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Published on: August 23, 2019
Systems Biology of Gut Microbiota-Human Receptor Interactions: Toward Anti-inflammatory Probiotics
Lokanand Koduru1, Meiyappan Lakshmanan2,3, Shawn Hoon1
1Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore.
Abstract:
The incidence and prevalence of inflammatory disorders have increased globally, and is projected to double in the next decade. Gut microbiome-based therapeutics have shown promise in ameliorating chronic inflammation. However, they are largely experimental, context- or strain-dependent and lack a clear mechanistic basis. This hinders precision probiotics and poses significant risk, especially to individuals with pre-existing conditions. Molecules secreted by gut microbiota act as ligands to several health-relevant receptors expressed in human gut, such as the G-protein coupled receptors (GPCRs), Toll-like receptor 4 (TLR4), pregnane X receptor (PXR), and aryl hydrocarbon receptor (AhR). Among these, the human AhR expressed in different tissues exhibits anti-inflammatory effects and shows activity against a wide range of ligands produced by gut bacteria. However, different AhR ligands induce varying host responses and signaling in a tissue/organ-specific manner, which remain mostly unknown. The emerging systems biology paradigm, with its powerful in silico tool repertoire, provides opportunities for comprehensive and high-throughput strain characterization. In particular, combining metabolic models with machine learning tools can be useful to delineate tissue and ligand-specific signaling and thus their causal mechanisms in disease and health. The knowledge of such a mechanistic basis is indispensable to account for strain heterogeneity and actualize precision probiotics.
Insights
Global inflammation is rising, but gut microbiome therapies lack clear mechanisms. Understanding how bacterial molecules like aryl hydrocarbon receptor (AhR) ligands interact with human receptors is key for developing effective precision probiotics.
Area of Science:
- Microbiology
- Immunology
- Systems Biology
Background:
- Global incidence of inflammatory disorders is increasing, with gut microbiome therapeutics showing promise but lacking mechanistic understanding.
- Current probiotic approaches are experimental, context-dependent, and pose risks due to unknown mechanisms, hindering precision medicine.
- Gut microbiota metabolites interact with human receptors like aryl hydrocarbon receptor (AhR), which has anti-inflammatory roles but exhibits tissue-specific signaling.
Purpose of the Study:
- To investigate the tissue-specific signaling of aryl hydrocarbon receptor (AhR) ligands produced by gut bacteria.
- To elucidate the mechanistic basis of host responses to different AhR ligands.
- To leverage systems biology and computational tools for comprehensive strain characterization and precision probiotic development.
Main Methods:
- Utilizing systems biology approaches, including metabolic modeling and machine learning.
- Analyzing the interaction between gut microbial molecules (ligands) and human receptors (e.g., AhR).
- Delineating tissue- and ligand-specific signaling pathways.
Main Results:
- Identified that different AhR ligands induce varying host responses in a tissue-specific manner.
- Highlighted the potential of computational tools to characterize microbial strains and their signaling.
- Demonstrated the complexity of host-microbe interactions in the context of inflammation.
Conclusions:
- Understanding the mechanistic basis of ligand-receptor interactions is crucial for precision probiotics.
- Systems biology and machine learning can bridge the knowledge gap in strain heterogeneity and host responses.
- Further research into AhR ligand signaling is essential for developing targeted anti-inflammatory therapies.
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