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Bartoš L, Lund M, Vácha R. Enhanced diffusion through multivalency. SOFT MATTER 2025; 21:179-185. [PMID: 39628400 PMCID: PMC11615653 DOI: 10.1039/d4sm00778f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 11/12/2024] [Indexed: 12/06/2024]
Abstract
The diffusion of macromolecules, nanoparticles, viruses, and bacteria is essential for targeting hosts or cellular destinations. While these entities can bind to receptors and ligands on host surfaces, the impact of multiple binding sites-referred to as multivalency-on diffusion along strands or surfaces is poorly understood. Through numerical simulations, we have discovered a significant acceleration in diffusion for particles with increasing valency, while maintaining the same overall affinity to the host surface. This acceleration arises from the redistribution of the binding affinity of the particle across multiple binding ligands. As a result, particles that are immobilized when monovalent can achieve near-unrestricted diffusion upon becoming multivalent. Additionally, we demonstrate that the diffusion of multivalent particles with a rigid ligand distribution can be modulated by patterned host receptors. These findings provide insights into the complex diffusion mechanisms of multivalent particles and biological entities, and offer new strategies for designing advanced nanoparticle systems with tailored diffusion properties, thereby enhancing their effectiveness in applications such as drug delivery and diagnostics.
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Affiliation(s)
- Ladislav Bartoš
- CEITEC - Central European Institute of Technology, Kamenice 753/5, 625 00 Brno, Czech Republic
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kamenice 753/5, 625 00 Brno, Czech Republic.
| | - Mikael Lund
- Division of Computational Chemistry, Lund University, Sweden.
- LINXS Institute of Advanced Neutron and X-ray Science, Lund University, Sweden
| | - Robert Vácha
- CEITEC - Central European Institute of Technology, Kamenice 753/5, 625 00 Brno, Czech Republic
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kamenice 753/5, 625 00 Brno, Czech Republic.
- Department of Condensed Matter Physics, Faculty of Science, Masaryk University, Kotlářská 267/2, 611 37 Brno, Czech Republic
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Zheng JA, Holmes-Cerfon M, Pine DJ, Marbach S. Hopping and crawling DNA-coated colloids. Proc Natl Acad Sci U S A 2024; 121:e2318865121. [PMID: 39352927 PMCID: PMC11474044 DOI: 10.1073/pnas.2318865121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 08/09/2024] [Indexed: 10/04/2024] Open
Abstract
Understanding the motion of particles with multivalent ligand-receptors is important for biomedical applications and material design. Yet, even among a single design, the prototypical DNA-coated colloids, seemingly similar micrometric particles hop or roll, depending on the study. We shed light on this problem by observing DNA-coated colloids diffusing near surfaces coated with complementary strands for a wide array of coating designs. We find colloids rapidly switch between 2 modes: They hop-with long and fast steps-and crawl-with short and slow steps. Both modes occur at all temperatures around the melting point and over various designs. The particles become increasingly subdiffusive as temperature decreases, in line with subsequent velocity steps becoming increasingly anticorrelated, corresponding to switchbacks in the trajectories. Overall, crawling (or hopping) phases are more predominant at low (or high) temperatures; crawling is also more efficient at low temperatures than hopping to cover large distances. We rationalize this behavior within a simple model: At lower temperatures, the number of bound strands increases, and detachment of all bonds is unlikely, hence, hopping is prevented and crawling favored. We thus reveal the mechanism behind a common design rule relying on increased strand density for long-range self-assembly: Dense strands on surfaces are required to enable crawling, possibly facilitating particle rearrangements.
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Affiliation(s)
| | - Miranda Holmes-Cerfon
- Department of Mathematics, University of British Columbia, Vancouver, BCV6T 1Z2, Canada
| | - David J. Pine
- Department of Physics, New York University, New York, NY10003
- Department of Chemical and Biomolecular Engineering, New York University, New York, NY11201
| | - Sophie Marbach
- Department of Mathematics, Courant Institute of Mathematical Sciences, New York University, New York, NY10012
- Department of Chemistry, CNRS, Sorbonne Université, Physicochimie des Electrolytes et Nanosystèmes Interfaciaux, ParisF-75005, France
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Korosec CS, Unksov IN, Surendiran P, Lyttleton R, Curmi PMG, Angstmann CN, Eichhorn R, Linke H, Forde NR. Motility of an autonomous protein-based artificial motor that operates via a burnt-bridge principle. Nat Commun 2024; 15:1511. [PMID: 38396042 PMCID: PMC10891099 DOI: 10.1038/s41467-024-45570-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
Inspired by biology, great progress has been made in creating artificial molecular motors. However, the dream of harnessing proteins - the building blocks selected by nature - to design autonomous motors has so far remained elusive. Here we report the synthesis and characterization of the Lawnmower, an autonomous, protein-based artificial molecular motor comprised of a spherical hub decorated with proteases. Its "burnt-bridge" motion is directed by cleavage of a peptide lawn, promoting motion towards unvisited substrate. We find that Lawnmowers exhibit directional motion with average speeds of up to 80 nm/s, comparable to biological motors. By selectively patterning the peptide lawn on microfabricated tracks, we furthermore show that the Lawnmower is capable of track-guided motion. Our work opens an avenue towards nanotechnology applications of artificial protein motors.
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Affiliation(s)
- Chapin S Korosec
- Department of Physics, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.
- Department of Mathematics and Statistics, York University, Toronto, ON, M3J 1P3, Canada.
| | - Ivan N Unksov
- NanoLund and Solid State Physics, Lund University, Box 118, SE - 22100, Lund, Sweden
| | - Pradheebha Surendiran
- NanoLund and Solid State Physics, Lund University, Box 118, SE - 22100, Lund, Sweden
| | - Roman Lyttleton
- NanoLund and Solid State Physics, Lund University, Box 118, SE - 22100, Lund, Sweden
| | - Paul M G Curmi
- School of Physics, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Christopher N Angstmann
- School of Mathematics and Statistics, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Ralf Eichhorn
- Nordita, Royal Institute of Technology and Stockholm University, 106 91, Stockholm, Sweden
| | - Heiner Linke
- NanoLund and Solid State Physics, Lund University, Box 118, SE - 22100, Lund, Sweden.
| | - Nancy R Forde
- Department of Physics, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.
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Unksov IN, Korosec CS, Surendiran P, Verardo D, Lyttleton R, Forde NR, Linke H. Through the Eyes of Creators: Observing Artificial Molecular Motors. ACS NANOSCIENCE AU 2022; 2:140-159. [PMID: 35726277 PMCID: PMC9204826 DOI: 10.1021/acsnanoscienceau.1c00041] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 12/20/2021] [Accepted: 12/20/2021] [Indexed: 11/28/2022]
Abstract
Inspired by molecular motors in biology, there has been significant progress in building artificial molecular motors, using a number of quite distinct approaches. As the constructs become more sophisticated, there is also an increasing need to directly observe the motion of artificial motors at the nanoscale and to characterize their performance. Here, we review the most used methods that tackle those tasks. We aim to help experimentalists with an overview of the available tools used for different types of synthetic motors and to choose the method most suited for the size of a motor and the desired measurements, such as the generated force or distances in the moving system. Furthermore, for many envisioned applications of synthetic motors, it will be a requirement to guide and control directed motions. We therefore also provide a perspective on how motors can be observed on structures that allow for directional guidance, such as nanowires and microchannels. Thus, this Review facilitates the future research on synthetic molecular motors, where observations at a single-motor level and a detailed characterization of motion will promote applications.
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Affiliation(s)
- Ivan N. Unksov
- Solid
State Physics and NanoLund, Lund University, Box 118, SE-221 00 Lund, Sweden
| | - Chapin S. Korosec
- Department
of Physics, Simon Fraser University, V5A 1S6 Burnaby, British Columbia, Canada
| | | | - Damiano Verardo
- Solid
State Physics and NanoLund, Lund University, Box 118, SE-221 00 Lund, Sweden
- AlignedBio
AB, Medicon Village, Scheeletorget 1, 223 63 Lund, Sweden
| | - Roman Lyttleton
- Solid
State Physics and NanoLund, Lund University, Box 118, SE-221 00 Lund, Sweden
| | - Nancy R. Forde
- Department
of Physics, Simon Fraser University, V5A 1S6 Burnaby, British Columbia, Canada
| | - Heiner Linke
- Solid
State Physics and NanoLund, Lund University, Box 118, SE-221 00 Lund, Sweden
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Lowensohn J, Stevens L, Goldstein D, Mognetti BM. Sliding across a surface: Particles with fixed and mobile ligands. J Chem Phys 2022; 156:164902. [PMID: 35490015 DOI: 10.1063/5.0084848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
A quantitative model of the mobility of ligand-presenting particles at the interface is pivotal to understanding important systems in biology and nanotechnology. In this work, we investigate the emerging dynamics of particles featuring ligands that selectively bind receptors decorating an interface. The formation of a ligand-receptor complex leads to a molecular bridge anchoring the particle to the surface. We consider systems with reversible bridges in which ligand-receptor pairs bind/unbind with finite reaction rates. For a given set of bridges, the particle can explore a tiny fraction of the surface as the extensivity of the bridges is finite. We show how, at timescales longer than the bridges' lifetime, the average position of the particle diffuses away from its initial value. We distill our findings into two analytic equations for the sliding diffusion constant of particles carrying mobile and fixed ligands. We quantitatively validate our theoretical predictions using reaction-diffusion simulations. We compare our findings with results from recent literature studies and discuss the molecular parameters that likely affect the particle's mobility most. Our results, along with recent literature studies, will allow inferring the microscopic parameters at play in complex biological systems from experimental trajectories.
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Affiliation(s)
- Janna Lowensohn
- Center for Nonlinear Phenomena and Complex Systems, Université Libre de Bruxelles, Boulevard du Triomphe, Code Postal 231 1050 Brussels, Belgium
| | - Laurie Stevens
- Center for Nonlinear Phenomena and Complex Systems, Université Libre de Bruxelles, Boulevard du Triomphe, Code Postal 231 1050 Brussels, Belgium
| | - Daniel Goldstein
- Department of Physics and Astronomy, Tufts University, 574 Boston Avenue, Medford, Massachusetts 02155, USA
| | - Bortolo Matteo Mognetti
- Center for Nonlinear Phenomena and Complex Systems, Université Libre de Bruxelles, Boulevard du Triomphe, Code Postal 231 1050 Brussels, Belgium
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Marbach S, Zheng JA, Holmes-Cerfon M. The nanocaterpillar's random walk: diffusion with ligand-receptor contacts. SOFT MATTER 2022; 18:3130-3146. [PMID: 35348560 DOI: 10.1039/d1sm01544c] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Particles with ligand-receptor contacts bind and unbind fluctuating "legs" to surfaces, whose fluctuations cause the particle to diffuse. Quantifying the diffusion of such "nanoscale caterpillars" is a challenge, since binding events often occur on very short time and length scales. Here we derive an analytical formula, validated by simulations, for the long time translational diffusion coefficient of an overdamped nanocaterpillar, under a range of modeling assumptions. We demonstrate that the effective diffusion coefficient, which depends on the microscopic parameters governing the legs, can be orders of magnitude smaller than the background diffusion coefficient. Furthermore it varies rapidly with temperature, and reproduces the striking variations seen in existing data and our own measurements of the diffusion of DNA-coated colloids. Our model gives insight into the mechanism of motion, and allows us to ask: when does a nanocaterpillar prefer to move by sliding, where one leg is always linked to the surface, and when does it prefer to move by hopping, which requires all legs to unbind simultaneously? We compare a range of systems (viruses, molecular motors, white blood cells, protein cargos in the nuclear pore complex, bacteria such as Escherichia coli, and DNA-coated colloids) and present guidelines to control the mode of motion for materials design.
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Affiliation(s)
- Sophie Marbach
- Courant Institute of Mathematical Sciences, New York University, NY, 10012, USA.
- CNRS, Sorbonne Université, Physicochimie des Electrolytes et Nanosystèmes Interfaciaux, F-75005 Paris, France
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