1
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PEGylation of genistein-loaded bovine serum albumin nanoparticles and its effect on in vitro cell viability and genotoxicity properties. Colloids Surf B Biointerfaces 2023; 222:113082. [PMID: 36542950 DOI: 10.1016/j.colsurfb.2022.113082] [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: 08/09/2022] [Revised: 11/16/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022]
Abstract
Self-assembled bovine serum albumin nanoparticles loaded with the isoflavone genistein have shown apoptosis-mediated cytotoxicity against murine mammary adenocarcinoma F3II cells. Due to their protein nature and small particle size (13-15 nm), their parenteral administration could be affected by possible immunogenic reactions and rapid clearance from the bloodstream. To avoid these problems, PEGylation of the systems was achieved in this work by using a 30 kDa methoxy-polyethylene glycol carbonyl imidazole derivative through the reaction between the carbonyl imidazole group and the amino groups of Lys residues on the protein surface, which was confirmed by a 17% reduction in the available amino groups content measured by the o-phthaldialdehyde method. PEGylated isoforms were obtained, showing an increase of particle size from 13 to 15 nm to around 260 nm, and were purified by SEC-FPLC and characterized by SDS-PAGE, DLS and AFM techniques. The effect of PEGylation on BSAnp-Gen cytotoxicity and genotoxicity against F3II cells was evaluated in vitro by MTT assay, flow cytometry analysis and micronucleus assay. From the results, PEGylation produced an improvement of the biological properties of genistein-loaded nanoparticles in terms of cytotoxicity (lower IC50), not affecting the induction of apoptosis, decreasing the genotoxicity of the systems (less induction of micronucleus formation).
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2
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Pritzlaff A, Ferré G, Mulry E, Lin L, Pour NG, Savin DA, Harris M, Eddy MT. Atomic-Scale View of Protein-PEG Interactions that Redirect the Thermal Unfolding Pathway of PEGylated Human Galectin-3. Angew Chem Int Ed Engl 2022; 61:e202203784. [PMID: 35922375 PMCID: PMC9529833 DOI: 10.1002/anie.202203784] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Indexed: 07/28/2023]
Abstract
PEGylation is a promising approach to address the central challenge of applying biologics, i.e., lack of protein stability in the demanding environment of the human body. Wider application is hindered by lack of atomic level understanding of protein-PEG interactions, preventing design of conjugates with predicted properties. We deployed an integrative structural and biophysical approach to address this critical challenge with the PEGylated carbohydrate recognition domain of human galectin-3 (Gal3C), a lectin essential for cell adhesion and potential biologic. PEGylation dramatically increased Gal3C thermal stability, forming a stable intermediate and redirecting its unfolding pathway. Structural details revealed by NMR pointed to a potential role of PEG localization facilitated by charged residues. Replacing these residues subtly altered the protein-PEG interface and thermal unfolding behavior, providing insight into rationally designing conjugates while preserving PEGylation benefits.
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Affiliation(s)
- Amanda Pritzlaff
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
| | - Guillaume Ferré
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
| | - Emma Mulry
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
| | - Ling Lin
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
| | | | - Daniel A. Savin
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
| | - Michael Harris
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
| | - Matthew T. Eddy
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA
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3
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Mao L, Russell AJ, Carmali S. Moving Protein PEGylation from an Art to a Data Science. Bioconjug Chem 2022; 33:1643-1653. [PMID: 35994522 PMCID: PMC9501918 DOI: 10.1021/acs.bioconjchem.2c00262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
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PEGylation is a well-established and clinically proven
half-life
extension strategy for protein delivery. Protein modification with
amine-reactive poly(ethylene glycol) (PEG) generates heterogeneous
and complex bioconjugate mixtures, often composed of several PEG positional
isomers with varied therapeutic efficacy. Laborious and costly experiments
for reaction optimization and purification are needed to generate
a therapeutically useful PEG conjugate. Kinetic models which accurately
predict the outcome of so-called “random” PEGylation
reactions provide an opportunity to bypass extensive wet lab experimentation
and streamline the bioconjugation process. In this study, we propose
a protein tertiary structure-dependent reactivity model that describes
the rate of protein-amine PEGylation and introduces “PEG chain
coverage” as a tangible metric to assess the shielding effect
of PEG chains. This structure-dependent reactivity model was implemented
into three models (linear, structure-based, and machine-learned) to
gain insight into how protein-specific molecular descriptors (exposed
surface areas, pKa, and surface charge)
impacted amine reactivity at each site. Linear and machine-learned
models demonstrated over 75% prediction accuracy with butylcholinesterase.
Model validation with Somavert, PEGASYS, and phenylalanine ammonia
lyase showed good correlation between predicted and experimentally
determined degrees of modification. Our structure-dependent reactivity
model was also able to simulate PEGylation progress curves and estimate
“PEGmer” distribution with accurate predictions across
different proteins, PEG linker chemistry, and PEG molecular weights.
Moreover, in-depth analysis of these simulated reaction curves highlighted
possible PEG conformational transitions (from dumbbell to brush) on the surface of lysozyme, as a function
of PEG molecular weight.
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Affiliation(s)
- Leran Mao
- Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Alan J Russell
- Amgen Inc., Thousand Oaks, California 91320, United States
| | - Sheiliza Carmali
- School of Pharmacy, Queen's University Belfast, Belfast, BT9 7BL United Kingdom
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4
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Pritzlaff A, Ferré G, Mulry E, Lin L, Pour NG, Eddy M, Savin DA, Harris M. Atomic‐Scale View of Protein–PEG Interactions that Redirect the Thermal Unfolding Pathway of PEGylated Human Galectin‐3. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202203784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
| | | | - Emma Mulry
- University of Florida Department of Chemistry UNITED STATES
| | - Ling Lin
- University of Florida Department of Chemistry UNITED STATES
| | | | - Matthew Eddy
- University of Florida Chemistry 126 Sisler Hall 32611 Gainesville UNITED STATES
| | | | - Michael Harris
- University of Florida Department of Chemistry UNITED STATES
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5
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Based on the Second Virial Coefficient (A2) to Study Effect of the Synergistic Action of Solvent and External Electric Field on the Solution Behavior and Film’s Condensed State Structure. CHINESE JOURNAL OF POLYMER SCIENCE 2022. [DOI: 10.1007/s10118-022-2687-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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6
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Pinheiro-Junior EL, Boldrini-França J, Takeda AAS, Costa TR, Peigneur S, Cardoso IA, Oliveira ISD, Sampaio SV, de Mattos Fontes MR, Tytgat J, Arantes EC. Towards toxin PEGylation: The example of rCollinein-1, a snake venom thrombin-like enzyme, as a PEGylated biopharmaceutical prototype. Int J Biol Macromol 2021; 190:564-573. [PMID: 34506860 DOI: 10.1016/j.ijbiomac.2021.09.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 08/18/2021] [Accepted: 09/01/2021] [Indexed: 12/18/2022]
Abstract
PEGylation was firstly described around 50 years ago and has been used for more than 30 years as a strategy to improve the drugability of biopharmaceuticals. However, it remains poorly employed in toxinology, even though it may be a promising strategy to empower these compounds in therapeutics. This work reports the PEGylation of rCollinein-1, a recombinant snake venom serine protease (SVSP), able to degrade fibrinogen and inhibit the hEAG1 potassium channel. We compared the functional, structural, and immunogenic properties of the non-PEGylated (rCollinein-1) and PEGylated (PEG-rCollinein-1) forms. PEG-rCollinein-1 shares similar kinetic parameters with rCollinein-1, maintaining its capability of degrading fibrinogen, but with reduced activity on hEAG1 channel. CD analysis revealed the maintenance of protein conformation after PEGylation, and thermal shift assays demonstrated similar thermostability. Both forms of the enzyme showed to be non-toxic to peripheral blood mononuclear cells (PBMC). In silico epitope prediction indicated three putative immunogenic peptides. However, immune response on mice showed PEG-rCollinein-1 was devoid of immunogenicity. PEGylation directed rCollinein-1 activity towards hemostasis control, broadening its possibilities to be employed as a defibrinogenant agent.
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Affiliation(s)
- Ernesto Lopes Pinheiro-Junior
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Av. do Café s/n°, 14040-903 Ribeirão Preto, SP, Brazil; Toxicology and Pharmacology, KU Leuven, O&N II Herestraat 49 - PO box 922, 3000 Leuven, Belgium
| | - Johara Boldrini-França
- University of Vila Velha, Av. Comissário José Dantas de Melo, 21, Boa Vista II, 29102-920 Vila Velha, ES, Brazil
| | | | - Tássia Rafaella Costa
- Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Steve Peigneur
- Toxicology and Pharmacology, KU Leuven, O&N II Herestraat 49 - PO box 922, 3000 Leuven, Belgium
| | - Iara Aimê Cardoso
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Av. do Café s/n°, 14040-903 Ribeirão Preto, SP, Brazil
| | - Isadora Sousa de Oliveira
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Av. do Café s/n°, 14040-903 Ribeirão Preto, SP, Brazil
| | - Suely Vilela Sampaio
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Av. do Café s/n°, 14040-903 Ribeirão Preto, SP, Brazil
| | | | - Jan Tytgat
- Toxicology and Pharmacology, KU Leuven, O&N II Herestraat 49 - PO box 922, 3000 Leuven, Belgium
| | - Eliane Candiani Arantes
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Av. do Café s/n°, 14040-903 Ribeirão Preto, SP, Brazil.
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7
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Gury L, Kamble S, Parisi D, Zhang J, Lee J, Abdullah A, Matyjaszewski K, Bockstaller MR, Vlassopoulos D, Fytas G. Internal Microstructure Dictates Interactions of Polymer-grafted Nanoparticles in Solution. Macromolecules 2021; 54:7234-7243. [PMID: 34393270 PMCID: PMC8361431 DOI: 10.1021/acs.macromol.1c00907] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 07/07/2021] [Indexed: 11/30/2022]
Abstract
Understanding the effects of polymer brush architecture on particle interactions in solution is requisite to enable the development of functional materials based on self-assembled polymer-grafted nanoparticles (GNPs). Static and dynamic light scattering of polystyrene-grafted silica particle solutions in toluene reveals that the pair interaction potential, inferred from the second virial coefficient, A 2, is strongly affected by the grafting density, σ, and degree of polymerization, N, of tethered chains. In the limit of intermediate σ (∼0.3 to 0.6 nm-2) and high N, A 2 is positive and increases with N. This confirms the good solvent conditions and can be qualitatively rationalized on the basis of a pair interaction potential derived for grafted (brush) particles. In contrast, for high σ > 0.6 nm-2 and low N, A 2 displays an unexpected reversal to negative values, thus indicating poor solvent conditions. These findings are rationalized by means of a simple analysis based on a coarse-grained brush potential, which balances the attractive core-core interactions and the excluded volume interactions imparted by the polymer grafts. The results suggest that the steric crowding of polymer ligands in dense GNP systems may fundamentally alter the interactions between brush particles in solution and highlight the crucial role of architecture (internal microstructure) on the behavior of hybrid materials. The effect of grafting density also illustrates the opportunity to tailor the physical properties of hybrid materials by altering geometry (or architecture) rather than a variation of the chemical composition.
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Affiliation(s)
- Leo Gury
- Institute
of Electronic Structure and Laser, FORTH, University of Crete, 70013 Heraklion, Greece
- Department
of Materials Science and Technology, University
of Crete, 70013 Heraklion, Greece
| | - Samruddhi Kamble
- Institute
of Electronic Structure and Laser, FORTH, University of Crete, 70013 Heraklion, Greece
| | - Daniele Parisi
- Institute
of Electronic Structure and Laser, FORTH, University of Crete, 70013 Heraklion, Greece
- Department
of Materials Science and Technology, University
of Crete, 70013 Heraklion, Greece
| | - Jianan Zhang
- Department
of Materials Science and Engineering, Carnegie
Mellon University, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Jaejun Lee
- Department
of Materials Science and Engineering, Carnegie
Mellon University, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Ayesha Abdullah
- Department
of Materials Science and Engineering, Carnegie
Mellon University, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Krzysztof Matyjaszewski
- Chemistry
Department, Carnegie Mellon University, 4400 Fifth Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Michael R. Bockstaller
- Department
of Materials Science and Engineering, Carnegie
Mellon University, 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15213, United States
| | - Dimitris Vlassopoulos
- Institute
of Electronic Structure and Laser, FORTH, University of Crete, 70013 Heraklion, Greece
| | - George Fytas
- Max
Planck Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
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8
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Bansal R, Jha SK, Jha NK. Size-based Degradation of Therapeutic Proteins - Mechanisms, Modelling and Control. Biomol Concepts 2021; 12:68-84. [PMID: 34146465 DOI: 10.1515/bmc-2021-0008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 05/07/2021] [Indexed: 02/02/2023] Open
Abstract
Protein therapeutics are in great demand due to their effectiveness towards hard-to-treat diseases. Despite their high demand, these bio-therapeutics are very susceptible to degradation via aggregation, fragmentation, oxidation, and reduction, all of which are very likely to affect the quality and efficacy of the product. Mechanisms and modelling of these degradation (aggregation and fragmentation) pathways is critical for gaining a deeper understanding of stability of these products. This review aims to provide a summary of major developments that have occurred towards unravelling the mechanisms of size-based protein degradation (particularly aggregation and fragmentation), modelling of these size-based degradation pathways, and their control. Major caveats that remain in our understanding and control of size-based protein degradation have also been presented and discussed.
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Affiliation(s)
- Rohit Bansal
- Department of Biotechnology, School of Engineering & Technology (SET), Sharda University, Greater Noida, Uttar Pradesh, India
| | - Saurabh Kumar Jha
- Department of Biotechnology, School of Engineering & Technology (SET), Sharda University, Greater Noida, Uttar Pradesh, India
| | - Niraj Kumar Jha
- Department of Biotechnology, School of Engineering & Technology (SET), Sharda University, Greater Noida, Uttar Pradesh, India
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9
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Ciepluch K, Biehl R, Bryszewska M, Arabski M. Poly(propylene imine) dendrimers can bind to PEGylated albumin at PEG and albumin surface: Biophysical examination of a PEGylated platform to transport cationic dendritic nanoparticles. Biopolymers 2020; 111:e23386. [PMID: 32544981 DOI: 10.1002/bip.23386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 06/01/2020] [Accepted: 06/02/2020] [Indexed: 12/28/2022]
Abstract
Cationic dendrimers are considered one of the best drug transporters in the body. However, in order to improve their biocompatibility, modification of them is required to reduce toxicity. In this way, many dendrimers may lose their original properties, for example, anticancer. To improve biocompatibility of dendrimers, it is possible to complex them with albumin, as is done very often in drug delivery. However, the interaction of dendrimers with albumin can lead to protein structure disruption or no complexation at all. Therefore, the investigation of the interaction between cationic poly-(propylene imine) dendrimers and polyethylene glycol (PEG)-albumin by fluorescence, circular dichroism, small angle X-ray scattering (SAXS), and transmission electron microscopy was carried out. Results show that cationic dendrimers bind to PEGylated albumin at PEG and albumin surfaces. The obtained results for 5k-PEG indicate a preferential binding of the dendrimers to PEG. For 20k-PEG binding of dendrimers to PEG and protein could induce a collapse of the PEG chain onto the protein surface. This opens up new possibilities to the use of PEGylated albumin as a platform to carry dendrimers without changing the albumin structure and improve the pharmacokinetic properties of dendrimers without further modification.
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Affiliation(s)
- Karol Ciepluch
- Division of Medical Biology, Jan Kochanowski University, Kielce, Poland
| | - Ralf Biehl
- Jülich Centre for Neutron Science & Institute of Complex Systems (JCNS-1&ICS-1), Forschungszentrum Jülich, Jülich, Germany
| | - Maria Bryszewska
- Department of General Biophysics, University of Lodz, Lodz, Poland
| | - Michał Arabski
- Division of Medical Biology, Jan Kochanowski University, Kielce, Poland
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10
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Brush-modified materials: Control of molecular architecture, assembly behavior, properties and applications. Prog Polym Sci 2020. [DOI: 10.1016/j.progpolymsci.2019.101180] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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11
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Munasinghe A, Mathavan A, Mathavan A, Lin P, Colina CM. PEGylation within a confined hydrophobic cavity of a protein. Phys Chem Chem Phys 2019; 21:25584-25596. [PMID: 31720639 DOI: 10.1039/c9cp04387j] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The conjugation of polyethylene glycol (PEG) to proteins, known as PEGylation, has increasingly been employed to expand the efficacy of therapeutic drugs. Recently, research has emphasized the effect of the conjugation site on protein-polymer interactions. In this study, we performed atomistic molecular dynamics (MD) simulations of lysine 116 PEGylated bovine serum albumin (BSA) to illustrate how conjugation near a hydrophobic pocket affects the conjugate's dynamics and observed altered low mode vibrations in the protein. MD simulations were performed for a total of 1.5 μs for each PEG chain molecular mass from 2 to 20 kDa. Analysis of preferential PEG-BSA interactions showed that polymer behavior was also affected as proximity to the attractive protein surface patches promoted interactions in small (2 kDa) PEG chains, while the confined environment of the conjugation site reduced the expected BSA surface coverage when the polymer molecular mass increased to 10 kDa. This thorough analysis of PEG-BSA interactions and polymer dynamics increases the molecular understanding of site-specific PEGylation and enhances the use of protein-polymer conjugates as therapeutics.
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Affiliation(s)
- Aravinda Munasinghe
- Department of Chemistry, University of Florida, Gainesville, Florida 32611, USA.
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12
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Munasinghe A, Mathavan A, Mathavan A, Lin P, Colina CM. Molecular Insight into the Protein–Polymer Interactions in N-Terminal PEGylated Bovine Serum Albumin. J Phys Chem B 2019; 123:5196-5205. [DOI: 10.1021/acs.jpcb.8b12268] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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13
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Wang W, Roberts CJ. Protein aggregation – Mechanisms, detection, and control. Int J Pharm 2018; 550:251-268. [DOI: 10.1016/j.ijpharm.2018.08.043] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 08/18/2018] [Accepted: 08/20/2018] [Indexed: 12/19/2022]
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14
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Ramezanghorbani F, Lin P, Colina CM. Optimizing Protein–Polymer Interactions in a Poly(ethylene glycol) Coarse-Grained Model. J Phys Chem B 2018; 122:7997-8005. [DOI: 10.1021/acs.jpcb.8b05359] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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15
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Ciepluch K, Radulescu A, Hoffmann I, Raba A, Allgaier J, Richter D, Biehl R. Influence of PEGylation on Domain Dynamics of Phosphoglycerate Kinase: PEG Acts Like Entropic Spring for the Protein. Bioconjug Chem 2018; 29:1950-1960. [DOI: 10.1021/acs.bioconjchem.8b00203] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Karol Ciepluch
- Jülich Centre for Neutron Science & Institute of Complex Systems (JCNS-1&ICS-1), Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Aurel Radulescu
- Jülich Centre for Neutron Science JCNS at Heinz Maier-Leibnitz Zentrum (MLZ), Forschungszentrum Jülich, 85748 Garching, Germany
| | - Ingo Hoffmann
- Institute Laue-Langevin (ILL), 71 rue des Martyrs, 38042 Grenoble, Cedex 9, France
| | - Andreas Raba
- Jülich Centre for Neutron Science & Institute of Complex Systems (JCNS-1&ICS-1), Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Jürgen Allgaier
- Jülich Centre for Neutron Science & Institute of Complex Systems (JCNS-1&ICS-1), Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Dieter Richter
- Jülich Centre for Neutron Science & Institute of Complex Systems (JCNS-1&ICS-1), Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Ralf Biehl
- Jülich Centre for Neutron Science & Institute of Complex Systems (JCNS-1&ICS-1), Forschungszentrum Jülich, 52425 Jülich, Germany
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16
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Liu H, Zhao HY, Müller-Plathe F, Qian HJ, Sun ZY, Lu ZY. Distribution of the Number of Polymer Chains Grafted on Nanoparticles Fabricated by Grafting-to and Grafting-from Procedures. Macromolecules 2018. [DOI: 10.1021/acs.macromol.8b00309] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Hong Liu
- State Key Laboratory of Supramolecular Structure and Materials, Laboratory of Theoretical and Computational Chemistry, Institute of Theoretical Chemistry, Jilin University, Changchun 130023, China
- Eduard-Zintl-Institut für Anorganische und Physikalische Chemie, Technische Universität Darmstadt, 64287 Darmstadt, Germany
| | - Huan-Yu Zhao
- State Key Laboratory of Supramolecular Structure and Materials, Laboratory of Theoretical and Computational Chemistry, Institute of Theoretical Chemistry, Jilin University, Changchun 130023, China
| | - Florian Müller-Plathe
- Eduard-Zintl-Institut für Anorganische und Physikalische Chemie, Technische Universität Darmstadt, 64287 Darmstadt, Germany
| | - Hu-Jun Qian
- State Key Laboratory of Supramolecular Structure and Materials, Laboratory of Theoretical and Computational Chemistry, Institute of Theoretical Chemistry, Jilin University, Changchun 130023, China
| | - Zhao-Yan Sun
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
| | - Zhong-Yuan Lu
- State Key Laboratory of Supramolecular Structure and Materials, Laboratory of Theoretical and Computational Chemistry, Institute of Theoretical Chemistry, Jilin University, Changchun 130023, China
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