1
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Barragan AM, Ghaby K, Pond MP, Roux B. Computational Investigation of the Covalent Inhibition Mechanism of Bruton's Tyrosine Kinase by Ibrutinib. J Chem Inf Model 2024; 64:3488-3502. [PMID: 38546820 DOI: 10.1021/acs.jcim.4c00023] [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: 04/23/2024]
Abstract
Covalent inhibitors represent a promising class of therapeutic compounds. Nonetheless, rationally designing covalent inhibitors to achieve a right balance between selectivity and reactivity remains extremely challenging. To better understand the covalent binding mechanism, a computational study is carried out using the irreversible covalent inhibitor of Bruton tyrosine kinase (BTK) ibrutinib as an example. A multi-μs classical molecular dynamics trajectory of the unlinked inhibitor is generated to explore the fluctuations of the compound associated with the kinase binding pocket. Then, the reaction pathway leading to the formation of the covalent bond with the cysteine residue at position 481 via a Michael addition is determined using the string method in collective variables on the basis of hybrid quantum mechanical-molecular mechanical (QM/MM) simulations. The reaction pathway shows a strong correlation between the covalent bond formation and the protonation/deprotonation events taking place sequentially in the covalent inhibition reaction, consistent with a 3-step reaction with transient thiolate and enolates intermediate states. Two possible atomistic mechanisms affecting deprotonation/protonation events from the thiolate to the enolate intermediate were observed: a highly correlated direct pathway involving proton transfer to the Cα of the acrylamide warhead from the cysteine involving one or a few water molecules and a more indirect pathway involving a long-lived enolate intermediate state following the escape of the proton to the bulk solution. The results are compared with experiments by simulating the long-time kinetics of the reaction using kinetic modeling.
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Affiliation(s)
- Angela M Barragan
- Department of Biochemistry and Molecular Biology, The University of Chicago, 929 E 57th Street, Chicago, Illinois 60637, United States
| | - Kyle Ghaby
- Department of Biochemistry and Molecular Biology, The University of Chicago, 929 E 57th Street, Chicago, Illinois 60637, United States
| | - Matthew P Pond
- Department of Biochemistry and Molecular Biology, The University of Chicago, 929 E 57th Street, Chicago, Illinois 60637, United States
| | - Benoît Roux
- Department of Biochemistry and Molecular Biology, The University of Chicago, 929 E 57th Street, Chicago, Illinois 60637, United States
- Department of Chemistry, The University of Chicago, 5735 S Ellis Avenue, Chicago, Illinois 60637, United States
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2
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Cordes MS, Gallagher ES. Molecular Dynamics Simulations of Native Protein Charging via Proton Transfer during Electrospray Ionization with Grotthuss Diffuse H 3O . Anal Chem 2024; 96:4146-4153. [PMID: 38427846 DOI: 10.1021/acs.analchem.3c05089] [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: 03/03/2024]
Abstract
Unraveling the mechanism by which native proteins are charged through electrospray ionization (ESI) has been the focus of considerable research because observable charge states can be correlated to biophysical characteristics, such as protein folding and, thus, solution conformation. Difficulties in characterizing electrosprayed droplets have catalyzed the use of molecular dynamics (MD) to provide insights into the mechanisms by which proteins are charged and transferred to the gas phase. However, prior MD studies have utilized metal ions, primarily Na+, as charge carriers, even though proteins are primarily detected as protonated ions in the mass spectra. Here, we propose a modified MD protocol for simulating discrete Grotthuss diffuse H3O+ that is capable of dynamically altering amino-acid protonation states to model electrospray charging and gaseous ion formation of model proteins, ubiquitin, and myoglobin. Application of the protocol to the evaporation of acidic droplets enables a molecular perspective of H3O+ coordination and proton transfer to/from proteins, which is unfeasible with the metal charge carriers used in previous MD studies of ESI. Our protocol recreates experimentally observed charge-state distributions and supports the charge residue model (CRM) as the dominant mechanism of native protein ionization during ESI. Additionally, our results suggest that protonation is highly specific to individual residues and is correlated to the formation of localized hydrated regions on the protein surface as droplets desolvate. Considering the use of discrete H3O+ instead of Na+, the developed protocol is a necessary step toward developing a more comprehensive model of protein ionization during ESI.
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Affiliation(s)
- Michael S Cordes
- Department of Chemistry and Biochemistry, Baylor University, Waco, Texas 76798, United States
| | - Elyssia S Gallagher
- Department of Chemistry and Biochemistry, Baylor University, Waco, Texas 76798, United States
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3
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Ptushenko VV, Knorre DD, Glagoleva ES. The Photoprotective Protein PsbS from Green Microalga Lobosphaera incisa: The Amino Acid Sequence, 3D Structure and Probable pH-Sensitive Residues. Int J Mol Sci 2023; 24:15060. [PMID: 37894741 PMCID: PMC10606523 DOI: 10.3390/ijms242015060] [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: 08/24/2023] [Revised: 10/04/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
PsbS is one of the key photoprotective proteins, ensuring the tolerance of the photosynthetic apparatus (PSA) of a plant to abrupt changes in irradiance. Being a component of photosystem II, it provides the formation of quenching centers for excited states of chlorophyll in the photosynthetic antenna with an excess of light energy. The signal for "turning on" the photoprotective function of the protein is an excessive decrease in pH in the thylakoid lumen occurring when all the absorbed light energy (stored in the form of transmembrane proton potential) cannot be used for carbon assimilation. Hence, lumen-exposed protonatable amino acid residues that could serve as pH sensors are the essential components of PsbS-dependent photoprotection, and their pKa values are necessary to describe it. Previously, calculations of the lumen-exposed protonatable residue pKa values in PsbS from spinach were described in the literature. However, it has recently become clear that PsbS, although typical of higher plants and charophytes, can also provide photoprotection in green algae. Namely, the stress-induced expression of PsbS was recently shown for two green microalgae species: Chlamydomonas reinhardtii and Lobosphaera incisa. Therefore, we determined the amino acid sequence and modeled the three-dimensional structure of the PsbS from L. incisa, as well as calculated the pKa values of its lumen-exposed protonatable residues. Despite significant differences in amino acid sequence, proteins from L. incisa and Spinacia oleracea have similar three-dimensional structures. Along with the other differences, one of the two pH-sensing glutamates in PsbS from S. oleracea (namely, Glu-173) has no analogue in L. incisa protein. Moreover, there are only four glutamate residues in the lumenal region of the L. incisa protein, while there are eight glutamates in S. oleracea. However, our calculations show that, despite the relative deficiency in protonatable residues, at least two residues of L. incisa PsbS can be considered probable pH sensors: Glu-87 and Lys-196.
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Affiliation(s)
- Vasily V. Ptushenko
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, 119992 Moscow, Russia
- Emanuel Institute of Biochemical Physics, Russian Academy of Sciences, 119334 Moscow, Russia
| | - Dmitry D. Knorre
- Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, 119992 Moscow, Russia
| | - Elena S. Glagoleva
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, 119992 Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, 119991 Moscow, Russia
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4
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Raum HN, Fisher SZ, Weininger U. Energetics and dynamics of the proton shuttle of carbonic anhydrase II. Cell Mol Life Sci 2023; 80:286. [PMID: 37688664 PMCID: PMC10492700 DOI: 10.1007/s00018-023-04936-z] [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: 05/19/2023] [Revised: 07/26/2023] [Accepted: 08/23/2023] [Indexed: 09/11/2023]
Abstract
Human carbonic anhydrase II catalyzes the reversible reaction of carbon dioxide and water to form bicarbonate and a proton. His64-mediated proton shuttling between the active site and the bulk solvent is rate limiting. Here we investigate the protonation behavior of His64 as well as its structural and dynamic features in a pH dependent way. We derive two pKa values for His64, 6.25 and 7.60, that we were able to assign to its inward and outward conformation. Furthermore, we show that His64 exists in both conformations equally, independent of pH. Both conformations display an equal distribution of their two neutral tautomeric states. The life time of each conformation is short and both states display high flexibility within their orientation. Therefore, His64 is never static, but rather poised to change conformation. These findings support an energetic, dynamic and solution ensemble-based framework for the high enzymatic activity of human carbonic anhydrase II.
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Affiliation(s)
- Heiner N Raum
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany
| | - Suzanne Zoë Fisher
- Department of Biology and Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362, Lund, Sweden
- Scientific Activities Division, European Spallation Source ERIC, P.O. Box 176, 22100, Lund, Sweden
| | - Ulrich Weininger
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany.
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5
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Zhou Y, Bie C, van Zijl PC, Yadav NN. The relayed nuclear Overhauser effect in magnetization transfer and chemical exchange saturation transfer MRI. NMR IN BIOMEDICINE 2023; 36:e4778. [PMID: 35642102 PMCID: PMC9708952 DOI: 10.1002/nbm.4778] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 05/19/2022] [Accepted: 05/29/2022] [Indexed: 05/23/2023]
Abstract
Magnetic resonance (MR) is a powerful technique for noninvasively probing molecular species in vivo but suffers from low signal sensitivity. Saturation transfer (ST) MRI approaches, including chemical exchange saturation transfer (CEST) and conventional magnetization transfer contrast (MTC), allow imaging of low-concentration molecular components with enhanced sensitivity using indirect detection via the abundant water proton pool. Several recent studies have shown the utility of chemical exchange relayed nuclear Overhauser effect (rNOE) contrast originating from nonexchangeable carbon-bound protons in mobile macromolecules in solution. In this review, we describe the mechanisms leading to the occurrence of rNOE-based signals in the water saturation spectrum (Z-spectrum), including those from mobile and immobile molecular sources and from molecular binding. While it is becoming clear that MTC is mainly an rNOE-based signal, we continue to use the classical MTC nomenclature to separate it from the rNOE signals of mobile macromolecules, which we will refer to as rNOEs. Some emerging applications of the use of rNOEs for probing macromolecular solution components such as proteins and carbohydrates in vivo or studying the binding of small substrates are discussed.
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Affiliation(s)
- Yang Zhou
- Key Laboratory for Magnetic Resonance and Multimodality Imaging of Guangdong Province, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, 1068 Xueyuan Avenue, Shenzhen University Town, Shenzhen, Guangdong 518055 (China)
| | - Chongxue Bie
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 707 N. Broadway, Baltimore MD 21205 (USA)
- The Russell H. Morgan Department of Radiology, The Johns Hopkins University School of Medicine, 720 Rutland Ave, Baltimore, MD 21205 (USA)
- Department of Information Science and Technology, Northwest University, No.1 Xuefu Avenue, Xi’an, Shanxi 710127 (China)
| | - Peter C.M. van Zijl
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 707 N. Broadway, Baltimore MD 21205 (USA)
- The Russell H. Morgan Department of Radiology, The Johns Hopkins University School of Medicine, 720 Rutland Ave, Baltimore, MD 21205 (USA)
| | - Nirbhay N. Yadav
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, 707 N. Broadway, Baltimore MD 21205 (USA)
- The Russell H. Morgan Department of Radiology, The Johns Hopkins University School of Medicine, 720 Rutland Ave, Baltimore, MD 21205 (USA)
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6
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Kannan A, Chinn M, Izadi S, Maier A, Dvornicky J, Fedesco M, Day E, Ladiwala A, Woys A. Predicting Formulation Conditions During Ultrafiltration and Dilution to Drug Substance Using a Donnan Model with Homology-Model Based Protein Charge. J Pharm Sci 2023; 112:820-829. [PMID: 36336103 DOI: 10.1016/j.xphs.2022.10.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 10/26/2022] [Accepted: 10/27/2022] [Indexed: 11/06/2022]
Abstract
In the manufacturing of therapeutic monoclonal antibodies (mAbs), the final steps of the purification process are typically ultrafiltration/diafiltration (UF/DF), dilution, and conditioning. These steps are developed such that the final drug substance (DS) is formulated to the desired mAb, buffer, and excipient concentrations. To develop these processes, process and formulation development scientists often perform experiments to account for the Gibbs-Donnan and volume-exclusion effects during UF/DF, which affect the output pH and buffer concentration of the UF/DF process. This work describes the development of an in silico model for predicting the DS pH and buffer concentration after accounting for the Gibbs-Donnan and volume-exclusion effects during the UF/DF operation and the subsequent dilution and conditioning steps. The model was validated using statistical analysis to compare model predictions against experimental results for nine molecules of varying protein concentrations and formulations. In addition, our results showed that the structure-based in silico approach used to calculate the protein charge was more accurate than a sequence-based approach. Finally, we used the model to gain fundamental insights about the Gibbs-Donnan effect by highlighting the role of the protein charge concentration (the protein concentration multiplied with protein charge at the formulation pH) on the Gibbs-Donnan effect. Overall, this work demonstrates that the Gibbs-Donnan and volume-exclusions effects can be predicted using an in silico model, potentially alleviating the need for experiments.
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Affiliation(s)
- Aadithya Kannan
- Department of Pharmaceutical Sciences, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Michael Chinn
- Department of Purification Development, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Saeed Izadi
- Department of Pharmaceutical Sciences, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Andrew Maier
- Department of Purification Development, 1 DNA Way, South San Francisco, CA 94080, United States
| | - James Dvornicky
- Department of Purification Development, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Mark Fedesco
- Department of Purification Development, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Eric Day
- Department of Pharmaceutical Sciences, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Asif Ladiwala
- Department of Purification Development, 1 DNA Way, South San Francisco, CA 94080, United States
| | - Ann Woys
- Department of Pharmaceutical Sciences, 1 DNA Way, South San Francisco, CA 94080, United States.
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7
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Mollazadeh S, Babaei S, Ostadhassan M, Yazdian-Robati R. Concentration-dependent assembly of Bovine serum albumin molecules in the doxorubicin loading process: Molecular dynamics simulation. Colloids Surf A Physicochem Eng Asp 2022. [DOI: 10.1016/j.colsurfa.2022.128429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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8
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Dreydoppel M, Balbach J, Weininger U. Monitoring protein unfolding transitions by NMR-spectroscopy. JOURNAL OF BIOMOLECULAR NMR 2022; 76:3-15. [PMID: 34984658 PMCID: PMC9018662 DOI: 10.1007/s10858-021-00389-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/28/2021] [Indexed: 06/01/2023]
Abstract
NMR-spectroscopy has certain unique advantages for recording unfolding transitions of proteins compared e.g. to optical methods. It enables per-residue monitoring and separate detection of the folded and unfolded state as well as possible equilibrium intermediates. This allows a detailed view on the state and cooperativity of folding of the protein of interest and the correct interpretation of subsequent experiments. Here we summarize in detail practical and theoretical aspects of such experiments. Certain pitfalls can be avoided, and meaningful simplification can be made during the analysis. Especially a good understanding of the NMR exchange regime and relaxation properties of the system of interest is beneficial. We show by a global analysis of signals of the folded and unfolded state of GB1 how accurate values of unfolding can be extracted and what limits different NMR detection and unfolding methods. E.g. commonly used exchangeable amides can lead to a systematic under determination of the thermodynamic protein stability. We give several perspectives of how to deal with more complex proteins and how the knowledge about protein stability at residue resolution helps to understand protein properties under crowding conditions, during phase separation and under high pressure.
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Affiliation(s)
- Matthias Dreydoppel
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany
| | - Jochen Balbach
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany
| | - Ulrich Weininger
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany.
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9
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Banerjee S, Muderspach SJ, Tandrup T, Frandsen KEH, Singh RK, Ipsen JØ, Hernández-Rollán C, Nørholm MHH, Bjerrum MJ, Johansen KS, Lo Leggio L. Protonation State of an Important Histidine from High Resolution Structures of Lytic Polysaccharide Monooxygenases. Biomolecules 2022; 12:biom12020194. [PMID: 35204695 PMCID: PMC8961595 DOI: 10.3390/biom12020194] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 01/09/2022] [Accepted: 01/15/2022] [Indexed: 02/01/2023] Open
Abstract
Lytic Polysaccharide Monooxygenases (LPMOs) oxidatively cleave recalcitrant polysaccharides. The mechanism involves (i) reduction of the Cu, (ii) polysaccharide binding, (iii) binding of different oxygen species, and (iv) glycosidic bond cleavage. However, the complete mechanism is poorly understood and may vary across different families and even within the same family. Here, we have investigated the protonation state of a secondary co-ordination sphere histidine, conserved across AA9 family LPMOs that has previously been proposed to be a potential proton donor. Partial unrestrained refinement of newly obtained higher resolution data for two AA9 LPMOs and re-refinement of four additional data sets deposited in the PDB were carried out, where the His was refined without restraints, followed by measurements of the His ring geometrical parameters. This allowed reliable assignment of the protonation state, as also validated by following the same procedure for the His brace, for which the protonation state is predictable. The study shows that this histidine is generally singly protonated at the Nε2 atom, which is close to the oxygen species binding site. Our results indicate robustness of the method. In view of this and other emerging evidence, a role as proton donor during catalysis is unlikely for this His.
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Affiliation(s)
- Sanchari Banerjee
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
| | - Sebastian J. Muderspach
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
| | - Tobias Tandrup
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
| | - Kristian Erik Høpfner Frandsen
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
- Department of Plant & Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg C, DK-1871 Copenhagen, Denmark;
| | - Raushan K. Singh
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
| | - Johan Ørskov Ipsen
- Department of Plant & Environmental Sciences, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg C, DK-1871 Copenhagen, Denmark;
- Department of Geoscience & Natural Resource Management, University of Copenhagen, Frederiksberg 5, DK-1958 Copenhagen, Denmark;
| | - Cristina Hernández-Rollán
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet Building 220, DK-2800 Kongens Lyngby, Denmark; (C.H.-R.); (M.H.H.N.)
| | - Morten H. H. Nørholm
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet Building 220, DK-2800 Kongens Lyngby, Denmark; (C.H.-R.); (M.H.H.N.)
| | - Morten J. Bjerrum
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
| | - Katja Salomon Johansen
- Department of Geoscience & Natural Resource Management, University of Copenhagen, Frederiksberg 5, DK-1958 Copenhagen, Denmark;
| | - Leila Lo Leggio
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark; (S.B.); (S.J.M.); (T.T.); (K.E.H.F.); (R.K.S.); (M.J.B.)
- Correspondence:
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10
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Awoonor-Williams E, Rowley CN. Modeling the Binding and Conformational Energetics of a Targeted Covalent Inhibitor to Bruton's Tyrosine Kinase. J Chem Inf Model 2021; 61:5234-5242. [PMID: 34590480 DOI: 10.1021/acs.jcim.1c00897] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Targeted covalent inhibitors (TCIs) bind to their targets in both covalent and noncovalent modes, providing exceptionally high affinity and selectivity. These inhibitors have been effectively employed as inhibitors of protein kinases, with Taunton and coworkers (Nat. Chem. Biol. 2015, 11, 525-531) reporting a notable example of a TCI with a cyanoacrylamide warhead that forms a covalent thioether linkage to an active-site cysteine (Cys481) of Bruton's tyrosine kinase (BTK). The specific mechanism of the binding and the relative importance of the covalent and noncovalent interactions is difficult to determine experimentally, and established simulation methods for calculating the absolute binding affinity of an inhibitor cannot describe the covalent bond-forming steps. Here, an integrated approach using alchemical free-energy perturbation and QM/MM molecular dynamics methods was employed to model the complete Gibbs energy profile for the covalent inhibition of BTK by a cyanoacrylamide TCI. These calculations provide a rigorous and complete absolute Gibbs energy profile of the covalent modification binding process. Following a classic thiol-Michael addition mechanism, the target cysteine is deprotonated to form a nucleophilic thiolate, which then undergoes a facile conjugate addition to the electrophilic functional group to form a bond with the noncovalently bound ligand. This model predicts that the formation of the covalent linkage is highly exergonic relative to the noncovalent binding alone. Nevertheless, noncovalent interactions between the ligand and individual amino acid residues in the binding pocket of the enzyme are also essential for ligand binding, particularly van der Waals dispersion forces, which have a larger contribution to the binding energy than the covalent component in absolute terms. This model also shows that the mechanism of covalent modification of a protein occurs through a complex series of steps and that entropy, conformational flexibility, noncovalent interactions, and the formation of covalent linkage are all significant factors in the ultimate binding affinity of a covalent drug to its target.
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Affiliation(s)
- Ernest Awoonor-Williams
- Department of Chemistry, Memorial University of Newfoundland, St. John's, Newfoundland A1B 3X9, Canada
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11
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Bengs C, Dagys L, Moustafa GAI, Whipham JW, Sabba M, Kiryutin AS, Ivanov KL, Levitt MH. Nuclear singlet relaxation by chemical exchange. J Chem Phys 2021; 155:124311. [PMID: 34598559 DOI: 10.1063/5.0066182] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The population imbalance between nuclear singlet states and triplet states of strongly coupled spin-1/2 pairs, also known as nuclear singlet order, is well protected against several common relaxation mechanisms. We study the nuclear singlet relaxation of 13C pairs in aqueous solutions of 1,2-13C2 squarate over a range of pH values. The 13C singlet order is accessed by introducing 18O nuclei in order to break the chemical equivalence. The squarate dianion is in chemical equilibrium with hydrogen-squarate (SqH-) and squaric acid (SqH2) characterized by the dissociation constants pK1 = 1.5 and pK2 = 3.4. Surprisingly, we observe a striking increase in the singlet decay time constants TS when the pH of the solution exceeds ∼10, which is far above the acid-base equilibrium points. We derive general rate expressions for chemical-exchange-induced nuclear singlet relaxation and provide a qualitative explanation of the TS behavior of the squarate dianion. We identify a kinetic contribution to the singlet relaxation rate constant, which explicitly depends on kinetic rate constants. Qualitative agreement is achieved between the theory and the experimental data. This study shows that infrequent chemical events may have a strong effect on the relaxation of nuclear singlet order.
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Affiliation(s)
- Christian Bengs
- School of Chemistry, University of Southampton, Southampton, United Kingdom
| | - Laurynas Dagys
- School of Chemistry, University of Southampton, Southampton, United Kingdom
| | - Gamal A I Moustafa
- School of Chemistry, University of Southampton, Southampton, United Kingdom
| | - James W Whipham
- School of Chemistry, University of Southampton, Southampton, United Kingdom
| | - Mohamed Sabba
- School of Chemistry, University of Southampton, Southampton, United Kingdom
| | | | | | - Malcolm H Levitt
- School of Chemistry, University of Southampton, Southampton, United Kingdom
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12
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pH Dependence of T2 for Hyperpolarizable 13C-Labelled Small Molecules Enables Spatially Resolved pH Measurement by Magnetic Resonance Imaging. Pharmaceuticals (Basel) 2021; 14:ph14040327. [PMID: 33918366 PMCID: PMC8067065 DOI: 10.3390/ph14040327] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/22/2021] [Accepted: 03/30/2021] [Indexed: 11/16/2022] Open
Abstract
Hyperpolarized 13C magnetic resonance imaging often uses spin-echo-based pulse sequences that are sensitive to the transverse relaxation time T2. In this context, local T2-changes might introduce a quantification bias to imaging biomarkers. Here, we investigated the pH dependence of the apparent transverse relaxation time constant (denoted here as T2) of six 13C-labelled molecules. We obtained minimum and maximum T2 values within pH 1–13 at 14.1 T: [1-13C]acetate (T2,min = 2.1 s; T2,max = 27.7 s), [1-13C]alanine (T2,min = 0.6 s; T2,max = 10.6 s), [1,4-13C2]fumarate (T2,min = 3.0 s; T2,max = 18.9 s), [1-13C]lactate (T2,min = 0.7 s; T2,max = 12.6 s), [1-13C]pyruvate (T2,min = 0.1 s; T2,max = 18.7 s) and 13C-urea (T2,min = 0.1 s; T2,max = 0.1 s). At 7 T, T2-variation in the physiological pH range (pH 6.8–7.8) was highest for [1-13C]pyruvate (ΔT2 = 0.95 s/0.1pH) and [1-13C]acetate (ΔT2 = 0.44 s/0.1pH). Concentration, salt concentration, and temperature alterations caused T2 variations of up to 45.4% for [1-13C]acetate and 23.6% for [1-13C]pyruvate. For [1-13C]acetate, spatially resolved pH measurements using T2-mapping were demonstrated with 1.6 pH units accuracy in vitro. A strong proton exchange-based pH dependence of T2 suggests that pH alterations potentially influence signal strength for hyperpolarized 13C-acquisitions.
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Miclotte G, Martens K, Fostier J. Computational assessment of the feasibility of protonation-based protein sequencing. PLoS One 2020; 15:e0238625. [PMID: 32915813 PMCID: PMC7485799 DOI: 10.1371/journal.pone.0238625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Accepted: 08/20/2020] [Indexed: 02/05/2023] Open
Abstract
Recent advances in DNA sequencing methods revolutionized biology by providing highly accurate reads, with high throughput or high read length. These read data are being used in many biological and medical applications. Modern DNA sequencing methods have no equivalent in protein sequencing, severely limiting the widespread application of protein data. Recently, several optical protein sequencing methods have been proposed that rely on the fluorescent labeling of amino acids. Here, we introduce the reprotonation-deprotonation protein sequencing method. Unlike other methods, this proposed technique relies on the measurement of an electrical signal and requires no fluorescent labeling. In reprotonation-deprotonation protein sequencing, the terminal amino acid is identified through its unique protonation signal, and by repeatedly cleaving the terminal amino acids one-by-one, each amino acid in the peptide is measured. By means of simulations, we show that, given a reference database of known proteins, reprotonation-deprotonation sequencing has the potential to correctly identify proteins in a sample. Our simulations provide target values for the signal-to-noise ratios that sensor devices need to attain in order to detect reprotonation-deprotonation events, as well as suitable pH values and required measurement times per amino acid. For instance, an SNR of 10 is required for a 61.71% proteome recovery rate with 100 ms measurement time per amino acid.
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Affiliation(s)
| | | | - Jan Fostier
- IDLab, Ghent University-Imec, Ghent, Belgium
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14
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Nikolova EN, Stanfield RL, Dyson HJ, Wright PE. A Conformational Switch in the Zinc Finger Protein Kaiso Mediates Differential Readout of Specific and Methylated DNA Sequences. Biochemistry 2020; 59:1909-1926. [PMID: 32352758 PMCID: PMC7253346 DOI: 10.1021/acs.biochem.0c00253] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Recognition of the epigenetic mark 5-methylcytosine (mC) at CpG sites in DNA has emerged as a novel function of many eukaryotic transcription factors (TFs). It remains unclear why the sequence specificity of these TFs differs for CpG-methylated motifs and consensus motifs. Here, we dissect the structural and dynamic basis for this differential DNA binding specificity in the human zinc finger TF Kaiso, which exhibits high affinity for two consecutive mCpG sites in variable contexts and also for a longer, sequence-specific Kaiso binding site (KBS). By integrating structural analysis and DNA binding studies with targeted protein mutagenesis and nucleotide substitutions, we identify distinct mechanisms for readout of methylated and KBS motifs by Kaiso. We show that a key glutamate residue (E535), critical for mCpG site recognition, adopts different conformations in complexes with specific and methylated DNA. These conformational differences, together with intrinsic variations in DNA flexibility and/or solvation at TpG versus mCpG sites, contribute to the different DNA affinity and sequence specificity. With methylated DNA, multiple direct contacts between E535 and the 5' mCpG site dominate the binding affinity, allowing for tolerance of different flanking DNA sequences. With KBS, Kaiso employs E535 as part of an indirect screen of the 5' flanking sequence, relying on key tyrosine-DNA interactions to stabilize an optimal DNA conformation and select against noncognate sites. These findings demonstrate how TFs use conformational adaptation and exploit variations in DNA flexibility to achieve distinct DNA readout outcomes and target a greater variety of regulatory and epigenetic sites than previously appreciated.
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Temoçin Z. Fabrication of a κ-carrageenan-based electroactive cytochrome c multilayer thin film by an electrostatic layer-by-layer assembly. Bioelectrochemistry 2019; 129:34-41. [DOI: 10.1016/j.bioelechem.2019.04.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 04/27/2019] [Accepted: 04/27/2019] [Indexed: 11/29/2022]
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16
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Zhao Y, Li W, Li M, Hu Y, Zhang H, Song G, Yang L, Cai K, Luo Z. Targeted inhibition of MCT4 disrupts intracellular pH homeostasis and confers self-regulated apoptosis on hepatocellular carcinoma. Exp Cell Res 2019; 384:111591. [PMID: 31479685 DOI: 10.1016/j.yexcr.2019.111591] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 08/25/2019] [Accepted: 08/30/2019] [Indexed: 12/21/2022]
Abstract
The high lactate production rate in hepatocellular carcinoma cells (HCC) have a profound impact on their malignant properties. In adaptation to the enhanced lactate stress, lactate-effusing monocarboxylate transporter 4(MCT4) is usually overexpressed in a broad range of HCC subtypes. In this study, the MCT4-mediated lactate efflux in HCC was blocked using microRNA-145(miR-145), which would force the endogenously generated lactate to accumulate within tumor cells in a self-regulated manner, resulting in the acidification of the cytoplasmic compartment as well as partial neutralization for pH in the tumor extracellular environment. Evaluations on multiple representative HCC subtypes (HepG2, Hep3B and HuH7) suggested that the disrupted pH homeostasis would amplify the lactate stress to initiate HCC apoptosis, while at the same time also suppressing their migration and invasion abilities. Moreover, safety tests on 7702 cells and living animals revealed that MCT4-blockade treatment has no cytotoxicity against healthy cells/tissues. The results indicate the MCT4-inhibition-induced disruption of tumor intracellular pH holds promise as a therapy against not only HCC, but a broader spectrum of MCT4-overexpressing hyperglycolytic tumors.
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Affiliation(s)
- Youbo Zhao
- School of Life Science, Chongqing University, Chongqing, 400044, PR China
| | - Wei Li
- Breast Cancer Center, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400044, PR China
| | - Menghuan Li
- School of Life Science, Chongqing University, Chongqing, 400044, PR China.
| | - Yan Hu
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, Chongqing University, Chongqing, 400044, PR China
| | - Hui Zhang
- Breast Cancer Center, Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, 400044, PR China
| | - Guanbin Song
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, Chongqing University, Chongqing, 400044, PR China
| | - Li Yang
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, Chongqing University, Chongqing, 400044, PR China
| | - Kaiyong Cai
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, Chongqing University, Chongqing, 400044, PR China
| | - Zhong Luo
- School of Life Science, Chongqing University, Chongqing, 400044, PR China.
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17
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Deng H, Dyer RB, Callender R. Active-Site Glu165 Activation in Triosephosphate Isomerase and Its Deprotonation Kinetics. J Phys Chem B 2019; 123:4230-4241. [PMID: 31013084 DOI: 10.1021/acs.jpcb.9b02981] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Triosephosphate isomerase (TIM) catalyzes the interconversion between dihydroxyacetone phosphate (DHAP) and d-glyceraldehyde 3-phosphate (GAP) via an enediol(ate) intermediate. The active-site residue Glu165 serves as the catalytic base during catalysis. It abstracts a proton from C1 carbon of DHAP to form the reaction intermediate and donates a proton to C2 carbon of the intermediate to form product GAP. Our difference Fourier transform infrared spectroscopy studies on the yeast TIM (YeTIM)/phosphate complex revealed a C═O stretch band at 1706 cm-1 from the protonated Glu165 carboxyl group at pH 7.5, indicating that the p Ka of the catalytic base is increased by >3.0 pH units upon phosphate binding, and that the Glu165 carboxyl environment in the complex is still hydrophilic in spite of the increased p Ka. Hence, the results show that the binding of the phosphodianion group is part of the activation mechanism which involves the p Ka elevation of the catalytic base Glu165. The deprotonation kinetics of Glu165 in the μs to ms time range were determined via infrared (IR) T-jump studies on the YeTIM/phosphate and ("heavy enzyme") [U-13C,-15N]YeTIM/phosphate complexes. The slower deprotonation kinetics in the ms time scale is due to phosphate dissociation modulated by the loop motion, which slows down by enzyme mass increase to show a normal heavy enzyme kinetic isotope effect (KIE) ∼1.2 (i.e., slower rate in the heavy enzyme). The faster deprotonation kinetics in the tens of μs time scale is assigned to temperature-induced p Ka decrease, while phosphate is still bound, and it shows an inverse heavy enzyme KIE ∼0.89 (faster rate in the heavy enzyme). The IR static and T-jump spectroscopy provides atomic-level resolution of the catalytic mechanism because of its ability to directly observe the bond breaking/forming process.
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Affiliation(s)
- Hua Deng
- Department of Biochemistry , Albert Einstein College of Medicine , Bronx, New York 10461 , United States
| | - R Brian Dyer
- Department of Chemistry , Emory University , Atlanta , Georgia 30322 , United States
| | - Robert Callender
- Department of Biochemistry , Albert Einstein College of Medicine , Bronx, New York 10461 , United States
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Bille A, Jensen KS, Mohanty S, Akke M, Irbäck A. Stability and Local Unfolding of SOD1 in the Presence of Protein Crowders. J Phys Chem B 2019; 123:1920-1930. [PMID: 30753785 DOI: 10.1021/acs.jpcb.8b10774] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Using NMR and Monte Carlo (MC) methods, we investigate the stability and dynamics of superoxide dismutase 1 (SOD1) in homogeneous crowding environments, where either bovine pancreatic trypsin inhibitor (BPTI) or the B1 domain of streptococcal protein G (PGB1) serves as a crowding agent. By NMR, we show that both crowders, and especially BPTI, cause a drastic loss in the overall stability of SOD1 in its apo monomeric form. Additionally, we determine chemical shift perturbations indicating that SOD1 interacts with the crowder proteins in a residue-specific manner that further depends on the identity of the crowding protein. Furthermore, the specificity of SOD1-crowder interactions is reciprocal: chemical shift perturbations on BPTI and PGB1 identify regions that interact preferentially with SOD1. By MC simulations, we investigate the local unfolding of SOD1 in the absence and presence of the crowders. We find that the crowders primarily interact with the long flexible loops of the folded SOD1 monomer. The basic mechanisms by which the SOD1 β-barrel core unfolds remain unchanged when adding the crowders. In particular, both with and without the crowders, the second β-sheet of the barrel is more dynamic and unfolding-prone than the first. Notably, the MC simulations (exploring the early stages of SOD1 unfolding) and the NMR experiments (under equilibrium conditions) identify largely the same set of PGB1 and BPTI residues as prone to form SOD1 contacts. Thus, contacts stabilizing the unfolded state of SOD1 in many cases appear to form early in the unfolding reaction.
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Affiliation(s)
- Anna Bille
- Computational Biology and Biological Physics, Department of Astronomy and Theoretical Physics , Lund University , Sölvegatan 14A , SE-223 62 Lund , Sweden
| | - Kristine Steen Jensen
- Department of Biophysical Chemistry, Center for Molecular Protein Science , Lund University , P.O. Box 124, SE-22100 Lund , Sweden
| | - Sandipan Mohanty
- Institute for Advanced Simulation, Jülich Supercomputing Centre , Forschungszentrum Jülich , D-52425 Jülich , Germany
| | - Mikael Akke
- Department of Biophysical Chemistry, Center for Molecular Protein Science , Lund University , P.O. Box 124, SE-22100 Lund , Sweden
| | - Anders Irbäck
- Computational Biology and Biological Physics, Department of Astronomy and Theoretical Physics , Lund University , Sölvegatan 14A , SE-223 62 Lund , Sweden
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Raum HN, Weininger U. Experimental pK a Value Determination of All Ionizable Groups of a Hyperstable Protein. Chembiochem 2019; 20:922-930. [PMID: 30511779 PMCID: PMC6619245 DOI: 10.1002/cbic.201800628] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Indexed: 11/18/2022]
Abstract
Electrostatic interactions significantly contribute to the stability and function of proteins. The stabilizing or destabilizing effect of local charge is reflected in the perturbation of the pKa value of an ionizable group from the intrinsic pKa value. Herein, the charge network of a hyperstable dimeric protein (ribbon–helix–helix (rhh) protein from plasmid pRN1 from Sulfolobus islandicus) is studied through experimental determination of the pKa values of all ionizable groups. Transitions were monitored by multiple NMR signals per ionizable group between pH 0 and 12.5, prior to a global analysis, which accounted for the effects of neighboring residues. It is found that for several residues involved in salt bridges (four Asp and one Lys) the pKa values are shifted in favor of the charged state. Furthermore, the pKa values of residues C40 and Y47, both located in the hydrophobic dimer interface, are shifted beyond 13.7. The necessary energy for such a shift is about two‐thirds of the total stability of the protein, which confirms the importance of the hydrophobic core to the overall stability of the rhh protein.
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Affiliation(s)
- Heiner N Raum
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle/Saale, Germany
| | - Ulrich Weininger
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle/Saale, Germany
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20
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Hu X, Wang Y, Hunkele A, Provasi D, Pasternak GW, Filizola M. Kinetic and thermodynamic insights into sodium ion translocation through the μ-opioid receptor from molecular dynamics and machine learning analysis. PLoS Comput Biol 2019; 15:e1006689. [PMID: 30677023 PMCID: PMC6363219 DOI: 10.1371/journal.pcbi.1006689] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 02/05/2019] [Accepted: 11/30/2018] [Indexed: 12/19/2022] Open
Abstract
The differential modulation of agonist and antagonist binding to opioid receptors (ORs) by sodium (Na+) has been known for decades. To shed light on the molecular determinants, thermodynamics, and kinetics of Na+ translocation through the μ-OR (MOR), we used a multi-ensemble Markov model framework combining equilibrium and non-equilibrium atomistic molecular dynamics simulations of Na+ binding to MOR active or inactive crystal structures embedded in an explicit lipid bilayer. We identify an energetically favorable, continuous ion pathway through the MOR active conformation only, and provide, for the first time: i) estimates of the energy differences and required timescales of Na+ translocation in inactive and active MORs, ii) estimates of Na+-induced changes to agonist binding validated by radioligand measurements, and iii) testable hypotheses of molecular determinants and correlated motions involved in this translocation, which are likely to play a key role in MOR signaling.
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Affiliation(s)
- Xiaohu Hu
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Yibo Wang
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Amanda Hunkele
- Department of Neurology and Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Davide Provasi
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Gavril W. Pasternak
- Department of Neurology and Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America
| | - Marta Filizola
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
- * E-mail:
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21
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He X, Chadwick G, Kempes C, Shi Y, McGlynn S, Orphan V, Meile C. Microbial interactions in the anaerobic oxidation of methane: model simulations constrained by process rates and activity patterns. Environ Microbiol 2019; 21:631-647. [DOI: 10.1111/1462-2920.14507] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 12/04/2018] [Accepted: 12/04/2018] [Indexed: 12/01/2022]
Affiliation(s)
- Xiaojia He
- Department of Marine Sciences University of Georgia Athens GA USA
| | - Grayson Chadwick
- Division of Geological and Planetary Sciences California Institute of Technology Pasadena CA USA
| | | | - Yimeng Shi
- Department of Marine Sciences University of Georgia Athens GA USA
| | - Shawn McGlynn
- Division of Geological and Planetary Sciences California Institute of Technology Pasadena CA USA
- Earth‐Life Science Institute Tokyo Institute of Technology Ookayama, Meguro‐ku Tokyo Japan
| | - Victoria Orphan
- Division of Geological and Planetary Sciences California Institute of Technology Pasadena CA USA
| | - Christof Meile
- Department of Marine Sciences University of Georgia Athens GA USA
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22
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Dreydoppel M, Becker P, Raum HN, Gröger S, Balbach J, Weininger U. Equilibrium and Kinetic Unfolding of GB1: Stabilization of the Native State by Pressure. J Phys Chem B 2018; 122:8846-8852. [PMID: 30185038 DOI: 10.1021/acs.jpcb.8b06888] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
NMR spectroscopy allows an all-atom view on pressure-induced protein folding, separate detection of different folding states, determination of their population, and the measurement of the folding kinetics at equilibrium. Here, we studied the folding of protein GB1 at pH 2 in a temperature and pressure dependent way. We find that the midpoints of temperature-induced unfolding increase with higher pressure. NMR relaxation dispersion experiments disclosed that the unfolding kinetics slow down at elevated pressure while the folding kinetics stay virtually the same. Therefore, pressure is stabilizing the native state of GB1. These findings extend the knowledge of the influence of pressure on protein folding kinetics, where so far typically a destabilization by increased activation volumes of folding was observed. Our findings thus point toward an exceptional section in the pressure-temperature phase diagram of protein unfolding. The stabilization of the native state could potentially be caused by a shift of p Ka values of glutamates and aspartates in favor of the negatively charged state as judged from pH sensitive chemical shifts.
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Affiliation(s)
- Matthias Dreydoppel
- Institute of Physics, Biophysics , Martin-Luther-University Halle-Wittenberg , D-06120 Halle (Saale) , Germany
| | - Paul Becker
- Institute of Physics, Biophysics , Martin-Luther-University Halle-Wittenberg , D-06120 Halle (Saale) , Germany
| | - Heiner N Raum
- Institute of Physics, Biophysics , Martin-Luther-University Halle-Wittenberg , D-06120 Halle (Saale) , Germany
| | - Stefan Gröger
- Institute of Physics, Biophysics , Martin-Luther-University Halle-Wittenberg , D-06120 Halle (Saale) , Germany
| | - Jochen Balbach
- Institute of Physics, Biophysics , Martin-Luther-University Halle-Wittenberg , D-06120 Halle (Saale) , Germany
| | - Ulrich Weininger
- Institute of Physics, Biophysics , Martin-Luther-University Halle-Wittenberg , D-06120 Halle (Saale) , Germany
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23
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Liu M, Huang R, Weisman A, Yu X, Lee SH, Chen Y, Huang C, Hu S, Chen X, Tan W, Liu F, Chen H, Shea KJ. Synthetic Polymer Affinity Ligand for Bacillus thuringiensis (Bt) Cry1Ab/Ac Protein: The Use of Biomimicry Based on the Bt Protein–Insect Receptor Binding Mechanism. J Am Chem Soc 2018; 140:6853-6864. [DOI: 10.1021/jacs.8b01710] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Mingming Liu
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
- Department of Chemistry, University of California−Irvine, Irvine, California 92697, United States
| | - Rong Huang
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Adam Weisman
- Department of Chemistry, University of California−Irvine, Irvine, California 92697, United States
| | - Xiaoyang Yu
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Shih-Hui Lee
- Department of Chemistry, University of California−Irvine, Irvine, California 92697, United States
| | - Yalu Chen
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Chao Huang
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Senhua Hu
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Xiuhua Chen
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Wenfeng Tan
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Fan Liu
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtse River), Ministry of Agriculture, College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China
| | - Hao Chen
- College of Science, Huazhong Agricultural University, Wuhan 430070, China
| | - Kenneth J. Shea
- Department of Chemistry, University of California−Irvine, Irvine, California 92697, United States
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24
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Tamiola K, Scheek RM, van der Meulen P, Mulder FAA. pepKalc: scalable and comprehensive calculation of electrostatic interactions in random coil polypeptides. Bioinformatics 2018; 34:2053-2060. [DOI: 10.1093/bioinformatics/bty033] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 01/19/2018] [Indexed: 11/15/2022] Open
Affiliation(s)
- Kamil Tamiola
- Peptone – The Protein Intelligence Company, Amsterdam, The Netherlands
- Department of Molecular Dynamics, GBB, University of Groningen, Groningen, The Netherlands
| | - Ruud M Scheek
- Department of Molecular Dynamics, GBB, University of Groningen, Groningen, The Netherlands
| | - Pieter van der Meulen
- Department of Molecular Dynamics, GBB, University of Groningen, Groningen, The Netherlands
| | - Frans A A Mulder
- Department of Molecular Dynamics, GBB, University of Groningen, Groningen, The Netherlands
- Department of Chemistry and Interdisciplinary Nanoscience Center iNANO, Aarhus University, Aarhus, Denmark
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25
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Weininger U. Site-selective 13C labeling of histidine and tryptophan using ribose. JOURNAL OF BIOMOLECULAR NMR 2017; 69:23-30. [PMID: 28856561 PMCID: PMC5626788 DOI: 10.1007/s10858-017-0130-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 08/28/2017] [Indexed: 06/07/2023]
Abstract
Experimental studies on protein dynamics at atomic resolution by NMR-spectroscopy in solution require isolated 1H-X spin pairs. This is the default scenario in standard 1H-15N backbone experiments. Side chain dynamic experiments, which allow to study specific local processes like proton-transfer, or tautomerization, require isolated 1H-13C sites which must be produced by site-selective 13C labeling. In the most general way this is achieved by using site-selectively 13C-enriched glucose as the carbon source in bacterial expression systems. Here we systematically investigate the use of site-selectively 13C-enriched ribose as a suitable precursor for 13C labeled histidines and tryptophans. The 13C incorporation in nearly all sites of all 20 amino acids was quantified and compared to glucose based labeling. In general the ribose approach results in more selective labeling. 1-13C ribose exclusively labels His δ2 and Trp δ1 in aromatic side chains and helps to resolve possible overlap problems. The incorporation yield is however only 37% in total and 72% compared to yields of 2-13C glucose. A combined approach of 1-13C ribose and 2-13C glucose maximizes 13C incorporation to 75% in total and 150% compared to 2-13C glucose only. Further histidine positions β, α and CO become significantly labeled at around 50% in total by 3-, 4- or 5-13C ribose. Interestingly backbone CO of Gly, Ala, Cys, Ser, Val, Phe and Tyr are labeled at 40-50% in total with 3-13C ribose, compared to 5% and below for 1-13C and 2-13C glucose. Using ribose instead of glucose as a source for site-selective 13C labeling enables a very selective labeling of certain positions and thereby expanding the toolbox for customized isotope labeling of amino-acids.
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Affiliation(s)
- Ulrich Weininger
- Department of Biophysical Chemistry, Center for Molecular Protein Science, Lund University, P. O. Box 124, 22100, Lund, Sweden.
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany.
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Weininger U. Site-selective 13C labeling of proteins using erythrose. JOURNAL OF BIOMOLECULAR NMR 2017; 67:191-200. [PMID: 28247186 PMCID: PMC5388708 DOI: 10.1007/s10858-017-0096-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2016] [Accepted: 02/10/2017] [Indexed: 06/06/2023]
Abstract
NMR-spectroscopy enables unique experimental studies on protein dynamics at atomic resolution. In order to obtain a full atom view on protein dynamics, and to study specific local processes like ring-flips, proton-transfer, or tautomerization, one has to perform studies on amino-acid side chains. A key requirement for these studies is site-selective labeling with 13C and/or 1H, which is achieved in the most general way by using site-selectively 13C-enriched glucose (1- and 2-13C) as the carbon source in bacterial expression systems. Using this strategy, multiple sites in side chains, including aromatics, become site-selectively labeled and suitable for relaxation studies. Here we systematically investigate the use of site-selectively 13C-enriched erythrose (1-, 2-, 3- and 4-13C) as a suitable precursor for 13C labeled aromatic side chains. We quantify 13C incorporation in nearly all sites in all 20 amino acids and compare the results to glucose based labeling. In general the erythrose approach results in more selective labeling. While there is only a minor gain for phenylalanine and tyrosine side-chains, the 13C incorporation level for tryptophan is at least doubled. Additionally, the Phe ζ and Trp η2 positions become labeled. In the aliphatic side chains, labeling using erythrose yields isolated 13C labels for certain positions, like Ile β and His β, making these sites suitable for dynamics studies. Using erythrose instead of glucose as a source for site-selective 13C labeling enables unique or superior labeling for certain positions and is thereby expanding the toolbox for customized isotope labeling of amino-acid side-chains.
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Affiliation(s)
- Ulrich Weininger
- Department of Biophysical Chemistry, Center for Molecular Protein Science, Lund University, P.O. Box 124, 22100, Lund, Sweden.
- Institute of Physics, Biophysics, Martin-Luther-University Halle-Wittenberg, 06120, Halle (Saale), Germany.
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Mizukami T, Sakuma Y, Maki K. Statistical Mechanical Model for pH-Induced Protein Folding: Application to Apomyoglobin. J Phys Chem B 2016; 120:8970-86. [PMID: 27491483 DOI: 10.1021/acs.jpcb.6b06936] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Despite the major role of pH in protein folding and stability, a quantitative understanding of the pH-induced protein folding mechanism remains elusive. Two conventional models, the Monod-Wyman-Changeux and Linderstrøm-Lang smeared charge models, respectively, have been used to analyze the formation/disruption of specific native structures and fluctuating non-native states. However, there are only a few models that can represent the overall kinetic events of folding/unfolding independent of the properties of relevant molecular species, which has hampered the efforts to systematically analyze pH-induced folding. Here, we constructed a statistical mechanical model that incorporates the protonation mechanism of conventional models along with a combined manual search and least-squares fitting procedure, which was used to investigate the folding of horse apomyoglobin over a wide pH range (2.2-6.7), with a time window ranging from ∼40 μs to ∼100 s, using continuous-/stopped-flow fluorescence at 8 °C. Quantitative analysis assuming a five-state sequential scheme indicated that (1) pH-induced folding/unfolding is represented by both specific binding and Coulombic interactions; (2) kinetic folding/unfolding intermediates share kinetic mechanisms with the equilibrium intermediate, indicating their equivalence; and (3) native-like properties are acquired successively during folding by intermediates and in transition states. This model could also be applied to a variety of association/dissociation processes.
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Affiliation(s)
- Takuya Mizukami
- Graduate School of Science, Nagoya University , Furo-cho, Chikusa, Nagoya, Aichi 464-8602, Japan
| | - Yosuke Sakuma
- Graduate School of Science, Nagoya University , Furo-cho, Chikusa, Nagoya, Aichi 464-8602, Japan
| | - Kosuke Maki
- Graduate School of Science, Nagoya University , Furo-cho, Chikusa, Nagoya, Aichi 464-8602, Japan
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Lizatović R, Aurelius O, Stenström O, Drakenberg T, Akke M, Logan D, André I. A De Novo Designed Coiled-Coil Peptide with a Reversible pH-Induced Oligomerization Switch. Structure 2016; 24:946-55. [DOI: 10.1016/j.str.2016.03.027] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 03/18/2016] [Accepted: 03/24/2016] [Indexed: 12/01/2022]
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Charlier C, Cousin SF, Ferrage F. Protein dynamics from nuclear magnetic relaxation. Chem Soc Rev 2016; 45:2410-22. [DOI: 10.1039/c5cs00832h] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Protein dynamics are explored by a variety of methods designed to measure nuclear magnetic relaxation rates.
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Affiliation(s)
- Cyril Charlier
- École Normale Supérieure-PSL Research University
- Département de Chimie
- 75005 Paris
- France
- Sorbonne Universités
| | - Samuel F. Cousin
- École Normale Supérieure-PSL Research University
- Département de Chimie
- 75005 Paris
- France
- Sorbonne Universités
| | - Fabien Ferrage
- École Normale Supérieure-PSL Research University
- Département de Chimie
- 75005 Paris
- France
- Sorbonne Universités
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Žic M. An alternative approach to solve complex nonlinear least-squares problems. J Electroanal Chem (Lausanne) 2016. [DOI: 10.1016/j.jelechem.2015.11.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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