1
|
Barbault F, Brémond E, Rey J, Tufféry P, Maurel F. DockSurf: A Molecular Modeling Software for the Prediction of Protein/Surface Adhesion. J Chem Inf Model 2023; 63:5220-5231. [PMID: 37579187 DOI: 10.1021/acs.jcim.3c00569] [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: 08/16/2023]
Abstract
The elucidation of structural interfaces between proteins and inorganic surfaces is a crucial aspect of bionanotechnology development. Despite its significance, the interfacial structures between proteins and metallic surfaces are yet to be fully understood, and the lack of experimental investigation has impeded the development of many devices. To overcome this limitation, we suggest considering the generation of protein/surface structures as a molecular docking problem with a homogenous plan as the target. To this extent, we propose a new software, DockSurf, which aims to quickly propose reliable protein/surface structures. Our approach considers the conformational exploration with Euler's angles, which provide a cartography instead of a unique structure. Interaction energies were derived from quantum mechanics computations for a set of small molecules that describe protein atom types and implemented in a Derjaguin, Landau, Verwey, and Overbeek potential for the consideration of large systems such as proteins. The validation of DockSurf software was conducted with molecular dynamics for corona proteins with gold surfaces and provided enthusiastic results. This software is implemented in the RPBS platform to facilitate widespread access to the scientific community.
Collapse
Affiliation(s)
| | - Eric Brémond
- Université Paris Cité, CNRS, ITODYS, F-75013 Paris, France
| | - Julien Rey
- Université Paris Cité, CNRS UMR 8251, INSERM U1133, RPBS, 75205 Paris, France
| | - Pierre Tufféry
- Université Paris Cité, CNRS UMR 8251, INSERM U1133, RPBS, 75205 Paris, France
| | | |
Collapse
|
2
|
Atabay M, Sardroodi JJ, Ebrahimzadeh AR, Avestan MS. Modeling the Interaction of Anticancer Protein Azurin with the Nanosheets for Medical Applications. ChemistrySelect 2022. [DOI: 10.1002/slct.202202633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Maryam Atabay
- Molecular Simulation Lab Azarbaijan Shahid Madani University Tabriz Iran
- Molecular Science and Engineering Research Group (MSERG) Azarbaijan Shahid Madani University Tabriz Iran
- Department of Chemistry Azarbaijan Shahid Madani University Tabriz Iran
| | - Jaber Jahanbin Sardroodi
- Molecular Simulation Lab Azarbaijan Shahid Madani University Tabriz Iran
- Molecular Science and Engineering Research Group (MSERG) Azarbaijan Shahid Madani University Tabriz Iran
- Department of Chemistry Azarbaijan Shahid Madani University Tabriz Iran
| | - Alireza Rastkar Ebrahimzadeh
- Molecular Simulation Lab Azarbaijan Shahid Madani University Tabriz Iran
- Molecular Science and Engineering Research Group (MSERG) Azarbaijan Shahid Madani University Tabriz Iran
- Department of Physics Azarbaijan Shahid Madani University Tabriz Iran
| | | |
Collapse
|
3
|
Touzeau J, Seydou M, Maurel F, Tallet L, Mutschler A, Lavalle P, Barbault F. Theoretical and Experimental Elucidation of the Adsorption Process of a Bioinspired Peptide on Mineral Surfaces. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2021; 37:11374-11385. [PMID: 34516122 DOI: 10.1021/acs.langmuir.1c01994] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Inorganic materials used for biomedical applications such as implants generally induce the adsorption of proteins on their surface. To control this phenomenon, the bioinspired peptidomimetic polymer 1 (PMP1), which aims to reproduce the adhesion of mussel foot proteins, is commonly used to graft specific proteins on various surfaces and to regulate the interfacial mechanism. To date and despite its wide application, the elucidation at the atomic scale of the PMP1 mechanism of adsorption on surfaces is still unknown. The purpose of the present work was thus to unravel this process through experimental and computational investigations of adsorption of PMP1 on gold, TiO2, and SiO2 surfaces. A common mechanism of adsorption is identified for the adsorption of PMP1 which emphasizes the role of electrostatics to approach the peptide onto the surface followed by a full adhesion process where the entropic desolvation step plays a key role. Besides, according to the fact that mussel naturally controls the oxidation states of its proteins, further investigations were performed for two distinct redox states of PMP1, and we conclude that even if both states are able to allow interaction of PMP1 with the surfaces, the oxidation of PMP1 leads to a stronger interaction.
Collapse
Affiliation(s)
- J Touzeau
- Université de Paris, ITODYS, CNRS, UMR 7086, 15 rue J-A de Baïf, F-75013 Paris, France
| | - M Seydou
- Université de Paris, ITODYS, CNRS, UMR 7086, 15 rue J-A de Baïf, F-75013 Paris, France
| | - F Maurel
- Université de Paris, ITODYS, CNRS, UMR 7086, 15 rue J-A de Baïf, F-75013 Paris, France
| | - L Tallet
- Institut National de la Santé et de la Recherche Médicale, Inserm UMR_S 1121 Biomaterials and Bioengineering, 11 rue Humann, 67000 Strasbourg Cedex, France
- Faculté de Chirurgie Dentaire, Université de Strasbourg, 67000 Strasbourg, France
| | - A Mutschler
- Institut National de la Santé et de la Recherche Médicale, Inserm UMR_S 1121 Biomaterials and Bioengineering, 11 rue Humann, 67000 Strasbourg Cedex, France
- Faculté de Chirurgie Dentaire, Université de Strasbourg, 67000 Strasbourg, France
| | - P Lavalle
- Institut National de la Santé et de la Recherche Médicale, Inserm UMR_S 1121 Biomaterials and Bioengineering, 11 rue Humann, 67000 Strasbourg Cedex, France
- Faculté de Chirurgie Dentaire, Université de Strasbourg, 67000 Strasbourg, France
| | - F Barbault
- Université de Paris, ITODYS, CNRS, UMR 7086, 15 rue J-A de Baïf, F-75013 Paris, France
| |
Collapse
|
4
|
Simões B, Guedens WJ, Keene C, Kubiak-Ossowska K, Mulheran P, Kotowska AM, Scurr DJ, Alexander MR, Broisat A, Johnson S, Muyldermans S, Devoogdt N, Adriaensens P, Mendes PM. Direct Immobilization of Engineered Nanobodies on Gold Sensors. ACS APPLIED MATERIALS & INTERFACES 2021; 13:17353-17360. [PMID: 33845569 PMCID: PMC8153533 DOI: 10.1021/acsami.1c02280] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 03/25/2021] [Indexed: 05/25/2023]
Abstract
Single-domain antibodies, known as nanobodies, have great potential as biorecognition elements for sensors because of their small size, affinity, specificity, and robustness. However, facile and efficient methods of nanobody immobilization are sought that retain their maximum functionality. Herein, we describe the direct immobilization of nanobodies on gold sensors by exploiting a modified cysteine strategically positioned at the C-terminal end of the nanobody. The experimental data based on secondary ion mass spectrometry, circular dichroism, and surface plasmon resonance, taken together with a detailed computational work (molecular dynamics simulations), support the formation of stable and well-oriented nanobody monolayers. Furthermore, the nanobody structure and activity is preserved, wherein the nanobody is immobilized at a high density (approximately 1 nanobody per 13 nm2). The strategy for the spontaneous nanobody self-assembly is simple and effective and possesses exceptional potential to be used in numerous sensing platforms, ranging from clinical diagnosis to environmental monitoring.
Collapse
Affiliation(s)
- Bárbara Simões
- School
of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom
| | - Wanda J. Guedens
- Institute
for Materials Research (IMO), Hasselt University, BE-3590 Diepenbeek, Belgium
| | - Charlie Keene
- School
of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom
| | | | - Paul Mulheran
- Department
of Chemical & Process Engineering, University
of Strathclyde, Glasgow G1 1XQ, United Kingdom
| | - Anna M. Kotowska
- School
of Pharmacy, University of Nottingham, Nottingham NG7 2RD, United Kingdom
| | - David J. Scurr
- School
of Pharmacy, University of Nottingham, Nottingham NG7 2RD, United Kingdom
| | - Morgan R Alexander
- School
of Pharmacy, University of Nottingham, Nottingham NG7 2RD, United Kingdom
| | - Alexis Broisat
- Laboratory
of Bioclinical Radiopharmaceutics, Université
Grenoble Alpes, Inserm, CHU Grenoble Alpes, LRB, 38000 Grenoble, France
| | - Steven Johnson
- Department
of Electronic Engineering, University of
York, York YO19 5DD, United Kingdom
| | - Serge Muyldermans
- Cellular
and Molecular Immunology laboratory, Vrije
Universiteit Brussel (VUB), BE-1050 Brussels, Belgium
| | - Nick Devoogdt
- In
vivo Cellular and Molecular Imaging laboratory, Vrije Universiteit Brussel (VUB), BE-1090 Brussels, Belgium
| | - Peter Adriaensens
- Institute
for Materials Research (IMO), Hasselt University, BE-3590 Diepenbeek, Belgium
| | - Paula M. Mendes
- School
of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom
| |
Collapse
|
5
|
Abstract
The formation of dense, linear arrays (fibrils) by biomolecules is the hallmark of a number of degenerative diseases, such as Alzheimer's and type-2 diabetes. Protein fibrils have also attracted interest as building blocks for new materials. It has long been recognized that surfaces can affect the fibrillation process. Recent work on the model fibril forming protein human islet amyloid polypeptide (hIAPP) has shown that while the protein concentration is highest at hydrophobic surfaces, the rate of fibril formation is lower than on other surfaces. To understand this, replica exchange molecular dynamics simulations were used to investigate the conformations that hIAPP adopts on surfaces of different hydrophobicities. The hydrophobic surface stabilizes α-helical structures which are significantly different to those found on the hydrophilic surface and in bulk solution. There is also a greatly reduced conformational ensemble on the hydrophobic surface due to long-lived contacts between hydrophobic residues on the protein and the surface. This new microscopic information will help us determine the mechanism of the enhancement of fibril formation on surfaces and provides new insight into the effect of nanointerfaces and protein conformation.
Collapse
|
6
|
Baek J, Cho Y, Park HJ, Choi G, Lee JS, Lee M, Yu SJ, Cho SW, Lee E, Im SG. A Surface-Tailoring Method for Rapid Non-Thermosensitive Cell-Sheet Engineering via Functional Polymer Coatings. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2020; 32:e1907225. [PMID: 32157771 DOI: 10.1002/adma.201907225] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Revised: 12/30/2019] [Accepted: 02/18/2020] [Indexed: 06/10/2023]
Abstract
Cell sheet engineering, a technique utilizing a monolayer cell sheet, has recently emerged as a promising technology for scaffold-free tissue engineering. In contrast to conventional tissue-engineering approaches, the cell sheet technology allows cell harvest as a continuous cell sheet with intact extracellular matrix proteins and cell-cell junction, which facilitates cell transplantation without any other artificial biomaterials. A facile, non-thermoresponsive method is demonstrated for a rapid but highly reliable platform for cell-sheet engineering. The developed method exploits the precise modulation of cell-substrate interactions by controlling the surface energy of the substrate via a series of functional polymer coatings to enable prompt cell sheet harvesting within 100 s. The engineered surface can trigger an intrinsic cellular response upon the depletion of divalent cations, leading to spontaneous cell sheet detachment under physiological conditions (pH 7.4 and 37 °C) in a non-thermoresponsive manner. Additionally, the therapeutic potential of the cell sheet is successfully demonstrated by the transplantation of multilayered cell sheets into mouse models of diabetic wounds and ischemia. These findings highlight the ability of the developed surface for non-thermoresponsive cell sheet engineering to serve as a robust platform for regenerative medicine and provide significant breakthroughs in cell sheet technology.
Collapse
Affiliation(s)
- Jieung Baek
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Younghak Cho
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Hyun-Ji Park
- Department of Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea
| | - Goro Choi
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Jong Seung Lee
- Department of Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea
| | - Minseok Lee
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Seung Jung Yu
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Seung-Woo Cho
- Department of Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, 03772, Republic of Korea
- Yonsei-IBS Institute, Yonsei University, Seoul, 03722, Republic of Korea
| | - Eunjung Lee
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Sung Gap Im
- Department of Chemical and Biomolecular Engineering and KI for NanoCentury, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| |
Collapse
|
7
|
Bieniek MK, Llopis‐Hernandez V, Douglas K, Salmeron‐Sanchez M, Lorenz CD. Minor Chemistry Changes Alter Surface Hydration to Control Fibronectin Adsorption and Assembly into Nanofibrils. ADVANCED THEORY AND SIMULATIONS 2019. [DOI: 10.1002/adts.201900169] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Mateusz K. Bieniek
- Department of PhysicsKing's College LondonLondon WC2R 2LS UK
- Francis Crick Institute1 Midland Road London NW1 1AT UK
| | | | - Katie Douglas
- Centre for the Cellular MicroenvironmentUniversity of GlasgowGlasgow G12 8LT UK
| | | | | |
Collapse
|
8
|
|
9
|
Molecular simulation of protein adsorption and conformation at gas-liquid, liquid–liquid and solid–liquid interfaces. Curr Opin Colloid Interface Sci 2019. [DOI: 10.1016/j.cocis.2018.11.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
|
10
|
Russell BA, Kubiak-Ossowska K, Chen Y, Mulheran PA. Critical role of tyrosine-20 in formation of gold nanoclusters within lysozyme: a molecular dynamics study. Phys Chem Chem Phys 2019; 21:4907-4911. [PMID: 30756100 DOI: 10.1039/c8cp06374e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Lysozyme is one of the most commonly used proteins for encapsulating gold nanoclusters, yielding Ly-AuNC complexes. While possible applications of Ly-AuNCs in environmental, biological and trace metal sensing in solution have been demonstrated, there is currently a poor understanding of the physical characteristics of the Ly-AuNC complex. In this study we have employed fully atomistic molecular dynamics simulations to gain an understanding of the formation of Au clusters within the protein. It was found that in order to form AuNCs in the simulations, an approach of targeted insertion of Au atoms at a critical surface residue was needed. Tyrosine is known to be crucial for the reduction of Au salts experimentally, and our simulations showed that Tyr20 is the key residue for the formation of an AuNC beneath the protein surface in the α-helical domain. It is hoped these observations will aid future improvements and modification of Ly-AuNCs via alterations of the alpha-helix domain or Tyr20.
Collapse
Affiliation(s)
- Ben A Russell
- Department of Physics, University of Strathclyde, John Anderson Building, 107 Rottenrow, Glasgow, G4 0NG, UK.
| | | | | | | |
Collapse
|
11
|
Connell DJ, Gebril A, Khan MAH, Patwardhan SV, Kubiak-Ossowska K, Ferro VA, Mulheran PA. Rationalising drug delivery using nanoparticles: a combined simulation and immunology study of GnRH adsorbed to silica nanoparticles. Sci Rep 2018; 8:17115. [PMID: 30459397 PMCID: PMC6244087 DOI: 10.1038/s41598-018-35143-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 10/26/2018] [Indexed: 11/30/2022] Open
Abstract
Silica nanoparticles (SiNPs) have been shown to have significant potential for drug delivery and as adjuvants for vaccines. We have simulated the adsorption of GnRH-I (gonadotrophin releasing hormone I) and a cysteine-tagged modification (cys-GnRH-I) to model silica surfaces, as well as its conjugation to the widely-used carrier protein bovine serum albumin (BSA). Our subsequent immunological studies revealed no significant antibody production was caused by the peptide-SiNP systems, indicating that the treatment was not effective. However, the testosterone response with the native peptide-SiNPs indicated a drug effect not found with cys-GnRH-I-SiNPs; this behaviour is explained by the specific orientation of the peptides at the silica surface found in the simulations. With the BSA systems, we found significant testosterone reduction, particularly for the BSA-native conjugates, and an antibody response that was notably higher with the SiNPs acting as an adjuvant; this behaviour again correlates well with the epitope presentation predicted by the simulations. The range of immunological and hormone response can therefore be interpreted and understood by the simulation results and the presentation of the peptides to solution, paving the way for the future rational design of drug delivery and vaccine systems guided by biomolecular simulation.
Collapse
Affiliation(s)
- David J Connell
- Department of Chemical and Process Engineering, University of Strathclyde, 75 Montrose Street, Glasgow, G1 1XJ, UK
| | - Ayman Gebril
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | - Mohammad A H Khan
- Department of Pathology, Faculty of Veterinary Science, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Siddharth V Patwardhan
- Department of Chemical and Biological Engineering, The University of Sheffield, Western Bank, Sheffield, S10 2TN, UK
| | - Karina Kubiak-Ossowska
- Department of Chemical and Process Engineering, University of Strathclyde, 75 Montrose Street, Glasgow, G1 1XJ, UK
| | - Valerie A Ferro
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow, G4 0RE, UK
| | - Paul A Mulheran
- Department of Chemical and Process Engineering, University of Strathclyde, 75 Montrose Street, Glasgow, G1 1XJ, UK.
| |
Collapse
|
12
|
Adsorption of Fibronectin Fragment on Surfaces Using Fully Atomistic Molecular Dynamics Simulations. Int J Mol Sci 2018; 19:ijms19113321. [PMID: 30366398 PMCID: PMC6275015 DOI: 10.3390/ijms19113321] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 10/15/2018] [Accepted: 10/23/2018] [Indexed: 01/02/2023] Open
Abstract
The effect of surface chemistry on the adsorption characteristics of a fibronectin fragment (FNIII8⁻10) was investigated using fully atomistic molecular dynamics simulations. Model surfaces were constructed to replicate self-assembled monolayers terminated with methyl, hydroxyl, amine, and carboxyl moieties. It was found that adsorption of FNIII8⁻10 on charged surfaces is rapid, specific, and driven by electrostatic interactions, and that the anchoring residues are either polar uncharged or of opposing charge to that of the targeted surfaces. On charged surfaces the presence of a strongly bound layer of water molecules and ions hinders FNIII8⁻10 adsorption. In contrast, adsorption kinetics on uncharged surfaces are slow and non-specific, as they are driven by van der Waals interactions, and the anchoring residues are polar uncharged. Due to existence of a positively charged area around its cell-binding region, FNIII8⁻10 is available for subsequent cell binding when adsorbed on a positively charged surface, but not when adsorbed on a negatively charged surface. On uncharged surfaces, the availability of the fibronectin fragment's cell-binding region is not clearly distinguished because adsorption is much less specific.
Collapse
|
13
|
Abstract
We study the influence of surface functionalization of a silica surface on insulin adsorption using accelerated molecular dynamics simulation. Three different functional groups are studied, CH3, OH, and COOH. Due to the partial charges of these groups, the surface polarity of silica is strongly altered. We find that the adsorption energies of insulin change in agreement with the decreasing surface polarity. Conformational changes in the adsorbed protein and the magnitude of the molecular dipole moment in the adsorbed state are consistent with this result. We conclude that protein adsorption on functionalized polar surfaces is governed by the induced changes in surface polarity.
Collapse
|
14
|
Ruan M, Seydou M, Noel V, Piro B, Maurel F, Barbault F. Molecular Dynamics Simulation of a RNA Aptasensor. J Phys Chem B 2017; 121:4071-4080. [PMID: 28363022 DOI: 10.1021/acs.jpcb.6b12544] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Single-stranded RNA aptamers have emerged as novel biosensor tools. However, the immobilization procedure of the aptamer onto a surface generally induces a loss of affinity. To understand this molecular process, we conducted a complete simulation study for the Flavin mononucleotide aptamer for which experimental data are available. Several molecular dynamics simulations (MD) of the Flavin in complex with its RNA aptamer were conducted in solution, linked with six thymidines (T6) and, finally, immobilized on an hexanol-thiol-functionalized gold surface. First, we demonstrated that our MD computations were able to reproduce the experimental solution structure and to provide a meaningful estimation of the Flavin free energy of binding. We also demonstrated that the T6 linkage, by itself, does not generate a perturbation of the Flavin recognition process. From the simulation of the complete biosensor system, we observed that the aptamer stays oriented parallel to the surface at a distance around 36 Å avoiding, this way, interaction with the surface. We evidenced a structural reorganization of the Flavin aptamer binding mode related to the loss of affinity and induced by an anisotropic distribution of sodium cationic densities. This means that ionic diffusion is different between the surface and the aptamer than above this last one. We suggest that these findings might be extrapolated to other nucleic acids systems for the future design of biosensors with higher efficiency and selectivity.
Collapse
Affiliation(s)
- Min Ruan
- Université Paris Diderot , Sorbonne Paris Cité, ITODYS, UMR 7086, CNRS, 15 rue J-A de Baïf, 75013 Paris, France.,School of Materials and Metallurgy, Hubei Polytechnic University , Huangshi, Hubei, China
| | - Mahamadou Seydou
- Université Paris Diderot , Sorbonne Paris Cité, ITODYS, UMR 7086, CNRS, 15 rue J-A de Baïf, 75013 Paris, France
| | - Vincent Noel
- Université Paris Diderot , Sorbonne Paris Cité, ITODYS, UMR 7086, CNRS, 15 rue J-A de Baïf, 75013 Paris, France
| | - Benoit Piro
- Université Paris Diderot , Sorbonne Paris Cité, ITODYS, UMR 7086, CNRS, 15 rue J-A de Baïf, 75013 Paris, France
| | - François Maurel
- Université Paris Diderot , Sorbonne Paris Cité, ITODYS, UMR 7086, CNRS, 15 rue J-A de Baïf, 75013 Paris, France
| | - Florent Barbault
- Université Paris Diderot , Sorbonne Paris Cité, ITODYS, UMR 7086, CNRS, 15 rue J-A de Baïf, 75013 Paris, France
| |
Collapse
|
15
|
Kubiak-Ossowska K, Tokarczyk K, Jachimska B, Mulheran PA. Bovine Serum Albumin Adsorption at a Silica Surface Explored by Simulation and Experiment. J Phys Chem B 2017; 121:3975-3986. [PMID: 28350173 DOI: 10.1021/acs.jpcb.7b01637] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Molecular details of BSA adsorption on a silica surface are revealed by fully atomistic molecular dynamics (MD) simulations (with a 0.5 μs trajectory), supported by dynamic light scattering (DLS), zeta potential, multiparametric surface plasmon resonance (MP-SPR), and contact angle experiments. The experimental and theoretical methods complement one another and lead to a wider understanding of the mechanism of BSA adsorption across a range of pH 3-9. The MD results show how the negatively charged BSA at pH7 adsorbs to the negatively charged silica surface, and reveal a unique orientation with preserved secondary and tertiary structure. The experiments then show that the protein forms complete monolayers at ∼ pH6, just above the protein's isoelectric point (pH5.1). The surface contact angle is maximum when it is completely coated with protein, and the hydrophobicity of the surface is understood in terms of the simulated protein conformation. The adsorption behavior at higher pH > 6 is also consistently interpreted using the MD picture; both the contact angle and the adsorbed protein mass density decrease with increasing pH, in line with the increasing magnitude of negative charge on both the protein and the surface. At lower pH < 5 the protein starts to unfold, and the adsorbed mass dramatically decreases. The comprehensive picture that emerges for the formation of oriented protein films with preserved native conformation will help guide efforts to create functional films for new technologies.
Collapse
Affiliation(s)
- Karina Kubiak-Ossowska
- Department of Chemical and Process Engineering, University of Strathclyde , James Weir Building, 75 Montrose Street, Glasgow G1 1XJ, U.K
| | - Karolina Tokarczyk
- J. Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Science (PAS) , Niezapominajek 8, 30-239 Cracow, Poland
| | - Barbara Jachimska
- J. Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Science (PAS) , Niezapominajek 8, 30-239 Cracow, Poland
| | - Paul A Mulheran
- Department of Chemical and Process Engineering, University of Strathclyde , James Weir Building, 75 Montrose Street, Glasgow G1 1XJ, U.K
| |
Collapse
|
16
|
Nejad MA, Mücksch C, Urbassek HM. Insulin adsorption on crystalline SiO2: Comparison between polar and nonpolar surfaces using accelerated molecular-dynamics simulations. Chem Phys Lett 2017. [DOI: 10.1016/j.cplett.2017.01.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
17
|
Mallinson D, Cheung DL, Simionesie D, Mullen AB, Zhang ZJ, Lamprou DA. Experimental and computational examination of anastellin (FnIII1c)-polymer interactions. J Biomed Mater Res A 2016; 105:737-745. [DOI: 10.1002/jbm.a.35949] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 09/27/2016] [Accepted: 10/18/2016] [Indexed: 12/11/2022]
Affiliation(s)
- David Mallinson
- Strathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS); University of Strathclyde; 161 Cathedral Street Glasgow United Kingdom
| | - David L. Cheung
- School of Chemistry; National University of Ireland; Galway, University Road Galway Ireland
| | - Dorin Simionesie
- School of Chemical Engineering; University of Birmingham; Edgbaston Birmingham United Kingdom
| | - Alexander B. Mullen
- Strathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS); University of Strathclyde; 161 Cathedral Street Glasgow United Kingdom
| | - Zhenyu J. Zhang
- School of Chemical Engineering; University of Birmingham; Edgbaston Birmingham United Kingdom
| | - Dimitrios A. Lamprou
- Strathclyde Institute of Pharmacy and Biomedical Sciences (SIPBS); University of Strathclyde; 161 Cathedral Street Glasgow United Kingdom
- Centre for Innovative Manufacturing in Continuous Manufacturing and Crystallisation (CMAC); University of Strathclyde; Glasgow United Kingdom
| |
Collapse
|
18
|
Kubiak-Ossowska K, Jachimska B, Mulheran PA. How Negatively Charged Proteins Adsorb to Negatively Charged Surfaces: A Molecular Dynamics Study of BSA Adsorption on Silica. J Phys Chem B 2016; 120:10463-10468. [PMID: 27657173 DOI: 10.1021/acs.jpcb.6b07646] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
How proteins adsorb to inorganic material surfaces is critically important for the development of new biotechnologies, since the orientation and structure of the adsorbed proteins impacts their functionality. While it is known that many negatively charged proteins readily adsorb to negatively charged oxide surfaces, a detailed understanding of how this process occurs is lacking. In this work we study the adsorption of BSA, an important transport protein that is negatively charged at physiological conditions, to a model silica surface that is also negatively charged. We use fully atomistic molecular dynamics to provide detailed understanding of the noncovalent interactions that bind the BSA to the silica surface. Our results provide new insight into the competing roles of long-range electrostatics and short-range forces, and the consequences this has for the orientation and structure of the adsorbed proteins.
Collapse
Affiliation(s)
- Karina Kubiak-Ossowska
- Department of Chemical and Process Engineering, University of Strathclyde , James Weir Building, 75 Montrose Street, Glasgow G1 1XJ, United Kingdom
| | - Barbara Jachimska
- J. Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Science (PAS) , Niezapominajek 8, 30-239 Cracow, Poland
| | - Paul A Mulheran
- Department of Chemical and Process Engineering, University of Strathclyde , James Weir Building, 75 Montrose Street, Glasgow G1 1XJ, United Kingdom
| |
Collapse
|
19
|
Andersen A, Reardon PN, Chacon SS, Qafoku NP, Washton NM, Kleber M. Protein-Mineral Interactions: Molecular Dynamics Simulations Capture Importance of Variations in Mineral Surface Composition and Structure. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:6194-6209. [PMID: 27243116 DOI: 10.1021/acs.langmuir.6b01198] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Molecular dynamics simulations, conventional and metadynamics, were performed to determine the interaction of model protein Gb1 over kaolinite (001), Na(+)-montmorillonite (001), Ca(2+)-montmorillonite (001), goethite (100), and Na(+)-birnessite (001) mineral surfaces. Gb1, a small (56 residue) protein with a well-characterized solution-state nuclear magnetic resonance (NMR) structure and having α-helix, 4-fold β-sheet, and hydrophobic core features, is used as a model protein to study protein soil mineral interactions and gain insights on structural changes and potential degradation of protein. From our simulations, we observe little change to the hydrated Gb1 structure over the kaolinite, montmorillonite, and goethite surfaces relative to its solvated structure without these mineral surfaces present. Over the Na(+)-birnessite basal surface, however, the Gb1 structure is highly disturbed as a result of interaction with this birnessite surface. Unraveling of the Gb1 β-sheet at specific turns and a partial unraveling of the α-helix is observed over birnessite, which suggests specific vulnerable residue sites for oxidation or hydrolysis possibly leading to fragmentation.
Collapse
Affiliation(s)
| | | | - Stephany S Chacon
- Department of Crop and Soil Science, Oregon State University , Corvallis, Oregon 97331, United States
| | | | | | - Markus Kleber
- Department of Crop and Soil Science, Oregon State University , Corvallis, Oregon 97331, United States
- Institut für Bodenlandschaftsforschung, Leibniz Zentrum für Agrarlandschaftsforschung (ZALF) , Eberswalder Straβe 84, 15374 Müncheberg, Germany
| |
Collapse
|
20
|
Charchar P, Christofferson AJ, Todorova N, Yarovsky I. Understanding and Designing the Gold-Bio Interface: Insights from Simulations. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2016; 12:2395-418. [PMID: 27007031 DOI: 10.1002/smll.201503585] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Revised: 02/01/2016] [Indexed: 05/20/2023]
Abstract
Gold nanoparticles (AuNPs) are an integral part of many exciting and novel biomedical applications, sparking the urgent need for a thorough understanding of the physicochemical interactions occurring between these inorganic materials, their functional layers, and the biological species they interact with. Computational approaches are instrumental in providing the necessary molecular insight into the structural and dynamic behavior of the Au-bio interface with spatial and temporal resolutions not yet achievable in the laboratory, and are able to facilitate a rational approach to AuNP design for specific applications. A perspective of the current successes and challenges associated with the multiscale computational treatment of Au-bio interfacial systems, from electronic structure calculations to force field methods, is provided to illustrate the links between different approaches and their relationship to experiment and applications.
Collapse
Affiliation(s)
- Patrick Charchar
- School of Engineering, RMIT University, Melbourne, Victoria, 3001, Australia
| | | | - Nevena Todorova
- School of Engineering, RMIT University, Melbourne, Victoria, 3001, Australia
| | - Irene Yarovsky
- School of Engineering, RMIT University, Melbourne, Victoria, 3001, Australia
| |
Collapse
|
21
|
Chavent M, Seiradake E, Jones EY, Sansom MSP. Structures of the EphA2 Receptor at the Membrane: Role of Lipid Interactions. Structure 2016; 24:337-47. [PMID: 26724997 PMCID: PMC4744086 DOI: 10.1016/j.str.2015.11.008] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Revised: 10/19/2015] [Accepted: 11/13/2015] [Indexed: 11/29/2022]
Abstract
Ephs are transmembrane receptors that mediate cell-cell signaling. The N-terminal ectodomain binds ligands and enables receptor clustering, which activates the intracellular kinase. Relatively little is known about the function of the membrane-proximal fibronectin domain 2 (FN2) of the ectodomain. Multiscale molecular dynamics simulations reveal that FN2 interacts with lipid bilayers via a site comprising K441, R443, R465, Q462, S464, S491, W467, F490, and P459-461. FN2 preferentially binds anionic lipids, a preference that is reduced in the mutant K441E + R443E. We confirm these results by measuring the binding of wild-type and mutant FN2 domains to lipid vesicles. In simulations of the complete EphA2 ectodomain plus the transmembrane region, we show that FN2 anchors the otherwise flexible ectodomain at the surface of the bilayer. Altogether, our data suggest that FN2 serves a dual function of interacting with anionic lipids and constraining the structure of the EphA2 ectodomain to adopt membrane-proximal configurations.
Collapse
Affiliation(s)
- Matthieu Chavent
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Elena Seiradake
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK; Division of Structural Biology, Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford OX3 7BN, UK
| | - E Yvonne Jones
- Division of Structural Biology, Wellcome Trust Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford OX3 7BN, UK
| | - Mark S P Sansom
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK.
| |
Collapse
|
22
|
Mulheran PA, Connell DJ, Kubiak-Ossowska K. Steering protein adsorption at charged surfaces: electric fields and ionic screening. RSC Adv 2016. [DOI: 10.1039/c6ra16391b] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Protein adsorption at charged surfaces is a common process in the development of functional technological devices.
Collapse
Affiliation(s)
- Paul A. Mulheran
- Department of Chemical and Process Engineering
- University of Strathclyde
- Glasgow G1 1XJ
- UK
| | - David J. Connell
- Department of Chemical and Process Engineering
- University of Strathclyde
- Glasgow G1 1XJ
- UK
| | | |
Collapse
|
23
|
Kubiak-Ossowska K, Cwieka M, Kaczynska A, Jachimska B, Mulheran PA. Lysozyme adsorption at a silica surface using simulation and experiment: effects of pH on protein layer structure. Phys Chem Chem Phys 2015; 17:24070-7. [PMID: 26315945 DOI: 10.1039/c5cp03910j] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Hen Egg White Lysozyme (HEWL) is a widely used exemplar to study protein adsorption on surfaces and interfaces. Here we use fully atomistic Molecular Dynamics (MD) simulations, Multi-Parametric Surface Plasmon Resonance (MP-SPR), contact angle and zeta potential measurements to study HEWL adsorption at a silica surface. The simulations provide a detailed description of the adsorption mechanism and indicate that at pH7 the main adsorption driving force is electrostatics, supplemented by weaker hydrophobic forces. Moreover, they reveal the preferred orientation of the adsorbed protein and show that its structure is only slightly altered at the interface with the surface. This provides the basis for interpreting the experimental results, which indicate the surface adsorbs a close-packed monolayer at about pH10 where the surface has a large negative zeta potential and the HEWL is positively charged. At higher pH, the adsorption amount of the protein layer is greatly reduced due to the loss of charge on the protein. At lower pH, the smaller zeta potential of the surface leads to lower HEWL adsorption. These interpretations are complemented by the contact angle measurements that show how the hydrophobicity of the surface is greatest when the surface coverage is highest. The simulations provide details of the hydrophobic residues exposed to solution by the adsorbed HEWL, completing the picture of the protein layer structure.
Collapse
Affiliation(s)
- Karina Kubiak-Ossowska
- Department of Chemical and Process Engineering, University of Strathclyde, James Weir Building, 75 Montrose Street, Glasgow G1 1XJ, UK.
| | | | | | | | | |
Collapse
|
24
|
Russell BA, Kubiak-Ossowska K, Mulheran PA, Birch DJS, Chen Y. Locating the nucleation sites for protein encapsulated gold nanoclusters: a molecular dynamics and fluorescence study. Phys Chem Chem Phys 2015; 17:21935-41. [DOI: 10.1039/c5cp02380g] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Fluorescent gold nanoclusters encapsulated by proteins have attracted considerable attention in recent years for their unique properties as new fluorescence probes for biological sensing and imaging.
Collapse
Affiliation(s)
- B. A. Russell
- Department of Physics
- Strathclyde University
- Glasgow G4 0NG
- UK
| | - K. Kubiak-Ossowska
- Department of Chemical and Process Engineering
- Strathclyde University
- Glasgow G1 1XJ
- UK
| | - P. A. Mulheran
- Department of Chemical and Process Engineering
- Strathclyde University
- Glasgow G1 1XJ
- UK
| | - D. J. S. Birch
- Department of Physics
- Strathclyde University
- Glasgow G4 0NG
- UK
| | - Y. Chen
- Department of Physics
- Strathclyde University
- Glasgow G4 0NG
- UK
| |
Collapse
|