Conformational Characterization and Classification of Intrinsically Disordered Proteins by Native Mass Spectrometry and Charge‐State Distribution Analysis
Abstract
Intrinsically disordered proteins (IDPs) are systematically under‐represented in structural proteomics studies. Their structural characterization implies description of the dynamic conformational ensembles populated by these polymers in solution, posing major challenges to biophysical methods. “Native” MS (native‐MS) has emerged as a central tool in this field, conjugating the unique MS analytical power with structurally meaningful descriptors, like solvent‐accessible surface area (SASA) and collisional cross section (CCS). This review summarizes recently published papers comparing native‐MS and solution methods, with a focus on charge‐state‐distribution (CSD) analysis for IDP conformational analysis. The results point to substantial agreement, supporting structural interpretation of native‐MS spectra of IDPs. The discussion is integrated with data from our group on “synthetic” IDPs, obtained by reduction and alkylation of natively folded proteins, whose fold is stabilized by disulfide bridges. Finally, an MS‐based compaction index (CI) is introduced, evaluating SASA with reference to globular and fully disorder proteins. Such a parameter can be calculated for single conformers or the whole conformational ensemble, offering a continuous index for IDP comparison and classification.
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Disordered proteins and regions are characterized by broad and heterogeneous ensembles with small differences in relative conformational stabilities and low barriers.
“Disordered proteins (regions) are characterized by broad and heterogeneous ensembles where the differences in the relative conformational stabilities are small, or even minor and the barriers are low.”
From AlphaFold, Artificial Intelligence (AI), and Allostery (2022) · cites this paper as [129]
Cites
Protein Misfolding, Amyloid Formation, and Human Disease: A Summary of Progress Over the Last Decade
Chiti, F., & Dobson, C. M. (2017) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-061516-045115 · Cited by 2,629 · see citing works
Intrinsically disordered proteins in cellular signalling and regulation
Wright, P. E., & Dyson, H. J. (2014) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3920 · Cited by 2,371 · see citing works
Classification of Intrinsically Disordered Regions and Proteins
van der Lee, R., Buljan, M., Lang, B., Weatheritt, R. J., Daughdrill, G. W., Dunker, A. K., Fuxreiter, M., Gough, J., Gsponer, J., Jones, D. T., et al. (2014) · Chemical Reviews · doi:10.1021/cr400525m · Cited by 2,155 · see citing works
Protein Phase Separation: A New Phase in Cell Biology
Boeynaems, S., Alberti, S., Fawzi, N. L., Mittag, T., Polymenidou, M., Rousseau, F., Schymkowitz, J. W. H., Shorter, J., Wolozin, B. L., Bosch, L. V. D., et al. (2018) · Trends in Cell Biology · doi:10.1016/j.tcb.2018.02.004 · Cited by 1,954 · see citing works
Lanucara, F., Holman, S. W., Gray, C. J., & Eyers, C. E. (2014) · Nature Chemistry · doi:10.1038/nchem.1889 · Cited by 901 · see citing works
Introducing Protein Intrinsic Disorder
Habchi, J., Tompa, P., Longhi, S., & Uversky, V. N. (2014) · Chemical Reviews · doi:10.1021/cr400514h · Cited by 744 · see citing works
Intrinsically disordered proteins: regulation and disease
Babu, M. M., van der Lee, R., de Groot, N. S., & Gsponer, J. A. (2011) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2011.03.011 · Cited by 597 · see citing works
Status of Large-scale Analysis of Post-translational Modifications by Mass Spectrometry
Olsen, J. V., & Mann, M. (2013) · Molecular & Cellular Proteomics · doi:10.1074/mcp.o113.034181 · Cited by 586 · see citing works
Unusual biophysics of intrinsically disordered proteins.
Uversky, V. (2013) · Biochimica et Biophysica Acta · doi:10.1016/j.bbapap.2012.12.008 · Cited by 536 · see citing works
Sequence Determinants of Compaction in Intrinsically Disordered Proteins
Marsh, J. A., & Forman-Kay, J. D. (2010) · Biophysical Journal · doi:10.1016/j.bpj.2010.02.006 · Cited by 384 · see citing works
Amyloid-β forms fibrils by nucleated conformational conversion of oligomers
Lee, J., Culyba, E. K., Powers, E. T., & Kelly, J. W. (2011) · Nature Chemical Biology · doi:10.1038/nchembio.624 · Cited by 383 · see citing works
Ozenne, V., Bauer, F., Salmon, L., Huang, J., Jensen, M. R., Segard, S., Bernadó, P., Charavay, C., & Blackledge, M. J. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts172 · Cited by 356 · see citing works
The Structure and Dynamics of Higher-Order Assemblies: Amyloids, Signalosomes, and Granules
Wu, H., & Fuxreiter, M. (2016) · Cell · doi:10.1016/j.cell.2016.05.004 · Cited by 352 · see citing works
Estimates of Protein Surface Areas in Solution by Electrospray Ionization Mass Spectrometry
Kaltashov, I. A., & Mohimen, A. (2005) · Analytical Chemistry · doi:10.1021/ac050511+ · Cited by 321 · see citing works
Unfoldomics of human diseases: linking protein intrinsic disorder with diseases
Uversky, V. N., Oldfield, C. J., Midic, U., Xie, H. M., Xue, B., Vučetić, S., Iakoucheva, L. M., Zoran Obradovic, A., & Dunker, A. K. (2009) · BMC Genomics · doi:10.1186/1471-2164-10-s1-s7 · Cited by 283 · see citing works
Young, L. M., Saunders, J. C., Mahood, R. A., Revill, C., Foster, R. J., Tu, L., Raleigh, D. P., Radford, S. E., & Ashcroft, A. E. (2014) · Nature Chemistry · doi:10.1038/nchem.2129 · Cited by 281 · see citing works
Relative Solvent Accessible Surface Area Predicts Protein Conformational Changes upon Binding
Marsh, J. A., & Teichmann, S. A. (2011) · Structure · doi:10.1016/j.str.2011.03.010 · Cited by 258 · see citing works
Dobó, A., & Kaltashov, I. A. (2001) · Analytical Chemistry · doi:10.1021/ac010713f · Cited by 237 · see citing works
The diverse and expanding role of mass spectrometry in structural and molecular biology
Lössl, P., van de Waterbeemd, M., & Heck, A. J. (2016) · The EMBO Journal · doi:10.15252/embj.201694818 · Cited by 222 · see citing works
Functional roles of transiently and intrinsically disordered regions within proteins
Uversky, V. N. (2015) · FEBS Journal · doi:10.1111/febs.13202 · Cited by 215 · see citing works
Dancing Protein Clouds: The Strange Biology and Chaotic Physics of Intrinsically Disordered Proteins
Uversky, V. N. (2016) · Journal of Biological Chemistry · doi:10.1074/jbc.r115.685859 · Cited by 212 · see citing works
Dynamic Protein Interaction Networks and New Structural Paradigms in Signaling
Csizmók, V., Follis, A. V., Kriwacki, R. W., & Forman-Kay, J. D. (2016) · Chemical Reviews · doi:10.1021/acs.chemrev.5b00548 · Cited by 201 · see citing works
α-Synuclein Misfolding and Neurodegenerative Diseases
Uversky, V. N. (2008) · Current Protein and Peptide Science · doi:10.2174/138920308785915218 · Cited by 199 · see citing works
Folding and misfolding of alpha-synuclein on membranes
Dikiy, I., & Eliezer, D. (2011) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/j.bbamem.2011.09.008 · Cited by 198 · see citing works
Charge-Surface Correlation in Electrospray Ionization of Folded and Unfolded Proteins
Testa, L., Brocca, S., & Grandori, R. (2011) · Analytical Chemistry · doi:10.1021/ac201740z · Cited by 140 · see citing works
Self-citationBen‐Nissan, G., & Sharon, M. (2017) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2017.10.026 · Cited by 124 · see citing works
Erba, E. B., & Petosa, C. (2015) · Protein Science · doi:10.1002/pro.2661 · Cited by 116 · see citing works
Mass spectrometry‐based methods to study protein architecture and dynamics
Kaltashov, I. A., Bobst, C. E., & Abzalimov, R. R. (2013) · Protein Science · doi:10.1002/pro.2238 · Cited by 95 · see citing works
Conformational effects in protein electrospray‐ionization mass spectrometry
Li, J., Santambrogio, C., Brocca, S., Rossetti, G., Carloni, P., & Grandori, R. (2015) · Mass Spectrometry Reviews · doi:10.1002/mas.21465 · Cited by 91 · see citing works
Self-citationMcAllister, R. G., Metwally, H., Sun, Y., & Konermann, L. (2015) · Journal of the American Chemical Society · doi:10.1021/jacs.5b07913 · Cited by 82 · see citing works
Interpreting conformational effects in protein nano-ESI-MS spectra
Šamalíková, M., Matečko‐Burmann, I., Müller, N., & Grandori, R. (2003) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-003-2339-6 · Cited by 78 · see citing works
Self-citationOn the Zwitterionic Nature of Gas-Phase Peptides and Protein Ions
Marchese, R., Grandori, R., Carloni, P., & Raugei, S. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000775 · Cited by 77 · see citing works
Self-citationSeed-induced acceleration of amyloid-β mediated neurotoxicity in vivo
Sowade, R. F., & Jahn, T. R. (2017) · Nature Communications · doi:10.1038/s41467-017-00579-4 · Cited by 75 · see citing works
Šamalíková, M., & Grandori, R. (2003) · Journal of the American Chemical Society · doi:10.1021/ja037000u · Cited by 73 · see citing works
Self-citationCompaction Properties of an Intrinsically Disordered Protein: Sic1 and Its Kinase-Inhibitor Domain
Brocca, S., Testa, L., Sobott, F., Šamalíková, M., Natalello, A., Papaleo, E., Lotti, M., GIOIA, L. D., Doglia, S. M., Alberghina, L., et al. (2011) · Biophysical Journal · doi:10.1016/j.bpj.2011.02.055 · Cited by 72 · see citing works
Self-citationInstrumental Analysis of Intrinsically Disordered Proteins
FONTANA, A., POLVERINO DE LAURETO, P., SPOLAORE, B., FRARE, E., & M., Z. (2010) · Wiley eBooks · doi:10.1002/9780470602614 · Cited by 69 · see citing works
Order propensity of an intrinsically disordered protein, the cyclin‐dependent‐kinase inhibitor Sic1
Brocca, S., Šamalíková, M., Uversky, V. N., Lotti, M., Vanoni, M., Alberghina, L., & Grandori, R. (2009) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.22385 · Cited by 67 · see citing works
Self-citationOpposite Structural Effects of Epigallocatechin-3-gallate and Dopamine Binding to α-Synuclein
Konijnenberg, A., Ranica, S., Narkiewicz, J., Legname, G., Grandori, R., Sobott, F., & Natalello, A. (2016) · Analytical Chemistry · doi:10.1021/acs.analchem.6b00731 · Cited by 67 · see citing works
Self-citationESI-IMS–MS: A method for rapid analysis of protein aggregation and its inhibition by small molecules
Young, L. M., Saunders, J. C., Mahood, R. A., Revill, C., Foster, R. J., Ashcroft, A. E., & Radford, S. E. (2015) · Methods · doi:10.1016/j.ymeth.2015.05.017 · Cited by 66 · see citing works
Structural disorder and induced folding within two cereal, ABA stress and ripening (ASR) proteins
Hamdi, K., Salladini, E., O'Brien, D. P., Brier, S., Chenal, A., Yacoubi, I., & Longhi, S. (2017) · Scientific Reports · doi:10.1038/s41598-017-15299-4 · Cited by 62 · see citing works
Testing the role of solvent surface tension in protein ionization by electrospray
Šamalíková, M., & Grandori, R. (2005) · Journal of Mass Spectrometry · doi:10.1002/jms.821 · Cited by 61 · see citing works
Self-citationBorysik, A. J., Kovács, D., Guharoy, M., & Tompa, P. (2015) · Journal of the American Chemical Society · doi:10.1021/jacs.5b06027 · Cited by 55 · see citing works
Revealing Higher Order Protein Structure Using Mass Spectrometry
Chait, B. T., Cadène, M., Olinares, P. D. B., Rout, M. P., & Shi, Y. (2016) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-016-1385-1 · Cited by 55 · see citing works
Sequence-Specific Solvent Accessibilities of Protein Residues in Unfolded Protein Ensembles
Bernadó, P., Blackledge, M. J., & Sancho, J. (2006) · Biophysical Journal · doi:10.1529/biophysj.106.087528 · Cited by 53 · see citing works
Gavriilidou, A. F. M., Gülbakan, B., & Zenobi, R. (2015) · Analytical Chemistry · doi:10.1021/acs.analchem.5b02478 · Cited by 53 · see citing works
Natalello, A., Santambrogio, C., & Grandori, R. (2016) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-016-1490-1 · Cited by 53 · see citing works
Self-citationD’Urzo, A., Konijnenberg, A., Rossetti, G., Habchi, J., Li, J., Carloni, P., Sobott, F., Longhi, S., & Grandori, R. (2014) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-014-1048-z · Cited by 52 · see citing works
Self-citationA Computational Model for Protein Ionization by Electrospray Based on Gas-Phase Basicity
Marchese, R., Grandori, R., Carloni, P., & Raugei, S. (2012) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-012-0449-0 · Cited by 51 · see citing works
Self-citationCompact conformations of α‐synuclein induced by alcohols and copper
Natalello, A., Benetti, F., Doglia, S. M., Legname, G., & Grandori, R. (2010) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.22909 · Cited by 51 · see citing works
Self-citationProton Dynamics in Protein Mass Spectrometry
Li, J., Lyu, W., Rossetti, G., Konijnenberg, A., Natalello, A., Ippoliti, E., Orozco, M., Sobott, F., Grandori, R., & Carloni, P. (2017) · The Journal of Physical Chemistry Letters · doi:10.1021/acs.jpclett.7b00127 · Cited by 47 · see citing works
Self-citationMass spectrometric analysis of protein–ligand interactions
Ishii, K., Noda, M., & Uchiyama, S. (2016) · Biophysics and Physicobiology · doi:10.2142/biophysico.13.0_87 · Cited by 46 · see citing works
Ion mobility–mass spectrometry as a tool to investigate protein–ligand interactions
Göth, M., & Pagel, K. (2017) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-017-0384-9 · Cited by 43 · see citing works
Protein Structural Analysis via Mass Spectrometry-Based Proteomics
Artigues, A., Nadeau, O. W., Rimmer, M. A., et al. (2016) · Advances in experimental medicine and biology · doi:10.1007/978-3-319-41448-5_19 · Cited by 41 · see citing works
Heme binds to an intrinsically disordered region of Bach2 and alters its conformation
Watanabe‐Matsui, M., Matsumoto, T., Matsui, T., Ikeda‐Saito, M., Muto, A., Murayama, K., & Igarashi, K. (2014) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2014.11.005 · Cited by 39 · see citing works
Conformational ensemble of human α-synuclein physiological form predicted by molecular simulations
Rossetti, G., Musiani, F., Abad, E., et al. (2015) · Physical Chemistry Chemical Physics · doi:10.1039/c5cp04549e · Cited by 36 · see citing works
Grandori, R., Santambrogio, C., Brocca, S., Invernizzi, G., & Lotti, M. (2009) · Biotechnology Journal · doi:10.1002/biot.200800250 · Cited by 35 · see citing works
Self-citationHierarchical design of artificial proteins and complexes toward synthetic structural biology
Arai, R. (2017) · Biophysical Reviews · doi:10.1007/s12551-017-0376-1 · Cited by 32 · see citing works
Martin, E. M., Jackson, M. P., Gamerdinger, M., Gense, K., Karamanos, T. K., Humes, J. R., Deuerling, E., Ashcroft, A. E., & Radford, S. E. (2018) · Journal of Biological Chemistry · doi:10.1074/jbc.ra117.001568 · Cited by 27 · see citing works
Lambrughi, M., Papaleo, E., Testa, L., Brocca, S., GIOIA, L. D., & Grandori, R. (2012) · Frontiers in Physiology · doi:10.3389/fphys.2012.00435 · Cited by 26 · see citing works
Self-citationBernetti, M., Masetti, M., Pietrucci, F., Blackledge, M. J., Jensen, M. R., Recanatini, M., Mollica, L., & Cavalli, A. (2017) · The Journal of Physical Chemistry B · doi:10.1021/acs.jpcb.7b08925 · Cited by 25 · see citing works
Brown, K. A., Sharifi, S., Hussain, R. H., et al. (2016) · Biochemistry · doi:10.1021/acs.biochem.6b00995 · Cited by 23 · see citing works
Han, M., Xu, J., Ren, Y., & Li, J. (2016) · Journal of Molecular Graphics and Modelling · doi:10.1016/j.jmgm.2016.06.015 · Cited by 22 · see citing works
Disulfide driven folding for a conditionally disordered protein
Fraga, H., Pujols, J., Gil-García, M., Roque, A., Bernardo‐Seisdedos, G., Santambrogio, C., Bech‐Serra, J. J., Canals, F., Bernadó, P., Grandori, R., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-17259-4 · Cited by 21 · see citing works
Self-citationFraga, H., Bech‐Serra, J. J., Canals, F., Ortega, G., Millet, Ó., & Ventura, S. (2014) · Journal of Biological Chemistry · doi:10.1074/jbc.m114.553479 · Cited by 20 · see citing works
Hagiwara, Y., Sieverling, L., Hanif, F., Anton, J., Dickinson, E. R., Bui, T. T. T., Andreeva, A. E., Barran, P. E., Cota, E., & Nikolova, P. V. (2016) · Scientific Reports · doi:10.1038/srep25182 · Cited by 20 · see citing works
Charge-state-distribution analysis of Bach2 intrinsically disordered heme binding region
Suenaga, T., Watanabe‐Matsui, M., Uejima, T., Shima, H., Matsui, T., Ikeda‐Saito, M., Shirouzu, M., Igarashi, K., & Murayama, K. (2016) · The Journal of Biochemistry · doi:10.1093/jb/mvw035 · Cited by 18 · see citing works
Raznikov, V. V., & Raznikova, M. O. (2009) · European Journal of Mass Spectrometry · doi:10.1255/ejms.994 · Cited by 15 · see citing works
The Meandering of Disordered Proteins in Conformational Space
Konrat, R. (2010) · Structure · doi:10.1016/j.str.2010.03.003 · Cited by 14 · see citing works
Santambrogio, C., Ricagno, S., Sobott, F., et al. (2011) · Journal of Mass Spectrometry · doi:10.1002/jms.1946 · Cited by 13 · see citing works
Self-citationRaznikova, M. O., & Raznikov, V. V. (2015) · Molecular Biology · doi:10.1134/s0026893315050143 · Cited by 7 · see citing works
Barran, P. E., & Baker, E. S. (2018) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2018.02.007 · Cited by 3 · see citing works
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- Authors
- Santambrogio, C., Natalello, A., Brocca, S., Ponzini, E., & Grandori, R.
- Affiliations
- University of Milano-Bicocca (IT)
- Corresponding author
- Grandori, Rita
- Venue
- PROTEOMICS
- Publisher
- Wiley
- Published
- 2018-11-29
- Volume
- 19
- Issue
- 6
- Pages
- e1800060-e1800060
- ISSN
- 1615-9853 (ISSN-L)
- 1615-9861
- OpenAlex
- W2898567411
- Cited by
- 51
- References
- 71
- Citations by year
- 2026: 5 · 2025: 7 · 2024: 2 · 2023: 7 · 2022: 12 · 2021: 8 · 2020: 5 · 2019: 5
- FWCI
- 0.57
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- PROTEOMICS (publishedVersion)
- PubMed (publishedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- Funders
- COST action (BM1403)
- Topics
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
- Keywords
- intrinsically disordered proteins, native mass spectrometry, conformational ensembles, solvent accessible surface area, collision cross sections, compaction index, protein classification
- MeSH terms
- Animals, Humans, Protein Conformation, Protein Folding, Spectrometry, Mass, Electrospray Ionization, Proteomics, Intrinsically Disordered Proteins
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