1
|
Zhang Z, Lyu K, Peng B, Chen H, Chen Q, Luo C, Wang D. Shear-induced rotation enhances protein adsorption. Colloids Surf B Biointerfaces 2025; 249:114508. [PMID: 39799607 DOI: 10.1016/j.colsurfb.2025.114508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 12/22/2024] [Accepted: 01/07/2025] [Indexed: 01/15/2025]
Abstract
Theories predicted that shear promotes desorption, but due to the presence of factors such as aggregation effects, it is difficult to observe how shear influences the adsorption and desorption of individual protein molecules. In this study, we employed high-throughput single-molecule tracking and molecular dynamics simulations to investigate how shear flow affects the adsorption kinetics of plasma proteins (including human serum albumin, immunoglobulin G, and fibrinogen) at solid-liquid interfaces. Over the studied shear rate range of 0 - 103 s-1, shear stress did not trigger the protein desorption. Notably, we observed a significant increase, up to two orders of magnitude, in the adsorption rate constants ka, in the dilute limit at solid-liquid interfaces. However, this shear-induced increase in ka diminished with increasing the protein concentrations. At least in the scenarios studied, these trends were consistent across all three types of proteins and two types of surfaces investigated. Through a systematic analysis combining control experiments, coarse-grained, and all-atom molecular dynamics simulations, we identified that the shear-induced increase in ka could be attributed to enhanced protein rotational diffusion, thereby increasing the likelihood of favorable surface proximity for adsorption.
Collapse
Affiliation(s)
- Zhengfu Zhang
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China; School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, PR China
| | - Kaixuan Lyu
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China
| | - Bo Peng
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China
| | - Hongbo Chen
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China
| | - Quan Chen
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China
| | - Chuanfu Luo
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China.
| | - Dapeng Wang
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Jilin, Changchun 130022, PR China; School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, PR China.
| |
Collapse
|
2
|
Fernandez L, Hess S, Klapp SHL. Nonequilibrium dynamics and entropy production of a trapped colloidal particle in a complex nonreciprocal medium. Phys Rev E 2024; 109:054129. [PMID: 38907489 DOI: 10.1103/physreve.109.054129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 05/02/2024] [Indexed: 06/24/2024]
Abstract
We discuss the two-dimensional motion of a Brownian particle that is confined to a harmonic trap and driven by a shear flow. The surrounding medium induces memory effects modeled by a linear, typically nonreciprocal coupling of the particle coordinates to an auxiliary (hidden) variable. The system's behavior resulting from the microscopic Langevin equations for the three variables is analyzed by means of exact moment equations derived from the Fokker-Planck representation, and numerical Brownian dynamics simulations. Increasing the shear rate beyond a critical value we observe, for suitable coupling scenarios with nonreciprocal elements, a transition from a stationary to a nonstationary state, corresponding to an escape from the trap. We analyze this behavior, analytically and numerically, in terms of the associated moments of the probability distribution, and from the perspective of nonequilibrium thermodynamics. Intriguingly, the entropy production rate remains finite when crossing the stability threshold.
Collapse
|
3
|
Moino C, Artusio F, Pisano R. Shear stress as a driver of degradation for protein-based therapeutics: More accomplice than culprit. Int J Pharm 2024; 650:123679. [PMID: 38065348 DOI: 10.1016/j.ijpharm.2023.123679] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/27/2023] [Accepted: 12/04/2023] [Indexed: 01/08/2024]
Abstract
Protein degradation is a major concern for protein-based therapeutics. It may alter the biological activity of the product and raise the potential for undesirable effects on the patients. Among the numerous drivers of protein degradation, shear stress has been the focus around which much work has revolved since the 1970s. In the pharmaceutical realm, the product is often processed through several unit operations, which include mixing, pumping, filtration, filling, and atomization. Nonetheless, the drug might be exposed to significant shear stresses, which might cooperatively contribute to product degradation, together with interfacial stress. This review presents fundamentals of shear stress about protein structure, followed by an overview of the drivers of product degradation. The impact of shear stress on protein stability in different unit operations is then presented, and recommendations for limiting the adverse effects on the biopharmaceutical formulations are outlined. Finally, several devices used to explore the effects of shear stress are discussed.
Collapse
Affiliation(s)
- Camilla Moino
- Department of Applied Science and Technology, Politecnico di Torino, 24 Corso Duca degli Abruzzi, Torino 10129, Italy
| | - Fiora Artusio
- Department of Applied Science and Technology, Politecnico di Torino, 24 Corso Duca degli Abruzzi, Torino 10129, Italy
| | - Roberto Pisano
- Department of Applied Science and Technology, Politecnico di Torino, 24 Corso Duca degli Abruzzi, Torino 10129, Italy.
| |
Collapse
|
4
|
Willis LF, Toprani V, Wijetunge S, Sievers A, Lin L, Williams J, Crowley TJ, Radford SE, Kapur N, Brockwell DJ. Exploring a role for flow-induced aggregation assays in platform formulation optimisation for antibody-based proteins. J Pharm Sci 2023; 113:S0022-3549(23)00441-0. [PMID: 39492475 DOI: 10.1016/j.xphs.2023.10.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 10/23/2023] [Accepted: 10/23/2023] [Indexed: 11/05/2024]
Abstract
The development time of therapeutic monoclonal antibodies (mAbs) has been shortened by formulation platforms and the assessment of 'protein stability' using 'developability' assays. A range of assays are used to measure stability to a variety of stresses, including forces induced by hydrodynamic flow. We have previously developed a low-volume Extensional Flow Device (EFD) which subjects proteins to defined fluid flow fields in the presence of glass interfaces and used it to identify robust candidate sequences. Here, we study the aggregation of mAbs and Fc-fusion proteins using the EFD and orbital shaking under different formulations, investigating the relationship between these assays and evaluating their potential in formulation optimisation. EFD experiments identified the least aggregation-prone molecule using a fraction of the material and time involved in traditional screening. We also show that the EFD can differentiate between different formulations and that protective formulations containing polysorbate 80 stabilised poorly developable Fc-fusion proteins against EFD-induced aggregation up to two-fold. Our work highlights common platform formulation additives that affect the extent of aggregation under EFD-stress, as well as identifying factors that modulate the underlying aggregation mechanism. Together, our data could aid the choice of platform formulations early in development for next-generation therapeutics including fusion proteins.
Collapse
Affiliation(s)
- Leon F Willis
- Astbury Centre for Structural Molecular Biology, School of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds UK LS2 9JT
| | - Vishal Toprani
- Pharmaceutical Research and Development, Pfizer Inc. 1 Burtt Road, Andover, Massachusetts, USA, 01810.
| | - Sashini Wijetunge
- Pharmaceutical Research and Development, Pfizer Inc. 1 Burtt Road, Andover, Massachusetts, USA, 01810
| | - Annette Sievers
- BioMedicine Design, Pfizer Worldwide Research & Development, 610 Main Street, Cambridge, MA 02139
| | - Laura Lin
- BioMedicine Design, Pfizer Worldwide Research & Development, 610 Main Street, Cambridge, MA 02139
| | - Jeanine Williams
- School of Chemistry, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds UK LS2 9JT
| | - Tom J Crowley
- Pharmaceutical Research and Development, Pfizer Inc. 1 Burtt Road, Andover, Massachusetts, USA, 01810
| | - Sheena E Radford
- Astbury Centre for Structural Molecular Biology, School of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds UK LS2 9JT
| | - Nikil Kapur
- School of Mechanical Engineering, Faculty of Engineering and Physical Sciences, University of Leeds, Leeds UK LS2 9JT
| | - David J Brockwell
- Astbury Centre for Structural Molecular Biology, School of Molecular and Cellular Biology, Faculty of Biological Sciences, University of Leeds, Leeds UK LS2 9JT.
| |
Collapse
|