotope Labeling (ISIL). Proteins extracted from any source (tissue, cell line, immunoprecipitate, etc.), treated under two experimental conditions, are resolved in separate lanes by gel electrophoresis. The regions of interest (visualized by staining) are reacted separately with light versus heavy isotope-labeled reagents, and the gel slices are then mixed and digested with proteases. The resulting peptides are then analyzed by LC-MS to determine relative abundance of light/heavy isotope pairs and analyzed by LC-MS/MS for identification of sequence and modifications. The strategy compares well with other relative quantification strategies, and in silico calculations reveal its effectiveness as a global relative quantification strategy. An advantage of ISIL is that visualization of gel differences can be used as a first quantification step followed by accurate and sensitive protein level stable-isotope labeling and mass spectrometry-based relative quantification.

Chromatography, Liquid↗

Metabolic flux analysis of the phenylpropanoid pathway in wound-healing potato tuber tissue using stable isotope-labeled tracer and LC-MS spectroscopy.

The metabolic flux of two phenylpropanoid metabolites, N-p-coumaroyloctopamine (p-CO) and chlorogenic acid (CGA), in the wound-healing potato tuber tissue was quantitatively analyzed by a newly developed method based upon the tracer experiment using stable isotope-labeled compounds and LC-MS. Tuber disks were treated with aqueous solution of L-phenyl-d(5)-alanine, and the change in the ratio of stable isotope-labeled compound to non-labeled (isotope abundance) was monitored for p-CO and CGA in the tissue extract by LC-MS. The time-dependent change in the isotope abundance of each metabolite was fitted to an equation that was derived from the formation and conversion kinetics of each compound. Good correlations were obtained between the observed and calculated isotope abundances for both p-CO and CGA. The rates of p-CO formation and conversion (i.e. fluxes) were 1.15 and 0.96 nmol (g FW)(-1) h(-1), respectively, and for CGA, the rates 4.63 and 0.42 nmol (g FW)(-1) h(-1), respectively. This analysis enabled a direct comparison of the biosynthetic activity between these two compounds.

Algorithms↗

Preparation of site-specific isotopically labelled zervamicins, the antibiotic peptaibols produced by Emericellopsis salmosynnemata.

A simple procedure for the preparation of the specifically labelled peptide antibiotic zervamicins IC, IIA and IIB has been developed. The zervamicin molecules are labelled with stable isotopes by culturing the Emericellopsis salmosynnemata on a well-defined synthetic medium containing the highly isotopically enriched amino acid. To obtain the peptide with the specifically and highly enriched amino acid residue, precautions have been taken to prevent any de novo biosynthesis of the particular amino acid from unlabelled precursors. The enrichment of the labelled peptide is determined by mass spectrometric analysis. Following this method we have incorporated [2',4',5',6',7'-2H5]-L-Trp-1, [1'-15N]-L-Trp-1 and [2',3',4',5',6'-2H5]-L-Phl-16 into zervamicins IC, IIA and IIB on the preparative scale and without scrambling of the label. Thus, using the procedures described, isotopically labelled zervamicins can be prepared, allowing them to be studied by solid-state NMR.

Anti-Bacterial Agents↗

Kinetic equivalence of stable-isotope-labeled and unlabeled phenytoin.

Stable isotope labeling (SIL) of a drug results in a higher molecular weight than that of the unlabeled drug. SIL tracer doses can be quantitated separately from unlabeled drug by gas chromatography-mass spectrometry (GC-MS) without exposing the patient to radiation. The higher molecular weight of SIL drug could cause a higher energy of activation for (and slowing of) metabolic reactions ("isotope effect"). To evaluate possible isotope effect, three dogs and three men were infused with a mixture containing equal amounts of SIL (2-13C-1,3-15N2) and unlabeled phenytoin (PHT). Plasma and urine were collected at regular intervals. Concentrations of SIL and unlabeled PHT and HPPH (the major metabolite of PHT) were determined by GC-MS. Within each subject there was no trend for concentrations of SIL PHT or HPPH to be higher or lower than concentrations of their unlabeled analogs (greater than 0.20 to 0.90). There was no difference in the distribution and elimination half-lifes (t 1/2s), volume of distribution, volume of central compartment, or clearance of the two forms of PHT. Thus, no isotope effect was found.

Animals↗

New developments in isotope labeling strategies for protein solution NMR spectroscopy.

The development of novel isotope labeling strategies for proteins has facilitated the study of the structure and dynamics of these molecules. In addition, the recent emergence of alternative methods of bacterial expression for obtaining isotopically labeled proteins permits the study of new classes of important proteins by solution NMR methods.

Isotope Labeling↗

Stable-isotope probing of DNA: insights into the function of uncultivated microorganisms from isotopically labeled metagenomes.

Stable-isotope probing (SIP) of environmental genomic DNA allows populations in a natural microbial community to be identified through the incorporation of (13)C- or (15)N-labeled substrates into biomass. The isotopically labeled DNA is retrieved by density gradient centrifugation, and active microorganisms identified by molecular analysis of the DNA. Recent advances have set the stage for DNA-based SIP with higher sensitivities, shorter incubation times, and more relevant substrate concentrations than used previously. The first demonstration of a DNA-SIP-based metagenome analysis has paved the way for hypothesis-driven studies in environmental genomics.

Bacteria↗

Simultaneous determination of endogenous and stable isotope-labelled 6beta-hydroxycortisols in human urine by stable isotope dilution mass spectrometry.

This study describes a capillary GC-MS method for the simultaneous determination of endogenous 6beta-hydroxycortisol (6beta-OHF) and its stable isotope-labelled analogue, 6beta-hydroxy-[1,1,19,19,19-2H(5)]cortisol (6beta-OHF-2H(5)), in human urine. 6beta-Hydroxy-[1,2,4,19-13C(4),1,1,19,19,19-2H(5)]cortisol (cortisol-13C(4),(2)H(5)) was used as an analytical internal standard. The methoxime trimethylsilyl ether (MO-TMS) derivatization was employed for the GC-MS analysis of 6beta-OHF. Quantitation was carried out by selected-ion monitoring (SIM) of the characteristic fragment ion ([M-31](+.)) of the MO-TMS derivative of 6beta-OHF. The sensitivity limit of the present GC-MS-SIM method was found to be 25 pg per injection for 6beta-OHF (S/N ratio=5.6). The within-day reproducibility in the amounts of unlabelled and labelled 6beta-OHFs determined were in good agreement with the actual amounts added, the relative errors being less than 5.30%. The inter-assay RSDs were less than 4.95% for unlabelled and labelled 6beta-OHFs.

Calibration↗

Ionization enhancement in atmospheric pressure chemical ionization and suppression in electrospray ionization between target drugs and stable-isotope-labeled internal standards in quantitative liquid chromatography/tandem mass spectrometry.

The phenomena of ionization suppression in electrospray ionization (ESI) and enhancement in atmospheric pressure chemical ionization (APCI) were investigated in selected-ion monitoring and selected-reaction monitoring modes for nine drugs and their corresponding stable-isotope-labeled internal standards (IS). The results showed that all investigated target drugs and their co-eluting isotope-labeled IS suppress each other's ionization responses in ESI. The factors affecting the extent of suppression in ESI were investigated, including structures and concentrations of drugs, matrix effects, and flow rate. In contrast to the ESI results, APCI caused seven of the nine investigated target drugs and their co-eluting isotope-labeled IS to enhance each other's ionization responses. The mutual ionization suppression or enhancement between drugs and their isotope-labeled IS could possibly influence assay sensitivity, reproducibility, accuracy and linearity in quantitative liquid chromatography/mass spectrometry (LC/MS) and liquid chromatography/tandem mass spectrometry (LC/MS/MS). However, calibration curves were linear if an appropriate IS concentration was selected for a desired calibration range to keep the response factors constant.

Artifacts↗

Preparation of amino-acid-type selective isotope labeling of protein expressed in Pichia pastoris.

We report the culture conditions for successful amino-acid-type selective (AATS) isotope labeling of protein expressed in Pichia pastoris (P. pastoris). Rhodostomin (Rho), a six disulfide-bonded protein expressed in P. pastoris with the correct fold, was used to optimize the culture conditions. The concentrations of [alpha-15N] selective amino acid, nonlabeled amino acids, and ammonium chloride, as well as induction time, were optimized to avoid scrambling and to increase the incorporation rate and protein yield. The optimized protocol was successfully applied to produce AATS isotope-labeled Rho. The labeling of [alpha-15N]Cys has a 50% incorporation rate, and all 12 cysteine resonances were observed in HSQC spectrum. The labeling of [alpha-15N]Leu, -Lys, and -Met amino acids has an incorporation rate greater than 65%, and the expected number of resonances in the HSQC spectra were observed. In contrast, the labeling of [alpha-15N]Asp and -Gly amino acids has a low incorporation rate and the scrambling problem. In addition, the culture condition was successfully applied to label dendroaspin (Den), a four disulfide-bonded protein expressed in P. pastoris. Therefore, the described condition should be generally applicable to other proteins produced in the P. pastoris expression system. This is the first report to present a protocol for AATS isotope labeling of protein expressed in P. pastoris for NMR study.

Cysteine↗

Quantifying peptides in isotopically labeled protease digests by ion mobility/time-of-flight mass spectrometry.

Ion mobility/time-of-flight techniques have been used to analyze mixtures of isotopically labeled peptides. The isotopic labels were generated by treatment of peptides with N-acetoxysuccinimide (or the deuterated analogue), which results in acetylation (or deuterioacetylation) of the primary amines (i.e., the N-terminus and lysine residues). The relative concentrations of a peptide in each sample are determined by comparing the peak intensities for isotopic pairs. An important consideration is that as mixtures become increasingly complex, isotopic pairs of peaks may overlap with other peaks in the mass spectrum. The influence of the acetyl and deuterioacetyl groups on the mobilities of peptides is considered. The coincidence in mobilities of isotopic pairs provides a means of distinguishing isotopic pairs from other isobaric interferences.

Acetylation↗

Dual amino acid-selective and site-directed stable-isotope labeling of the human c-Ha-Ras protein by cell-free synthesis.

We developed two methods for stable-isotope labeling of proteins by cell-free synthesis. Firstly, we applied cell-free synthesis to the dual amino acid-selective 13C-15N labeling method, originally developed for in vivo systems by Kainosho and co-workers. For this purpose, we took one of the advantages of a cell-free protein synthesis system; the amino acid-selective stable-isotope labeling is free of the isotope scrambling problem. The targets of selective observation were Thr35 and Ser39 in the effector region (residues 32-40) of the Ras protein complexed with the Ras-binding domain of c-Raf-1 (Raf RBD) (the total molecular mass is about 30 kDa). Using a 15-mL Escherichia coli cell-free system, which was optimized to produce about 0.4 mg of Ras protein per 1-mL reaction, with 2 mg each of DL-[13C']proline and L-[15N]threonine, we obtained about 6 mg of Ras protein. As the Pro-Thr sequence is unique in the Ras protein, the Thr35 cross peak of the Ras.Raf RBD complex was unambiguously identified by the 2D 1H-15N HNCO experiment. The Ser-39 cross peak was similarly identified with the [13C']Asp/[15N]Ser-selectively labeled Ras protein. There were no isotope scrambling problems in this study. Secondly, we have established a method for producing a milligram quantity of site-specifically stable-isotope labeled protein by a cell-free system involving amber suppression. The E. coli amber suppressor tRNATyrCUA (25 mg) was prepared by in vitro transcription with T7 RNA polymerase. We aminoacylated the tRNATyrCUA transcript with purified E. coli tyrosyl-tRNA synthetase, using 2 mg of L-[15N]tyrosine. In the gene encoding the Ras protein, the codon for Tyr32 was changed to an amber codon (TAG). This template DNA and the [15N]Tyr-tRNATyrCUA were reacted for 30 min in 30 mL of E. coli cell-free system. The subsequent purification yielded 2.2 mg of [15N]Tyr32-Ras protein. In the 1H-15N HSQC spectrum of the labeled Ras protein, only one cross peak was observed, which was unambiguously assigned to Tyr32.

Amino Acids↗

Multiplexed DNA sequencing and diagnostics by hybridization with enriched stable isotope labels.

A new DNA diagnostic and sequencing system has been developed that uses time-of-flight resonance ionization mass spectrometry (TOF-RIMS) to provide a rapid method of analyzing stable isotope-labeled oligonucleotides in form 1 sequencing by hybridization (SBH). With form 1, the DNA is immobilized on a nylon membrane and enriched isotope-labeled individual oligonucleotide probes are free to seek out complementary DNAs during hybridization. The major advantage of this new approach is that multiple oligonucleotides can be labeled with different enriched isotopes and can all be simultaneously hybridized to the genosensor matrix. The probes can then be simultaneously detected with TOF-RIMS with high selectivity, sensitivity, and efficiency. By using isotopically enriched tin labels, up to 10 labeled oligonucleotides could be examined in a single hybridization to the DNA matrix. Greater numbers of labels are available if rare earth isotopes are employed. In the present study, matrices containing three different DNAs were prepared and simultaneously hybridized with two different probes under a variety of conditions. The results show that DNAs, immobilized on nylon surfaces, can be specifically hybridized to probes labeled with different enriched in isotopes. Discrimination between complementary and noncomplementary sites of better than 100 was obtained in multiplexed samples. This new SBH method, which employs stable isotopic labels to locate target DNAs and TOF-RIMS to detect the labels, will be a very versatile and extensive multiplexing method.

DNA↗

Trypsin is the primary mechanism by which the (18)O isotopic label is lost in quantitative proteomic studies.

Labeling with (18)O is currently one of the most commonly used methods for incorporating a stable isotopic label into samples for comparative proteomic studies. In this approach, isotopic labeling involves the enzymatic digestion, typically performed with trypsin, of a protein population in (18)O-water, which incorporates the stable isotope into the C termini of the newly formed peptides. Although trypsin is often used to facilitate isotopic incorporation after digestion, it is typically overlooked that this same mechanism can lead to isotopic loss even under conditions such as low pH where it is assumed that trypsin is inactive. To examine the role that trypsin plays in isotopic loss, several experiments were performed on the rate of delabeling under conditions relevant to multidimensional proteomic experiments. Results from these studies demonstrate that enzyme-facilitated exchange of (18)O in the peptide with (16)O in the aqueous solvent was the major process by which the label is removed from the peptides, even under conditions of low pH and temperature where trypsin is thought to be inactive. This study brings the rapid, tryptic-facilitated exchange to the attention of laboratories using this scheme to prevent inaccuracies in quantitative labeling due to loss of the isotopic label.

Chromatography, Liquid↗

An efficient and cost-effective isotope labeling protocol for proteins expressed in Escherichia coli.

A cost-effective protocol for uniform 15N and/or 13C isotope labeling of bacterially expressed proteins is presented. Unlike most standard protocols, cells are initially grown in a medium containing nutrients at natural abundance and isotopically labeled nutrients are only supplied at the later stages of growth and during protein expression. This permits the accumulation of a large cell mass without the need to employ expensive isotopically labeled nutrients. The abrupt decrease in oxygen consumption that occurs upon complete exhaustion of essential nutrients is used to precisely time the switch between unlabeled and labeled nutrients. Application of the protocol is demonstrated for wild-type and a mutant of the N-terminal zinc-binding domain of HIV-1 integrase.

Carbon Isotopes↗

Stable isotope labeling of Arabidopsis thaliana cells and quantitative proteomics by mass spectrometry.

Quantitative analysis of protein expression is an important tool for the examination of complex biological systems. Albeit its importance, quantitative proteomics is still a challenging task because of the high dynamic range of protein amounts in the cell and the variation in the physical properties of proteins. Stable isotope labeling by amino acids in cell culture (SILAC) has been successfully used in yeast and mammalian cells to measure relative protein abundance by mass spectrometry. Here we show for the first time that proteins from Arabidopsis thaliana cell cultures can be selectively isotope-labeled in vivo by growing cells in the presence of a single stable isotope-labeled amino acid. Among the tested amino acids ([2H3]-leucine, [13C6]arginine, and [2H4]lysine), [13C6]arginine proved to be the most suitable. Incorporation of [13C6]arginine into the proteome was homogeneous and reached efficiencies of about 80%. [13C6]Arginine-labeled A. thaliana suspension cells were used to study the regulation of glutathione S-transferase expression in response to abiotic stress caused by salicylic acid and to identify proteins that bind specifically to phosphorylated 14-3-3 binding motifs on synthesized bait peptides in affinity purification experiments. In conclusion, the combination of stable isotope labeling of plant cells and mass spectrometry is a powerful technology that can be applied to study complex biological processes that involve changes in protein expression such as cellular responses to various kinds of stress or activation of cell signaling.

Amino Acid Sequence↗

Selective incorporation of isotopically labeled amino acids for identification of intact proteins on a proteome-wide level.

The post-genomic era and increased demands for broad proteome measurements have greatly increased the needs for protein identification. We describe a strategy that uses accurate mass measurements and partial amino acid content information to unambiguously identify intact proteins, and show its initial application to the proteomes of Escherichia coli and Saccharomyces cerevisiae. Proteins were extracted from the organisms grown in minimal medium or minimal medium to which isotopically labeled leucine (Leu-D(10)) had been added. The two protein extracts were mixed and analyzed by capillary isoelectric focusing (CIEF) coupled with Fourier transform ion cyclotron resonance mass spectrometry (FTICR). The incorporation of the isotopically labeled residue has no effect on the CIEF separation of proteins, and both isotopically labeled and unlabeled versions of specific proteins are observed within the same mass spectrum. The difference in the mass of the unlabeled and labeled proteins is used to determine the number of Leu residues present in a particular protein. Proteins can then often be unambiguously identified based on their accurately determined molecular mass and the additional constraint provided by number of Leu residues. The identities of proteins were further confirmed by repeating CIEF/FTICR measurements with samples that contain other isotopically labeled amino acid residues (e.g. His, Arg, Ile, Phe, Lys). A theoretical study of the amino acid composition (for a difference in the amino acid sequence) showed the constraints needed in order to identify the protein unambiguously. Additionally, the mass differences between the predicted and the experimental accurate mass measurement provide insights into the nature of simple post-translational modifications.

Amino Acids↗

Static secondary-ion mass spectrometric investigation of the surface structure of organic plasma-deposited films prepared from stable-isotope-labeled precursors. 1. Carbonyl precursors.

Stable-isotope-labeled carbonyl precursors (acetaldehyde, acetone, and 2-butanone) were used to create plasma-deposited films (PDFs), which were then examined by positive- and negative-ion static SIMS. This allowed hydrocarbon (HC) fragments to be distinguished from oxygen-containing fragments in the static SIMS spectra of these PDFs. Both the positive- and negative-ion static SIMS fragmentation patterns of conventional HC and oxygen-containing polymers were qualitatively examined in order to assign structural units on the PDF surface that could account for the sallent features in the static SIMS fragmentation patterns of these PDFs.

Hydrocarbons↗

Isolation and isotope labeling of cysteine- and methionine-containing tryptic peptides: application to the study of cell surface proteolysis.

Inexpensive methods were developed for isolating and isotopically labeling tryptic peptides that contain either cysteine or methionine. After covalently capturing cysteine-containing peptides with pyridyl disulfide reactive groups on agarose beads, extensive wash steps were applied, and the attached peptides were released using a reducing agent. This approach results in less nonspecifically bound peptides and eliminates the possibility of generating avidin peptide background ions that can arise when using methods based on biotin and avidin (e.g. isotope-coded affinity tag). The thiols were alkylated using either N-ethyl- or N-D5-ethyl-iodoacetamide, both of which can be synthesized in a single step using inexpensive reagents. This isotopic labeling does not greatly increase the peptide mass, nor does it affect the peptide ion charge state in electrospray ionization. In addition, methionine-containing peptides were captured using commercially available methionine-reactive beads, and relative quantitation of peptides was achieved by isotopic labeling of amino groups using activated esters of either nicotinic acid or D4-nicotinic acid. These methods were used to study the metalloprotease-mediated shedding of cell surface proteins from a mouse monocyte cell line that had been treated with a phorbol ester and lipopolysaccharide. In addition to the identification of proteins previously determined to be inducibly shed, three new shed proteins were identified: CD18, ICOS ligand, and tumor endothelial marker 7-related protein.

Amino Acid Sequence↗