Elemental mass spectrometry for quantitative proteomics

In the last decade mass-spectrometry-based proteomics has become an indispensable analytical tool for molecular biology, cellular biology and, lately, for the emerging systems biology. This review summarises the evolution and great potential of analytical methods based on elemental mass-spectrometric detection for quantitative proteomic analysis.     

Interpretation of mass spectrometry data for high-throughput proteomics

Recent developments in proteomics have revealed a bottleneck in bioinformatics: high-quality interpretation of acquired MS data. The ability to generate thousands of MS spectra per day, and the demand for this, makes manual methods inadequate for analysis and underlines the need to transfer the advanced capabilities of an expert human user into sophisticated MS interpretation algorithms. The identification rate in current high-throughput proteomics studies is not only a matter of instrumentation. We present software for high-throughput PMF identification, which enables robust and confident protein identification at higher rates. This has been achieved by automated calibration, peak rejection, and use of a meta search approach which employs various PMF search engines. The automatic calibration consists of a dynamic, spectral information-dependent algorithm, which combines various known calibration methods and iteratively establishes an optimised calibration. The peak rejection algorithm filters signals that are unrelated to the analysed protein by use of automatically generated and dataset-dependent exclusion lists. In the "meta search" several known PMF search engines are triggered and their results are merged by use of a meta score. The significance of the meta score was assessed by simulation of PMF identification with 10,000 artificial spectra resembling a data situation close to the measured dataset. By means of this simulation the meta score is linked to expectation values as a statistical measure. The presented software is part of the proteome database ProteinScape which links the information derived from MS data to other relevant proteomics data. We demonstrate the performance of the presented system with MS data from 1891 PMF spectra. As a result of automatic calibration and peak rejection the identification rate increased from 6% to 44%.Abbreviations 2-DE Two-dimensional gel electrophoresis - MALDI Matrix-assisted laser desorption ionisation - PMF Peptide mass fingerprinting - MS Mass spectrometry - TOF Time of flight     

Targeted tandem mass spectrometry for high-throughput comparative proteomics employing NanoLC-FTICR MS with external ion dissociation

Targeted tandem mass spectrometry (MS/MS) is an attractive proteomic approach that allows selective identification of peptides exhibiting abundance differences, e.g., between culture conditions and/or diseased states. Herein, we report on a targeted LC-MS/MS capability realized with a hybrid quadrupole-7 tesla Fourier transform ion cyclotron resonance (FTICR) mass spectrometer that provides data-dependent ion selection, accumulation, and dissociation external to the ICR trap, and a control software that directs intelligent MS/MS target selection based on LC elution time and m/z ratio. We show that the continuous on-the-fly alignment of the LC elution time during the targeted LC-MS/MS experiment, combined with the high mass resolution of FTICR MS, is crucial for accurate selection of targets, whereas high mass measurement accuracy MS/MS data facilitate unambiguous peptide identifications. Identification of a subset of differentially abundant proteins from Shewanella oneidensis grown under suboxic versus aerobic conditions demonstrates the feasibility of such approach.     

A robust micro-electrospray ionization technique for high-throughput liquid chromatography/mass spectrometry proteomics using a sanded metal needle as an emitter

A 60 microm internal diameter (i.d.) stainless-steel needle was adapted to the orthogonal ESI probe ( microESI) of a commercial ion trap mass spectrometer, and used for capillary liquid chromatography/tandem mass spectrometry (LC/MS/MS) protein identification experiments. The modification allows for the use of nitrogen sheath gas which helps in the nebulization at LC flow rates exceeding 500 nL/min and eliminates problems caused by liquid junctions commonly used to initiate nanospray ionization (NSI). A comparison is made between the performance of a 75 microm i.d. column with a 15 microm pulled glass tip using a liquid junction, and that of a 150 microm i.d. column using the new microESI device. The combination of the 150 microm i.d. column and microESI gave sensitivity close to that of NSI (250 attomoles horse heart myoglobin digest on column), and proved to be more robust than the standard pulled glass tips of similar i.d. No evidence of metal needle catalyzed oxidation of methionine was observed during analysis of the tetrapeptide MRFA under a range of test conditions. Phosphorylated peptides in a beta-casein tryptic digest were also successfully identified using the microESI interface with a steel needle. In addition it was found that a mild sanding of the metal needle tip improved spray performance.     

A novel MALDI LIFT-TOF/TOF mass spectrometer for proteomics

A new matrix-assisted laser-desorption/ionization time-of-flight/time-of-flight mass spectrometer with the novel "LIFT" technique (MALDI LIFT-TOF/TOF MS) is described. This instrument provides high sensitivity (attomole range) for peptide mass fingerprints (PMF). It is also possible to analyze fragment ions generated by any one of three different modes of dissociation: laser-induced dissociation (LID) and high-energy collision-induced dissociation (CID) as real MS/MS techniques and in-source decay in the reflector mode of the mass analyzer (reISD) as a pseudo-MS/MS technique. Fully automated operation including spot picking from 2D gels, in-gel digestion, sample preparation on MALDI plates with hydrophilic/hydrophobic spot profiles and spectrum acquisition/processing lead to an identification rate of 66% after the PMF was obtained. The workflow control software subsequently triggered automated acquisition of multiple MS/MS spectra. This information, combined with the PMF increased the identification rate to 77%, thus providing data that allowed protein modifications and sequence errors in the protein sequence database to be detected. The quality of the MS/MS data allowed for automated de novo sequencing and protein identification based on homology searching.     

A novel quantitative proteomics reagent based on soluble nanopolymers

Bi-functionalized dendrimers leads to highly efficient quantitative proteomics and the determination of protease activities in snake venoms.     

Multiple sprayer system for high-throughput electrospray ionization mass spectrometry

A multiple sprayer electrospray ion source for high-throughput analysis is described. The ion source is comprised of multiple electrospray capillaries, each with an ion lens located near the tip. The electric potentials applied to the ion lenses are used to control the sprayers. The use of ion lenses eliminates the need for mechanical blocking devices to selectively enable or disable the sprayers, and results in a less expensive and more reliable set-up. Sprayers can be enabled or disabled within approximately 50-250 ms when the lens potentials are controlled manually. For simultaneous operation of multiple electrospray capillaries, it is advantageous to orient the capillaries so that the spray from each passes directly in front of the entrance aperture of the mass spectrometer.     

Induced nanoelectrospray ionization for matrix-tolerant and high-throughput mass spectrometry

No-contact rule: The title method is ultra-sensitive, high-throughput (4 samples per second), easily multiplexed, and is compatible with serum, urine, and concentrated salt solutions. Other features of this method, which avoids physical contact between the electrode and the solvent, include sample economy and the ability to produce both positive and negative-ion spectra in one cycle.     

A novel approach for coincidence ion mass spectrometry

A novel approach is proposed for extracting a maximum of information from secondary ions ejected when surfaces are bombarded with keV mono or polyatomic ions. It is known that the event-by-event bombardment-detection mode allows identification of spatiotemporal relationships among individual secondary ions which in turn reveal surface composition within nanometric dimensions. We have devised a procedure for identifying spatiotemporal relationships among individual secondary ions without the requirement of pulsed sample interrogation (one single projectile at a time). The consequence of "mass separated time-of-flight mass spectrometry" is a much improved measurement duty cycle.     

Progress and possible applications of miniaturised separation techniques and elemental mass spectrometry for quantitative, heteroatom-tagged proteomics

The application of miniaturised separation techniques such as capillary LC, nano LC or capillary electrophoresis offers a number of advantages in terms of analytical performance, solvent consumption and the ability to analyse very small sample amounts. These features make them attractive for various bioanalytical tasks, in particular those related to the analysis of proteins and peptides. The skillful combination of such techniques with inductively coupled plasma mass spectrometry (ICP-MS) has recently permitted the design of combined analytical approaches utilising either elemental or molecule-specific detection techniques such as electrospray ionisation (ESI) or matrix-assisted laser desorption/ionisation (MALDI) mass spectrometry in a highly complementary manner for, as an example, proteomics-orientated research (heteroatom-tagged proteomics). Such hybrid approaches are, in particular, providing promising new options for the fast screening of complex samples for specific metal-containing or—more generally speaking—heteroatom-containing biomolecules, as well as the accurate absolute quantification of biomolecules, which is still an unsolved problem in bioanalysis. Here, progress in as well as the potential and the special requirements of hyphenating miniaturised separation techniques with ICP-MS are reviewed and critically discussed. In addition, selected applications are highlighted to indicate current and possible future trends within this emerging area of research.     

Toward a high-throughput approach to quantitative proteomic analysis: Expression-dependent protein identification by mass spectrometry

The isotope-coded affinity tag (ICAT) [1] technology enables the concurrent identification and comparative quantitative analysis of proteins present in biological samples such as cell and tissue extracts and biological fluids by mass spectrometry. The initial implementation of this technology was based on microcapillary chromatography coupled on-line with electrospray ionization tandem mass spectrometry. This implementation lacked the ability to select proteins for identification based on their relative abundance and therefore to focus on differentially expressed proteins. In order to improve the sample throughput of this technology, we have developed a two-step approach that is focused on those proteins for which the abundance changes between samples: First, a new software program for the automated quantification of ICAT reagent labeled peptides analyzed by microcapillary electrospray ionization time-of-flight mass spectrometry determines those peptides that differ in their abundance and second, these peptides are identified by tandem mass spectrometry using an electrospray quadrupole time-of flight mass spectrometer and sequence database searching. Results from the application of this approach to the analysis of differentially expressed proteins secreted from nontumorigenic human prostate epithelial cells and metastatic cancerous human prostate epithelial cells are shown.     

A centralized approach to tandem mass spectrometry method development for high-throughput ADME screening

A centralized approach to acquisition and dissemination of tandem mass spectrometry (MS/MS) conditions within an ADME-screening bioanalytical mass spectrometry group has been developed. The method development process uses two automated software products (Autoscan and Automaton) specifically designed for mass spectrometers manufactured by MDS Sciex. Both provide the ability to quickly determine selected reaction monitoring (SRM) transitions for hundreds of compounds per day. In addition, Autoscan determines optimal polarity and collision energy (CE). Automaton also determines the optimal declustering potential (DP) as well as the CE. The resulting optimized conditions are loaded into a central database for access by LC/MS/MS bioanalysis workstations in the group. The effect of DP and CE on the sensitivity was investigated. Optimization of DP improved signal response about 27% on average. For approximately 10% of compounds, signal enhancement was greater than 50% compared to the generic setting. A generic setting of DP = 25 V can be used for the majority of ADME-screening applications. Optimization of CE can have a much larger impact on signal intensity and a minimum of three CE settings should be tested. We have determined that CE values of 1, 30 and 45 V provide adequate coverage for most small molecule drug discovery analytes.     

A general method for quantitative measurement of molecular mass distribution by mass spectrometry

A method is presented to test whether the conversion of the mass spectrum of a polydisperse analyte to its molecular mass distribution is quantitative. Mixtures of samples with different average molecular masses, coupled with a Taylor’s expansion mathematical formalism, were used to ascertain the reliability of molecular mass distributions derived from mass spectra. Additionally, the method describes how the molecular mass distributions may be corrected if the degree of mass bias is within certain defined limits. This method was demonstrated on polydisperse samples of C₆₀ fullerenes functionalized with ethylpyrrolidine groups measured by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry; however, it is applicable to any polydisperse analyte and mass spectrometric method as long as spectrum resolution allows individual oligomers to be identified. Mass spectra of the derivatized fullerenes taken in positive ion mode were shown to give an accurate measurement of the molecular mass distribution while those taken in negative ion mode were not. Differences in the mechanisms for ion formation are used to explain the discrepancy.     

比较纳升反相色谱-串联质谱与毛细管区带电泳-串联质谱用于自顶向下蛋白质组学

自顶向下蛋白质组学的一个重要难题是缺乏与质谱可以在线连用并且可以提供高效蛋白质分离的液相分离技术。毛细管区带电泳与纳升反相色谱都可以与质谱在线连用,并且在复杂蛋白质样品分析方面也都有了显著的提升。在这里,我们首次比较了先进的纳升反相色谱-串联质谱与毛细管区带电泳-串联质谱平台用于自顶向下蛋白质组学分析。相对于纳升反相色谱-质谱而言,毛细管区带电泳-质谱可以将标准蛋白质样品的消耗量降低10倍,而且保持与纳升反相色谱-质谱相当的蛋白质信号强度。有意思的是,与毛细管区带电泳-质谱相比,纳升反相色谱-质谱可以获得更高的蛋白质分子的气相价态。这个现象可能是由于反相流动相中的高浓度乙腈使得蛋白质变性的更加充分。从1微克的大肠杆菌蛋白质样品中,毛细管区带电泳-串联质谱可以鉴定到159个蛋白质和513个蛋白质变体,而纳升反相色谱-串联质谱仅鉴定到105个蛋白质和277个蛋白质变体。当将大肠杆菌蛋白质的上样量提高到8微克时,纳升反相色谱-串联质谱可以鉴定到245个蛋白质和1004个蛋白质变体。由于纳升反相色谱-串联质谱具有比毛细管区带电泳-串联质谱更高的上样量与更宽的分离窗口,当蛋白质样品量不受限制时,纳升反相色谱-串联质谱具有明显的优势。但是,在痕量样品分析方面,毛细管区带电泳-串联质谱具有更大的潜力。     

Affinity labeling coupled with matrix assistant laser desorption tandem time of flight mass spectrometry for quantitative proteomics research

A relative quantitative method for differential proteomics by cleavable isotope-coded affinity tag (cICAT) and matrix-assisted laser desorption/ionization tandem timeof-flight mass spectrometry (MALDI-TOF-MS) was established. The accuracy and reproducibility of the method were evaluated by bovine serum albumin (BSA) digest as having a relative standard deviation of less than 30% and good reproducibility. The dynamic range was also evaluated by analyzing two mixtures of several standard proteins with different concentration. The experimental results showed that in the dynamic range of 1:30, the quantitation error of the method was less than 30%. Although the quantitation error becomes very large when used beyond this range, it does not affect the derivation of information on the differential proteins. All the work provides an alternative method for differential proteomics analysis in biological samples from different origins. __________ Translated from Chinese Journal of Analytical Chemistry, 2006, 34(7): 899–904 [译自: 分析化学]     

Combining capillary electrophoresis with mass spectrometry for applications in proteomics

Mass spectrometry (MS)-based proteomics is currently dominated by the analysis of peptides originating either from digestion of proteins separated by two-dimensional gel electrophoresis (2-DE) or from global digestion; the simple peptide mixtures obtained from digestion of gel-separated proteins do not usually require further separation, while the complex peptide mixtures obtained by global digestion are most frequently separated by chromatographic techniques. Capillary electrophoresis (CE) provides alternatives to 2-DE for protein separation and alternatives to chromatography for peptide separation. This review attempts to elucidate how the most promising CE modes, capillary zone electrophoresis (CZE) and capillary isoelectric focusing (CIEF), might best be applied to MS-based proteomics. CE-MS interfacing, mass analyzer performance, column coating to minimize analyte adsorption, and sample stacking for CZE are considered prior to examining numerous applications. Finally, multidimensional systems that incorporate CE techniques are examined; CZE often finds use as a fast, final dimension before ionization for MS, while CIEF, being an equilibrium technique, is well-suited to being the first dimension in automated fractionation systems.