White adipose tissue, composed of adipocyte cells, primarily stores energy as lipid droplets. The size of adipocytes varies significantly within the tissue according to the amount of stored lipids. A striking observation is that the adipocyte size distribution is bimodal, and thus, this tissue is lacking a characteristic size. We propose a novel dynamical model, based on a partial differential equation, to represent the adipocyte size distribution. The model assumes continuous adipocyte growth, with a velocity dependent on cell radius and extracellular lipid availability, together with constant rates of cell recruitment and death. We prove the existence and local stability of a unique stationary solution for a broad range of growth velocity functions. Choosing a parcimonious formulation, we show that only three parameters are enough to describe adipocyte size distributions measurements in rats. These parameters are robustly estimated through approximate Bayesian computation, and the model demonstrates excellent agreement with experimental data. This mechanistic, three-parameter framework offers a new and interpretable approach to characterizing adipocyte size distributions.
Rapid cell turnover to model adipocyte size distribution.
Louis Fostier,Aloïs Dauger,Romain Yvinec,Magali Ribot,Chloe Audebert,H. Soula
Published 2025 in Journal of Theoretical Biology
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- Publication year
2025
- Venue
Journal of Theoretical Biology
- Publication date
2025-11-01
- Fields of study
Mathematics, Medicine
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- Source metadata
Semantic Scholar, PubMed
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