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Nonbonded Molecular Interaction Controls Aggregation Kinetics of Hydrophobic Molecules in Water
Journal
Langmuir
ISSN
0743-7463
Date Issued
2025
Author(s)
Goga Ram
Rajarshi Guha
Surya Parkash
DOI
10.1021/acs.langmuir.4c04317
Abstract
Molecular aggregation frequently occurs during material synthesis, cellular processes, and drug delivery systems, often resulting in decreased performance and efficiency. One major reason for such aggregation in an aqueous solution is hydrophobicity. While the basic understanding of the aggregation process of hydrophobic molecules from a thermodynamic standpoint is known, the present literature lacks a connection between the aggregation kinetics and the molecular basis of hydrophobicity. This study explores how various fluorescent probes (rhodamine dyes) aggregate in an aqueous solution due to their hydrophobicity. The method employs a combination of modeling and characterization to comprehend the aggregation process by examining the nonbonded intermolecular interactions. The aggregation kinetics was analyzed by measuring the average diffusivity of the molecules using fluorescent correlation spectroscopy and NMR diffusion measurements. Through all-atom molecular dynamics (MD) simulations, it has been observed that the level of hydrophobicity is strongly correlated to the total number of hydrogen bonds between water molecules and dyes. In addition, the aggregation frequency of colliding species, which depends on the concentration, is inversely related to hydrogen bonding and the diffusivity of the molecules. This study of small molecules was applied to predict protein aggregation rates, demonstrating strong alignment with the existing literature. The study has also helped to identify and understand the concentration at which a hydrophobic molecule does not aggregate in an aqueous solution. The method developed here could help investigate the aggregation process and its root causes at the molecular level in aqueous systems to develop strategies to control it. © 2025 American Chemical Society.
Subjects
Controlled drug deliv...
Fluorescence spectros...
Molecular docking
Molecular dynamics
Nuclear magnetic reso...
Targeted drug deliver...
Vat dyes
Aggregation kinetics
Aggregation process
Cellular process
Control aggregation
Drug-delivery systems...
Hydrophobic molecules...
Interaction controls
Materials synthesis
Molecular aggregation...
Performance
Hydrogen bonds
dye
fluorescent dye
rhodamine
aqueous solution
article
controlled study
diffusion
diffusivity
drug delivery device
drug delivery system
fluorescence correlat...
hydrogen bond
hydrophobicity
kinetics
molecular dynamics
molecular interaction...
nuclear magnetic reso...
protein aggregation
synthesis
thermodynamics
water