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Updated: Dec 29, 2025

Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks
Published on: September 25, 2021
Organ-level protein networks as a reference for the host effects of the microbiome
Robert H Mills1,2,3,4, Jacob M Wozniak1,2, Alison Vrbanac3
1Department of Pharmacology, University of California, San Diego, California 92093, USA.
Abstract:
Connections between the microbiome and health are rapidly emerging in a wide range of diseases. However, a detailed mechanistic understanding of how different microbial communities are influencing their hosts is often lacking. One method researchers have used to understand these effects are germ-free (GF) mouse models. Differences found within the organ systems of these model organisms may highlight generalizable mechanisms that microbiome dysbioses have throughout the host. Here, we applied multiplexed, quantitative proteomics on the brains, spleens, hearts, small intestines, and colons of conventionally raised and GF mice, identifying associations to colonization state in over 7000 proteins. Highly ranked associations were constructed into protein-protein interaction networks and visualized onto an interactive 3D mouse model for user-guided exploration. These results act as a resource for microbiome researchers hoping to identify host effects of microbiome colonization on a given organ of interest. Our results include validation of previously reported effects in xenobiotic metabolism, the innate immune system, and glutamate-associated proteins while simultaneously providing organism-wide context. We highlight organism-wide differences in mitochondrial proteins including consistent increases in NNT, a mitochondrial protein with essential roles in influencing levels of NADH and NADPH, in all analyzed organs of conventional mice. Our networks also reveal new associations for further exploration, including protease responses in the spleen, high-density lipoproteins in the heart, and glutamatergic signaling in the brain. In total, our study provides a resource for microbiome researchers through detailed tables and visualization of the protein-level effects of microbial colonization on several organ systems.
Insights
Microbiome research reveals how gut microbes impact host health across organs. This study maps protein changes in germ-free mice, offering a resource for understanding microbial colonization effects on host physiology.
Area of Science:
- Microbiology
- Host-Microbiome Interactions
- Proteomics
Background:
- The microbiome's role in health and disease is increasingly recognized, yet mechanisms remain unclear.
- Germ-free (GF) mouse models are crucial for dissecting host-microbe interactions.
- Understanding how microbial communities influence host physiology requires detailed molecular insights.
Purpose of the Study:
- To comprehensively map the protein-level effects of microbial colonization across multiple organ systems.
- To identify host proteins and pathways associated with the microbiome's colonization state.
- To create a resource for researchers investigating microbiome-host interactions.
Main Methods:
- Multiplexed, quantitative proteomics was performed on brain, spleen, heart, small intestine, and colon tissues.
- Data from conventionally raised and GF mice were compared to identify colonization-associated proteins (>7000 proteins analyzed).
- Protein-protein interaction networks were constructed and visualized on a 3D mouse model.
Main Results:
- Over 7000 proteins showed associations with colonization state, providing organism-wide context.
- Validated known effects in xenobiotic metabolism, innate immunity, and glutamate pathways.
- Identified novel associations, including mitochondrial protein NNT, protease responses in spleen, HDL in heart, and glutamatergic signaling in the brain.
Conclusions:
- This study provides a valuable proteomic resource for microbiome research, detailing host responses to colonization.
- The findings highlight organism-wide impacts of the microbiome, including consistent changes in mitochondrial proteins.
- The interactive visualization tool facilitates exploration of microbiome-driven host effects in specific organs.
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