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Modeling protein association from homogeneous to mixed environments: A reaction-diffusion dynamics approach. J Mol Graph Model 2021; 107:107936. [PMID: 34139641 DOI: 10.1016/j.jmgm.2021.107936] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 03/30/2021] [Accepted: 04/26/2021] [Indexed: 11/21/2022]
Abstract
Protein-protein association in vivo occur in a crowded and complex environment. Theoretical models based on hard-core repulsion predict stabilization of the product under crowded conditions. Soft interactions, on the contrary, can either stabilize or destabilize the product formation. Here we modeled protein association in presence of crowders of varying size, shape, interaction potential and used different mixing parameters for constituent crowders to study the influence on the association reaction. It was found that size is a more dominant factor in crowder-induced stabilization than the shape. Furthermore, in a mixture of crowders having different sizes but identical interaction potential, the change of free energy is additive of the free energy changes produced by individual crowders. However, the free energy change is not additive if two crowders of same size interact via different interaction potentials. These findings provide a systematic understanding of crowding influences in heterogeneous medium.
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Velasco-Bolom JL, Domínguez L. Exploring the folding process of human βB2-crystallin using multiscale molecular dynamics and the Markov state model. Phys Chem Chem Phys 2021; 22:26753-26763. [PMID: 33205789 DOI: 10.1039/d0cp04136j] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Adequate knowledge of protein conformations is crucial for understanding their function and their association properties with other proteins. The cataract disease is correlated with conformational changes in key proteins called crystallins. These changes are due to mutations or post-translational modifications that may lead to protein unfolding, and thus the formation of aggregate states. Human βB2-crystallin (HβB2C) is found in high proportion in the eye lens, and its mutations are related to some cataracts. HβB2C also associates into dimers, tetramers, and other higher-order supramolecular complexes. However, it is the only protein of the βγ-crystallin family that has been found in an extended conformation. Therefore, we hypothesize that the extended conformation is not energetically favourable and that HβB2C may adopt a closed (completely folded) conformation, similar to the other members of the βγ-crystallin family. To corroborate this hypothesis, we performed extensive molecular dynamics simulations of HβB2C in its monomeric and dimeric conformations, using all-atom and coarse-grained scales. We employed Markov state model (MSM) analysis to characterize the conformational and kinetically relevant states in the folding process of monomeric HβB2C. The MSM analysis clearly shows that HβB2C adopts a completely folded structure, and this conformation is the most kinetically and energetically favourable one. In contrast, the extended conformations are kinetically unstable and energetically unfavourable. Our MSM analysis also reveals a key metastable state, which is particularly interesting because it is from this state that the folded state is reached. The folded state is stabilized by the formation of two salt bridges between the residue-pairs E74-R187 and R97-E166 and the two hydrophobic residue-pairs V59-L164 and V72-V151. Furthermore, free energy surface (FES) analysis revealed that the HβB2C dimer with both monomers in a closed conformation (face-en-face dimer) is energetically more stable than the domain-swapped dimer (crystallographic structure). The results presented in this report shed light on the molecular details of the folding mechanism of HβB2C in an aqueous environment and may contribute to interpreting different experimental findings. Finally, a detailed knowledge of HβB2C folding may be key to the rational design of potential molecules to treat cataract disease.
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Affiliation(s)
- José-Luis Velasco-Bolom
- Facultad de Química, Departamento de Fisicoquímica, Universidad Nacional Autónoma de México, Mexico City, 04510, Mexico.
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Miller M, Pal A, Albusairi W, Joo H, Pappas B, Haque Tuhin MT, Liang D, Jampala R, Liu F, Khan J, Faaij M, Park M, Chan W, Graef I, Zamboni R, Kumar N, Fox J, Sinha U, Alhamadsheh M. Enthalpy-Driven Stabilization of Transthyretin by AG10 Mimics a Naturally Occurring Genetic Variant That Protects from Transthyretin Amyloidosis. J Med Chem 2018; 61:7862-7876. [PMID: 30133284 DOI: 10.1021/acs.jmedchem.8b00817] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Transthyretin (TTR) amyloid cardiomyopathy (ATTR-CM) is a fatal disease with no available disease-modifying therapies. While pathogenic TTR mutations (TTRm) destabilize TTR tetramers, the T119M variant stabilizes TTRm and prevents disease. A comparison of potency for leading TTR stabilizers in clinic and structural features important for effective TTR stabilization is lacking. Here, we found that molecular interactions reflected in better binding enthalpy may be critical for development of TTR stabilizers with improved potency and selectivity. Our studies provide mechanistic insights into the unique binding mode of the TTR stabilizer, AG10, which could be attributed to mimicking the stabilizing T119M variant. Because of the lack of animal models for ATTR-CM, we developed an in vivo system in dogs which proved appropriate for assessing the pharmacokinetics-pharmacodynamics profile of TTR stabilizers. In addition to stabilizing TTR, we hypothesize that optimizing the binding enthalpy could have implications for designing therapeutic agents for other amyloid diseases.
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Affiliation(s)
- Mark Miller
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Arindom Pal
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Wabel Albusairi
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Hyun Joo
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Beverly Pappas
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Md Tariqul Haque Tuhin
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Dengpan Liang
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Raghavendra Jampala
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Fang Liu
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Jared Khan
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Marjon Faaij
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Miki Park
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - William Chan
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
| | - Isabella Graef
- Department of Pathology , Stanford University , Stanford , California 94305 , United States
| | - Robert Zamboni
- Eidos Therapeutics, Inc. , San Francisco , California 94101 , United States
| | - Neil Kumar
- Eidos Therapeutics, Inc. , San Francisco , California 94101 , United States
| | - Jonathan Fox
- Eidos Therapeutics, Inc. , San Francisco , California 94101 , United States
| | - Uma Sinha
- Eidos Therapeutics, Inc. , San Francisco , California 94101 , United States
| | - Mamoun Alhamadsheh
- Department of Pharmaceutics & Medicinal Chemistry , University of the Pacific , Stockton , California 95211 , United States
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Lampi KJ, Murray MR, Peterson MP, Eng BS, Yue E, Clark AR, Barbar E, David LL. Differences in solution dynamics between lens β-crystallin homodimers and heterodimers probed by hydrogen-deuterium exchange and deamidation. Biochim Biophys Acta Gen Subj 2015; 1860:304-14. [PMID: 26145577 DOI: 10.1016/j.bbagen.2015.06.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Revised: 06/12/2015] [Accepted: 06/18/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND Lens transparency is due to the ordered arrangement of the major structural proteins, called crystallins. βB2 crystallin in the lens of the eye readily forms dimers with other β-crystallin subunits, but the resulting heterodimer structures are not known and were investigated in this study. METHODS Structures of βA3 and βB2 crystallin homodimers and the βA3/βB2 crystallin heterodimers were probed by measuring changes in solvent accessibility using hydrogen-deuterium exchange with mass spectrometry. We further mimicked deamidation in βB2 and probed the effect on the βA3/βB2 heterodimer. Results were confirmed with chemical crosslinking and NMR. RESULTS Both βA3 and βB2 had significantly decreased deuterium levels in the heterodimer compared to their respective homodimers, suggesting that they had less solvent accessibility and were more compact in the heterodimer. The compact structure of βB2 was supported by the identification of chemical crosslinks between lysines in βB2 within the heterodimer that were inconsistent with βB2's extended homodimeric structure. The compact structure of βA3 was supported by an overall decrease in mobility of βA3 in the heterodimer detected by NMR. In βB2, peptides 70-84 and 121-134 were exposed in the homodimer, but buried in the heterodimer with ≥50% decreases in deuterium levels. Homologous peptides in βA3, 97-109 and 134-149, had 25-50% decreases in deuterium levels in the heterodimer. These peptides are probable sites of interaction between βB2 and βA3 and are located at the predicted interface between subunits with bent linkers. Deamidation at Q184 in βB2 at this predicted interface led to a less compact βB2 in the heterodimer. The more compact structure of the βA3/βB2 heterodimer was also more heat stable than either of the homodimers. CONCLUSIONS The major structural proteins in the lens, the β-crystallins, are not static, but dynamic in solution, with differences in accessibility between the homo-and hetero-dimers. This structural flexibility, particularly of βB2, may facilitate formation of different size higher-ordered structures found in the transparent lens. GENERAL SIGNIFICANCE Understanding complex hetero-oligomer interactions between β-crystallins in normal lens and how these interactions change during aging is fundamental to understanding the cause of cataracts. This article is part of a Special Issue entitled Crystallin Biochemistry in Health and Disease.
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Affiliation(s)
- Kirsten J Lampi
- Integrative Biosciences, Oregon Health & Science University, Portland, OR 97239-3098, United States.
| | - Matthew R Murray
- Integrative Biosciences, Oregon Health & Science University, Portland, OR 97239-3098, United States
| | - Matthew P Peterson
- Integrative Biosciences, Oregon Health & Science University, Portland, OR 97239-3098, United States
| | - Bryce S Eng
- Integrative Biosciences, Oregon Health & Science University, Portland, OR 97239-3098, United States
| | - Eileen Yue
- Biochemistry and Molecular Biology, Oregon Health & Science University, Portland, OR 97239-3098, United States
| | - Alice R Clark
- Birkbeck College, University of London, United Kingdom
| | - Elisar Barbar
- Biochemistry and Biophysics, Oregon State University, Corvallis, OR 97331, United States
| | - Larry L David
- Biochemistry and Molecular Biology, Oregon Health & Science University, Portland, OR 97239-3098, United States
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Sergeev YV, Dolinska MB, Wingfield PT. Thermodynamic analysis of weak protein interactions using sedimentation equilibrium. ACTA ACUST UNITED AC 2014; 77:20.13.1-20.13.15. [PMID: 25081741 DOI: 10.1002/0471140864.ps2013s77] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Proteins self-associate to form dimers and tetramers. Purified proteins are used to study the thermodynamics of protein interactions using the analytical ultracentrifuge. In this approach, monomer-dimer equilibrium constants are directly measured at various temperatures. Data analysis is used to derive thermodynamic parameters, such as Gibbs free energy, enthalpy, and entropy, which can predict which major forces are involved in protein association.
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Affiliation(s)
- Yuri V Sergeev
- National Eye Institute, National Institutes of Health, Bethesda, Maryland
| | - Monika B Dolinska
- National Eye Institute, National Institutes of Health, Bethesda, Maryland
| | - Paul T Wingfield
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland
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