Stable Isotope Labeling by Amino Acids in Cell Culture, SILAC, as a Simple and Accurate Approach to Expression Proteomics

Proteome Isobaric labeling Label-free Quantification
DOI: 10.1074/mcp.m200025-mcp200 Publication Date: 2003-04-02T21:49:56Z
ABSTRACT
Quantitative proteomics has traditionally been performed by two-dimensional gel electrophoresis, but recently, mass spectrometric methods based on stable isotope quantitation have shown great promise for the simultaneous and automated identification of complex protein mixtures. Here we describe a method, termed SILAC, labeling amino acids in cell culture, vivo incorporation specific into all mammalian proteins. Mammalian lines are grown media lacking standard essential acid supplemented with non-radioactive, isotopically labeled form that acid, this case deuterated leucine (Leu-d3). We find growth cells maintained these is no different from normal as evidenced morphology, doubling time, ability to differentiate. Complete Leu-d3 occurred after five doublings proteins studied. Protein populations experimental control samples mixed directly harvesting, straightforward every leucine-containing peptide incorporates either or Leu-d3. applied technique relative changes expression during process muscle differentiation. Proteins were found be up-regulated include glyceraldehyde-3-phosphate dehydrogenase, fibronectin, pyruvate kinase M2. SILAC simple, inexpensive, accurate procedure can used quantitative proteomic approach any culture system. Proteomics, large scale study complement tissue, its origins technology (2D) 1The abbreviations are: 2D, two-dimensional; ICAT, isotope-coded affinity tag; MS, spectrometry; MALDI-TOF, matrix-assisted laser desorption ionization time-of-flight; MS/MS, tandem MS; 1D, one-dimensional. electrophoresis invented more than 25 years ago (1.O’Farrell P.H. High resolution proteins.J. Biol. Chem. 1975; 250: 4007-4021Google Scholar, 2.Klose J. Kobalz U. Two-dimensional proteins: an updated protocol implications functional analysis genome.Electrophoresis. 1995; 16: 1034-1059Google Scholar). In 2D achieved recording differences staining pattern derived two states tissues. Therefore, addition obtaining increasingly higher resolution, improvements community directed toward image gels spots their intensity (3.Gorg A. Obermaier C. Boguth G. Harder Scheibe B. Wildgruber R. Weiss W. The current state immobilized pH gradients.Electrophoresis. 2000; 21: 1037-1053Google 4.Herbert B.R. Harry J.L. Packer N.H. Gooley A.A. Pedersen S.K. Williams K.L. What place polyacrylamide proteomics?.Trends Biotechnol. 2001; 19: 3-9Abstract Full Text PDF Google 5.Patton W.F. Beechem J.M. Rainbow’s end: quest multiplexed fluorescence proteomics.Curr. Opin. 2002; 6: 63-69Google 6.Zhou Li H. DeCamp D. Chen S. Shu Gong Y. Flaig M. Gillespie J.W. Hu N. Taylor P.R. Emmert-Buck M.R. Liotta L.A. Petricoin III, E.F. Zhao differential in-gel esophageal scans cancer-specific markers.Mol. Cell. Proteomics. 1: 117-124Google Mass spectrometry long manner small molecule field (7.Browne T.R. Van Langenhove Costello C.E. Biemann K. Greenblatt D.J. Kinetic equivalence stable-isotope-labeled unlabeled phenytoin.Clin. Pharmacol. Ther. 1981; 29: 511-515Google Pharmacological researchers, example, use analogs compound interest add known amount sample analysis. This because not per se varying detector response, yields substances, other factors. Observed peak ratios isotopic analogs, however, highly accurate, there chemical between species, they analyzed same experiment. One first uses labels was improved sequence assignment sequencing incorporating 18O atoms at C terminus (8.Shevchenko Chernushevich I. Standing K.G. Thompson Wilm Mann Rapid “de novo” combination nanoelectrospray, quadrupole/time-of-flight spectrometer.Rapid Commun. Spectrom. 1997; 11: 1015-1024Google 9.Schnolzer Jedrzejewski P. Lehmann W.D. Protease-catalyzed fragments application electrospray desorption/ionization spectrometry.Electrophoresis. 1996; 17: 945-953Google 10.Uttenweiler-Joseph Neubauer Christoforidis Zerial Automated de novo using scanning technique.Proteomics. 668-682Google had already chemistry subsequently interesting quantitation, well (11.Mirgorodskaya O.A. Kozmin Y.P. Titov M.I. Korner Sonksen C.P. Roepstorff Quantitation peptides (18)O-labeled internal standards.Rapid 14: 1226-1232Google 12.Yao X. Freas Ramirez Demirev P.A. Fenselau Proteolytic comparative proteomics: model studies serotypes adenovirus.Anal. 73: 2836-2842Google 13.Larsen Larsen P.M. Fey S.J. Characterization differently processed forms enolase 2 Saccharomyces cerevisiae 22: 566-575Google 14.Stewart I.I. Thomson T. Figeys labeling: tool proteomics.Rapid 15: 2456-2465Google Structural biologists often employ 15N media, which 14N replaced 15N, determine phase shifts NMR studies. Lahm Langen (15.Lahm H.W. spectrometry: separated gels.Electrophoresis. 2105-2114Google Scholar) Chait co-workers (16.Oda Huang Cross F.R. Cowburn B.T. Accurate site-specific phosphorylation.Proc. Natl. Acad. Sci. 1999; 96: 6591-6596Google 15N-substituted medium purpose quantifying microorganisms. former group MALDI quantify abundance bacterial proteins, whereas latter quantified phosphopeptide yeast. Although clearly showing power labeling, particular method employed limited wider applications; difficult expensive make systems, so generally microorganisms media. Additionally, degree necessarily 100%, numbers nitrogen acids, interpretation resulting spectra proven difficult. Smith (17.Veenstra T.D. Martinovic Anderson G.A. Pasa-Tolic L. R.D. Proteome selective acids.J. Am. Soc. 78-82Google fourier transform-ion cyclotron resonance (FTICR) measurements intact way number leucines could estimated, helped identity measured molecular weight 1999 Aebersold (18.Gygi S.P. Rist Gerber S.A. Turecek F. Gelb M.H. mixtures tags.Nat. 994-999Google introduced tag (ICAT) abundance. approach, reagent attached population. After digestion peptides, necessary step mainstream protocols, affinity-purified newly incorporated tag, thereby achieving simplification mixture time label. range problems such quantification microsomal differentiated versus undifferentiated HL-60 (19.Han D.K. Eng Zhou profiling differentiation-induced tags spectrometry.Nat. 946-951Google Limitations iteration ICAT principle, biotin cysteine reactive nonspecific binding streptavidin matrix multiple subsequent reactions site. recent methodology cysteines reacted solid beads, (20.Zhou Ranish J.A. Watts J.D. proteome solid-phase tagging 20: 512-515Google addresses many above limitations leads larger identifications cysteine-containing peptides. However, cross-linking beads via groups photo-releasing them afterward, may compromise low level A similar techniques recently proposed share requirement modification (21.Munchbach Quadroni Miotto James facilitated N-terminal fragmentation-directing moiety.Anal. 72: 4047-4057Google 22.Cagney Emili De mass-coded tagging.Nat. 163-170Google 23.Goodlett D.R. Keller Newitt Yi E.C. Purvine J.K. von Haller Kolker E. Differential derivation.Rapid 1214-1221Google Some strategies couple selection others decouple steps do (24.Regnier F.E. Riggs Zhang Xiong Liu Chakraborty Seeley Sioma R.A. Comparative selection.J. 37: 133-145Google For phosphorylated procedures targeting phosphogroup also (25.Oda Nagasu Enrichment probing phosphoproteome.Nat. 379-382Google 26.Zhou systematic phosphorylation.Nat. 375-378Google 27.Goshe M.B. Conrads T.P. Panisko E.A. Angell Veenstra Phosphoprotein isolating quantitating phosphopeptides proteome-wide analyses.Anal. 2578-2586Google report, strategy term (stable culture). Labeled, added deficient therefore synthesized, “encoded proteome.” No purification performed, compatible virtually conditions, including primary cells. show complete remain presence convenient inexpensive widely our laboratory. As mouse C2C12 differentiate myoblasts myotubes. differentiation involves broad levels one type another. Several process; most described previously requires living advantageous over whenever used. base medium, Eagle’s minimum (with Earle’s salts l-leucine, l-lysine, l-methionine) obtained Sigma (catalog M 7270). liquid reconstituted according manufacturer’s instructions. Briefly, powdered dissolved water, together 2.2 g/liter sodium bicarbonate, adjusted 7.4. l-lysine l-methionine prepared 1000× stock solutions phosphate-buffered saline give final concentration 72.5 15 mg/liter, respectively. filtered through 0.22-μm filter obtain sterile, only l-leucine. experiments, l-leucine deuterium-labeled l-leucine-5,5,5-D3, 99 atom % D (Isotec, Miamisburg, OH) 250× saline, sterile filtered, 52 mg/liter. NIH 3T3 mm l-glutamine 10% dialyzed fetal bovine serum plus antibiotics humidified atmosphere 5% CO2 air. Cell six divisions containing before start Undifferentiated (day 0) confluence (Leu-d0) myotube harvested course (days 0, 2, 5). To induce differentiation, Leu-d3-containing decreased 2%. Growth fresh days period 5 days. mixing fibroblasts washed twice remove then scraped lysis buffer 1% SDS, Nonidet P-40, 50 Tris, 7.5, 150 NaCl protease inhibitors (Complete™ tablets; Roche Diagnostics, Mannheim, Germany). lysate sonicated cycles 30 s each centrifuged pellet cellular debris. Bradford assay, lysates combined 1:1, 1:3, 1:10 (Leu-d0:Leu-d3). myoblasts, stages 5) above. determination Leu-d0- -d3-labeled following manner: Leu-d0 day 0 equal Leu-d3-labeled 5. resolved SDS-PAGE silver-stained visualize bands. Gel bands excised subjected reduction, alkylation, tryptic (28.Shevchenko Vorm O. gels.Anal. 68: 850-858Google 29.Pandey Andersen J.S. Use signaling pathways.Sci. STKE. 2000: PL1Google data Bruker Reflex III (Bruker Daltonics) Voyager DE-STR (Applied Biosystems) α-cyanohydroxycinnamic matrix. nanoelectrospray experiments (30.Wilm Shevchenko Houthaeve Breit Schweigerer Fotsis Femtomole nano-electrospray spectrometry.Nature. 379: 466-469Google Scholar), digests desalted concentrated microcolumn packed GELoader tips (31.Gobom Nordhoff Mirgorodskaya Ekman Sample preparation nano-scale reversed-phase columns sensitive spectrometry.J. 34: 105-116Google Peptides eluted 50% methanol formic nanospray needle, eluate MS MS/MS QSTAR Pulsar quadrupole time-of-flight spectrometer (ABI/MDS-Sciex, Toronto, Canada) equipped ion source (Protana Engineering A/S, Odense, Denmark). identified searching (32.Mann M.S. Error-tolerant databases tags.Anal. 1994; 66: 4390-4399Google fragment selected against non-redundant database regularly European Bioinformatics Institute (EBI; Hinxton, United Kingdom) PepSea software package (MDS Proteomics determining cases where distributions overlapped correction factor follows: identification, submitted web-based MS-Isotope, part ProteinProspector (prospector.ucsf.edu). lower pair subtracted full correct heights peptide. cannot synthesize “essential” must supplied free support growth. Isotopically synthesized available commercially. If analog instead natural it will chain. certain doublings, instance analog. difference should behave exactly like population acid. illustrated Fig. 1. treated way, induction cytokine stimulation, example. both harvested, label encoded protein, extracts directly. Purified preserve exact ratio synthesis taking place, scrambling take level. ways non-quantitative proteomics. takes spectrum spectrum, (such ICAT). It important note absence implies sensitivity throughput methods. 1 contrasts perhaps established representative spectrometry. seen figure, need reduced alkylated mixing, maintain comparable fractionation steps. Furthermore, perform very amounts sample, non-cysteine-containing sometimes bound avidin column. Finally, extensive fractionation, purifications needs single further (using leucine) differentially half somewhat 20%. calculation leucine, respectively, average length 14 sequenced Conversely, achieves some decrease complexity does change abundances digest. Because reduction residues, unable detect all. Fragmentation patterns influenced (see below). made commercially specifically, methionine, lysine, importantly purposes, leucine. Our goal replenish exception would deuterium (l-leucine-5,5,5-D3; Leu-d3). chose abundant allows distinction isoleucine readily available. Other used, well. require serum-containing optimal growth, present taken up circumvent issue, contain detectable acids. illustrate importance this, grew calf serum. shows incorporate whose undialyzed Without possible. here, minimal formulation Extra costs incurred compared non-isotopic related mainly fraction cost specialized handling beyond applicable variety systems tested successfully several human cervical carcinoma line (HeLa), Chinese hamster ovary epitheloid (CHO-K1), African green monkey kidney fibroblastic (COS-7), rat pheochromocytoma suspension (PC12) d3-labeled (data shown), demonstrating general applicability culture-based experiment establish required fully lengths time. 3, 12 h observed later points corresponds approximately indicating rapidly adapted quantitate levels. noted reach even those half-lives still ∼97% (1–0.55) growing new fill complement. able identify MALDI-TOF fingerprinting, MS/MS. instances analyzed, characteristic doublets clusters spectra. From spectra, confirm actual -d3 comparing species. Using 4B, fragmentation help matched pairs. gave increased confidence when matching (i.e. putatively residue masses shifted 3 Da, residues corresponding amount). possible MALDI. one-dimensional SDS-PAGE, additional peaks arising states, complicated fingerprinting. such, did majority analyses largely identical except shift residue. These lend specificity tags. principle previous work led doublet greatly helps information. volumes Lysates consistent (β-actin A-X α-enolase). 4A gives examples 1:3; expected ratios. reverse shown). With overlap “Experimental Procedures”), again. instances, observe errors -fold greater 6×). believe function 1D band provide separation. Peptide separation chromatography problem. address problem tried compare intensities ions samples. 1:10. Table identical, complicating features label.Table 1Quantitation fragmentsIonPeptide labelm/zIntensityObserved ratiob2Leu-d0171.112710.0Leu-d3171.11264y5Leu-d0568.32439.1Leu-d3571.32221y6Leu-d0639.411711.1Leu-d3642.41297y10Leu-d01095.61910.8Leu-d31104.6206 Open table tab test whether involved processes abundance, murine vitro system (33.Galbiati Volonte Engelman Scherer P.E. Lisanti M.P. Targeted down-regulation caveolin-3 sufficient inhibit formation differentiating myoblasts. Transient activation p38 mitogen-activated formation.J. 274: 30315-30321Google 34.Odelberg Kollhoff Keating M.T. Dedifferentiation myotubes induced msx1.Cell. 103: 1099-1109Google 35.Jehn B.M. Dittert Beyer Der Mark Bielke c-Cbl ubiquitin-dependent lysosomal degradation membrane-associated Notch1.J. 277: 8033-8040Google extensively studied, myogenesis understood completely. conversion characterized three major steps, withdrawing progenitor cycle, muscle-specific genes, fusion leading multinuclear (36.Dominov Dunn J.J. Miller J.B. Bcl-2 identifies early stage promotes clonal expansion cells.J. 1998; 142: 537-544Google 5A light microscopy pictures dramatic morphologic undergo cultured mitogens. levels, uninduced set allowed expressed above, accompanied substantial alterations shape, extracellular components, intracellular nuclear factors 37.Melo Carey Brandan Extracellular skeletal myogenin expression.J. Biochem. 62: 227-239Google demonstrate concept analysis, Coomassie- 5B). expected, traces total contained few distinct features. Five regions lane Leu-d0/Leu-d3 separate lanes unmixed points. nine protein. species cases, strove sets interfering peaks. if Procedures”). represented histograms 6. Not surprisingly, glucose metabolism-related enzymes 0. dehydrogenase ∼4-fold. M2 isozyme nearly 2-fold, correlates observation M1 isozymes tissues (38.Kawachi Tanaka Tsuji Dendritic presenting M1/M2 allergic myositis BALB/c mice.J. Neuroimmunol. 117: 108-115Google synthesis-related ribosomal 2.5-fold, again accordance process. Levels components myogenesis, up-regulated. fibronectin (37.Melo 39.Serini Bochaton-Piallat M.L. Ropraz Geinoz Borsi Zardi Gabbiani domain ED-A crucial myofibroblastic phenotype transforming factor-β1.J. 873-881Google 6 annexin II essentially constant thus serving effective control. equipment laboratories today adopted research facilities. demonstrated here compatibility spectrometry, throughputs afforded approaches enhance utility method.
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