Inserting small molecules across membrane mixtures: Insight from the potential of mean force
Abstract
Small solutes have been shown to alter the lateral organization of cell membranes and reconstituted phospholipid bilayers; however, the mechanisms by which these changes happen are still largely unknown. Traditionally, both experiment and simulation studies have been restricted to testing only a few compounds at a time, failing to identify general molecular descriptors or chemical properties that would allow extrapolating beyond the subset of considered solutes. In this work, we probe the competing energetics of inserting a solute in different membrane environments by means of the potential of mean force. We show that these calculations can be used as a computationally-efficient proxy to establish whether a solute will stabilize or destabilize domain phase separation. Combined with umbrella sampling simulations and coarse-grained molecular dynamics simulations, we are able to screen solutes across a wide range of chemistries and polarities. Our results indicate that, for the system under consideration, preferential partitioning and therefore effectiveness in altering membrane phase separation are strictly linked to the location of insertion in the bilayer (i.e., midplane or interface). Our approach represents a fast and simple tool for obtaining structural and thermodynamic insight into the partitioning of small molecules between lipid domains and its relation to phase separation, ultimately providing a platform for identifying the key determinants of this process.\n\nSIGNIFICANCEIn this work we explore the relationship between solute chemistry and the thermodynamics of insertion in a mixed lipid membrane. By combining a coarse-grained resolution and umbrella-sampling simulations we efficiently sample conformational space to study the thermodynamics of phase separation. We demonstrate that measures of the potential of mean force--a computationally-efficient quantity--between different lipid environments can serve as a proxy to predict a compounds ability to alter the thermodynamics of the lipid membrane. This efficiency allows us to set up a computational screening across many compound chemistries, thereby gaining insight beyond the study of a single or a handful of compounds.
02 /Specification & Classification
Click any tag to browse matching papers- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Understanding the Free Energy Landscape of Phase Separation in Lipid Bilayers using Molecular Dynamics
A. J. Poruthoor, A. Sharma, A. Grossfield·bioRxiv·Jan 31, 2023
- Amino Acid Insertion Energetics in a POPC Bilayer from Unbiased Molecular Dynamics
Sophie C.A. Bories, Patrick Lagüe·bioRxiv·May 12, 2026
- Long-chain lipids facilitate insertion of large nanoparticles into membranes of small unilamellar vesicles
A. Marzouq, L. Morgenstein, … S. Weiss·bioRxiv·Jul 12, 2021
- Chemical potential measurements constrain models of cholesterol-phosphatidylcholine interactions
T. R. Shaw, K. Wisser, … S. L. Veatch·bioRxiv·Oct 8, 2022
- Micron-scale, liquid-liquid phase separation in ternary lipid membranes containing DPPE
Gunnar J. Goetz, Sasha Naomi, … Sarah L. Keller·Biophysical JournalPeer-reviewed·Sep 13, 2025
- Composition fluctuations in lipid bilayers
Svetlana Baoukina, Dmitri Rozmanov, D. Peter Tieleman·bioRxiv·Sep 28, 2016