A comprehensive pipeline for translational top-down proteomics from a single blood draw
Open accessAbstract
Top-down proteomics (TDP) by mass spectrometry (MS) is a technique by which intact proteins are analyzed. It has become increasingly popDesalting and concentrating GELFrEEular in translational research because of the value of characterizing distinct proteoforms of intact proteins. Compared to bottom-up proteomics (BUP) strategies, which measure digested peptide mixtures, TDP provides highly specific molecular information that avoids the bioinformatic challenge of protein inference. However, the technique has been difficult to implement widely because of inherent limitations of existing sample preparation methods and instrumentation. Recent improvements in proteoform pre-fractionation and the availability of high-resolution benchtop mass spectrometers have made it possible to use high-throughput TDP for the analysis of complex clinical samples. Here, we provide a comprehensive protocol for analysis of a common sample type in translational research: human peripheral blood mononuclear cells (PBMCs). The pipeline comprises multiple workflows that can be treated as modular by the reader and used for various applications. First, sample collection and cell preservation are described for two clinical biorepository storage schemes. Cell lysis and proteoform pre-fractionation by gel-eluted liquid fractionation entrapment electrophoresis are then described. Importantly, instrument setup and liquid chromatography-tandem MS are described for TDP analyses, which rely on high-resolution Fourier-transform MS. Finally, data processing and analysis are described using two different, application-dependent software tools: ProSight Lite for targeted analyses of one or a few proteoforms and TDPortal for high-throughput TDP in discovery mode. For a single sample, the minimum completion time of the entire experiment is 72 h.
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A range of clinical samples including serum, urine, or biopsy tissue have been studied using top-down proteomics to identify protein profiles characteristic of a disease and generate more reliable biomarkers.
“A range of clinical samples including serum, urine, or biopsy tissue, have been studied using top-down proteomics to identify protein profiles characteristic of a certain disease generating a more reliable biomarker [155–157].”
From Top-down proteomics: challenges, innovations, and applications in basic and clinical research (2020) · cites this paper as [157]
Toby et al. developed a top-down proteomics-based protocol for analyzing human peripheral blood mononuclear cells.
“Recently, Toby et al. developed a top-down proteomics-based protocol for the analysis of human peripheral blood mononuclear cells [157].”
From Top-down proteomics: challenges, innovations, and applications in basic and clinical research (2020) · cites this paper as [157]
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Mass Spectrometric Sequencing of Proteins from Silver-Stained Polyacrylamide Gels
Shevchenko, A., Wilm, M. S., Vorm, O., & Mann, M. (1996) · Analytical Chemistry · doi:10.1021/ac950914h · Cited by 8,930 · see citing works
Wessel, D., & Flügge, U. (1984) · Analytical Biochemistry · doi:10.1016/0003-2697(84)90782-6 · Cited by 3,997 · see citing works
Galaxy: a platform for interactive large-scale genome analysis.Preprint
Giardine, B., Riemer, C., Hardison, R., Burhans, R. C., Elnitski, L., Shah, P., Zhang, Y., Blankenberg, D., Albert, I., Taylor, J., et al. (2005) · Genome Research · doi:10.1101/gr.4086505 · Cited by 2,217 · see citing works
The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2016 update
Afgan, E., Baker, D., van den Beek, M., Blankenberg, D. J., Bouvier, D., Čech, M., Chilton, J. M., Clements, D., Coraor, N., Eberhard, C., et al. (2016) · Nucleic Acids Research · doi:10.1093/nar/gkw343 · Cited by 2,150 · see citing works
ProteoWizard: open source software for rapid proteomics tools development
Kessner, D., Chambers, M., Burke, R., Agus, D., & Mallick, P. (2008) · Bioinformatics · doi:10.1093/bioinformatics/btn323 · Cited by 2,024 · see citing works
Proteoform: a single term describing protein complexity
The Consortium for Top Down Proteomics, Smith, L. M., & Kelleher, N. L. (2013) · Nature Methods · doi:10.1038/nmeth.2369 · Cited by 1,528 · see citing works
Self-citationProtein 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
The Orbitrap: a new mass spectrometer
Hu, Q., Noll, R. J., Li, H., Makarov, A., Hardman, M., & Cooks, R. G. (2005) · Journal of Mass Spectrometry · doi:10.1002/jms.856 · Cited by 1,338 · see citing works
Interpretation 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
Higher-energy C-trap dissociation for peptide modification analysis
Olsen, J., Macek, B., Lange, O., Makarov, A., Horning, S., & Mann, M. (2007) · Nature Methods · doi:10.1038/nmeth1060 · Cited by 1,007 · see citing works
Michalski, A., Damoc, E., Hauschild, J.-P., Lange, O., Wieghaus, A., Makarov, A., Nagaraj, N., Cox, J., Mann, M., & Horning, S. (2011) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m111.011015 · Cited by 832 · see citing works
Progress in Top-Down Proteomics and the Analysis of Proteoforms
Toby, T. K., Fornelli, L., & Kelleher, N. L. (2016) · Annual Review of Analytical Chemistry · doi:10.1146/annurev-anchem-071015-041550 · Cited by 576 · see citing works
Self-citationA dual pressure linear ion trap orbitrap instrument with very high sequencing speed
Olsen, J. V., Schwartz, J. C., Griep-Raming, J., Nielsen, M. L., Damoc, E., Denisov, E., Lange, O., Remes, P., Taylor, D., Splendore, M., et al. (2009) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m900375-mcp200 · Cited by 464 · see citing works
Michalski, A., Damoc, E., Lange, O., Denisov, E., Nolting, D., Müller, M., Viner, R., Schwartz, J., Remes, P., Belford, M., et al. (2012) · Molecular & Cellular Proteomics · doi:10.1074/mcp.o111.013698 · Cited by 373 · see citing works
Interfacing the Orbitrap Mass Analyzer to an Electrospray Ion Source
Hardman, M., & Makarov, A. (2003) · Analytical Chemistry · doi:10.1021/ac0258047 · Cited by 315 · see citing works
Kou, Q., Xun, L., & Liu, X. (2016) · Bioinformatics · doi:10.1093/bioinformatics/btw398 · Cited by 276 · see citing works
Zamdborg, L., LeDuc, R. D., Glowacz, K. J., Kim, Y.-B., Viswanathan, V., Spaulding, I. T., Early, B. P., Bluhm, E. J., Babai, S., & Kelleher, N. L. (2007) · Nucleic Acids Research · doi:10.1093/nar/gkm371 · Cited by 251 · see citing works
Self-citationProSight Lite: Graphical software to analyze top‐down mass spectrometry data
Fellers, R. T., Greer, J. B., Early, B. P., Yu, X., LeDuc, R. D., Kelleher, N. L., & Thomas, P. M. (2015) · PROTEOMICS · doi:10.1002/pmic.201400313 · Cited by 247 · see citing works
Self-citationOn the Scalability and Requirements of Whole Protein Mass Spectrometry
Compton, P. D., Zamdborg, L., Thomas, P. M., & Kelleher, N. L. (2011) · Analytical Chemistry · doi:10.1021/ac2010795 · Cited by 243 · see citing works
Self-citationSenko, M. W., Remes, P. M., Canterbury, J. D., Mathur, R., Song, Q., Eliuk, S. M., Mullen, C., Earley, L., Hardman, M., Blethrow, J. D., et al. (2013) · Analytical Chemistry · doi:10.1021/ac403115c · Cited by 238 · see citing works
Preservation of RNA for Functional Genomic Studies: A Multidisciplinary Tumor Bank Protocol
Florell, S. R., Coffin, C. M., Holden, J. A., Zimmermann, J. W., Gerwels, J. W., Summers, B. K., Jones, D. A., & Leachman, S. A. (2001) · Modern Pathology · doi:10.1038/modpathol.3880267 · Cited by 218 · see citing works
Informatics and multiplexing of intact protein identification in bacteria and the archaea
Meng, F., Cargile, B. J., Miller, L. M., Forbes, A. J., Johnson, J. R., & Kelleher, N. L. (2001) · Nature Biotechnology · doi:10.1038/nbt1001-952 · Cited by 210 · see citing works
Self-citationTran, J. C., & Doucette, A. A. (2008) · Analytical Chemistry · doi:10.1021/ac702197w · Cited by 206 · see citing works
Zhang, J., Guy, M. J., Norman, H. S., Chen, Y.-C., Xu, Q., Dong, X., Guner, H., Wang, S., Kohmoto, T., Young, K. H., et al. (2011) · Journal of Proteome Research · doi:10.1021/pr200258m · Cited by 194 · see citing works
LeDuc, R. D., Taylor, G. K., Kim, Y.-B., Januszyk, T. E., Bynum, L., Solà, J., Garavelli, J., & Kelleher, N. (2004) · Nucleic Acids Res. · doi:10.1093/nar/gkh447 · Cited by 192 · see citing works
Self-citationProcessing Complex Mixtures of Intact Proteins for Direct Analysis by Mass Spectrometry
Meng, F., Cargile, B. J., Patrie, S. M., Johnson, J. R., McLoughlin, S. M., & Kelleher, N. L. (2002) · Analytical Chemistry · doi:10.1021/ac020049i · Cited by 183 · see citing works
Self-citationKellie, J. F., Higgs, R. E., Ryder, J. W., Major, A., Beach, T. G., Adler, C. H., Merchant, K., & Knierman, M. D. (2014) · Scientific Reports · doi:10.1038/srep05797 · Cited by 182 · see citing works
Deconvolution and Database Search of Complex Tandem Mass Spectra of Intact Proteins
Liu, X., Inbar, Y., Dorrestein, P. C., Wynne, C., Edwards, N., Souda, P., Whitelegge, J. P., Bafna, V., & Pevzner, P. A. (2010) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m110.002766 · Cited by 170 · see citing works
Analysis of Intact Monoclonal Antibody IgG1 by Electron Transfer Dissociation Orbitrap FTMS
Fornelli, L., Damoc, E., Thomas, P. M., Kelleher, N. L., Aizikov, K., Denisov, E. V., Makarov, A., & Tsybin, Y. O. (2012) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m112.019620 · Cited by 161 · see citing works
Self-citationProtein Identification Using Top-Down Spectra
Liu, X., Sirotkin, Y., Shen, Y., Anderson, G., Tsai, Y. S., Ting, Y. S., Goodlett, D. R., Smith, R. D., Bafna, V., & Pevzner, P. A. (2012) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m111.008524 · Cited by 153 · see citing works
Orbitrap mass spectrometry with resolving powers above 1,000,000
Denisov, E. V., Damoc, E., Lange, O., & Makarov, A. (2012) · International Journal of Mass Spectrometry · doi:10.1016/j.ijms.2012.06.009 · Cited by 137 · see citing works
MASH Suite Pro: A Comprehensive Software Tool for Top-Down Proteomics
Cai, W., Guner, H., Gregorich, Z. R., Chen, A. J., Ayaz-Guner, S., Peng, Y., Valeja, S. G., Liu, X., & Ge, Y. (2016) · Molecular & Cellular Proteomics · doi:10.1074/mcp.o115.054387 · Cited by 132 · see citing works
Multiplexed size separation of intact proteins in solution phase for mass spectrometry.
Tran, J. C., & Doucette, A. (2009) · Analytical Chemistry · doi:10.1021/ac900729r · Cited by 123 · see citing works
Cover Picture: Proteomics 7'15
Fellers, R. T., Greer, J. B., Early, B. P., Yu, X., LeDuc, R. D., Kelleher, N. L., & Thomas, P. M. (2015) · PROTEOMICS · doi:10.1002/pmic.201570050 · Cited by 122 · see citing works
Self-citationWeb and database software for identification of intact proteins using "top down" mass spectrometry.
Taylor, G. K., Kim, Y.-B., Forbes, A. J., Meng, F.-Y., McCarthy, R. T., & Kelleher, N. (2003) · Analytical Chemistry · doi:10.1021/ac0341721 · Cited by 119 · see citing works
Self-citationOne-hour proteome analysis in yeast
Richards, A., Hebert, A. S., Ulbrich, A., Bailey, D. J., Coughlin, E. E., Westphall, M. S., & Coon, J. J. (2015) · Nature Protocols · doi:10.1038/nprot.2015.040 · Cited by 116 · see citing works
Quantitation and Identification of Thousands of Human Proteoforms below 30 kDa
Durbin, K. R., Fornelli, L., Fellers, R. T., Doubleday, P. F., Narita, M., & Kelleher, N. L. (2016) · Journal of Proteome Research · doi:10.1021/acs.jproteome.5b00997 · Cited by 111 · see citing works
Self-citationThe emergence of top-down proteomics in clinical research
Savaryn, J. P., Catherman, A. D., Thomas, P. M., Abecassis, M. M., & Kelleher, N. L. (2013) · Genome Medicine · doi:10.1186/gm457 · Cited by 103 · see citing works
Self-citationApplying Label-Free Quantitation to Top Down Proteomics
Ntai, I., Kim, K., Fellers, R. T., Skinner, O. S., Smith, A. D., Early, B. P., Savaryn, J. P., LeDuc, R. D., Thomas, P. M., & Kelleher, N. L. (2014) · Analytical Chemistry · doi:10.1021/ac500395k · Cited by 102 · see citing works
Self-citationLiumbruno, G. M., D’Alessandro, A., Grazzini, G., & Zolla, L. (2009) · Journal of Proteomics · doi:10.1016/j.jprot.2009.06.010 · Cited by 98 · see citing works
Optimizing capillary electrophoresis for top‐down proteomics of 30–80 kDa proteins
Li, Y., Compton, P. D., Tran, J. C., Ntai, I., & Kelleher, N. L. (2014) · PROTEOMICS · doi:10.1002/pmic.201300381 · Cited by 95 · see citing works
Self-citationAnderson, L. C., DeHart, C. J., Kaiser, N. K., Fellers, R. T., Smith, D. F., Greer, J. B., LeDuc, R. D., Blakney, G. T., Thomas, P. M., Kelleher, N. L., et al. (2017) · Journal of Proteome Research · doi:10.1021/acs.jproteome.6b00696 · Cited by 94 · see citing works
Self-citationEvaluation of the Compact High-Field Orbitrap for Top-Down Proteomics of Human Cells
Ahlf, D. R., Compton, P. D., Tran, J. C., Early, B. P., Thomas, P. M., & Kelleher, N. L. (2012) · Journal of Proteome Research · doi:10.1021/pr3004216 · Cited by 89 · see citing works
Self-citationFornelli, L., Durbin, K. R., Fellers, R. T., Early, B. P., Greer, J. B., LeDuc, R. D., Compton, P. D., & Kelleher, N. L. (2017) · Journal of Proteome Research · doi:10.1021/acs.jproteome.6b00698 · Cited by 88 · see citing works
Self-citationLeDuc, R. D., Fellers, R. T., Early, B. P., Greer, J. B., Thomas, P. M., & Kelleher, N. L. (2014) · Journal of Proteome Research · doi:10.1021/pr401277r · Cited by 85 · see citing works
Self-citationYADA: a tool for taking the most out of high-resolution spectra
Carvalho, P. C., Xu, T., Han, X., Cociorva, D., Barbosa, V. C., & Yates, J. R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp489 · Cited by 78 · see citing works
Mass spectrometry of peptides and proteins from human blood
Zhu, P., Bowden, P., Zhang, D., & Marshall, J. G. (2010) · Mass Spectrometry Reviews · doi:10.1002/mas.20291 · Cited by 77 · see citing works
Guner, H., Close, P. L., Cai, W., Zhang, H., Peng, Y., Gregorich, Z. R., & Ge, Y. (2014) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-013-0789-4 · Cited by 73 · see citing works
Fornelli, L., Ayoub, D., Aizikov, K., Liu, X., Damoc, E., Pevzner, P. A., Makarov, A., Beck, A., & Tsybin, Y. O. (2017) · Journal of Proteomics · doi:10.1016/j.jprot.2017.02.013 · Cited by 70 · see citing works
Self-citationAutomated Proteomics of E. coli via Top-Down Electron-Transfer Dissociation Mass Spectrometry
Bunger, M. K., Cargile, B. J., Ngunjiri, A., Bundy, J. L., & Stephenson, J. L. (2008) · Analytical Chemistry · doi:10.1021/ac7018409 · Cited by 67 · see citing works
Meng, F., Du, Y., Miller, L. M., Patrie, S. M., Robinson, D. E., & Kelleher, N. L. (2004) · Analytical Chemistry · doi:10.1021/ac0354903 · Cited by 67 · see citing works
Self-citationPetris, L. D., Orre, L. M., Kanter, L., Pernemalm, M., Koyi, H., Lewensohn, R., & Lehtiö, J. (2008) · Lung Cancer · doi:10.1016/j.lungcan.2008.06.003 · Cited by 64 · see citing works
Kellie, J. F., Catherman, A. D., Durbin, K. R., Tran, J. C., Tipton, J., Norris, J. L., Witkowski, C. E., Thomas, P. M., & Kelleher, N. (2011) · Analytical Chemistry · doi:10.1021/ac202384v · Cited by 62 · see citing works
Self-citationIavarone, F., Melis, M., Platania, G., Cabras, T., Manconi, B., Petruzzelli, R., Cordaro, M., Siracusano, A., Faa, G., Messana, I., et al. (2014) · Journal of Proteomics · doi:10.1016/j.jprot.2014.03.020 · Cited by 53 · see citing works
A researcher's guide to mass spectrometry‐based proteomics
Savaryn, J. P., Toby, T. K., & Kelleher, N. L. (2016) · PROTEOMICS · doi:10.1002/pmic.201600113 · Cited by 53 · see citing works
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LeDuc, R. D., Schwämmle, V., Shortreed, M. R., Cesnik, A. J., Solntsev, S. K., Shaw, J., Martin, M., Vizcaíno, J., Alpi, E., Danis, P. O., et al. (2018) · Journal of Proteome Research · doi:10.1021/acs.jproteome.7b00851 · Cited by 52 · see citing works
Self-citationBioinformatics Analysis of Top-Down Mass Spectrometry Data with ProSight Lite
DeHart, C. J., Fellers, R. T., Fornelli, L., Kelleher, N. L., & Thomas, P. M. (2017) · Methods in molecular biology · doi:10.1007/978-1-4939-6783-4_18 · Cited by 43 · see citing works
Self-citationLeDuc, R. D., & Kelleher, N. L. (2007) · Current Protocols in Bioinformatics · doi:10.1002/0471250953.bi1306s19 · Cited by 42 · see citing works
Self-citationCabras, T., Pisano, E., Montaldo, C., Giuca, M. R., Iavarone, F., Zampino, G., Castagnola, M., & Messana, I. (2013) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m112.026708 · Cited by 42 · see citing works
Toby, T. K., Abecassis, M., Kim, K., Thomas, P. M., Fellers, R. T., LeDuc, R. D., Kelleher, N. L., Demetris, J., & Levitsky, J. (2017) · American Journal of Transplantation · doi:10.1111/ajt.14359 · Cited by 42 · see citing works
Self-citationTop-down proteomics reveals novel protein forms expressed in methanosarcina acetivorans
Ferguson, J. T., Wenger, C. D., Metcalf, W. W., & Kelleher, N. L. (2009) · Journal of the American Society for Mass Spectrometry · doi:10.1016/j.jasms.2009.05.014 · Cited by 41 · see citing works
Self-citationA Method for Label-Free, Differential Top-Down Proteomics
Ntai, I., Toby, T. K., LeDuc, R. D., & Kelleher, N. L. (2016) · Methods in molecular biology · doi:10.1007/978-1-4939-3524-6_8 · Cited by 41 · see citing works
Self-citationDesiderio, C., D’Angelo, L., Rossetti, D. V., Iavarone, F., Giardina, B., Castagnola, M., Massimi, L., Tamburrini, G., & Rocco, C. D. (2012) · PROTEOMICS · doi:10.1002/pmic.201100499 · Cited by 40 · see citing works
Durbin, K. R., Fellers, R. T., Ntai, I., Kelleher, N. L., & Compton, P. D. (2014) · Analytical Chemistry · doi:10.1021/ac402904h · Cited by 35 · see citing works
Self-citationLaouirem, S., Faouder, J. L., Alexandrov, T., Mestivier, D., Léger, T., Baudin, X., Mebarki, M., Paradis, V., Camadro, J., & Bédossa, P. (2014) · The Journal of Pathology · doi:10.1002/path.4398 · Cited by 34 · see citing works
Martelli, C., Iavarone, F., D’Angelo, L., Arba, M., Vincenzoni, F., Inserra, I., Delfino, D., Rossetti, D. V., Caretto, M., Massimi, L., et al. (2015) · Molecular BioSystems · doi:10.1039/c5mb00076a · Cited by 29 · see citing works
Savaryn, J. P., Toby, T. K., Catherman, A. D., Fellers, R. T., LeDuc, R. D., Thomas, P. M., Friedewald, J., Salomon, D., Abecassis, M., & Kelleher, N. L. (2016) · Proteomics · doi:10.1002/pmic.201600008 · Cited by 23 · see citing works
Self-citationMeta-analysis for Protein Identification: A Case Study on Yeast Data
Higdon, R., Haynes, W. A., & Kolker, E. (2010) · OMICS A Journal of Integrative Biology · doi:10.1089/omi.2010.0034 · Cited by 16 · see citing works
Rader, J. S., Malone, J. P., Gross, J., Erdmann-Gilmore, P., Brooks, R. A., Nguyen, L., Crimmins, D. L., Feng, S., Wright, J. D., Taylor, N., et al. (2008) · PROTEOMICS - CLINICAL APPLICATIONS · doi:10.1002/prca.200780146 · Cited by 16 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [60]Toby TK Proteoforms in peripheral blood mononuclear cells as novel rejection biomarkers in liver transplant recipients. Am. J. Transplant 17, 2458– 2467 (2017). 28510335 PMC5612406
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Roberts, D. S., Loo, J. A., Tsybin, Y. O., Liu, X., Wu, S., Chamot-Rooke, J., Agar, J. N., Paša-Tolić, L., Smith, L. M., & Ge, Y. (2024) · Nature Reviews Methods Primers · doi:10.1038/s43586-024-00318-2 · Cited by 154 · see citing works
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Self-citationTakemori, A., Butcher, D. S., Harman, V. M., Brownridge, P., Shima, K., Higo, D., Ishizaki, J., Hasegawa, H., Suzuki, J., Yamashita, M., et al. (2020) · Journal of Proteome Research · doi:10.1021/acs.jproteome.0c00303 · Cited by 90 · see citing works
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Self-citationChen, C., Hao, X., Lai, X., Liu, L., Zhu, J., Shao, H., Huang, D., Gu, H., Zhang, T., Yu, Z., et al. (2021) · Science Advances · doi:10.1126/sciadv.abd6280 · Cited by 61 · see citing works
Clinical applications of plasma proteomics and peptidomics: Towards precision medicine
He, B., Huang, Z., Huang, C., & Nice, E. C. (2022) · PROTEOMICS - CLINICAL APPLICATIONS · doi:10.1002/prca.202100097 · Cited by 58 · see citing works
Liu, R., Xia, S., & Li, H. (2022) · Mass Spectrometry Reviews · doi:10.1002/mas.21793 · Cited by 59 · see citing works
Deciphering combinatorial post-translational modifications by top-down mass spectrometry
Brodbelt, J. S. (2022) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2022.102180 · Cited by 60 · see citing works
Gerbasi, V. R., Melani, R. D., Abbatiello, S. E., Belford, M. W., Huguet, R., McGee, J. P., Dayhoff, D., Thomas, P. M., & Kelleher, N. L. (2021) · Analytical Chemistry · doi:10.1021/acs.analchem.1c00402 · Cited by 54 · see citing works
Self-citationMapping the Proteoform Landscape of Five Human Tissues
Drown, B. S., Jooss, K., Melani, R., Lloyd-Jones, C., Camarillo, J., & Kelleher, N. L. (2022) · Journal of Proteome Research · doi:10.1021/acs.jproteome.2c00034 · Cited by 47 · see citing works
Self-citationSample preparation and fractionation techniques for intact proteins for mass spectrometric analysis.
Thomas, S. L., Thacker, J. B., Schug, K. A., & Maráková, K. (2020) · Journal of Separation Science · doi:10.1002/jssc.202000936 · Cited by 51 · see citing works
Recent advances in top‐down proteome sample processing ahead of MS analysis
Nickerson, J. L., Baghalabadi, V., Rajendran, S. R. C. K., Jakubec, P. J., Said, H., McMillen, T. S., Dang, Z., & Doucette, A. A. (2021) · Mass Spectrometry Reviews · doi:10.1002/mas.21706 · Cited by 55 · see citing works
Mass spectrometry-based targeted proteomics for analysis of protein mutations
Lin, T.-T., Zhang, T., Kitata, R. B., Liu, T., Smith, R. D., Qian, W., & Shi, T.-J. (2021) · Mass spectrometry reviews (Print) · doi:10.1002/mas.21741 · Cited by 44 · see citing works
Direct characterization of overproduced proteins by native mass spectrometry
Vimer, S., Ben‐Nissan, G., & Sharon, M. (2020) · Nature Protocols · doi:10.1038/s41596-019-0233-8 · Cited by 46 · see citing works
Fornelli, L., & Toby, T. K. (2022) · Biochimica et Biophysica Acta - Proteins and Proteomics · doi:10.1016/j.bbapap.2022.140758 · Cited by 37 · see citing works
Self-citationAdams, L. M., DeHart, C. J., Drown, B., Anderson, L. C., Bocik, W., Boja, E. S., Hiltke, T., Hendrickson, C. L., Rodriguez, H., Caldwell, M. A., et al. (2022) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2022.102768 · Cited by 38 · see citing works
Self-citationNucleotide-amino acid π-stacking interactions initiate photo cross-linking in RNA-protein complexes
Knörlein, A., Sarnowski, C. P., de Vries, T., Stoltz, M., Götze, M., Aebersold, R. H., Allain, F. H. ‐., Leitner, A., & Hall, J. (2022) · Nature Communications · doi:10.1038/s41467-022-30284-w · Cited by 39 · see citing works
Carrillo-Rodríguez, P., Selheim, F., & Hernandez-Valladares, M. (2023) · Cancers · doi:10.3390/cancers15020555 · Cited by 37 · see citing works
Deep Profiling of Plasma Proteoforms with Engineered Nanoparticles for Top-Down Proteomics
(2024) · doi:10.1021/acs.jproteome.4c00621 · Cited by 35 · see citing works
Self-citationNext-Generation Serology by Mass Spectrometry: Readout of the SARS-CoV-2 Antibody Repertoire
Melani, R. D., Soye, B. J. D., Kafader, J. O., Forte, E., Hollas, M. A. R., Blagojevic, V., Negrão, F., McGee, J. P., Drown, B., Lloyd-Jones, C., et al. (2021) · Journal of Proteome Research · doi:10.1021/acs.jproteome.1c00882 · Cited by 32 · see citing works
Self-citationLiao, Y., Fulcher, J. M., Degnan, D. J., Williams, S. M., Bramer, L., Veličković, D., Zemaitis, K. J., Veličković, M., Sontag, R. L., Moore, R. J., et al. (2023) · Molecular & Cellular Proteomics · doi:10.1016/j.mcpro.2022.100491 · Cited by 29 · see citing works
Dai, Y., Buxton, K. E., Schaffer, L. V., Miller, R., Millikin, R. J., Scalf, M., Frey, B. L., Shortreed, M. R., & Smith, L. M. (2019) · Journal of Proteome Research · doi:10.1021/acs.jproteome.9b00339 · Cited by 26 · see citing works
Targeted Quantification of Proteoforms in Complex Samples by Proteoform Reaction Monitoring
Huang, C.-F., Kline, J. T., Negrão, F., Robey, M. T., Toby, T. K., Durbin, K. R., Fellers, R. T., Friedewald, J., Levitsky, J., Abecassis, M., et al. (2024) · Analytical Chemistry · doi:10.1021/acs.analchem.3c05578 · Cited by 23 · see citing works
Self-citationThe status of proteomics as we enter the 2020s: Towards personalised/precision medicine
Nice, E. C. (2020) · Analytical Biochemistry · doi:10.1016/j.ab.2020.113840 · Cited by 24 · see citing works
Multi‐Omics Studies in Historically Excluded Populations: The Road to Equity
Yang, G., Mishra, M., & Perera, M. A. (2022) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.2818 · Cited by 22 · see citing works
Jeong, K., Babović, M., Gorshkov, V., Kim, J., Jensen, O. N., & Kohlbacher, O. (2022) · Nature Communications · doi:10.1038/s41467-022-31922-z · Cited by 23 · see citing works
State-of-the-Art and Future Directions in Structural Proteomics
Happonen, L., & Varjosalo, M. T. (2025) · Molecular & Cellular Proteomics · doi:10.1016/j.mcpro.2025.101065 · Cited by 20 · see citing works
Maráková, K., Renner, B. J., Thomas, S. L., Opetová, M., Tomašovský, R., Rai, A. J., & Schug, K. A. (2023) · Analytica Chimica Acta · doi:10.1016/j.aca.2023.340801 · Cited by 20 · see citing works
Fang, F., Fries, B. D., Wang, Z., Liu, X., Hummon, A. B., & Sun, L. (2025) · PROTEOMICS · doi:10.1002/pmic.202400336 · Cited by 19 · see citing works
Top‐Down Proteomics: Why and When?
Kaulich, P. T., & Tholey, A. (2025) · Proteomics · doi:10.1002/pmic.202400338 · Cited by 19 · see citing works
Mojumdar, A., Yoo, H.-J., Kim, D., Park, J., Park, S., Jeon, E., Choi, S., Choi, J. H., Park, M., Bang, G., et al. (2024) · Journal of Analytical Science & Technology · doi:10.1186/s40543-024-00437-1 · Cited by 19 · see citing works
Park, H.-M., Satta, R., Davis, R. G., Goo, Y., LeDuc, R. D., Fellers, R. T., Greer, J. B., Romanova, E. V., Rubakhin, S., Tai, R., et al. (2019) · Journal of Proteome Research · doi:10.1021/acs.jproteome.9b00481 · Cited by 14 · see citing works
Self-citationWang, C., Liang, Y.-H., Zhao, B.-F., Liang, Z., Zhang, L., & Zhang, Y.-K. (2022) · Analytical Chemistry · doi:10.1021/acs.analchem.1c05234 · Cited by 12 · see citing works
Methylation of KRAS by SETD7 promotes KRAS degradation in non-small cell lung cancer
Chiang, C.-Y., Fan, S., Zheng, H., Guo, W., Zheng, Z., Sun, Y., Zhong, C., Zeng, J., Li, S., Zhang, M., et al. (2023) · Cell Reports · doi:10.1016/j.celrep.2023.113003 · Cited by 16 · see citing works
Tocmo, R., Veenstra, J. P., Huang, Y., & Johnson, J. J. (2020) · PROTEOMICS · doi:10.1002/pmic.201900386 · Cited by 15 · see citing works
Schachner, L. F., Tran, D. P., Lee, A. S., McGee, J. P., Jooß, K., Durbin, K. R., Seckler, H. S., Adams, L. M., Cline, E. N., Melani, R. D., et al. (2021) · International Journal of Mass Spectrometry · doi:10.1016/j.ijms.2021.116591 · Cited by 15 · see citing works
Self-citationChromatographic separation of peptides and proteins for characterization of proteomes
Liang, Y., Zhang, L., & Zhang, Y. (2022) · Chemical Communications · doi:10.1039/d2cc05568f · Cited by 15 · see citing works
Secretome Proteomic Approaches for Biomarker Discovery: An Update on Colorectal Cancer
Cevenini, A., Orrù, S., & Imperlini, E. (2020) · Medicina · doi:10.3390/medicina56090443 · Cited by 12 · see citing works
Weisbrod, C. R., Anderson, L. C., Greer, J. B., DeHart, C. J., & Hendrickson, C. L. (2020) · Analytical Chemistry · doi:10.1021/acs.analchem.0c01064 · Cited by 11 · see citing works
Self-citationSchaffer, L. V., Anderson, L. C., Butcher, D. S., Shortreed, M. R., Miller, R., Pavelec, C. M., & Smith, L. M. (2020) · Journal of Proteome Research · doi:10.1021/acs.jproteome.0c00403 · Cited by 11 · see citing works
Mass spectrometry-based proteomics for advancing solid organ transplantation research
Huang, C.-F., Su, P., Fisher, T. D., Levitsky, J., Kelleher, N. L., & Forte, E. (2023) · Frontiers in Transplantation · doi:10.3389/frtra.2023.1286881 · Cited by 8 · see citing works
Self-citationA Conformation-Specific Approach to Native Top-down Mass Spectrometry
Britt, H. M., Ben-Younis, A., Page, N., & Thalassinos, K. (2024) · Journal of the American Society for Mass Spectrometry · doi:10.1021/jasms.4c00361 · Cited by 10 · see citing works
Adams, L. M., DeHart, C. J., & Kelleher, N. L. (2021) · Methods in molecular biology · doi:10.1007/978-1-0716-1190-6_3 · Cited by 10 · see citing works
Self-citationProSight Annotator: Complete control and customization of protein entries in UniProt XML files
Greer, J. B., Early, B. P., Durbin, K. R., Patrie, S. M., Thomas, P. M., Kelleher, N. L., LeDuc, R. D., & Fellers, R. T. (2022) · Proteomics · doi:10.1002/pmic.202100209 · Cited by 9 · see citing works
Self-citationHällqvist, J., Pinto, R. C., Heywood, W., Cordey, J. G., Foulkes, A., Slattery, C. F., Leckey, C. A., Murphy, E. C., Zetterberg, H., Schott, J. M., et al. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms241813758 · Cited by 10 · see citing works
Martín-Rojas, T., Sastre-Oliva, T., de Ruz, A. E., Gil-Dones, F., Mouriño-Álvarez, L., Corbacho-Alonso, N., Moreno‐Luna, R., Hernández-Fernández, G., López, J. A., Oliviero, A., et al. (2020) · Journal of Personalized Medicine · doi:10.3390/jpm10040183 · Cited by 9 · see citing works
Divergent Antibody Repertoires Found for Omicron versus Wuhan SARS-CoV-2 Strains Using Ig-MS
Forte, E., Soye, B. J. D., Melani, R. D., Hollas, M. A. R., Kafader, J. O., Sha, B. E., Schneider, J. R., & Kelleher, N. L. (2022) · Journal of Proteome Research · doi:10.1021/acs.jproteome.2c00514 · Cited by 8 · see citing works
Self-citationProteoform characterization based on top-down mass spectrometry
Zhong, J., Sun, Y., Xie, M., Peng, W., Zhang, C., Wu, F., & Wang, J. (2020) · Briefings in Bioinformatics · doi:10.1093/bib/bbaa015 · Cited by 8 · see citing works
Blocking C-terminal processing of KRAS4b via a direct covalent attack on the CaaX-box cysteine
Maciag, A. E., Yang, Y., Sharma, A. K., Turner, D. M., DeHart, C. J., Abdelkarim, H., Fan, L., Smith, B. P., Kumari, V., Dyba, M. D., et al. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2410766122 · Cited by 7 · see citing works
Self-citationSample preparation and cleanup methods for clinical top-down proteomics
Kamal, A., Carfagno, A., Nagy, C., & Fornelli, L. (2025) · Espert Review of Proteomics · doi:10.1080/14789450.2025.2539913 · Cited by 6 · see citing works
Self-citationJeong, K., Kaulich, P. T., Jung, W., Kim, J., Tholey, A., & Kohlbacher, O. (2023) · PROTEOMICS · doi:10.1002/pmic.202300068 · Cited by 8 · see citing works
Kandi, S., Cline, E. N., Rivera, B. M., Viola, K. L., Zhu, J., Condello, C., LeDuc, R. D., Klein, W. L., Kelleher, N. L., & Patrie, S. M. (2023) · Journal of Proteome Research · doi:10.1021/acs.jproteome.3c00353 · Cited by 6 · see citing works
Self-citationTopDownApp: An open and modular platform for analysis and visualisation of top‐down proteomics data
Walzer, M., Jeong, K., Tabb, D., & Vizcaíno, J. (2023) · Proteomics · doi:10.1002/pmic.202200403 · Cited by 4 · see citing works
Endotypes of Paediatric Cough—Do They Exist and Finding New Techniques to Improve Clinical Outcomes
O’Farrell, H. E., Kok, H. C., Goel, S., Chang, A. B., & Yerkovich, S. T. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13030756 · Cited by 4 · see citing works
Gao, G., Fang, F., Yue, Y., Zhang, A. T., Wang, Q., Wang, Q., Zhu, G., & Sun, L. (2025) · Journal of Mass Spectrometry · doi:10.1002/jms.70005 · Cited by 3 · see citing works
Target Protein Identification on Photocatalyst‐Functionalized Magnetic Affinity Beads
Tsushima, M., Sato, S., Nakane, K., & Nakamura, H. (2020) · Current Protocols in Protein Science · doi:10.1002/cpps.108 · Cited by 2 · see citing works
Monolithic Materials-Based RPLC-MS for Proteoform Separation and Identification
Liang, Y., Zhang, L., & Zhang, Y. (2022) · Methods in molecular biology · doi:10.1007/978-1-0716-2325-1_5 · Cited by 2 · see citing works
ResNeXt-Based Rescoring Model for Proteoform Characterization in Top-Down Mass Spectra
Zhong, J., Luo, Y., Yang, C., Yuan, M., & Wang, S. (2025) · Interdisciplinary Sciences Computational Life Sciences · doi:10.1007/s12539-025-00701-x · Cited by 1 · see citing works
Kazieva, L. S., Farafonova, T. E., & Zgoda, V. G. (2023) · Biomeditsinskaya Khimiya · doi:10.18097/pbmc20236901005 · Cited by 1 · see citing works
Statistical and Computational Methods for Proteogenomic Data Analysis
Song, X. (2023) · Methods in molecular biology · doi:10.1007/978-1-0716-2986-4_13 · Cited by 1 · see citing works
Jeong, K., Babović, M., Gorshkov, V., Kim, J., Jensen, O. N., & Kohlbacher, O. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.11.11.468203
Una compleja red política y empresarial: La familia López, 1889-1972
Marco, J. M. U. (2001) · Dialnet (Universidad de la Rioja)
Deeper Protein Identification by Using FAIMS in Top-down ProteomicsPreprint
Gerbasi, R., Melani, R. D., Abbatiello, S. E., Belford, M. W., Huguet, R., McGee, J. P., Dayhoff, D., Thomas, P. M., & Kelleher, N. L. (2021) · ChemRxiv · doi:10.26434/chemrxiv.13653578
Self-citationProteoform Analysis and Construction of Proteoform Families in Proteoform Suite
Schaffer, L. V., Shortreed, M. R., & Smith, L. M. (2022) · Methods in molecular biology · doi:10.1007/978-1-0716-2325-1_7
Nanoproteomics: An Approach for the Identification of Molecular Targets Associated with Hypoxia
Priya, J. D. A., Malik, S., Khalid, M., & Gautam, A. (2023) · Smart nanomaterials technology · doi:10.1007/978-981-99-1718-1_8
Zhong, J., Yang, C., Yuan, M., & Wang, S. (2024) · Lecture notes in computer science · doi:10.1007/978-981-97-5087-0_10
Proteomics and Its Application to the Human Pathogenic Fungus Aspergillus fumigatus
Krüger, T., & Kniemeyer, O. (2024) · The mycota · doi:10.1007/978-3-031-64853-3_11
Liao, Y., Qian, R., Zhang, M., Sun, C., Wen, H., Weinan, E., Zhang, W., & Zhou, M. (2025) · PROTEOMICS · doi:10.1002/pmic.70031
Wike, C. J., & Alshami, A. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6459824
Song, Y., Zhang, W., Jia, W., Lv, S., Wang, Y., Su, P., Yang, Y., & Song, J. (2026) · Analytical Chemistry · doi:10.1021/acs.analchem.6c00203
Wike, C., Alshami, A. S., Fischer, M. S., Pullela, A., & Ge, Y. (2026) · Journal of Chromatography A · doi:10.1016/j.chroma.2026.467272
Advances in Sample Preparation for Protein Top-Down Mass Spectrometry
ZHANG, M., Xue, J., Yang, S., Yongliang, Y. U., Zheyi, L. I. U., & Fangjun, W. A. N. G. (2026) · Analysis and Testing Technology and Instruments · doi:10.3724/j.1006-3757.2026.05.004
Keeping It Native: Non‐Denaturing Approaches to Top‐Down Protein Mass Spectrometry
Xiao, M., Maciel, E. V. S., Lermyte, F., & Skinner, O. S. (2026) · Mass Spectrometry Reviews · doi:10.1002/mas.70050
Quantitative Top‐Down Proteomics: A Review
Cupp‐Sutton, K. A., Atallah, M. A., Zhao, Z., Anjum, S., Chowdhury, T., Sunny, A. T., Szamweber, P., & Wu, S. (2026) · Mass Spectrometry Reviews · doi:10.1002/mas.70051
- Authors
- Toby, T. K., Fornelli, L., Srzentić, K., DeHart, C. J., Levitsky, J., Friedewald, J., & Kelleher, N. L.
- Affiliations
- Northwestern University (US)
- Corresponding author
- Kelleher, Neil L.
- ORCID
- Venue
- Nature Protocols
- Published
- 2018-12-05
- Volume
- 14
- Issue
- 1
- Pages
- 119-152
- ISSN
- 1750-2799 (ISSN-L)
- 1754-2189
- PMC
- PMC6439476
- OpenAlex
- W2569599813
- Cited by
- 86
- References
- 69
- Citations by year
- 2026: 6 · 2025: 9 · 2024: 10 · 2023: 13 · 2022: 16 · 2021: 11 · 2020: 12 · 2019: 7 · 2015: 1
- FWCI
- 3.24
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Protocols (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of General Medical Sciences (P41GM108569, T32GM105538)
- 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 › Metabolomics and Mass Spectrometry Studies
- Keywords
- top-down proteomics, proteoforms, peripheral blood mononuclear cells, cell lysis, sample preparation, liquid chromatography-tandem mass spectrometry, clinical samples
- MeSH terms
- Amino Acid Sequence, Chromatography, Liquid, Electrophoresis, Polyacrylamide Gel, Fourier Analysis, Humans, Leukocytes, Mononuclear, Software, Phlebotomy, Proteome, Proteomics, Complex Mixtures, Tandem Mass Spectrometry
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