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Updated: Apr 10, 2026

The MPLEx Protocol for Multi-omic Analyses of Soil Samples
Published on: May 30, 2018
Cross-body site microbial interactions influence the human plasma metabolome
Jingxiang Zhang1,2, Chao Jiang3, Xin Zhou4
1Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
The human microbiome across multiple body sites jointly shapes host metabolism. Interactions, especially along the oral-gut axis, influence metabolites and are amplified in insulin resistance.
Area of Science:
- Microbiome research
- Metabolomics
- Host-microbiome interactions
Background:
- The human microbiome significantly impacts host metabolism and health.
- Previous studies primarily focused on the gut microbiome in isolation.
- A holistic view of how microbiomes from diverse body sites interact to shape host metabolism is needed.
Purpose of the Study:
- To systematically analyze the individual and combined effects of microbiomes from multiple body sites on the human plasma metabolome.
- To investigate microbial interactions and their role in metabolic regulation.
- To explore the link between microbiome-metabolome axis and metabolic diseases like insulin resistance.
Main Methods:
- Analysis of data from three independent human cohorts (n=435).
- Systematic analysis of plasma metabolome (814 metabolites) in relation to microbiomes from gut, oral, skin, and nasal sites.
- Application of machine learning and mediation analyses to identify microbial interactions and metabolic pathways.
Main Results:
- Microbiomes from all analyzed body sites collectively explained 30.13% of plasma metabolome variation.
- The gut microbiome had the largest individual contribution (18.44%), followed by oral, skin, and nasal microbiomes.
- Widespread cooperative and synergistic microbial interactions were observed, particularly along the oral-gut axis, influencing over half of the metabolites.
- This axis was amplified in insulin resistance, linking microbial cooperation to metabolic dysregulation.
Conclusions:
- Microbiome-metabolome relationships are systemic and interactive, involving microbiomes from multiple body sites.
- Integrating spatially distributed microbial ecosystems is crucial for understanding host metabolic regulation and disease.
- The oral-gut microbiome-metabolome axis plays a significant role in metabolic health and disease, particularly in insulin resistance.
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