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Yang L, Zhao Y, Fu X, Zhang W, Xu W. Characterizing Protein Solvent Accessible Surface Area in Solution by Dual Polarity Native Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2025; 36:991-998. [PMID: 40168520 DOI: 10.1021/jasms.4c00465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/03/2025]
Abstract
Native mass spectrometry (nMS) is rapidly emerging as a pivotal technique for exploring protein conformations and protein-ligand interactions. Pioneering research has demonstrated that the charge state distribution (CSD) of proteins in native mass spectra can be indicative of their solvent accessible surface area (SASA). Moreover, beyond SASA, it is postulated that the abundance of acidic and basic amino acids on the protein surface may also impact the CSD. Specifically, basic amino acids tend to acquire positive charges during electrospray ionization (ESI), whereas acidic amino acids are prone to adopting negative charges. Consequently, this study investigates the CSDs of globular proteins in both positive and negative ion modes to provide a comprehensive characterization of protein SASA. Experiments were conducted under both native ESI and native nano-ESI conditions. By harnessing the average charges observed across dual polarity nMS data, we achieved significantly enhanced log linear correlations between protein SASA and its CSDs. The coefficient of determination (R2) improved from 0.9866 to 0.9888 under ESI conditions and from 0.9677 to 0.9902 under nano-ESI conditions when compared to models utilizing only positive ion mode data. These findings suggest that the SASA of globular proteins can be effectively characterized through the CSDs derived from dual polarity nMS analysis.
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Affiliation(s)
- Lei Yang
- School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China
| | - Yi Zhao
- School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China
| | - Xinyan Fu
- School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China
| | - Wenjing Zhang
- School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China
| | - Wei Xu
- School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China
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Sala D, Cosentino U, Ranaudo A, Greco C, Moro G. Dynamical Behavior and Conformational Selection Mechanism of the Intrinsically Disordered Sic1 Kinase-Inhibitor Domain. Life (Basel) 2020; 10:life10070110. [PMID: 32664566 PMCID: PMC7399826 DOI: 10.3390/life10070110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 07/02/2020] [Accepted: 07/08/2020] [Indexed: 01/04/2023] Open
Abstract
Intrinsically Disordered Peptides and Proteins (IDPs) in solution can span a broad range of conformations that often are hard to characterize by both experimental and computational methods. However, obtaining a significant representation of the conformational space is important to understand mechanisms underlying protein functions such as partner recognition. In this work, we investigated the behavior of the Sic1 Kinase-Inhibitor Domain (KID) in solution by Molecular Dynamics (MD) simulations. Our results point out that application of common descriptors of molecular shape such as Solvent Accessible Surface (SAS) area can lead to misleading outcomes. Instead, more appropriate molecular descriptors can be used to define 3D structures. In particular, we exploited Weighted Holistic Invariant Molecular (WHIM) descriptors to get a coarse-grained but accurate definition of the variegated Sic1 KID conformational ensemble. We found that Sic1 is able to form a variable amount of folded structures even in absence of partners. Among them, there were some conformations very close to the structure that Sic1 is supposed to assume in the binding with its physiological complexes. Therefore, our results support the hypothesis that this protein relies on the conformational selection mechanism to recognize the correct molecular partners.
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Affiliation(s)
- Davide Sala
- Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, P.zza della Scienza 2, 20126 Milano, Italy;
| | - Ugo Cosentino
- Dipartimento di Scienze dell’Ambiente e della Terra, Università di Milano-Bicocca, P.zza della Scienza 1, 20126 Milano, Italy; (U.C.); (A.R.)
| | - Anna Ranaudo
- Dipartimento di Scienze dell’Ambiente e della Terra, Università di Milano-Bicocca, P.zza della Scienza 1, 20126 Milano, Italy; (U.C.); (A.R.)
| | - Claudio Greco
- Dipartimento di Scienze dell’Ambiente e della Terra, Università di Milano-Bicocca, P.zza della Scienza 1, 20126 Milano, Italy; (U.C.); (A.R.)
- Correspondence: (C.G.); (G.M.)
| | - Giorgio Moro
- Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, P.zza della Scienza 2, 20126 Milano, Italy;
- Correspondence: (C.G.); (G.M.)
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3
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Conformational properties of intrinsically disordered proteins bound to the surface of silica nanoparticles. Biochim Biophys Acta Gen Subj 2018; 1862:1556-1564. [DOI: 10.1016/j.bbagen.2018.03.026] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 03/12/2018] [Accepted: 03/28/2018] [Indexed: 01/02/2023]
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Natalello A, Santambrogio C, Grandori R. Are Charge-State Distributions a Reliable Tool Describing Molecular Ensembles of Intrinsically Disordered Proteins by Native MS? JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2017; 28:21-28. [PMID: 27730522 DOI: 10.1007/s13361-016-1490-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 07/13/2016] [Accepted: 08/22/2016] [Indexed: 06/06/2023]
Abstract
Native mass spectrometry (MS) has become a central tool of structural proteomics, but its applicability to the peculiar class of intrinsically disordered proteins (IDPs) is still object of debate. IDPs lack an ordered tridimensional structure and are characterized by high conformational plasticity. Since they represent valuable targets for cancer and neurodegeneration research, there is an urgent need of methodological advances for description of the conformational ensembles populated by these proteins in solution. However, structural rearrangements during electrospray-ionization (ESI) or after the transfer to the gas phase could affect data obtained by native ESI-MS. In particular, charge-state distributions (CSDs) are affected by protein conformation inside ESI droplets, while ion mobility (IM) reflects protein conformation in the gas phase. This review focuses on the available evidence relating IDP solution ensembles with CSDs, trying to summarize cases of apparent consistency or discrepancy. The protein-specificity of ionization patterns and their responses to ligands and buffer conditions suggests that CSDs are imprinted to protein structural features also in the case of IDPs. Nevertheless, it seems that these proteins are more easily affected by electrospray conditions, leading in some cases to rearrangements of the conformational ensembles. Graphical Abstract ᅟ.
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Affiliation(s)
- Antonino Natalello
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126, Milan, Italy
| | - Carlo Santambrogio
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126, Milan, Italy
| | - Rita Grandori
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126, Milan, Italy.
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5
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Li J, Santambrogio C, Brocca S, Rossetti G, Carloni P, Grandori R. Conformational effects in protein electrospray-ionization mass spectrometry. MASS SPECTROMETRY REVIEWS 2016; 35:111-22. [PMID: 25952139 DOI: 10.1002/mas.21465] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 01/14/2015] [Indexed: 05/11/2023]
Abstract
Electrospray-ionization mass spectrometry (ESI-MS) is a key tool of structural biology, complementing the information delivered by conventional biochemical and biophysical methods. Yet, the mechanism behind the conformational effects in protein ESI-MS is an object of debate. Two parameters-solvent-accessible surface area (As) and apparent gas-phase basicity (GBapp)-are thought to play a role in controlling the extent of protein ionization during ESI-MS experiments. This review focuses on recent experimental and theoretical investigations concerning the influence of these parameters on ESI-MS results and the structural information that can be derived. The available evidence supports a unified model for the ionization mechanism of folded and unfolded proteins. These data indicate that charge-state distribution (CSD) analysis can provide valuable structural information on normally folded, as well as disordered structures.
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Affiliation(s)
- Jinyu Li
- Computational Biophysics, German Research School for Simulation Sciences, and Computational Biomedicine, Institute for Advanced Simulation IAS-5 and Institute of Neuroscience and Medicine INM-9, Forschungszentrum Jülich, 52425 Jülich, Germany
- Institute of Biochemistry and Molecular Biology, RWTH Aachen University, 52057 Aachen, Germany
| | - Carlo Santambrogio
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Stefania Brocca
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Giulia Rossetti
- Computational Biophysics, German Research School for Simulation Sciences, and Computational Biomedicine, Institute for Advanced Simulation IAS-5 and Institute of Neuroscience and Medicine INM-9, Forschungszentrum Jülich, 52425 Jülich, Germany
- Jülich Supercomputing Centre, Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Paolo Carloni
- Computational Biophysics, German Research School for Simulation Sciences, and Computational Biomedicine, Institute for Advanced Simulation IAS-5 and Institute of Neuroscience and Medicine INM-9, Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Rita Grandori
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
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Lambrughi M, Papaleo E, Testa L, Brocca S, De Gioia L, Grandori R. Intramolecular interactions stabilizing compact conformations of the intrinsically disordered kinase-inhibitor domain of Sic1: a molecular dynamics investigation. Front Physiol 2012. [PMID: 23189058 PMCID: PMC3504315 DOI: 10.3389/fphys.2012.00435] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Cyclin-dependent kinase inhibitors (CKIs) are key regulatory proteins of the eukaryotic cell cycle, which modulate cyclin-dependent kinase (Cdk) activity. CKIs perform their inhibitory effect by the formation of ternary complexes with a target kinase and its cognate cyclin. These regulators generally belong to the class of intrinsically disordered proteins (IDPs), which lack a well-defined and organized three-dimensional (3D) structure in their free state, undergoing folding upon binding to specific partners. Unbound IDPs are not merely random-coil structures, but can present intrinsically folded structural units (IFSUs) and collapsed conformations. These structural features can be relevant to protein function in vivo. The yeast CKI Sic1 is a 284-amino acid IDP that binds to Cdk1 in complex with the Clb5,6 cyclins, preventing phosphorylation of G1 substrates and, therefore, entrance to the S phase. Sic1 degradation, triggered by multiple phosphorylation events, promotes cell-cycle progression. Previous experimental studies pointed out a propensity of Sic1 and its isolated domains to populate both extended and compact conformations. The present contribution provides models for compact conformations of the Sic1 kinase-inhibitory domain (KID) by all-atom molecular dynamics (MD) simulations in explicit solvent and in the absence of interactors. The results are integrated by spectroscopic and spectrometric data. Helical IFSUs are identified, along with networks of intramolecular interactions. The results identify a group of putative hub residues and networks of electrostatic interactions, which are likely to be involved in the stabilization of the globular states.
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Affiliation(s)
- Matteo Lambrughi
- Department of Biotechnology and Biosciences, University of Milano-Bicocca Milan, Italy
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Barberis M. Sic1 as a timer of Clb cyclin waves in the yeast cell cycle--design principle of not just an inhibitor. FEBS J 2012; 279:3386-410. [PMID: 22356687 DOI: 10.1111/j.1742-4658.2012.08542.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Cellular systems biology aims to uncover design principles that describe the properties of biological networks through interaction of their components in space and time. The cell cycle is a complex system regulated by molecules that are integrated into functional modules to ensure genome integrity and faithful cell division. In budding yeast, cyclin-dependent kinases (Cdk1/Clb) drive cell cycle progression, being activated and inactivated in a precise temporal sequence. In this module, which we refer to as the 'Clb module', different Cdk1/Clb complexes are regulated to generate waves of Clb activity, a functional property of cell cycle control. The inhibitor Sic1 plays a critical role in the Clb module by binding to and blocking Cdk1/Clb activity, ultimately setting the timing of DNA replication and mitosis. Fifteen years of research subsequent to the identification of Sic1 have lead to the development of an integrative approach that addresses its role in regulating the Clb module. Sic1 is an intrinsically disordered protein and achieves its inhibitory function by cooperative binding, where different structural regions stretch on the Cdk1/Clb surface. Moreover, Sic1 promotes S phase entry, facilitating Cdk1/Clb5 nuclear transport, and therefore revealing a double function of inhibitor/activator that rationalizes a mechanism to prevent precocious DNA replication. Interestingly, the investigation of Clb temporal dynamics by mathematical modelling and experimental validation provides evidence that Sic1 acts as a timer to coordinate oscillations of Clb cyclin waves. Here we review these findings, focusing on the design principle underlying the Clb module, which highlights the role of Sic1 in regulating phase-specific Cdk1/Clb activities.
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Affiliation(s)
- Matteo Barberis
- Institute for Biology, Theoretical Biophysics, Humboldt University Berlin, Germany.
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8
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Molecular systems biology of Sic1 in yeast cell cycle regulation through multiscale modeling. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012; 736:135-67. [PMID: 22161326 DOI: 10.1007/978-1-4419-7210-1_7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Cell cycle control is highly regulated to guarantee the precise timing of events essential for cell growth, i.e., DNA replication onset and cell division. Failure of this control plays a role in cancer and molecules called cyclin-dependent kinase (Cdk) inhibitors (Ckis) exploit a critical function in cell cycle timing. Here we present a multiscale modeling where experimental and computational studies have been employed to investigate structure, function and temporal dynamics of the Cki Sic1 that regulates cell cycle progression in Saccharomyces cerevisiae. Structural analyses reveal molecular details of the interaction between Sic1 and Cdk/cyclin complexes, and biochemical investigation reveals Sic1 function in analogy to its human counterpart p27(Kip1), whose deregulation leads to failure in timing of kinase activation and, therefore, to cancer. Following these findings, a bottom-up systems biology approach has been developed to characterize modular networks addressing Sic1 regulatory function. Through complementary experimentation and modeling, we suggest a mechanism that underlies Sic1 function in controlling temporal waves of cyclins to ensure correct timing of the phase-specific Cdk activities.
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Uversky VN, Santambrogio C, Brocca S, Grandori R. Length-dependent compaction of intrinsically disordered proteins. FEBS Lett 2011; 586:70-3. [PMID: 22138473 DOI: 10.1016/j.febslet.2011.11.026] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2011] [Revised: 11/08/2011] [Accepted: 11/20/2011] [Indexed: 12/14/2022]
Abstract
This work investigates the effect of chain length on the degree of compaction of intrinsically disordered proteins (IDPs). The three main IDP types, native coil (NC), pre-molten globule (PMG) and molten globule (MG), are compared by means of a compaction index (CI) normalized for chain length. The results point out a strong variability of compactness as a function of chain length within each group, with larger proteins populating more compact states. While qualitative sequence features are responsible for the main differences among groups, chain length seems to have an unspecific effect modulating the extent of compaction within each group. The results are consistent with a cooperative character of the weak interactions responsible for chain collapse.
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Affiliation(s)
- Vladimir N Uversky
- Department of Molecular Medicine, College of Medicine, University of South Florida, Tampa, FL 33612, USA
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Brocca S, Testa L, Sobott F, Samalikova M, Natalello A, Papaleo E, Lotti M, De Gioia L, Doglia SM, Alberghina L, Grandori R. Compaction properties of an intrinsically disordered protein: Sic1 and its kinase-inhibitor domain. Biophys J 2011; 100:2243-52. [PMID: 21539793 DOI: 10.1016/j.bpj.2011.02.055] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2010] [Revised: 02/04/2011] [Accepted: 02/22/2011] [Indexed: 01/02/2023] Open
Abstract
IDPs in their unbound state can transiently acquire secondary and tertiary structure. Describing such intrinsic structure is important to understand the transition between free and bound state, leading to supramolecular complexes with physiological interactors. IDP structure is highly dynamic and, therefore, difficult to study by conventional techniques. This work focuses on conformational analysis of the KID fragment of the Sic1 protein, an IDP with a key regulatory role in the cell-cycle of Saccharomyces cerevisiae. FT-IR spectroscopy, ESI-MS, and IM measurements are used to capture dynamic and short-lived conformational states, probing both secondary and tertiary protein structure. The results indicate that the isolated Sic1 KID retains dynamic helical structure and populates collapsed states of different compactness. A metastable, highly compact species is detected. Comparison between the fragment and the full-length protein suggests that chain length is crucial to the stabilization of compact states of this IDP. The two proteins are compared by a length-independent compaction index.
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Affiliation(s)
- Stefania Brocca
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Milan, Italy
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Testa L, Brocca S, Grandori R. Charge-surface correlation in electrospray ionization of folded and unfolded proteins. Anal Chem 2011; 83:6459-63. [PMID: 21800882 DOI: 10.1021/ac201740z] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Electrospray-ionization mass spectrometry (ESI-MS) is widely used for protein studies. It has been shown that the extent of protein ionization under nondenaturing conditions correlates well with the solvent-accessible surface area of the tridimensional structure, for either folded monomers or multimeric complexes. The goal of this study was to test whether this relation holds for unfolded proteins as well. In order to overcome the paucity of structural data, the server ProtSA was used to model the conformational ensembles of proteins in the unfolded state and generate estimates of the average solvent accessibility. The results are analyzed along with literature data or original measurements by ESI-MS. It is found that the charge-to-surface relation holds for proteins in the unfolded state, free from solvent effects. A double-log plot is derived, in close agreement with published data for folded proteins. These results suggest that the solvent-accessible surface area is a key factor determining the extent of protein ionization by electrospray, independent of the conformational state. This conclusion helps rationalizing conformational effects in protein ESI-MS. The here reported relation can be used to predict the average solvent accessibility and, hence, the state of folding of unknown proteins from ESI-MS data.
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