1
|
Scaletti C, Russell PPS, Hebel KJ, Rickard MM, Boob M, Danksagmüller F, Taylor SA, Pogorelov TV, Gruebele M. Hydrogen bonding heterogeneity correlates with protein folding transition state passage time as revealed by data sonification. Proc Natl Acad Sci U S A 2024; 121:e2319094121. [PMID: 38768341 PMCID: PMC11145292 DOI: 10.1073/pnas.2319094121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 04/18/2024] [Indexed: 05/22/2024] Open
Abstract
Protein-protein and protein-water hydrogen bonding interactions play essential roles in the way a protein passes through the transition state during folding or unfolding, but the large number of these interactions in molecular dynamics (MD) simulations makes them difficult to analyze. Here, we introduce a state space representation and associated "rarity" measure to identify and quantify transition state passage (transit) events. Applying this representation to a long MD simulation trajectory that captured multiple folding and unfolding events of the GTT WW domain, a small protein often used as a model for the folding process, we identified three transition categories: Highway (faster), Meander (slower), and Ambiguous (intermediate). We developed data sonification and visualization tools to analyze hydrogen bond dynamics before, during, and after these transition events. By means of these tools, we were able to identify characteristic hydrogen bonding patterns associated with "Highway" versus "Meander" versus "Ambiguous" transitions and to design algorithms that can identify these same folding pathways and critical protein-water interactions directly from the data. Highly cooperative hydrogen bonding can either slow down or speed up transit. Furthermore, an analysis of protein-water hydrogen bond dynamics at the surface of WW domain shows an increase in hydrogen bond lifetime from folded to unfolded conformations with Ambiguous transitions as an outlier. In summary, hydrogen bond dynamics provide a direct window into the heterogeneity of transits, which can vary widely in duration (by a factor of 10) due to a complex energy landscape.
Collapse
Affiliation(s)
| | | | | | - Meredith M. Rickard
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL61801
| | - Mayank Boob
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL61801
| | | | - Stephen A. Taylor
- School of Music, University of Illinois Urbana-Champaign, Urbana, IL61801
| | - Taras V. Pogorelov
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL61801
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL61801
- School of Chemical Sciences, University of Illinois Urbana-Champaign, Urbana, IL61801
- Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL61801
- National Center for Supercomputer Applications, University of Illinois Urbana-Champaign, Urbana, IL61801
| | - Martin Gruebele
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL61801
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL61801
- Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL61801
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL61801
| |
Collapse
|
2
|
Sauer MA, Colburn T, Maiti S, Heyden M, Matyushov DV. Linear and Nonlinear Dielectric Response of Intrinsically Disordered Proteins. J Phys Chem Lett 2024; 15:5420-5427. [PMID: 38743557 DOI: 10.1021/acs.jpclett.4c00866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Linear and nonlinear dielectric responses of solutions of intrinsically disordered proteins (IDPs) were analyzed by combining molecular dynamics simulations with formal theories. A large increment of the linear dielectric function over that of the solvent is found and related to large dipole moments of IDPs. The nonlinear dielectric effect (NDE) of the IDP far exceeds that of the bulk electrolyte, offering a route to interrogate protein conformational and rotational statistics and dynamics. Conformational flexibility of the IDP makes the dipole moment statistics consistent with the gamma/log-normal distributions and contributes to the NDE through the dipole moment's non-Gaussian parameter. The intrinsic non-Gaussian parameter of the dipole moment combines with the protein osmotic compressibility in the nonlinear dielectric susceptibility when dipolar correlations are screened by the electrolyte. The NDE is dominated by dipolar correlations when electrolyte screening is reduced.
Collapse
Affiliation(s)
- Michael A Sauer
- School of Molecular Sciences, Arizona State University, PO Box 871504, Tempe, Arizona 85287-1504, United States
| | - Taylor Colburn
- Department of Physics, Arizona State University, PO Box 871504, Tempe, Arizona 85287-1504, United States
| | - Sthitadhi Maiti
- School of Molecular Sciences, Arizona State University, PO Box 871504, Tempe, Arizona 85287-1504, United States
| | - Matthias Heyden
- School of Molecular Sciences, Arizona State University, PO Box 871504, Tempe, Arizona 85287-1504, United States
| | - Dmitry V Matyushov
- School of Molecular Sciences and Department of Physics, Arizona State University, PO Box 871504, Tempe, Arizona 85287-1504, United States
| |
Collapse
|
3
|
Krevert C, Chavez D, Chatterjee S, Stelzl LS, Pütz S, Roeters SJ, Rudzinski JF, Fawzi NL, Girard M, Parekh SH, Hunger J. Liquid-Liquid Phase Separation of the Intrinsically Disordered Domain of the Fused in Sarcoma Protein Results in Substantial Slowing of Hydration Dynamics. J Phys Chem Lett 2023; 14:11224-11234. [PMID: 38056002 PMCID: PMC10726384 DOI: 10.1021/acs.jpclett.3c02790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 11/30/2023] [Accepted: 12/01/2023] [Indexed: 12/08/2023]
Abstract
Formation of liquid condensates plays a critical role in biology via localization of different components or via altered hydrodynamic transport, yet the hydrogen-bonding environment within condensates, pivotal for solvation, has remained elusive. We explore the hydrogen-bond dynamics within condensates formed by the low-complexity domain of the fused in sarcoma protein. Probing the hydrogen-bond dynamics sensed by condensate proteins using two-dimensional infrared spectroscopy of the protein amide I vibrations, we find that frequency-frequency correlations of the amide I vibration decay on a picosecond time scale. Interestingly, these dynamics are markedly slower for proteins in the condensate than in a homogeneous protein solution, indicative of different hydration dynamics. All-atom molecular dynamics simulations confirm that lifetimes of hydrogen-bonds between water and the protein are longer in the condensates than in the protein in solution. Altered hydrogen-bonding dynamics may contribute to unique solvation and reaction dynamics in such condensates.
Collapse
Affiliation(s)
- Carola
S. Krevert
- Department
of Molecular Spectroscopy, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Daniel Chavez
- Department
of Polymer Theory, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Sayantan Chatterjee
- Department
of Molecular Spectroscopy, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
- Department
of Biomedical Engineering, The University
of Texas at Austin, 107
West Dean Keeton Street, Stop C0800, Austin, Texas 78712, United States
| | - Lukas S. Stelzl
- KOMET 1,
Institute of Physics, Johannes Gutenberg
University, Staudingerweg 7, 55099 Mainz, Germany
- Faculty of
Biology, Johannes Gutenberg University Mainz, Gresemundweg 2, 55128 Mainz, Germany
- Institute
of Molecular Biology (IMB), Ackermannweg 2, 55128 Mainz, Germany
| | - Sabine Pütz
- Department
of Molecular Spectroscopy, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Steven J. Roeters
- Department
of Chemistry, Aarhus University, Langelandsgade 140, 8000 Aarhus C, Denmark
- Department
of Anatomy and Neurosciences, Amsterdam
UMC, Vrije Universiteit, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Joseph F. Rudzinski
- Department
of Polymer Theory, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
- IRIS
Adlershof, Humboldt-Universität zu
Berlin, Zum Großen
Windkanal 2, 12489 Berlin, Germany
| | - Nicolas L. Fawzi
- Department
of Molecular Biology, Cell Biology, and Biochemistry, Brown University, 70 Ship Street, Providence, Rhode Island 02912, United States
| | - Martin Girard
- Department
of Polymer Theory, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| | - Sapun H. Parekh
- Department
of Molecular Spectroscopy, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
- Department
of Biomedical Engineering, The University
of Texas at Austin, 107
West Dean Keeton Street, Stop C0800, Austin, Texas 78712, United States
| | - Johannes Hunger
- Department
of Molecular Spectroscopy, Max Planck Institute
for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
| |
Collapse
|