Related Experiment Video
Updated: Mar 12, 2026

Ligand-Mediated Nucleation and Growth of Palladium Metal Nanoparticles
Published on: June 25, 2018
Bond formation kinetics affects self-assembly directed by ligand-receptor interactions.
Stephan Jan Bachmann1, Marius Petitzon1, Bortolo Matteo Mognetti1
1Université Libre de Bruxelles (ULB), Department of Physics, Interdisciplinary Center for Nonlinear Phenomena and Complex Systems & Service de Physique des Systèmes Complexes et Mécanique Statistique, Campus Plaine, CP 231, Blvd du Triomphe, B-1050 Brussels, Belgium. bmognett@ulb.ac.be.
Understanding particle aggregation kinetics is crucial. This study shows that linker formation rates significantly alter self-assembly pathways, impacting aggregate structure and equilibrium relaxation.
Area of Science:
- Physical Chemistry
- Materials Science
- Computational Chemistry
Background:
- Coarse-grained models often use equilibrium statistical mechanics for self-assembly.
- These models neglect the kinetics of inter-particle linker formation.
- This simplification can overlook crucial dynamic aspects of self-assembly.
Purpose of the Study:
- To investigate the impact of aggregation kinetics on self-assembly pathways.
- To develop a simulation method incorporating linker formation and breakage dynamics.
- To analyze how linker kinetics influence aggregate structure and relaxation.
Main Methods:
- Developed a hybrid simulation approach combining Brownian dynamics and Gillespie algorithm.
- Explicitly modeled the evolution of inter-particle linkages over time.
- Simulated self-assembly processes under varying conditions (temperature, diffusion).
Main Results:
- Explicitly modeling linker kinetics leads to aggregates with lower initial valency compared to effective potential models.
- The rate of supramolecular linkage formation significantly alters the self-assembly pathway.
- Relaxation to equilibrium is hindered by the time needed to break and reform linkages, especially at low temperatures and high diffusion.
Conclusions:
- Kinetic rates of inter-particle linkage formation are critical for accurate coarse-grained descriptions of self-assembly.
- Neglecting these kinetics can lead to inaccurate predictions of aggregate structure and dynamics.
- Incorporating dynamic linker evolution is essential for studying ligand-receptor systems and supramolecular assembly.
Related Concept Videos
The Equilibrium Binding Constant and Binding Strength
The Equilibrium Binding Constant and Binding Strength
Ligand Binding Sites
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Ligand Binding Sites
Complexation Equilibria: Overview
The equilibrium constant of the complexation reaction is represented as the formation constant...
Drug-Receptor Bonds
In...

