MicrobiomeMicrobiologyPeer-reviewed journal article
Understanding the host-microbe interactions using metabolic modeling
Abstract
The human gut harbors an enormous number of symbiotic microbes, which is vital for human health. However, interactions within the complex microbiota community and between the microbiota and its host are challenging to elucidate, limiting development in the treatment for a variety of diseases associated with microbiota dysbiosis. Using In silico simulation methods based on flux balance analysis, those interactions can be better investigated. Flux balance analysis uses an annotated genome-scale reconstruction of a metabolic network to determine the distribution of metabolic fluxes that represent the complete metabolism of a bacterium in a certain metabolic environment such as the gut. Simulation of a set of bacterial species in a shared metabolic environment can enable the study of the effect of numerous perturbations, such as dietary changes or addition of a probiotic species in a personalized manner. This review aims to introduce these applications of flux balance analysis to experimental biologists and discusses its potential use to improve human health.
- organism: human
- assay: metabolomics
- research focus: host-pathogen & immune response
- approach: statistical model
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
- {micro}bialSim: constraint-based dynamic simulation of complex microbiomes
Denny Popp, Florian Centler·Frontiers in Bioengineering and BiotechnologyPeer-reviewed·Jun 10, 2020
- Expression-Based Inference of Human Microbiome Metabolic Flux Patterns in Health and Disease
Yiping Wang, Zhenglong Gu·bioRxiv·Jan 9, 2020
- Emergence of microbial diversity due to cross-feeding interactions in a spatial model of gut microbial metabolism
Milan J.A. van Hoek, Roeland M.H. Merks·bioRxiv·Jun 20, 2016
- MICOMWeb: a website for microbial community metabolic modeling of the human gut
Cristóbal Fresno, Juan José Oropeza-Valdez, … Osbaldo Reséndis-Antonio·Gut MicrobesPeer-reviewed·Dec 2, 2025
- Equation-Based Integration of Flux Balance Analysis with Diffusion for Spatio-Temporal Simulation of Microbial Communities
Frederick Senya, Ryan Siegel, … David B. Bernstein·bioRxiv·Apr 14, 2026
- MICOM: metagenome-scale modeling to infer metabolicinteractions in the microbiota.
Christian Diener, Sean M. Gibbons, Osbaldo Reséndis-Antonio·mSystemsPeer-reviewed·Jan 20, 2020