Quantitative analysis of complex protein mixtures using isotope-coded affinity tags
Abstract
We describe an approach for the accurate quantification and concurrent sequence identification of the individual proteins within complex mixtures. The method is based on a class of new chemical reagents termed isotope-coded affinity tags (ICATs) and tandem mass spectrometry. Using this strategy, we compared protein expression in the yeast Saccharomyces cerevisiae, using either ethanol or galactose as a carbon source. The measured differences in protein expression correlated with known yeast metabolic function under glucose-repressed conditions. The method is redundant if multiple cysteinyl residues are present, and the relative quantification is highly accurate because it is based on stable isotope dilution techniques. The ICAT approach should provide a widely applicable means to compare quantitatively global protein expression in cells and tissues.
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Chemical labeling is in principle universally applicable, but because labels are introduced later in sample processing, some robustness advantages are lost.
“Chemical labeling (39–41) is in principle universally applicable, but because the labels are introduced later in the sample processing, some of the advantages in robustness are lost.”
From Accurate proteome-wide label-free quantification by delayed normalization and maximal peptide ratio extraction, termed MaxLFQ (2014) · cites this paper as [39]
Cites
Eng, J. K., McCormack, A. L., & Yates, J. R. (1994) · Journal of the American Society for Mass Spectrometry · doi:10.1016/1044-0305(94)80016-2 · Cited by 6,484 · see citing works
Exploring the metabolic and genetic control of gene expression on a genomic scale.
Derisi, J., Iyer, V., & Brown, P. (1997) · Science · doi:10.1126/science.278.5338.680 · Cited by 4,832 · see citing works
Correlation between Protein and mRNA Abundance in Yeast
Gygi, S. P., Rochon, Y., Franza, B. R., & Aebersold, R. (1999) · Molecular and Cellular Biology · doi:10.1128/mcb.19.3.1720 · Cited by 3,819 · see citing works
Direct analysis of protein complexes using mass spectrometry
Link, A. J., Eng, J. K., Schieltz, D. M., Carmack, E., Mize, G. J., Morris, D. R., Garvik, B. M., & Yates, J. R. (1999) · Nature Biotechnology · doi:10.1038/10890 · Cited by 2,218 · see citing works
Error-Tolerant Identification of Peptides in Sequence Databases by Peptide Sequence Tags
Mann, M., & Wilm, M. S. (1994) · Analytical Chemistry · doi:10.1021/ac00096a002 · Cited by 1,473 · see citing works
Shevchenko, A., Jensen, O. N., Podtelejnikov, A. V., Sagliocco, F. A., Wilm, M. S., Vorm, O., Mortensen, P. M., Shevchenko, A., Boucherie, H., & Mann, M. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.25.14440 · Cited by 1,429 · see citing works
Accurate quantitation of protein expression and site-specific phosphorylation.
Oda, Y., Huang, K., Cross, F., Cowburn, D., & Chait, B. (1999) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.96.12.6591 · Cited by 1,011 · see citing works
Characterization of the Yeast Transcriptome
Velculescu, V. E., Zhang, L., Zhou, W., Vogelstein, R. J., Basrai, M. A., Bassett, D. E., Hieter, P., Vogelstein, B., & Kinzler, K. W. (1997) · Cell · doi:10.1016/s0092-8674(00)81845-0 · Cited by 973 · see citing works
Roth, F. P., Hughes, J. D., Estep, P. W., & Church, G. M. (1998) · Nature Biotechnology · doi:10.1038/nbt1098-939 · Cited by 939 · see citing works
Ronne, H. (1995) · Trends in Genetics · doi:10.1016/s0168-9525(00)88980-5 · Cited by 460 · see citing works
Sechi, S., & Chait, B. T. (1998) · Analytical Chemistry · doi:10.1021/ac9806005 · Cited by 409 · see citing works
Comprehensive on-line LC/LC/MS of proteins.
Opiteck, G., Lewis, K. C., Jorgenson, J. W., & Anderegg, R. (1997) · Analytical Chemistry · doi:10.1021/ac961155l · Cited by 277 · see citing works
Hodges, P. E., McKee, A. H. Z., Davis, B. P., et al. (1999) · Nucleic Acids Research · doi:10.1093/nar/27.1.69 · Cited by 215 · see citing works
Clauser, K. R., Hall, S. C., Smith, D. M., et al. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.11.5072 · Cited by 205 · see citing works
Identifying the major proteome components of Haemophilus influenzae type‐strain NCTC 8143
Link, A. J., Hays, L. G., Carmack, E., & Yates, J. R. (1997) · Electrophoresis · doi:10.1002/elps.1150180808 · Cited by 168 · see citing works
Garrels, J. I., McLaughlin, C. S., Warner, J. R., et al. (1997) · Electrophoresis · doi:10.1002/elps.1150180810 · Cited by 139 · see citing works
OWL--a non-redundant composite protein sequence database.
Bleasby, A. J., Akrigg, D., & Attwood, T. K. (1994) · PubMed · Cited by 131 · see citing works
Leenheer, A. P. D., & Thienpont, L. M. (1992) · Mass Spectrometry Reviews · doi:10.1002/mas.1280110402 · Cited by 111 · see citing works
Two‐dimensional gel protein database of Saccharomyces cerevisiae
Boucherie, H., Sagliocco, F. A., Joubert, R., Maillet, I., Labarre, J., & Perrot, M. (1996) · Electrophoresis · doi:10.1002/elps.1150171106 · Cited by 100 · see citing works
A Strategy for Rapid, High-Confidence Protein Identification
Qin, J., Fenyö, D., Zhao, Y., Hall, W. W., Chao, D. M., Wilson, C. J., Young, R. A., & Chait, B. T. (1997) · Analytical Chemistry · doi:10.1021/ac970488v · Cited by 90 · see citing works
The measurement of ubiquitin and ubiquitinated proteins
Mimnaugh, E. G., Bonvini, P., & Neckers, L. (1999) · Electrophoresis · doi:10.1002/(sici)1522-2683(19990201)20:2 · Cited by 87 · see citing works
Figeys, D., Gygi, S. P., Zhang, Y., et al. (1998) · Electrophoresis · doi:10.1002/elps.1150191045 · Cited by 74 · see citing works
Analysis of Rates of Multiple Enzymes in Cell Lysates by Electrospray Ionization Mass Spectrometry
Gerber, S. A., Scott, C. R., Tureček, F., & Gelb, M. H. (1999) · Journal of the American Chemical Society · doi:10.1021/ja982878k · Cited by 38 · see citing works
Flagged first, then by citations
1 of the 24 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Johnston, M. & Carlson, M. in The molecular and cellular biology of the yeast Saccharomyces. (eds Jones, E.W., Pringle, J.R. & Broach, J.R.) 193–281 (Cold Spring Harbor Press, New York City; 1992).
Cited by
Sorted by citations
Cytoscape: A software Environment for integrated models of biomolecular interaction networks
Shannon, P., Markiel, A., Ozier, O., Baliga, N. S., Wang, J. T., Ramage, D., Amin, N., Schwikowski, B., & Ideker, T. (2003) · Genome Research · doi:10.1101/gr.1239303 · Cited by 51,888 · see citing works
Mass spectrometry-based proteomics
Aebersold, R., & Mann, M. (2003) · Nature · doi:10.1038/nature01511 · Cited by 6,955 · see citing works
Ong, S.-E., Blagoev, B., Kratchmarova, I., Kristensen, D. B., Steen, H., Pandey, A., & Mann, M. (2002) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m200025-mcp200 · Cited by 5,574 · see citing works
Cox, J., Hein, M. Y., Luber, C. A., Paron, I., Nagaraj, N., & Mann, M. (2014) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m113.031591 · Cited by 5,180 · see citing works
Large-scale analysis of the yeast proteome by multidimensional protein identification technology
Washburn, M. P., Wolters, D. A., & Yates, J. R. (2001) · Nature Biotechnology · doi:10.1038/85686 · Cited by 4,759 · see citing works
Ross, P. L., Huang, Y. N., Marchese, J. N., Williamson, B., Parker, K., Hattan, S., Khainovski, N., Pillai, S., Dey, S., Daniels, S., et al. (2004) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m400129-mcp200 · Cited by 4,401 · see citing works
“The ICAT quantitative labeling strategy ( 3 , 4) is perhaps the best-characterized method for relative protein quantitation using MS. Other elegant approaches use cell-culture enrichment with a stable isotope-labeled amino acid, including arginine (5), lysine (6), tyrosine (7), and leucine (8), for in vivo incorporati…”
MethodAnderson, N. L., & Anderson, N. G. (2002) · Molecular & Cellular Proteomics · doi:10.1074/mcp.r200007-mcp200 · Cited by 4,414 · see citing works
On the Dependency of Cellular Protein Levels on mRNA Abundance
Liu, Y., Beyer, A., & Aebersold, R. (2016) · Cell · doi:10.1016/j.cell.2016.03.014 · Cited by 3,221 · see citing works
Proteomics to study genes and genomes
Pandey, A., & Mann, M. (2000) · Nature · doi:10.1038/35015709 · Cited by 2,373 · see citing works
“As an alternative, Aebersold and colleagues introduced an isotopic non-radioactive label on cysteines after cell lysis before quantifying the samples by mass spectrometr”
Mass Spectrometry and Protein Analysis
Domon, B., & Aebersold, R. H. (2006) · Science · doi:10.1126/science.1124619 · Cited by 2,188 · see citing works
Proteomic analysis of post-translational modifications
Mann, M., & Jensen, O. N. (2003) · Nature Biotechnology · doi:10.1038/nbt0303-255 · Cited by 2,136 · see citing works
Metabolite profiling for plant functional genomics
Fiehn, O., Kopka, J., Dörmann, P., Altmann, T., Trethewey, R. N., & Willmitzer, L. (2000) · Nature Biotechnology · doi:10.1038/81137 · Cited by 2,129 · see citing works
“This is at least as accurate as comparable functional genomic methods at the protein leve”
BackgroundIshihama, Y., Oda, Y., Tabata, T., Sato, T., Nagasu, T., Rappsilber, J., & Mann, M. (2005) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m500061-mcp200 · Cited by 2,055 · see citing works
Integrated Genomic and Proteomic Analyses of a Systematically Perturbed Metabolic Network
Ideker, T., Thorsson, V., Ranish, J. A., Christmas, R., Buhler, J., Eng, J. K., Bumgarner, R., Goodlett, D. R., Aebersold, R., & Hood, L. (2001) · Science · doi:10.1126/science.292.5518.929 · Cited by 2,050 · see citing works
Genomics, gene expression and DNA arrays
Lockhart, D. J., & Winzeler, E. A. (2000) · Nature · doi:10.1038/35015701 · Cited by 2,055 · see citing works
“These include western blots, two-dimensional gels, methods based on protein or peptide chromatographic separation and mass spectrometric detectio”
MethodCorrelation of mRNA and protein in complex biological samples
Maier, T., Güell, M., & Serrano, L. (2009) · FEBS Letters · doi:10.1016/j.febslet.2009.10.036 · Cited by 1,802 · see citing works
“Stable isotope labeling of peptides can be achieved either by metabolic labeling of intact proteins during cell culture (e.g. SILAC [25]) or by chemical labeling of peptides after tryptic digestion (e.g. ICAT, iTRAQ [26,27]).”
Current two‐dimensional electrophoresis technology for proteomics
Görg, A., Weiss, W., & Dunn, M. J. (2004) · PROTEOMICS · doi:10.1002/pmic.200401031 · Cited by 1,823 · see citing works
Absolute quantification of proteins and phosphoproteins from cell lysates by tandem MS
Gerber, S. A., Rush, J., Stemman, O., Kirschner, M. W., & Gygi, S. P. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0832254100 · Cited by 1,733 · see citing works
A N <scp>EW</scp> A <scp>PPROACH TO</scp> D <scp>ECODING</scp> L <scp>IFE</scp> : Systems Biology
Ideker, T., Galitski, T., & Hood, L. (2001) · Annual Review of Genomics and Human Genetics · doi:10.1146/annurev.genom.2.1.343 · Cited by 1,664 · see citing works
“Using a procedure based on isotope coded affinity tags (ICAT) and tandem mass spectrometry (59), we detected a total of 289 proteins and quantified their expression-level changes between these two conditions.”
MethodQuantitative mass spectrometry in proteomics: a critical review
Bantscheff, M., Schirle, M., Sweetman, G. M. A., Rick, J. M., & Küster, B. (2007) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-007-1486-6 · Cited by 1,659 · see citing works
A proteomics approach to understanding protein ubiquitination
Peng, J., Schwartz, D., Elias, J. E., Thoreen, C. C., Cheng, D., Marsischky, G., Roelofs, J., Finley, D. J., & Gygi, S. P. (2003) · Nature Biotechnology · doi:10.1038/nbt849 · Cited by 1,601 · see citing works
Absolute Quantification of Proteins by LCMSE
Silva, J. C., Gorenstein, M. V., Li, G.-Z., Vissers, J. P. C., & Geromanos, S. J. (2006) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m500230-mcp200 · Cited by 1,529 · see citing works
Mass spectrometry–based proteomics turns quantitative
Ong, S.-E., & Mann, M. (2005) · Nature Chemical Biology · doi:10.1038/nchembio736 · Cited by 1,572 · see citing works
Protein Analysis by Shotgun/Bottom-up Proteomics
Zhang, Y., Fonslow, B. R., Shan, B., Baek, M.-C., & Yates, J. R. (2013) · Chemical Reviews · doi:10.1021/cr3003533 · Cited by 1,491 · see citing works
Selected reaction monitoring for quantitative proteomics: a tutorial
Lange, V., Picotti, P., Domon, B., & Aebersold, R. H. (2008) · Molecular Systems Biology · doi:10.1038/msb.2008.61 · Cited by 1,396 · see citing works
“Most labelling approaches applicable for quantitative shotgun proteomics, including ICAT (Gygi et al, 1999), SILAC (Ong et al, 2002), ICPL (Schmidt et al, 2005) and others (Ong and Mann, 2005) can similarly be used for SRM-based quantitative experiments if they introduce a sufficiently large mass…”
MethodZhang, H., Li, X., Martin, D. B., & Aebersold, R. H. (2003) · Nature Biotechnology · doi:10.1038/nbt827 · Cited by 1,389 · see citing works
Tabb, D. L., McDonald, W. H., & Yates, J. R. (2002) · Journal of Proteome Research · doi:10.1021/pr015504q · Cited by 1,369 · see citing works
Evaluation of two-dimensional gel electrophoresis-based proteome analysis technology
Gygi, S. P., Corthals, G. L., Zhang, Y., Rochon, Y. P., & Aebersold, R. H. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.160270797 · Cited by 1,311 · see citing works
Selected reaction monitoring–based proteomics: workflows, potential, pitfalls and future directions
Picotti, P., & Aebersold, R. (2012) · Nature Methods · doi:10.1038/nmeth.2015 · Cited by 1,302 · see citing works
Self-citationGlobal signatures of protein and mRNA expression levels
de Sousa Abreu, R., Penalva, L. O., Marcotte, E. M., & Vogel, C. (2009) · Molecular BioSystems · doi:10.1039/b908315d · Cited by 1,248 · see citing works
Activity-Based Protein Profiling: From Enzyme Chemistry to Proteomic Chemistry
Cravatt, B. F., Wright, A. T., & Kozarich, J. W. (2008) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.75.101304.124125 · Cited by 1,270 · see citing works
Mass spectrometry in proteomics.
Aebersold, R., & Goodlett, D. (2001) · Chemical Reviews · doi:10.1021/cr990076h · Cited by 1,378 · see citing works
Analysis of Proteins and Proteomes by Mass Spectrometry
Mann, M., Hendrickson, R. C., & Pandey, A. (2001) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.70.1.437 · Cited by 1,219 · see citing works
Validating matrix metalloproteinases as drug targets and anti-targets for cancer therapy
Overall, C. M., & Kleifeld, O. (2006) · Nature reviews. Cancer · doi:10.1038/nrc1821 · Cited by 1,212 · see citing works
Comparison of Label-free Methods for Quantifying Human Proteins by Shotgun Proteomics
Old, W. M., Meyer-Arendt, K., Aveline-Wolf, L. D., Pierce, K. G., Mendoza, A. M., Sevinsky, J. R., Resing, K. A., & Ahn, N. G. (2005) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m500084-mcp200 · Cited by 1,206 · see citing works
The abc's (and xyz's) of peptide sequencing
Steen, H., & Mann, M. (2004) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm1468 · Cited by 1,139 · see citing works
Lu, P., Vogel, C., Wang, R., Yao, X., & Marcotte, E. M. (2007) · Nature Biotechnology · doi:10.1038/nbt1270 · Cited by 1,139 · see citing works
Target identification and mechanism of action in chemical biology and drug discovery
Schenone, M., Dančík, V., Wagner, B. K., & Clemons, P. A. (2013) · Nature Chemical Biology · doi:10.1038/nchembio.1199 · Cited by 1,107 · see citing works
Proteomics by Mass Spectrometry: Approaches, Advances, and Applications
Yates, J. R., Ruse, C. I., & Nakorchevsky, A. (2009) · Annual Review of Biomedical Engineering · doi:10.1146/annurev-bioeng-061008-124934 · Cited by 1,078 · see citing works
“Examples of chemical derivatization techniques for quantitative proteomics include isotope-coded affinity tags (ICAT), used for the labeling of free cysteine (148), and isobaric tags for relative and absolute quantification (iTRAQ), used for the labeling of free amines (170).”
BackgroundMethodInfluentialInterpretation of Shotgun Proteomic Data
Nesvizhskii, A. I., & Aebersold, R. (2005) · Molecular & Cellular Proteomics · doi:10.1074/mcp.r500012-mcp200 · Cited by 1,025 · see citing works
“cysteine-containing peptides in quantitative proteomic experiments based on ICAT reagents (3).”
MethodAnderson, N. L., Polanski, M., Pieper, R., Gatlin, T., Tirumalai, R. S., Conrads, T. P., Veenstra, T. D., Adkins, J., Pounds, J. G., Fagan, R. J., et al. (2004) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m300127-mcp200 · Cited by 1,004 · see citing works
Functional and quantitative proteomics using SILAC
Mann, M. (2006) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2067 · Cited by 931 · see citing works
Edwards, J. S., Ibarra, R. U., & Palsson, B. Ø. (2001) · Nature Biotechnology · doi:10.1038/84379 · Cited by 941 · see citing works
Combining genomics, metabolome analysis, and biochemical modelling to understand metabolic networks
Fiehn, O. (2001) · Comparative and Functional Genomics · doi:10.1002/cfg.82 · Cited by 933 · see citing works
“Quantification of protein abundances can be performed using isotope coded affinity tags with precisions as accurate as 12% relative standard deviations [39], but to date, this technique has not been utilized for proteomic studies that go beyond one-to-one comparative experiments.”
MethodProteomic applications for the early detection of cancer
Wulfkuhle, J. D., Liotta, L. A., & Petricoin, E. F. (2003) · Nature reviews. Cancer · doi:10.1038/nrc1043 · Cited by 902 · see citing works
Analysis of protein phosphorylation using mass spectrometry: deciphering the phosphoproteome
Mann, M., Ong, S. E., Grønborg, M., Steen, H., Jensen, O. N., & Pandey, A. (2002) · Trends in biotechnology · doi:10.1016/s0167-7799(02)01944-3 · Cited by 901 · see citing works
Han, D. K. M., Eng, J. K., Zhou, H., & Aebersold, R. H. (2001) · Nature Biotechnology · doi:10.1038/nbt1001-946 · Cited by 876 · see citing works
Zinc transporters and the cellular trafficking of zinc
Eide, D. J. (2006) · Biochimica et Biophysica Acta (BBA) - Molecular Cell Research · doi:10.1016/j.bbamcr.2006.03.005 · Cited by 874 · see citing works
Dieterich, D. C., Link, A. J., Graumann, J., Tirrell, D. A., & Schuman, E. M. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601637103 · Cited by 874 · see citing works
Metabolite profiling: from diagnostics to systems biology
Fernie, A. R., Trethewey, R. N., Krotzky, A. J., & Willmitzer, L. (2004) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm1451 · Cited by 847 · see citing works
Deuterium‐ and Tritium‐Labelled Compounds: Applications in the Life Sciences
Atzrodt, J., Derdau, V., Kerr, W. J., & Reid, M. (2017) · Angewandte Chemie International Edition · doi:10.1002/anie.201704146 · Cited by 808 · see citing works
Protein labeling by iTRAQ: A new tool for quantitative mass spectrometry in proteome research
Wiese, S., Reidegeld, K. A., Meyer, H. E., & Warscheid, B. (2006) · PROTEOMICS · doi:10.1002/pmic.200600422 · Cited by 803 · see citing works
Automated approach for quantitative analysis of complex peptide mixtures from tandem mass spectra
Venable, J. D., Dong, M., Wohlschlegel, J. A., Dillin, A. G., & Yates, J. R. (2004) · Nature Methods · doi:10.1038/nmeth705 · Cited by 798 · see citing works
Ideker, T. E., & Krogan, N. J. (2012) · Molecular Systems Biology · doi:10.1038/msb.2011.99 · Cited by 784 · see citing works
“…levels or protein post-translational modifications under different conditions or species has provided unique insight into the regulation of the cell (Gygi et al , 1999; Ong et al , 2002; Aebersold and Mann, 2003; Linding et al , 2007; Beltrao et al , 2009; Holt et al , 2009; Tan et al , 2009).”
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“All operations were carried out using standard protocols as described in ref”
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Tian, Q., Stepaniants, S., Mao, M., Weng, L., Feetham, M. C., Doyle, M. J., Yi, E. C., Dai, H. A., Thórsson, V., Eng, J. K., et al. (2004) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m400055-mcp200 · Cited by 778 · see citing works
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López-Otı́n, C., & Overall, C. M. (2002) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm858 · Cited by 748 · see citing works
Proteomics: the first decade and beyond
Patterson, S. D., & Aebersold, R. H. (2003) · Nature Genetics · doi:10.1038/ng1106 · Cited by 745 · see citing works
Mass spectrometry for proteomics
Han, X., Aslanian, A., & Yates, J. R. (2008) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2008.07.024 · Cited by 743 · see citing works
“Improving on the use of isotope-coded affinity tags (ICAT) [51], isobaric mass tags are all the same mass and it is only upon fragmentation that the different mass tags are observed [52].”
BackgroundSubcellular localization of the yeast proteomePreprint
Kumar, A., Agarwal, S., Heyman, J. A., Matson, S., Heidtman, M. I., Piccirillo, S., Umansky, L., Drawid, A., Jansen, R., Liu, Y., et al. (2002) · Genes & Development · doi:10.1101/gad.970902 · Cited by 737 · see citing works
“Chromatography-coupled mass spectrometry (Gygi et al. 1999; Washburn et al. 2001), large-scale two-hybrid screens (Uetz et al.”
MethodKovářová, H., Halada, P., Man, P., Golovliov, I. R., Kročová, Z., Špaček, J., Porkertová, S., & Nečasová, R. (2002) · PROTEOMICS · doi:10.1002/1615-9861(200201)2:1 · Cited by 31 · see citing works
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Zhou, H., Watts, J. D., & Aebersold, R. H. (2001) · Nature Biotechnology · doi:10.1038/86777 · Cited by 714 · see citing works
Analysis of protein complexes using mass spectrometry
Gingras, A., Gstaiger, M., Raught, B., & Aebersold, R. H. (2007) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2208 · Cited by 709 · see citing works
Less label, more free: Approaches in label‐free quantitative mass spectrometry
Neilson, K. A., Ali, N., Muralidharan, S., Mirzaei, M., Mariani, M., Assadourian, G., Lee, A., Sluyter, S. C. V., & Haynes, P. A. (2011) · PROTEOMICS · doi:10.1002/pmic.201000553 · Cited by 701 · see citing works
The biological impact of mass-spectrometry-based proteomics
Cravatt, B. F., Simon, G. M., & Yates, J. R. (2007) · Nature · doi:10.1038/nature06525 · Cited by 705 · see citing works
“They then used isotope-coded affinity tagging (ICAT) in conjunction with LC–MS/M”
MethodA uniform proteomics MS/MS analysis platform utilizing open XML file formats
Keller, A., Eng, J. K., Zhang, N., Li, X., & Aebersold, R. H. (2005) · Molecular Systems Biology · doi:10.1038/msb4100024 · Cited by 692 · see citing works
Molecular Biologist's Guide to Proteomics
Graves, P. R., & Haystead, T. (2002) · Microbiology and Molecular Biology Reviews · doi:10.1128/mmbr.66.1.39-63.2002 · Cited by 691 · see citing works
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MethodDefinitions of terms relating to mass spectrometry (IUPAC Recommendations 2013)
Murray, K. K., Boyd, R. K., Eberlin, M. N., Langley, G. J., Li, L., & Naito, Y. (2013) · Pure and Applied Chemistry · doi:10.1351/pac-rec-06-04-06 · Cited by 687 · see citing works
Temporal analysis of phosphotyrosine-dependent signaling networks by quantitative proteomics
Blagoev, B., Ong, S., Kratchmarova, I., & Mann, M. (2004) · Nature Biotechnology · doi:10.1038/nbt1005 · Cited by 684 · see citing works
Keshishian, H., Addona, T. A., Burgess, M. W., Kuhn, E. W., & Carr, S. A. (2007) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m700354-mcp200 · Cited by 684 · see citing works
Chemical derivatization and mass spectral libraries in metabolic profiling by GC/MS and LC/MS/MS
Halket, J. M., Waterman, D., Przyborowska, A. M., Patel, R. K. P., Fraser, P. D., & Bramley, P. M. (2004) · Journal of Experimental Botany · doi:10.1093/jxb/eri069 · Cited by 664 · see citing works
“The application of stable-isotope-labelled derivatives (Gygi et al., 1999) is having an enormous impact on protein analysis (isotope coded affinity tags, ICAT), a clear indication of the potential utility of chemical derivatization (tagging) in API MS. LC/MS: chromatographic retention data The use…”
BackgroundGriffin, T. J., Gygi, S. P., Ideker, T. E., Rist, B., Eng, J. K., Hood, L., & Aebersold, R. H. (2002) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m200001-mcp200 · Cited by 663 · see citing works
“In an earlier study we used similar metabolic perturbation in yeast to demonstrate the ability of the ICAT reagent method to identify and quantify proteins in complex mixtures ( 25 ).”
BackgroundMethodInfluentialIncreasing the Multiplexing Capacity of TMTs Using Reporter Ion Isotopologues with Isobaric Masses
McAlister, G. C., Huttlin, E. L., Haas, W., Ting, L., Jedrychowski, M. P., Rogers, J. C., Kuhn, K., Pike, I., Grothe, R. A., Blethrow, J. D., et al. (2012) · Analytical Chemistry · doi:10.1021/ac301572t · Cited by 605 · see citing works
A method for the comprehensive proteomic analysis of membrane proteins
Wu, C. C., MacCoss, M. J., Howell, K. E., & Yates, J. R. (2003) · Nature Biotechnology · doi:10.1038/nbt819 · Cited by 651 · see citing works
Proteomics: the move to mixtures
Peng, J., & Gygi, S. P. (2001) · Journal of Mass Spectrometry · doi:10.1002/jms.229 · Cited by 648 · see citing works
The dynamic range of protein expression: A challenge for proteomic research
Corthals, G. L., Wasinger, V. C., Hochstrasser, D. F., & Sanchez, J. (2000) · Electrophoresis · doi:10.1002/(sici)1522-2683(20000401)21:6 · Cited by 615 · see citing works
Panel), E. P. O. G. M. O. (. (2010) · EFSA Journal · doi:10.2903/j.efsa.2010.1700 · Cited by 610 · see citing works
Isobaric Labeling-Based Relative Quantification in Shotgun Proteomics
Rauniyar, N., & Yates, J. R. (2014) · Journal of Proteome Research · doi:10.1021/pr500880b · Cited by 597 · see citing works
Gevaert, K., Goethals, M., Martens, L., Damme, J. V., Staes, A., Thomas, G. R., & Vandekerckhove, J. S. (2003) · Nature Biotechnology · doi:10.1038/nbt810 · Cited by 594 · see citing works
“(2) Then, all free amines (α- and ε-amines) are acetylated (indicated by filled diamonds) and the proteins are digested with trypsin (3), which will now only cleave C-terminal to arginine residues.”
BackgroundShotgun identification of protein modifications from protein complexes and lens tissue
MacCoss, M. J., McDonald, W. H., Saraf, A., Sadygov, R. G., Clark, J., Tasto, J. J., Gould, K. L., Wolters, D. A., Washburn, M. P., Weiss, A., et al. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.122231399 · Cited by 593 · see citing works
Target profiling of small molecules by chemical proteomics
Rix, U., & Superti‐Furga, G. (2008) · Nature Chemical Biology · doi:10.1038/nchembio.216 · Cited by 573 · see citing works
Wu, W. W., Wang, G., Baek, S. J., & Shen, R. (2006) · Journal of Proteome Research · doi:10.1021/pr050405o · Cited by 576 · see citing works
Mechanism-Based Profiling of Enzyme Families
Evans, M. J., & Cravatt, B. F. (2006) · Chemical Reviews · doi:10.1021/cr050288g · Cited by 568 · see citing works
Rodrı́guez, D., Morrison, C., & Overall, C. M. (2009) · Biochimica et Biophysica Acta (BBA) - Molecular Cell Research · doi:10.1016/j.bbamcr.2009.09.015 · Cited by 560 · see citing works
“These came with the development of quantitative mass-spectrometry (MS) based proteomic techniques such as isotope-coded af fi nity tag (ICAT) labeling [52].”
Kirkpatrick, D. S., Gerber, S. A., & Gygi, S. P. (2005) · Methods · doi:10.1016/j.ymeth.2004.08.018 · Cited by 560 · see citing works
Clinical proteomics: translating benchside promise into bedside reality
Petricoin, E. F., Zoon, K. C., Kohn, E. C., Barrett, J. C., & Liotta, L. A. (2002) · Nature Reviews Drug Discovery · doi:10.1038/nrd891 · Cited by 545 · see citing works
CTCF physically links cohesin to chromatin
Rubio, E. D., Reiss, D. J., Welcsh, P. L., Disteche, C. M., Filippova, G. N., Baliga, N. S., Aebersold, R., Ranish, J. A., & Krumm, A. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0801273105 · Cited by 511 · see citing works
Self-citationQuantifying changes in the thiol redox proteome upon oxidative stress in vivo
Leichert, L. I. O., Gehrke, F., Gudiseva, H. V., Blackwell, T. W., Ilbert, M., Walker, A. K., Strahler, J. R., Andrews, P., & Jakob, U. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0707723105 · Cited by 520 · see citing works
Proteomics: Challenges, Techniques and Possibilities to Overcome Biological Sample Complexity
Chandramouli, K., & Qian, P. (2009) · Human Genomics and Proteomics · doi:10.4061/2009/239204 · Cited by 514 · see citing works
“This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.”
MethodCheng, D., Hoogenraad, C. C., Rush, J., Ramm, E., Schlager, M. A., Duong, D. M., Xu, P., Wijayawardana, S. R., Hanfelt, J., Nakagawa, T., et al. (2006) · Molecular & Cellular Proteomics · doi:10.1074/mcp.d500009-mcp200 · Cited by 510 · see citing works
“One of the popular methods is the ICAT strategy ( 16 ) utilizing a Cys-based labeling reaction.”
MethodA novel strategy for quantitative proteomics using isotope‐coded protein labels
Schmidt, A., Kellermann, J., & Lottspeich, F. (2004) · PROTEOMICS · doi:10.1002/pmic.200400873 · Cited by 507 · see citing works
Callister, S., Barry, R., Adkins, J., Johnson, E. T., Qian, W., Webb‐Robertson, B., Smith, R. D., & Lipton, M. S. W. (2006) · Journal of Proteome Research · doi:10.1021/pr050300l · Cited by 500 · see citing works
Addressing Accuracy and Precision Issues in iTRAQ Quantitation
Karp, N. A., Huber, W. K., Sadowski, P. G., Charles, P. D., Hester, S. V., & Lilley, K. S. (2010) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m900628-mcp200 · Cited by 497 · see citing works
Aligning gene expression time series with time warping algorithms
Aach, J., & Church, G. M. (2001) · Bioinformatics · doi:10.1093/bioinformatics/17.6.495 · Cited by 496 · see citing works
“Progress in the development of high throughput protein level assays (Gygi et al., 1999, 2000) suggests that similar techniques will soon be used in the area of protein expression analysis.”
MethodiTRAQ Underestimation in Simple and Complex Mixtures: “The Good, the Bad and the Ugly”
Ow, S. Y., Salim, M., Noirel, J., Evans, C. A., Rehman, I., & Wright, P. C. (2009) · Journal of Proteome Research · doi:10.1021/pr900634c · Cited by 490 · see citing works
Cancer and the tumor microenvironment: a review of an essential relationship
Mbeunkui, F., & Johann, D. J. (2008) · Cancer Chemotherapy and Pharmacology · doi:10.1007/s00280-008-0881-9 · Cited by 476 · see citing works
“Described technologies such as isotope-coded aYnity tagging (ICAT) [31, 32] and stable isotope labeling with amino acids in cell culture (SILAC) [33, 34] can be combined with mass spectrometry approaches to produce”
BackgroundBiomarker Discovery from Pancreatic Cancer Secretome Using a Differential Proteomic Approach
Grønborg, M., Kristiansen, T. Z., Iwahori, A., Chang, R., Reddy, R., Sato, N., Molina, H., Jensen, O. N., Hruban, R. H., Goggins, M., et al. (2005) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m500178-mcp200 · Cited by 482 · see citing works
“ICAT) (24, 25), (18)O labeling (26), and stable isotope labeling with amino acids in cell culture (SILAC)(1) (27, 28), all of which can be combined with”
BackgroundPeng, J., Kim, M. J., Cheng, D., Duong, D. M., Gygi, S. P., & Sheng, M. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m400103200 · Cited by 473 · see citing works
“The most recent utilized MS in conjunction with two-dimensional gel electrophoresis to identify most of their PSD proteins, with a smaller contribution from ICAT-based LC-MS/MS (82), resulting in identification of 180 proteins.”
BackgroundKamiie, J., Ohtsuki, S., Iwase, R., Ohmine, K., Katsukura, Y., 矢内一成, Yumi, S., Uchida, Y., Ito, S., & Terasaki, T. (2008) · Pharmaceutical Research · doi:10.1007/s11095-008-9532-4 · Cited by 480 · see citing works
- Authors
- Gygi, S. P., Rist, B., Gerber, S. A., Turecek, F., Gelb, M. H., & Aebersold, R.
- Affiliations
- University of Washington (US)
- Corresponding author
- Aebersold, Ruedi
- Venue
- Nature Biotechnology
- Published
- 1999-10
- Volume
- 17
- Issue
- 10
- Pages
- 994-999
- ISSN
- 0733-222X (ISSN-L)
- 1087-0156
- 1546-1696
- OpenAlex
- W2111208057
- Semantic Scholar
- 8929f01bc9a788127bcff7a09432f4f7979c8e6b
- Cited by
- 4,683
- References
- 24
- Citations by year
- 2026: 19 · 2025: 27 · 2024: 31 · 2023: 54 · 2022: 50 · 2021: 63 · 2020: 51 · 2019: 70 · 2018: 77 · 2017: 104 · 2016: 123 · 2015: 171 · 2014: 188 · 2013: 235 · 2012: 296
- FWCI
- 75.18
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Biotechnology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Human Genome Research Institute (T32 HG-00035, T32HG000035)
- National Center for Research Resources (RR-11823, P41RR011823)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (HD 02274, P30HD002274)
- Topics
- Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Redox biology and oxidative stress
- Keywords
- ICAT, protein quantification, tandem mass spectrometry, protein expression profiling, Saccharomyces cerevisiae, glucose repression, ethanol carbon source, stable isotope dilution, cysteine labeling
- MeSH terms
- Affinity Labels, Amino Acid Sequence, Chromatography, Liquid, Isotope Labeling, Proteins, Mass Spectrometry
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