The evolving contribution of mass spectrometry to integrative structural biology
Open accessAbstract
Protein complexes are key catalysts and regulators for the majority of cellular processes. Unveiling their assembly and structure is essential to understanding their function and mechanism of action. Although conventional structural techniques such as X-ray crystallography and NMR have solved the structure of important protein complexes, they cannot consistently deal with dynamic and heterogeneous assemblies, limiting their applications to small scale experiments. A novel methodological paradigm, integrative structural biology, aims at overcoming such limitations by combining complementary data sources into a comprehensive structural model. Recent applications have shown that a range of mass spectrometry (MS) techniques are able to generate interaction and spatial restraints (cross-linking MS) information on native complexes or to study the stoichiometry and connectivity of entire assemblies (native MS) rapidly, reliably, and from small amounts of substrate. Although these techniques by themselves do not solve structures, they do provide invaluable structural information and are thus ideally suited to contribute to integrative modeling efforts. The group of Brian Chait has made seminal contributions in the use of mass spectrometric techniques to study protein complexes. In this perspective, we honor the contributions of the Chait group and discuss concepts and milestones of integrative structural biology. We also review recent examples of integration of structural MS techniques with an emphasis on cross-linking MS. We then speculate on future MS applications that would unravel the dynamic nature of protein complexes upon diverse cellular states. Graphical Abstract ᅟ.
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Complementary measurement techniques are beneficial and may ultimately be necessary to gain a full understanding of biological structure across multiple scales.
“A core concept is that complementary measurement techniques are not only beneficial in general, but they may ultimately be necessary to gain a full understanding of biological structure across multiple scales.”
From Mapping the multiscale structure of biological systems (2021) · cites this paper as Faini et al., 2016
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Mass spectrometry-based proteomics
Aebersold, R., & Mann, M. (2003) · Nature · doi:10.1038/nature01511 · Cited by 6,955 · see citing works
Self-citationFunctional organization of the yeast proteome by systematic analysis of protein complexes
Gavin, A., Böesche, M., Krause, R., Grandi, P., Marzioch, M., Bauer, A., Schultz, J., Rick, J. M., Michon, A., Cruciat, C., et al. (2002) · Nature · doi:10.1038/415141a · Cited by 4,729 · see citing works
Global analysis of protein localization in budding yeast
Huh, W.-K., Falvo, J. V., Gerke, L. C., Carroll, A. S., Howson, R. W., Weissman, J. S., & O'Shea, E. K. (2003) · Nature · doi:10.1038/nature02026 · Cited by 4,248 · cited 1× · see citing works
“As such, the method offers the potential to be expanded to a genome-wide scale, taking advantage of the extensive collection of GFP-tagged strains [60].”
MethodThe Complete Atomic Structure of the Large Ribosomal Subunit at 2.4 Å Resolution
Ban, N., Nissen, P., Hansen, J., Moore, P. B., & Steitz, T. A. (2000) · Science · doi:10.1126/science.289.5481.905 · Cited by 3,327 · see citing works
Global landscape of protein complexes in the yeast Saccharomyces cerevisiae
Krogan, N. J., Cagney, G., Yu, H., Zhong, G., Guo, X., Ignatchenko, A., Li, J., Pu, S., Datta, N., Tikuisis, A., et al. (2006) · Nature · doi:10.1038/nature04670 · Cited by 2,915 · see citing works
A generic protein purification method for protein complex characterization and proteome exploration
Rigaut, G., Shevchenko, A., Rutz, B., Wilm, M., Mann, M., & Séraphin, B. (1999) · Nature Biotechnology · doi:10.1038/13732 · Cited by 2,707 · see citing works
Proteome survey reveals modularity of the yeast cell machinery
Gavin, A., Aloy, P., Grandi, P., Krause, R., Böesche, M., Marzioch, M., Rau, C., Jensen, L. J., Bastuck, S., Dümpelfeld, B., et al. (2006) · Nature · doi:10.1038/nature04532 · Cited by 2,544 · see citing works
The BioPlex network: a systematic exploration of the human interactome
Huttlin, E. L., Ting, L., Bruckner, R. J., Gebreab, F., Gygi, M. P., Szpyt, J., Tam, S., Zarraga, G., Colby, G., Baltier, K., et al. (2015) · Cell · doi:10.1016/j.cell.2015.06.043 · Cited by 1,425 · cited 1× · see citing works
“Combining protein identifications from multiple baits exposed a network of interactions within the cell and demonstrated a generic modular organization of the proteome first in yeast cells [3–5] and, more recently, in human cell lines [6, 7].”
BackgroundThe Yeast Nuclear Pore Complex
Rout, M. P., Aitchison, J. D., Suprapto, A., Hjertaas, K., Zhao, Y., & Chait, B. T. (2000) · The Journal of Cell Biology · doi:10.1083/jcb.148.4.635 · Cited by 1,403 · see citing works
Kühlbrandt, W. (2014) · Science · doi:10.1126/science.1251652 · Cited by 1,325 · see citing works
A Human Interactome in Three Quantitative Dimensions Organized by Stoichiometries and Abundances
Hein, M. Y., Hubner, N. C., Poser, I., Cox, J., Nagaraj, N., Toyoda, Y., Gak, I. A., Weisswange, I., Mansfeld, J., Buchholz, F., et al. (2015) · Cell · doi:10.1016/j.cell.2015.09.053 · Cited by 1,270 · see citing works
The molecular architecture of the nuclear pore complex
Alber, F., Dokudovskaya, S., Veenhoff, L. M., Zhang, W., Kipper, J., Devos, D. P., Suprapto, A., Karni-Schmidt, O., Williams, R., Chait, B. T., et al. (2007) · Nature · doi:10.1038/nature06405 · Cited by 1,059 · see citing works
Complete subunit architecture of the proteasome regulatory particle
Lander, G. C., Estrin, E., Matyskiela, M. E., Bashore, C., Nogales, E., & Martin, A. (2012) · Nature · doi:10.1038/nature10774 · Cited by 608 · see citing works
Identification of cross-linked peptides from complex samples
Yang, B., Wu, Y.-J., Zhu, M., Fan, S., Lin, J., Zhang, K., Li, S., Chi, H., Li, Y., Chen, H., et al. (2012) · Nature Methods · doi:10.1038/nmeth.2099 · Cited by 574 · see citing works
Determining the architectures of macromolecular assemblies
Alber, F., Dokudovskaya, S., Veenhoff, L. M., Zhang, W., Kipper, J., Devos, D. P., Suprapto, A., Karni-Schmidt, O., Williams, R., Chait, B. T., et al. (2007) · Nature · doi:10.1038/nature06404 · Cited by 525 · see citing works
Russel, D., Lasker, K., Webb, B., Velázquez-Muriel, J. A., Tjioe, E., Schneidman‐Duhovny, D., Peterson, B. E., & Šali, A. (2012) · PLoS Biology · doi:10.1371/journal.pbio.1001244 · Cited by 509 · see citing works
Baculovirus expression system for heterologous multiprotein complexes
Berger, I., Fitzgerald, D. J., & Richmond, T. J. (2004) · Nature Biotechnology · doi:10.1038/nbt1036 · Cited by 502 · see citing works
Katta, V., & Chait, B. T. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00022a058 · Cited by 476 · see citing works
Proteome-wide profiling of protein assemblies by cross-linking mass spectrometry
Liu, F., Rijkers, D. T. S., Post, H., & Heck, A. J. R. (2015) · Nature Methods · doi:10.1038/nmeth.3603 · Cited by 470 · see citing works
Probing protein structure by limited proteolysis.
Fontana, A., de Laureto, P. P., Spolaore, B., Frare, E., Picotti, P., & Zambonin, M. (2004) · Acta Biochimica Polonica · doi:10.18388/abp.2004_3573 · Cited by 467 · see citing works
Detection of noncovalent receptor-ligand complexes by mass spectrometry
Ganem, B., Li, Y., & Henion, J. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00016a069 · Cited by 464 · see citing works
Structure, Dynamics, Assembly, and Evolution of Protein Complexes
Marsh, J. A., & Teichmann, S. A. (2014) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-060614-034142 · Cited by 455 · see citing works
Katta, V., Chait, B. T., & Carr, S. A. (1991) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.1290050415 · Cited by 453 · see citing works
Molecular architecture of the 26S proteasome holocomplex determined by an integrative approach
Lasker, K., Förster, F. G., Bohn, S., Walzthoeni, T., Villa, E., Unverdorben, P., Beck, F., Aebersold, R. H., Šali, A., & Baumeister, W. P. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1120559109 · Cited by 442 · see citing works
Self-citationThe development of cryo-EM into a mainstream structural biology technique
Nogales, E. (2015) · Nature Methods · doi:10.1038/nmeth.3694 · Cited by 441 · see citing works
In situ structural analysis of the human nuclear pore complex
von Appen, A., Kosiński, J., Sparks, L., Ori, A., DiGuilio, A. L., Vollmer, B., Mackmull, M., Banterle, N., Parca, L., Kastritis, P. L., et al. (2015) · Nature · doi:10.1038/nature15381 · Cited by 411 · see citing works
Protein Complexes in the Gas Phase: Technology for Structural Genomics and Proteomics
Benesch, J. L. P., Ruotolo, B. T., Simmons, D. A., & Robinson, C. V. (2007) · Chemical Reviews · doi:10.1021/cr068289b · Cited by 408 · see citing works
The complete structure of the 55 S mammalian mitochondrial ribosome
Greber, B. J., Bieri, P., Leibundgut, M., Leitner, A., Aebersold, R. H., Boehringer, D., & Ban, N. (2015) · Science · doi:10.1126/science.aaa3872 · Cited by 395 · see citing works
Self-citationArchitecture of the RNA polymerase II–TFIIF complex revealed by cross‐linking and mass spectrometry
Chen, Z. A., Jawhari, A., Fischer, L., Buchen, C., Tahir, S., Kamenski, T., Rasmussen, M. I., Larivière, L., Wills, J. C., Nilges, M., et al. (2010) · The EMBO Journal · doi:10.1038/emboj.2009.401 · Cited by 391 · see citing works
Herzog, F., Kahraman, A., Boehringer, D., Mak, R., Bracher, A., Walzthoeni, T., Leitner, A., Beck, M., Hartl, F. U., Ban, N., et al. (2012) · Science · doi:10.1126/science.1221483 · Cited by 372 · see citing works
Self-citationLeitner, A., Faini, M., Stengel, F., & Aebersold, R. H. (2015) · Trends in Biochemical Sciences · doi:10.1016/j.tibs.2015.10.008 · Cited by 352 · see citing works
Self-citationStavroX—A Software for Analyzing Crosslinked Products in Protein Interaction Studies
Götze, M., Pettelkau, J., Schaks, S., Bosse, K., Ihling, C. H., Krauth, F., Fritzsche, R., Kühn, U., & Sinz, A. (2011) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-011-0261-2 · Cited by 345 · see citing works
Ganem, B., Li, Y. T., & Henion, J. D. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00020a085 · Cited by 331 · see citing works
False discovery rate estimation for cross-linked peptides identified by mass spectrometry
Walzthoeni, T., Claassen, M., Leitner, A., Herzog, F., Bohn, S., Förster, F. G., Beck, M., & Aebersold, R. H. (2012) · Nature Methods · doi:10.1038/nmeth.2103 · Cited by 301 · see citing works
Self-citationAutomated Assignment of MS/MS Cleavable Cross-Links in Protein 3D-Structure Analysis
Götze, M., Pettelkau, J., Fritzsche, R., Ihling, C. H., Schäfer, M., & Sinz, A. (2014) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-014-1001-1 · Cited by 242 · see citing works
Integrative Structural Biology
Ward, A. B., Šali, A., & Wilson, I. A. (2013) · Science · doi:10.1126/science.1228565 · Cited by 239 · see citing works
Maiolica, A., Cittaro, D., Borsotti, D., Sennels, L., Ciferri, C., Tarricone, C., Musacchio, A., & Rappsilber, J. (2007) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m700274-mcp200 · Cited by 236 · see citing works
Ruotolo, B. T., Hyung, S., Robinson, P. M., Giles, K., Bateman, R. H., & Robinson, C. V. (2007) · Angewandte Chemie International Edition · doi:10.1002/anie.200702161 · Cited by 229 · see citing works
Molecular Architecture of the 40S⋅eIF1⋅eIF3 Translation Initiation Complex
Erzberger, J. P., Stengel, F., Pellarin, R., Zhang, S., Schaefer, T., Aylett, C. H. S., Cimermančič, P., Boehringer, D., Šali, A., Aebersold, R. H., et al. (2014) · Cell · doi:10.1016/j.cell.2014.07.044 · Cited by 215 · see citing works
Self-citationCrystal structure of the 14-subunit RNA polymerase I
Fernández‐Tornero, C., Moreno‐Morcillo, M., Rashid, U. J., Taylor, N. M. I., Ruiz, F. M., Gruene, T., Legrand, P., Steuerwald, U., & Müller, C. W. (2013) · Nature · doi:10.1038/nature12636 · Cited by 194 · see citing works
Structural basis for the subunit assembly of the anaphase-promoting complex
Schreiber, A., Stengel, F., Zhang, Z., Enchev, R. I., Kong, E. H., Morris, E. P., Robinson, C. V., da Fonseca, P. C. A., & Barford, D. (2011) · Nature · doi:10.1038/nature09756 · Cited by 172 · see citing works
Self-citationCross-Link Guided Molecular Modeling with ROSETTA
Kahraman, A., Herzog, F., Leitner, A., Rosenberger, G., Aebersold, R. H., & Malmström, L. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073411 · Cited by 167 · see citing works
Self-citationShi, Y., Fernández-Martı́nez, J., Tjioe, E., Pellarin, R., Kim, S. J., Williams, R., Schneidman‐Duhovny, D., Šali, A., Rout, M. P., & Chait, B. T. (2014) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m114.041673 · Cited by 163 · see citing works
A mass spectrometry–based hybrid method for structural modeling of protein complexes
Politis, A., Stengel, F., Hall, Z., Hernández, H., Leitner, A., Walzthoeni, T., Robinson, C. V., & Aebersold, R. H. (2014) · Nature Methods · doi:10.1038/nmeth.2841 · Cited by 153 · see citing works
Self-citationMolecular architecture of the yeast Mediator complex
Robinson, P. J., Trnka, M. J., Pellarin, R., Greenberg, C. H., Bushnell, D. A., Davis, R., Burlingame, A. L., Sali, A., & Kornberg, R. D. (2015) · eLife · doi:10.7554/elife.08719 · Cited by 150 · see citing works
Schmidt, C., Zhou, M., Marriott, H., Morgner, N., Politis, A., & Robinson, C. V. (2013) · Nature Communications · doi:10.1038/ncomms2985 · Cited by 136 · see citing works
Weisbrod, C. R., Chavez, J. D., Eng, J. K., Yang, L., Zheng, C., & Bruce, J. E. (2013) · Journal of Proteome Research · doi:10.1021/pr3011638 · Cited by 131 · see citing works
Chemical cross‐linking and native mass spectrometry: A fruitful combination for structural biology
Sinz, A., Arlt, C., Chorev, D. S., & Sharon, M. (2015) · Protein Science · doi:10.1002/pro.2696 · Cited by 130 · see citing works
Sinz, A. (2014) · Expert Review of Proteomics · doi:10.1586/14789450.2014.960852 · Cited by 127 · see citing works
A strategy for dissecting the architectures of native macromolecular assemblies
Shi, Y., Pellarin, R., Fridy, P. C., Fernández-Martı́nez, J., Thompson, M. K., Li, Y., Wang, Q. J., Šali, A., Rout, M. P., & Chait, B. T. (2015) · Nature Methods · doi:10.1038/nmeth.3617 · Cited by 126 · see citing works
Walzthoeni, T., Joachimiak, Ł. A., Rosenberger, G., Röst, H. L., Malmström, L., Leitner, A., Frydman, J., & Aebersold, R. H. (2015) · Nature Methods · doi:10.1038/nmeth.3631 · Cited by 106 · see citing works
Self-citationArchitecture of the nuclear pore complex coat
Stuwe, T., Correia, A. R., Lin, D. H., Paduch, M., Lu, V., Kossiakoff, A. A., & Hoelz, A. (2015) · Science · doi:10.1126/science.aaa4136 · Cited by 104 · see citing works
Architecture of the Human and Yeast General Transcription and DNA Repair Factor TFIIH
Luo, J., Cimermančič, P., Viswanath, S., Ebmeier, C. C., Kim, B. K., Dehecq, M., Raman, V., Greenberg, C. H., Pellarin, R., Šali, A., et al. (2015) · Molecular Cell · doi:10.1016/j.molcel.2015.07.016 · Cited by 94 · see citing works
A histone fold TAF octamer within the yeast TFIID transcriptional coactivator.
Selleck, W., Howley, R., Fang, Q., Podolny, V., Fried, M. G., Buratowski, S., & Tan, S. (2001) · Nature Structural Biology · doi:10.1038/90408 · Cited by 85 · see citing works
Molecular Architecture and Function of the SEA Complex, a Modulator of the TORC1 Pathway*
Algret, R., Fernandez-Martinez, J., Shi, Y., Kim, S. J., Pellarin, R., Cimermancic, P., Cochet, E., Sali, A., Chait, B., Rout, M., et al. (2014) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m114.039388 · Cited by 84 · see citing works
Intra-Molecular Cross-Linking of Acidic Residues for Protein Structure Studies
Novák, P., & Kruppa, G. H. (2008) · European Journal of Mass Spectrometry · doi:10.1255/ejms.963 · Cited by 80 · see citing works
Tomko, R. J., Taylor, D. W., Chen, Z. A., Wang, H., Rappsilber, J., & Hochstrasser, M. (2015) · Cell · doi:10.1016/j.cell.2015.09.022 · Cited by 77 · see citing works
Advances in integrative modeling of biomolecular complexes
Karaca, E., & Bonvin, A. M. J. J. (2012) · Methods · doi:10.1016/j.ymeth.2012.12.004 · Cited by 76 · see citing works
Stengel, F., Aebersold, R. H., & Robinson, C. V. (2011) · Molecular & Cellular Proteomics · doi:10.1074/mcp.r111.014027 · Cited by 71 · see citing works
Self-citationLasker, K., Šali, A., & Wolfson, H. J. (2010) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.22845 · Cited by 67 · see citing works
Insight into cyanobacterial circadian timing from structural details of the KaiB–KaiC interaction
Snijder, J., Burnley, R. J., Wiegard, A., Melquiond, A. S. J., Bonvin, A. M. J. J., Axmann, I. M. I., & Heck, A. J. R. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1314326111 · Cited by 65 · see citing works
Mass Spectrometry as a Tool for Protein Crystallography
Cohen, S. L., & Chait, B. T. (2001) · Annual Review of Biophysics and Biomolecular Structure · doi:10.1146/annurev.biophys.30.1.67 · Cited by 59 · see citing works
Makowski, M. M., Willems, E., Jansen, P. W. T. C., & Vermeulen, M. (2015) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m115.053082 · Cited by 57 · see citing works
Yu, C., Mao, H., Novitsky, E. J., Tang, X., Rychnovsky, S. D., Zheng, N., & Huang, L. (2015) · Nature Communications · doi:10.1038/ncomms10053 · Cited by 43 · see citing works
Towards integrative structural mass spectrometry: Benefits from hybrid approaches
Marcoux, J., & Cianférani, S. (2015) · Methods · doi:10.1016/j.ymeth.2015.05.024 · Cited by 29 · see citing works
Petrotchenko, E. V., Makepeace, K. A. T., & Borchers, C. H. (2014) · Current Protocols in Bioinformatics · doi:10.1002/0471250953.bi0818s48 · Cited by 26 · see citing works
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Cross-Linking Mass Spectrometry: An Emerging Technology for Interactomics and Structural Biology
Yu, C., & Huang, L. (2017) · Analytical Chemistry · doi:10.1021/acs.analchem.7b04431 · Cited by 354 · see citing works
Piersimoni, L., Kastritis, P. L., Arlt, C., & Sinz, A. (2021) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00786 · Cited by 307 · see citing works
Sinz, A. (2018) · Angewandte Chemie International Edition · doi:10.1002/anie.201709559 · Cited by 192 · see citing works
Brosey, C. A., & Tainer, J. A. (2019) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2019.04.004 · Cited by 182 · see citing works
Recent progress in mass spectrometry-based strategies for elucidating protein–protein interactions
Low, T. Y., Syafruddin, S. E., Mohtar, M. A., Vellaichamy, A., Rahman, N. S. A., Pung, Y. F., & Tan, C. S. H. (2021) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-021-03856-0 · Cited by 109 · see citing works
Integration of Mass Spectrometry Data for Structural Biology
Britt, H. M., Cragnolini, T., & Thalassinos, K. (2021) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00356 · Cited by 84 · see citing works
Mapping the multiscale structure of biological systems
Schaffer, L. V., & Ideker, T. (2021) · Cell Systems · doi:10.1016/j.cels.2021.05.012 · Cited by 75 · see citing works
Lessons on enzyme kinetics from quantitative proteomics
Davidi, D., & Milo, R. (2017) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2017.02.007 · Cited by 72 · see citing works
Exploring the structure and dynamics of macromolecular complexes by native mass spectrometry
Erba, E. B., Signor, L., & Petosa, C. (2020) · Journal of Proteomics · doi:10.1016/j.jprot.2020.103799 · Cited by 49 · see citing works
Beveridge, R., & Calabrese, A. N. (2021) · Frontiers in Chemistry · doi:10.3389/fchem.2021.603639 · Cited by 47 · see citing works
Comparative Skeletal Muscle Proteomics Using Two-Dimensional Gel Electrophoresis
Murphy, S., Dowling, P., & Ohlendieck, K. (2016) · Proteomes · doi:10.3390/proteomes4030027 · Cited by 47 · see citing works
Martens, C., & Politis, A. (2020) · Protein Science · doi:10.1002/pro.3853 · Cited by 40 · see citing works
Structural mass spectrometry goes viral
Dülfer, J., Kádek, A., Kopicki, J.-D., Krichel, B., & Uetrecht, C. (2019) · Advances in virus research · doi:10.1016/bs.aivir.2019.07.003 · Cited by 35 · see citing works
Proteomic profiling of muscle fibre type shifting in neuromuscular diseases
Dowling, P., Murphy, S., & Ohlendieck, K. (2016) · Expert Review of Proteomics · doi:10.1080/14789450.2016.1209416 · Cited by 37 · see citing works
In Silico Studies of Small Molecule Interactions with Enzymes Reveal Aspects of Catalytic Function
Verma, R., & Mitchell‐Koch, K. R. (2017) · Catalysts · doi:10.3390/catal7070212 · Cited by 32 · see citing works
Integrative/Hybrid Modeling Approaches for Studying Biomolecules
Srivastava, A., Tiwari, S. P., Miyashita, O., & Tama, F. (2020) · Journal of Molecular Biology · doi:10.1016/j.jmb.2020.01.039 · Cited by 28 · see citing works
Combining Experimental Data and Computational Methods for the Non-Computer Specialist
Cárdenas, R., Martínez-Seoane, J., & Amero, C. (2020) · Molecules · doi:10.3390/molecules25204783 · Cited by 26 · see citing works
Na, S., & Paek, E. (2020) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2020.06.002 · Cited by 24 · see citing works
Improving Spectral Validation Rates in Hydrogen–Deuterium Exchange Data Analysis
Raval, S., Sarpe, V., Hepburn, M., Crowder, D. A., Zhang, T., Viner, R., & Schriemer, D. C. (2021) · Analytical Chemistry · doi:10.1021/acs.analchem.0c05045 · Cited by 23 · see citing works
Delhommel, F., Gabel, F., & Sattler, M. (2020) · Journal of Molecular Biology · doi:10.1016/j.jmb.2020.03.014 · Cited by 23 · see citing works
Leitner, A., Dorn, G., & Allain, F. H. ‐. (2019) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a032359 · Cited by 21 · see citing works
Chowdhury, S., Happonen, L., Khakzad, H., Malmström, L., & Malmström, J. A. (2020) · Medical Microbiology and Immunology · doi:10.1007/s00430-020-00663-5 · Cited by 18 · see citing works
Integrative modelling of cellular assemblies
Joseph, A. P., Polles, G., Alber, F., & Topf, M. (2017) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2017.07.001 · Cited by 15 · see citing works
Scalabrin, M., Dixit, S., Makshood, M. M., Krzemien, C. E., & Fabris, D. (2018) · Methods · doi:10.1016/j.ymeth.2018.05.001 · Cited by 16 · see citing works
Dasgupta, B., Miyashita, O., Uchihashi, T., & Tama, F. (2021) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2021.704274 · Cited by 14 · see citing works
Sinz, A. (2018) · Angewandte Chemie · doi:10.1002/ange.201709559 · Cited by 12 · see citing works
Bastos, V. A., Gomes‐Neto, F., da Rocha, S. B., Teixeira‐Ferreira, A., Perales, J., Neves‐Ferreira, A. G. C., & Valente, R. H. (2020) · Journal of Proteomics · doi:10.1016/j.jprot.2020.103761 · Cited by 9 · see citing works
Building Biological Relevance Into Integrative Modelling of Macromolecular Assemblies
Molza, A.-E., Westermaier, Y., Moutte, M., Ducrot, P., Danilowicz, C., Godoy, V. G., Prentiss, M. G., Robert, C. H., Baaden, M., & Prévost, C. (2022) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2022.826136 · Cited by 6 · see citing works
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Swati, B., Sýs, J., Machara, A., Petra, J., & Martin, H. (2024) · Journal of Proteomics · doi:10.1016/j.jprot.2024.105330 · Cited by 3 · see citing works
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Ohlendieck, K. (2017) · Methods in molecular biology · doi:10.1007/978-1-4939-7268-5_9 · Cited by 3 · see citing works
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Uversky, V. N., & Kurgan, L. (2023) · Current Protocols · doi:10.1002/cpz1.802 · Cited by 4 · see citing works
Advanced Technologies for Protein Complex Production and Characterization
Vega, M. C., & Fernández, F. J. (2024) · Advances in experimental medicine and biology · doi:10.1007/978-3-031-52193-5 · Cited by 3 · see citing works
Reporting on the future of integrative structural biology ORAU workshop
Sanabria, H. (2019) · Frontiers in bioscience · doi:10.2741/4794 · Cited by 2 · see citing works
Soares, B. D. S., da Rocha, S. B., Bastos, V. A., Lima, D. B., Carvalho, P. C., Gozzo, F. C., Demeler, B., Williams, T. L., Arnold, J., Henrickson, A., et al. (2022) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2021.787368 · Cited by 2 · see citing works
Cross‐linking Applications in Structural Proteomics
Petrotchenko, E. V., Serpa, J. J., & Borchers, C. H. (2019) · doi:10.1002/9781119081661.ch7 · Cited by 2 · see citing works
Erba, E. B., & Pastore, A. (2024) · Advances in experimental medicine and biology · doi:10.1007/978-3-031-52193-5_8 · Cited by 1 · see citing works
Proteome-scale studies of protein stability
Calloni, G., & Vabulas, R. M. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-819132-3.00004-x · Cited by 1 · see citing works
Svetlov, V. V., & Nudler, E. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/373829
Kim, S. J., Lim, S., & Yang, C. (2026) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2026.119932
- Authors
- Faini, M., Stengel, F., & Aebersold, R.
- Affiliations
- ETH Zurich (CH)
- University of Konstanz (DE)
- University of Zurich (CH)
- Corresponding author
- Aebersold, Ruedi
- Venue
- Journal of the American Society for Mass Spectrometry
- Publisher
- American Chemical Society (ACS)
- Published
- 2016-04-07
- Volume
- 27
- Issue
- 6
- Pages
- 966-974
- ISSN
- 1044-0305 (ISSN-L)
- PMC
- PMC4867889
- OpenAlex
- W2330858956
- Cited by
- 44
- References
- 66
- Citations by year
- 2026: 1 · 2024: 3 · 2023: 1 · 2022: 3 · 2021: 7 · 2020: 10 · 2019: 7 · 2018: 4 · 2017: 5 · 2016: 3
- FWCI
- 0.66
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Journal of the American Society for Mass Spectrometry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- KOPS (University of Konstanz) (submittedVersion, cc-by)
- Repository for Publications and Research Data (ETH Zurich) (submittedVersion, cc-by)
- ETH Zürich Research Collection (cc-by)
- Funders
- European Commission (201648, 233226, 115366)
- H2020 European Research Council (670821)
- FP7 Ideas: European Research Council (233226)
- Topics
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Keywords
- integrative structural biology, protein complexes, cross-linking mass spectrometry, native mass spectrometry, protein complex formation, stoichiometry, structural modeling
- MeSH terms
- Models, Molecular, Magnetic Resonance Spectroscopy, Proteins, Mass Spectrometry
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