Exploring the Bacterial Impact on Cholesterol Cycle: A Numerical Study - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles Frontiers in Microbiology Year : 2020

Exploring the Bacterial Impact on Cholesterol Cycle: A Numerical Study


High blood cholesterol levels are often associated with cardiovascular diseases. Therapeutic strategies, targeting different functions involved in cholesterol transport or synthesis, were developed to control cholesterolemia in human. However, the gut microbiota is also involved in cholesterol regulation by direct biotransformation of luminal cholesterol or conversion of bile salts, opening the way to the design of new strategies to manage cholesterol level. In this report, we developed for the first time a whole-body human model of cholesterol metabolism including the gut microbiota in order to investigate the relative impact of host and microbial pathways. We first used an animal model to investigate the ingested cholesterol distribution in vivo. Then, using in vitro bacterial growth experiments and metabolite measurements, we modeled the population dynamics of bacterial strains in the presence of cholesterol or bile salts, together with their bioconversion function. Next, after correct rescaling to mimic the activity of a complex microbiota, we developed a whole body model of cholesterol metabolism integrating host and microbiota mechanisms. This global model was validated with the animal experiments. Finally, the model was numerically explored to give a further insight into the different flux involved in cholesterol turnover. According to this model, bacterial pathways appear as an important driver of cholesterol regulation, reinforcing the need for development of novel 'bacteria-based' strategies for cholesterol management.
Fichier principal
Vignette du fichier
main_No_line_No_highlight.pdf (845.37 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-02863236 , version 1 (10-06-2020)



Mélanie Bourgin, Simon Labarthe, Aicha Kriaa, Marie Lhomme, Philippe Gérard, et al.. Exploring the Bacterial Impact on Cholesterol Cycle: A Numerical Study. Frontiers in Microbiology, 2020, 11, pp.1121. ⟨10.3389/fmicb.2020.01121⟩. ⟨hal-02863236⟩
363 View
101 Download



Gmail Facebook X LinkedIn More