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Article

Stochastic Model for the Internal Transfer Kinetics of Cargo in Carriers with Two Compartments

1
Department of Physics, North Dakota State University, Fargo, ND 58108-6050, USA
2
Institute of Mathematical and Physical Sciences, Universidad Austral de Chile, Valdivia 5090000, Chile
*
Author to whom correspondence should be addressed.
Membranes 2025, 15(12), 351; https://doi.org/10.3390/membranes15120351 (registering DOI)
Submission received: 18 October 2025 / Revised: 19 November 2025 / Accepted: 20 November 2025 / Published: 23 November 2025

Abstract

Lipid vesicles and related nanocarriers often contain two compartments, such as the inner and outer leaflets of a bilayer membrane between which amphipathic molecules can migrate. We develop a stochastic model for describing the transfer kinetics of cargo between the two compartments in an ensemble of carriers, neglecting inter-carrier exchange to focus exclusively on intra-carrier redistribution. Starting from a set of rate equations, we examine the Gaussian regime in the limit of low cargo occupation where Gaussian and Poissonian statistics overlap. We derive a Fokker–Planck equation that we solve analytically for any initial cargo distribution among the carriers. Moments of the predicted distributions and examples, including a comparison between numerical solutions of the rate equations and analytic solutions of the Fokker–Planck equation, are presented and discussed, thereby establishing a theoretical foundation to study coupled intra- and inter-carrier transport processes in mobile nanocarrier systems.
Keywords: stochastic model; two-compartment; Fokker–Planck equation; lipid vesicle; liposome stochastic model; two-compartment; Fokker–Planck equation; lipid vesicle; liposome

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MDPI and ACS Style

Hossain, F.; Bossa, G.V.; May, S. Stochastic Model for the Internal Transfer Kinetics of Cargo in Carriers with Two Compartments. Membranes 2025, 15, 351. https://doi.org/10.3390/membranes15120351

AMA Style

Hossain F, Bossa GV, May S. Stochastic Model for the Internal Transfer Kinetics of Cargo in Carriers with Two Compartments. Membranes. 2025; 15(12):351. https://doi.org/10.3390/membranes15120351

Chicago/Turabian Style

Hossain, Faruk, Guilherme Volpe Bossa, and Sylvio May. 2025. "Stochastic Model for the Internal Transfer Kinetics of Cargo in Carriers with Two Compartments" Membranes 15, no. 12: 351. https://doi.org/10.3390/membranes15120351

APA Style

Hossain, F., Bossa, G. V., & May, S. (2025). Stochastic Model for the Internal Transfer Kinetics of Cargo in Carriers with Two Compartments. Membranes, 15(12), 351. https://doi.org/10.3390/membranes15120351

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