MASS SPECTROMETRY in proteomics -...
Transcript of MASS SPECTROMETRY in proteomics -...
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MASS SPECTROMETRYin proteomics
Simon LetarteMay 2006
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Outline
• fundamental concepts
• proteomics – a special case
• ion sources
• mass analyzers
• hybrid instruments
• quantification
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Typical MS configuration
sample introduction
ionsource
massanalyzer
data processing
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What is mass spectrometry ?
• ions are charged molecules
• measure the m/z of ions in the gas phase
• m/z unit is the Thomson (Th)
• information about the molecular mass
• information about the structure
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Types of masses
average1156.3
monoisotopic1155.6
www.ionsource.com
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Resolving power
R=M/∆M
786 / 0.5 = 1572
786 / 0.1 = 7860
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High resolving power
FTICR instrumentR > 60 000
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Mass accuracy
1715.851 SSKMPTVGTEERPPGK1715.859 QPAQSQNLSPLSGFSR1715.849 KSFSQYAHLSQHQR1715.888 AVEKGAVHPAMANHLR1715.847 EGYLEEESLKVQHR
ppm =Mmeas − Mcalc
Mcalc
x106
Difference between the experimental m/z and the calculated value of the chemical formula.
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Proteomicsa special case
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Simplifying the sample
• 1D or 2D gel + RP HPLC
• 2D HPLC
• capillary electrophoresis
• cystein-based enrichment
• antibody-based enrichment
• glycocapture
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1D LC vs 2D LC
LC-MS-MS 2D-LC-MS-MS
in-solution protein
digestion
peptide separation
trypsin
SCX column
proteinseparation
in-gel protein
digestion
gel
trypsin
protein mixture
peptide separation
peptide sequencing
protein identification
C18 RP column
ms-ms
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Ionization Sources
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Electrospray
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
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Electrospray
• doubly and triply charged peptides
• high ionization efficiency
• good sensitivity
• peptides and polar compournds
• perfect march for LC
• sensitive to salt, detergents
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MALDI
α-Cyano-4-hydroxycinnamic acid
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
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Offline LC-MALDI
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MALDI
• solid phase samples
• tolerant to contamination
• pulsed ion source
• mostly singly charged ions
• mechanism will favor different ions than ESI
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Mass Analyzers
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Quadrupole
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Quadrupole
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Quadrupole
• simple
• stable
• great in hybrid instruments
• low resolving power (2000)
• low sensitivity
• $
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Ion trap
www.matrixscience.com
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Ion trap
• ms-ms capable
• low resolving power (2000)
• ETD fragmentation
• simple to use, rugged and compact
• low mass cutoff
• limited dynamic range
• space-charge effects
• $
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Linear ion trap
March, R.E.,Todd, J.F.J., Quadrupole Ion Trap Mass Spectrometry
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Linear ion trap
• fast scans
• storage of large number of ions
• ms-ms capable
• ETD fragmentation
• enhanced high resolution scans
• more costly that regular traps
• $$
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Time-of-flight
ZeE =mv2
2t =
d
vv =
!
m
z! const.
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
v =
!
2ZeE
m
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Re-Tof
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
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Time-of-flight
• good resolving power (15000)
• high mass range
• temperature-sensitive
• fast acquisition
• not a scanning analyzer
• good sensitivity
• $$
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FTICR
www.ionspec.com
! =
zB
m
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! =
zB
m
FTICR
• high resolving power (100 000)
• High mass accuracy
• ECD and IRMPD fragmentation
• high maintenance
• huge files
• charge-space effects
• $$$$
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Hybrid Instruments
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Tandem mass spectrometry
• mass spectrum acquisition
• precursor selection
• precursor fragmentation
• fragment analysis
• precursor analysis
• neutral loss analysis
• multiple reaction monitoring
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Automatic precursor selection
MS survey scan
precursorselection
fragmention spectrum
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Triple-quad / Q-trap
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
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Types of scansTime-of-flight (ToF ) and hy-
brid ToF instruments. In ToFanalyzers, the mass-to-charge ratioof an analyte ion is deduced fromits flight time through a tube ofspecified length that is undervacuum. The performance of ToFanalyzers has greatly improved, inparticular in terms of resolutionand mass accuracy (6). A resolv-ing power exceeding 12,000 hasbecome routine on many instru-ments, and with a proper masscalibration protocol, mass accura-cies in the low–parts per million(ppm) range are achievable. ToFmass analyzers are the basis foranalytical platforms operated withboth ESI and MALDI. The Q-Q-ToF instruments exhibit high res-olution and mass accuracy in MSand MS/MS mode. In the MSmode, the quadrupole acts as anion guide to the ToF analyzerwhere the mass analysis takesplace. In the MS/MS mode, theprecursor ions (typically a multi-ply charged ion in ESI) are se-lected in the first quadrupole andundergo fragmentation throughcollision-induced dissociation inthe second quadrupole. The pro-duct ions are analyzed in the ToFdevice. Spectra obtained in bothfull-scan and MS/MS modes ex-hibit good mass accuracy and highresolution, yielding an increasednumber of peptides detected andallowing for the determination ofthe charge state and unambiguousassignment of the mono-isotopic signal. Allof these factors simplify the identification ofpeptides via database searches by tighteningthe search parameters and augmenting the con-fidence in the results. Finally, Q-Q-ToF instru-ments perform well for quantitative analysesand for the identification of posttranslationalmodifications.
MALDI remains a valuable alternative ioniza-tion technique for peptides and proteins and is oftenused to complement results obtained by ESI MS.MALDI MS is very sensitive and more tolerantthan ESI to the presence of contaminants such assalts or small amount of detergent. The MALDItechnique has primarily been used in conjunctionwith ToF analyzers for molecular mass determina-tion. It has been implemented onQ-Q-ToF or ToF-ToF mass spectrometers to provide true MS/MScapabilities. The resulting spectra characterized bysingly charged precursor ions and those obtainedon ToF-ToF instruments present high-energycollision fragments (cleavages of the peptidic bondsand side chains),which are readily interpretable (7).
Ion trap (IT )mass analyzers. In IT analyzers,ions are trapped and can therefore be accumulatedover time in a physical device. The IT technology ischaracterized by MS/MS capabilities (8) withunmatched sensitivity and fast data acquisition.Used in conjunction with data-dependent acquisi-tion (9), IT technology allows high-throughputanalyses. However, IT analyzers have limited-resolution, low–ion trapping capacity, and space-charging effects result in mass measurementslacking accuracy. The development of linear iontrap (LIT) analyzers with higher ion-trappingcapacities has expanded the dynamic range andthe overall sensitivity of this technique, and LITshave been replacing classical quadrupole trappingdevices. Typically, LIT instruments have anoptional slow scanning function to increaseresolution. They also have multiple-stage sequen-tial MS/MS capabilities, in which fragment ionsare iteratively isolated and further fragmented, astrategy that has proven to be very useful for theanalysis of posttranslational modifications such asphosphorylation (10).
LIT devices have been implemented on triplequadrupole–type instruments (i.e., the secondanalyzer is substituted by a LIT) to offer a uniqueset of functionalities (11). The Q-Q-LIT geom-etry offers the scanning capabilities of a triplequadrupole instrument, including precursor ionand neutral loss scanning (Fig. 1, B and C), andincreased sensitivity. These instruments thereforeoffer unique capabilities for the analysis ofmodifications. In addition, the multiple reactionmonitoring (MRM) capability of Q-Q-LITinstruments (Fig. 1D) allows the detection ofspecific transitions between the precursor andone fragment of a given peptide. The selectivityresulting from two stages of analyzer combinedwith the high duty cycle results in quantitativeanalyses with unmatched sensitivity.
Ion cyclotron resonance and orbitrap massanalyzers. The development and commer-cialization of robust Fourier transform–ion cy-clotron resonance (FT-ICR) mass spectrometerswith external ion sources (12) represented abreakthrough in terms of resolving power and
z/m
Time
Time
z/m
MS2DICS1M
dexiF gninnacSProduct ionscanning
dexiF gninnacS
gninnacSgninnacS
dexiFdexiF
A
B
C
D
noIecruos
Precursor ionscanning
ssol lartueNscanning
noi elpitluMgnirotinom
Fig. 1. Schematic representation of various types of tandemmass spectrometry experiments. (A) Product ion scanningis the most common MS/MS experiment in proteomics. Its purpose is the generation of fragment ion spectra for theidentification of the amino acid sequence of specific peptides. In this experiment, the first analyzer (MS1) is set to avalue that selects one specific precursor ion at a time. The selected ion undergoes CID in the collision cell, and theresulting fragments are analyzed by the second analyzer (MS2). This process is repeated for different precursors. (B)Precursor ion scanning sets the second analyzer (MS2) to transmit only one specific fragment ion to the detector.MS1 is scanned to detect all the precursor ions that generate this fragment. Typically, this method is used to detect asubset of peptides in a sample that contain a specific functional group, for instance a phosphate ester or acarbohydrate modification. (C) Neutral loss scanning scans both analyzers in a synchronized manner, so that themass difference of ions passing through MS1 and MS2 remains constant. The mass difference corresponds to aneutral fragment that is lost from a peptide ion in the collision cell. The neutral loss scan is therefore used to detectthose peptides in a sample that contain a specific functional group. A common application of this method is thedetection of peptides phosphorylated at serine or threonine residues via a loss of phosphoric acid. (D) MRM consistsof a series of short experiments in which one precursor ion and one specific fragment characteristic for that precursorare selected by MS1 and MS2, respectively. Typically, the instrument cycles through a series of transitions (precursor-fragment pair) and records the signal as a function of time (chromatographic elution). MRM is used for the detectionof a specific analyte with known fragmentation properties in complex samples.
SPECIALSECTION
www.sciencemag.org SCIENCE VOL 312 14 APRIL 2006 213
Domon, B., Aebersold., R., Mass Spectrometry and Protein Analysis, Science 312, 2006.
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Triple-quad / Q-trap
• rugged hybrid instrument
• time proven
• precursor scans
• product scans
• neutral loss / MRM
• $$$
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Q-Tof
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
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Q-Tof
• medium resolving power (10 000)
• ESI or MALDI
• good sensitivity
• no real precursor or NL scans
• $$$
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Tof-Tof
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry
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Tof-Tof
• good resolving power
• tandem MS on a TOF
• dynamic DB searching
• MALDI ion source
• no real precursor or NL scans
• fewer MSMS identifications
• low throughput
• $$$
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quad/trap FTICR
60 m3/hr1 mbar
200L/s10-3 mbar
220L/s10-4 mbar
210L/s 210L/s
Linear Ion Trap Data
FTMS Data
Actively Shielded7 Tesla Magnet
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60 m3/hr1 mbar
200L/s10-3 mbar
220L/s10-4 mbar
210L/s 210L/s
Linear Ion Trap Data
FTMS Data
Actively Shielded7 Tesla Magnet
quad/trap FTICR
• new generation of FT
• limits space-charge effects
• better mass accuracy
• improved duty cycle
• high or low resolution MS2
• ECD and IRMPD fragmentation
• $$$$
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LTQ-orbitrap
Yates, J. R.; Cociorva, D.; Liao, L.; Zabrouskov, V. Anal. Chem. 2006, 78, 493-500.
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LTQ-orbitrap
• new type of mass analyzer
• related to FT
• high resolving power (60 000)
• high mass accuracy
• high ion capacity
• less expensive to operate than FT
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Instrumentation summary
REVIEW
Mass Spectrometry andProtein AnalysisBruno Domon1 and Ruedi Aebersold1,2,3
Mass spectrometry is a central analytical technique for protein research and for the study ofbiomolecules in general. Driven by the need to identify, characterize, and quantify proteins at everincreasing sensitivity and in ever more complex samples, a wide range of new mass spectrometry–based analytical platforms and experimental strategies have emerged. Here we review recentadvances in mass spectrometry instrumentation in the context of current and emerging researchstrategies in protein science.
The ability to identify proteins and to de-termine their covalent structures has beencentral to the life sciences. The amino acid
sequence of proteins provides a link betweenproteins and their coding genes via the geneticcode, and, in principle, a link between cellphysiology and genetics. The identification ofproteins provides a window into complex cellularregulatory networks.
Before the genomics revolution, chemical orenzymatic methods were used to probe the co-valent structure of single, highly purified proteins,and typically, the products of such reactions weredetected by ultraviolet (UV) absorbance or fluo-rescent spectroscopy. For example, polypeptideswere sequenced by stepwise chemical degradationfrom the N terminus to the C terminus (Edmandegradation), with subsequent identification of thereleased amino acid derivatives byUVabsorbancespectroscopy. Gradually over the past two dec-ades, mass spectrometers were interfaced with anumber of protein chemistry assays to createdetectors providing superior information. Withthe increased performance and versatility of theinstrumentation, new protein analytical strategieshave emerged in which mass spectrometry is thecentral element. For example, by the mid-1990s, avariety of mass spectrometry–based strategies hadessentially replaced the Edman degradation as themainstream method for determining the aminoacid sequences of polypeptides.
The trend toward mass spectrometry as thetechnique of choice for identifying and probingthe covalent structure of proteins was acceleratedby the genome project. Genomics demonstratedthe power of high-throughput, comprehensiveanalyses of biological systems. Genomics alsoprovides complete genomic sequences, whichare a critical resource for identifying proteinsquickly and robustly by the correlation of mass-spectrometric measurements of peptides with se-
quence databases. The systematic analysis of allthe proteins in a tissue or cell was popularizedunder the name proteomics, with mass spectrom-etry central to most proteomic strategies.
The analysis of a full proteome presents aformidable task and, in spite of recent technicaldevelopments, remains to be achieved for anyspecies. The task is challenging because pro-teomes have a large and unknown complexity.What is certain is that the number of proteins in aspecies_ proteome exceeds by far the number ofgenes in the corresponding genome. This di-versity arises from the fact that a particular genecan generate multiple distinct proteins as a resultof alternative splicing of primary transcripts, thepresence of sequence polymorphisms, post-translational modifications, and other protein-processing mechanisms. Moreover, proteins spana concentration range that exceeds the dynamicrange of any single analytical method or instru-ment. For example, it has been estimated that theconcentration range of serum proteins exceeds 10orders of magnitude (1). Although these chal-lenges are daunting, they have stimulatedadvances in technologies for the analysis ofproteins and proteomes. Here we describe arange of mass-spectrometric techniques, discuss
their utility for protein analysis, and assess theirability to support or interface with a range ofproteomic strategies.
MS Instruments and Their UseMass spectrometry was restricted for a long timeto small and thermostable compounds because ofthe lack of effective techniques to softly ionize andtransfer the ionizedmolecules from the condensedphase into the gas phase without excessivefragmentation. The development in the late1980s of two techniques for the routine andgeneral formation of molecular ions of intactbiomolecules—electrospray ionization (ESI) (2)and matrix assisted laser desorption/ionization(MALDI) (3)—dramatically changed this situa-tion and made polypeptides accessible to mass-spectrometric analysis. This catalyzed the devel-opment of new mass analyzers and complexmultistage instruments [for instance, hybridquadrupole time-of-flight (Q-Q-ToF) and tandemtime-of-flight (ToF-ToF) instruments] (Table 1)designed to tackle the challenges of protein andproteome analysis (4, 5). Mass spectrometers areused either to measure simply the molecularmass of a polypeptide or to determine additionalstructural features including the amino acid se-quence or the site of attachment and type ofposttranslational modifications. In the formercase, single-stage mass spectrometers are used,acting essentially as balances to weigh molecules.In the latter case, after the initial mass determi-nation, specific ions are selected and subjected tofragmentation through collision. In such ex-periments, referred to as tandem mass spectrom-etry (MS/MS), detailed structural features of thepeptides can be inferred from the analysis of themasses of the resulting fragments. The types ofmass spectrometers described below are mostcommonly used to support a range of researchstrategies in the protein sciences. They differ intheir physical principles, their performancestandards, their mode of operation, and their abil-ity to support specific analytical strategies.
T O O L S F O R B I O C H E M I S T R Y
1Institute of Molecular Systems Biology, ETH Zurich, CH-8093 Zurich, Switzerland. 2Faculty of Sciences, Universityof Zurich, CH-8006 Zurich, Switzerland. 3Institute forMolecular Systems Biology, Seattle, WA 98103, USA.
Table 1. Characteristics and performances of commonly used types of mass spectrometers. Checkmarks indicate available, check marks in parentheses indicate optional. +, ++, and +++ indicatepossible or moderate, good or high, and excellent or very high, respectively. Seq., sequential.
IT-LIT Q-Q-ToF ToF-ToF FT-ICR Q-Q-Q QQ-LIT
Mass accuracy Low Good Good Excellent Medium MediumResolving power Low Good High Very high Low LowSensitivity (LOD) Good High Medium High HighDynamic range Low Medium Medium Medium High HighESI ( ( ( ( (MALDI (( ) (( ) (MS/MS capabilities ( ( ( ( ( (Additional capabilities Seq. MS/MS Precursor, Neutral loss, MRMIdentification ++ ++ ++ +++ + +Quantification + +++ ++ ++ +++ +++Throughput +++ ++ +++ ++ ++ ++Detection of modifications + + + + +++
14 APRIL 2006 VOL 312 SCIENCE www.sciencemag.org212Domon, B., Aebersold., R., Mass Spectrometry and Protein Analysis, Science 312, 2006.
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Quantification
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ICAT
• 2 cell states
• Label with light and heavy reagent
• Combine and digest
Gygi, S. P., et al. (1999). "Quantitative analysis of complex protein mixtures using isotope-coded affinity tags." Nature biotechnology 17: 994-999.
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ICAT
• Retrieve cystein-containing peptide
• Analyze by MS
• Find pairs separated by 8 Da
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18O labeling
• metabolic process
• 4 dalton separation
• trypsin digestion performed in labeled water
+
Protein Trypsin
(1) Amide Bond Cleavage
.
H2O18
(2) Carboxyl Oxygen Exchange
.
H2O
+
+
CH C
R
O
NH
CH C
R
O18OH
HO E
HO E CH C
R
O
NH
HO E
NH2
HO E
CH C
R
O
O
18
HO E H
H2O18
CH C
R
O
O
18
H18
Figure 2. Principle of post-digestion
18O labeling.
N
SSPeptide SH
non-Cys-peptides
Capture
S S R
N
H
S
Peptide
+
+ non-Cys-peptides
Wash
Release
SH Peptide SH R S S R
R SH
(DTT)
+ +
Figure 3. Principle of cysteinyl-peptide enrichment using Thiopropyl Sepharose 6B.
2
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SILAC
• Culture medium contains labeled amino acid
• Let the cells incorporate the labels
• Difficult for mammalian cells
• Multiplicity of labels
Ong, S.-E. et al., Stable Isotope Labeling by Amino Acids in Cell Culture, SILAC, as a Simple and Accurate Approach to Expression Proteomics, Mol. Cell. Proteomics 2002, 1.
trospray experiments (30), digests were desalted and concentratedon a microcolumn packed into GELoader tips (31). Peptides wereeluted with 50% methanol in 5% formic acid directly into a nanosprayneedle, and the eluate subjected to MS and MS/MS analysis on aQSTAR Pulsar quadrupole time-of-flight tandem mass spectrometer(ABI/MDS-Sciex, Toronto, Canada) and equipped with a nanoelectro-spray ion source (Protana Engineering A/S, Odense, Denmark). Pro-teins were identified by searching peptide sequence tags (32), derivedfrom fragment ion spectra of selected peptides, against the non-redundant protein database maintained and updated regularly at theEuropean Bioinformatics Institute (EBI; Hinxton, United Kingdom)using the PepSea software package (MDS Proteomics A/S, Odense,Denmark).
For determining quantitative ratios in cases where the Leu-d0 andLeu-d3 isotope distributions overlapped an isotopic correction factorwas applied as follows: after peptide identification, the peptide se-quence was submitted to the web-based tool MS-Isotope, which ispart of the ProteinProspector package (prospector.ucsf.edu). Theisotope pattern of the lower mass in the isotope pair was then sub-tracted from the full isotope pattern to obtain the correct peak heightsof the higher mass peptide.
RESULTS AND DISCUSSION
The SILAC Strategy—Mammalian cells cannot synthesize anumber of amino acids, therefore these “essential” aminoacids must be supplied in cell culture medium as free aminoacids for the medium to support cell growth. Isotopicallylabeled analogs of these amino acids can be synthesized andare available commercially. If the labeled analog of an aminoacid is supplied instead of the natural abundance amino acid,it will be incorporated into each newly synthesized proteinchain. After a certain number of cell doublings, each instanceof this particular amino acid will have been replaced by itsisotopically labeled analog. If there is no chemical differencebetween the labeled amino acid and the natural amino acid,the cells should behave exactly like a control cell populationgrown with the normal amino acid. This is illustrated in Fig. 1.The experimental cell population can then be treated in aspecific way, such as differentiation induction or cytokinestimulation, for example. Protein populations from both sam-ples are then harvested, and because the label is encodeddirectly into the amino acid sequence of every protein, theextracts can be mixed directly. Purified proteins or peptideswill preserve the exact ratio of the labeled to unlabeled pro-tein, as no more synthesis is taking place, and therefore noscrambling can take place at the amino acid level. The pro-teins and peptides can then be analyzed in any of the ways inwhich they are analyzed in non-quantitative proteomics.Quantitation takes place at the level of the peptide massspectrum or peptide fragment mass spectrum, exactly thesame as in any other stable isotope method (such as ICAT). Itis important to note that the absence of chemical steps im-plies the same sensitivity and throughput for SILAC as fornon-quantitative methods.
Fig. 1 also contrasts SILAC with ICAT labeling, which isperhaps the most well established and representative methodin quantitative proteomics by mass spectrometry. As can be
seen from the figure, proteins need to be reduced and alky-lated before mixing, steps that can make it difficult to maintainthe samples in directly comparable states during multiplefractionation steps. Furthermore, the chemical modificationand affinity purification step can be difficult to perform withvery small amounts of sample, and non-cysteine-containingpeptides are also sometimes bound to the avidin column.Finally, in cases of extensive fractionation, a large number ofaffinity purifications needs to be performed for a singleexperiment.
One further difference between SILAC (using leucine) andICAT methods is that SILAC differentially labels more than halfof the tryptic peptides whereas ICAT only labels somewhatmore than 20%. This calculation is based on the 2 and 10%relative abundance of cysteine and leucine, respectively, andan average length of 14 amino acids for tryptic peptides thatcan be sequenced by mass spectrometry. Conversely, ICATachieves some decrease in complexity of the peptide mixturewhereas SILAC does not change the peptide abundancesresulting from a digest. Because the reduction in complexity
FIG. 1. A schematic of SILAC (using leucine) and ICAT labelingstrategies. Shown are the steps involved in the two strategies. ForSILAC, the cell culture has been adapted to normal leucine or Leu-d3media at the start of the experiment, and the isotopic state informa-tion is already “encoded” into the amino acid sequences. Therefore,protein populations can be mixed directly after lysis and subjected toprotein purification procedures. ICAT allows use of protein materialfrom non-living sources but requires chemical modification and affin-ity steps.
SILAC as an Approach to Expression Proteomics
378 Molecular & Cellular Proteomics 1.5
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iTRAQ
• Reagent attached to the N-terminal
• All cell states have the same precursor masse
• Quantitation is performed in MS-MS
Ross, P. L et al. (2004), Multiplexed Protein Quantitation in Saccharomyces cerevisiae Using Amine-reactive Isobaric Tagging Reagents, Mol. Cell. Proteomics 2004, 2, 1154-1169.
then labeled with one of the four isotopically labeled tags, andthe derivatized digests combined in mixtures of varying pro-portions. The multiplex isobaric tags produce abundantMS/MS signature ions at m/z 114.1, 115.1, 116.1, and 117.1,and the relative areas of these peaks correspond with theproportions of the labeled peptides. We have found that thismass range also has minimal contamination with backgroundlow-mass fragments produced from CID fragmentation of
peptides using either MALDI or ESI-based tandem massspectrometers.
The mass shift imposed by isotopic enrichment of eachsignature ion is balanced with isotopic enrichment at thecarbonyl component of the derivative, such that the totalmass of each of the four tags is identical. Thus any givenpeptide labeled with each of the four tags has the samenominal mass, an important characteristic that provides a
FIG. 1. A, diagram showing the components of the multiplexed isobaric tagging chemistry. The complete molecule consists of a reportergroup (based on N-methylpiperazine), a mass balance group (carbonyl), and a peptide-reactive group (NHS ester). The overall mass of reporterand balance components of the molecule are kept constant using differential isotopic enrichment with 13C, 15N, and 18O atoms (B), thusavoiding problems with chromatographic separation seen with enrichment involving deuterium substitution. The number and position ofenriched centers in the ring has no effect on chromatographic or MS behavior. The reporter group ranges in mass from m/z 114.1 to 117.1,while the balance group ranges in mass from 28 to 31 Da, such that the combined mass remains constant (145.1 Da) for each of the fourreagents. B, when reacted with a peptide, the tag forms an amide linkage to any peptide amine (N-terminal or ! amino group of lysine). Theseamide linkages fragment in a similar fashion to backbone peptide bonds when subjected to CID. Following fragmentation of the tag amidebond, however, the balance (carbonyl) moiety is lost (neutral loss), while charge is retained by the reporter group fragment. The numbers inparentheses indicate the number of enriched centers in each section of the molecule. C, illustration of the isotopic tagging used to arrive atfour isobaric combinations with four different reporter group masses. A mixture of four identical peptides each labeled with one member of themultiplex set appears as a single, unresolved precursor ion in MS (identical m/z). Following CID, the four reporter group ions appear as distinctmasses (114–117 Da). All other sequence-informative fragment ions (b-, y-, etc.) remain isobaric, and their individual ion current signals (signalintensities) are additive. This remains the case even for those tryptic peptides that are labeled at both the N terminus and lysine side chains,and those peptides containing internal lysine residues due to incomplete cleavage with trypsin. The relative concentration of the peptides isthus deduced from the relative intensities of the corresponding reporter ions. In contrast to ICAT and similar mass-difference labelingstrategies, quantitation is thus performed at the MS/MS stage rather than in MS.
Multiplexed Quantitation Using Isobaric Reagents
1156 Molecular & Cellular Proteomics 3.12
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then labeled with one of the four isotopically labeled tags, andthe derivatized digests combined in mixtures of varying pro-portions. The multiplex isobaric tags produce abundantMS/MS signature ions at m/z 114.1, 115.1, 116.1, and 117.1,and the relative areas of these peaks correspond with theproportions of the labeled peptides. We have found that thismass range also has minimal contamination with backgroundlow-mass fragments produced from CID fragmentation of
peptides using either MALDI or ESI-based tandem massspectrometers.
The mass shift imposed by isotopic enrichment of eachsignature ion is balanced with isotopic enrichment at thecarbonyl component of the derivative, such that the totalmass of each of the four tags is identical. Thus any givenpeptide labeled with each of the four tags has the samenominal mass, an important characteristic that provides a
FIG. 1. A, diagram showing the components of the multiplexed isobaric tagging chemistry. The complete molecule consists of a reportergroup (based on N-methylpiperazine), a mass balance group (carbonyl), and a peptide-reactive group (NHS ester). The overall mass of reporterand balance components of the molecule are kept constant using differential isotopic enrichment with 13C, 15N, and 18O atoms (B), thusavoiding problems with chromatographic separation seen with enrichment involving deuterium substitution. The number and position ofenriched centers in the ring has no effect on chromatographic or MS behavior. The reporter group ranges in mass from m/z 114.1 to 117.1,while the balance group ranges in mass from 28 to 31 Da, such that the combined mass remains constant (145.1 Da) for each of the fourreagents. B, when reacted with a peptide, the tag forms an amide linkage to any peptide amine (N-terminal or ! amino group of lysine). Theseamide linkages fragment in a similar fashion to backbone peptide bonds when subjected to CID. Following fragmentation of the tag amidebond, however, the balance (carbonyl) moiety is lost (neutral loss), while charge is retained by the reporter group fragment. The numbers inparentheses indicate the number of enriched centers in each section of the molecule. C, illustration of the isotopic tagging used to arrive atfour isobaric combinations with four different reporter group masses. A mixture of four identical peptides each labeled with one member of themultiplex set appears as a single, unresolved precursor ion in MS (identical m/z). Following CID, the four reporter group ions appear as distinctmasses (114–117 Da). All other sequence-informative fragment ions (b-, y-, etc.) remain isobaric, and their individual ion current signals (signalintensities) are additive. This remains the case even for those tryptic peptides that are labeled at both the N terminus and lysine side chains,and those peptides containing internal lysine residues due to incomplete cleavage with trypsin. The relative concentration of the peptides isthus deduced from the relative intensities of the corresponding reporter ions. In contrast to ICAT and similar mass-difference labelingstrategies, quantitation is thus performed at the MS/MS stage rather than in MS.
Multiplexed Quantitation Using Isobaric Reagents
1156 Molecular & Cellular Proteomics 3.12
sensitivity enhancement over mass-difference labeling. Withisobaric peptides, the MS ion current at a given peptide massis the sum of ion current from all samples in the mixture, sothere is no splitting of MS precursor signal and no increase inspectral complexity by combining two or more samples (Figs.1 and 2). The use of isobaric peptides circumvents the ambi-guity encountered when trying to identify differentially labeledpeptide pairs (e.g. with ICAT), a task which is further compli-cated by the fact that many such pairs will be separated inmass by more than one labeled residue. The sensitivity en-hancement is carried over into MS/MS spectra, because all ofthe peptide backbone fragments ions are also isobaric (Fig. 2).One potential drawback of this approach is that MS/MS spec-tra must be acquired, which requires more analysis time thanperforming result-dependent analysis only on differentially ex-
pressed peptide pairs in MS (e.g. with ICAT). We feel, how-ever, that the ability to identify more proteins with increasedconfidence and greater peptide coverage outweighs thisdisadvantage.
Strategies have been described that employ isobaric pep-tide derivatives (13). To date, reaction of these reagents withcomplex peptide mixtures has not been shown. The use of adiscreet, highly abundant, low-mass MS/MS signature ion asdescribed in this work provides an unambiguous coding sys-tem without introducing additional sources of complexity intothe mass spectrum. Finally, we use tags that generate abun-dant signature ions under MS/MS conditions optimal for pep-tide fragmentation.
The reagents described here contain N-methylpiperazine, amoderately strong base that conveys useful properties to the
FIG. 2. Example MS/MS spectrum of peptide TPHPALTEAK from a protein digest mixture prepared by labeling four separate digestswith each of the four isobaric reagents and combining the reaction mixtures in a 1:1:1:1 ratio. Components of the spectrum illustratedare (i) isotopic distribution of the precursor ([M!H]!, m/z 1352.84), (ii) low mass region showing the signature ions used for quantitation, (iii)isotopic distribution of the b6 fragment, and (iv) isotopic distribution of the y7 fragment ion. The peptide is labeled by isobaric tags at both theN terminus and C-terminal lysine side chain. The precursor ion and all the internal fragment ions (e.g. type b- and y-) therefore contain all fourmembers of the tag set, but remain isobaric. The example shown is the spectrum obtained from the singly charged [M!H]! peptide using a4700 MALDI TOF-TOF analyzer, but the same holds true for any multiply charged peptide analyzed with an ESI-source mass spectrometer.
Multiplexed Quantitation Using Isobaric Reagents
Molecular & Cellular Proteomics 3.12 1157
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MS1 quantitation (Label-free)
• Compare same peptide in different runs
• Need to align runs
• Computationally intensive
• Internal standards helps
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Spectral counting
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Spectral counting
• MSMS-based method
• Data is searched with Sequest or Mascot
• Count the number of hits per peptide
• Indirect assessment of abundance
• Robust for high abundance peptides
• Quantify the big trends in the data
• 2 orders of magnitude dynamic range
• Simple to do perform
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Quantification summary
technique software + -
ICATASAP ratio
Xpresssample enrichment only cystein peptides
18O - cheap small mass difference
SILAC ASAP ratio choice in aa target need to grow cells
iTRAQ LIBRA no interference most intense peaks
Label-free Corra wide dynamic rangesensitive to exp.
conditions
Spectral Counting
SequestMascot
cheap, easy, works on legacy data
limited dynamic range
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References
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Extra slides
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Fragment ions
[M+H]+
|<------------------------fragments ------------------------>|
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(pseudo)Molecular ions
[M+H]+
[M+H]+[M+H]+
[M+H]+
[M+H]+
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Types of scans
Kinter, M., Sherman, N.E., Protein Sequencing and identification using tandem Mass Spectrometry