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Metatranscriptomics uncovers diet-driven structural, ecological, and functional adaptations in the rumen microbiome
Limei Lin1, André L A Neves2, Kim H Ominski3
1Faculty of Land and Food Systems, The University of British Columbia, Vancouver, BC, Canada.
ISME Communications
|February 2, 2026
Summary
High-feed-efficiency cattle amplify beneficial rumen microbes, enhancing nutrient utilization. This host-mediated microbial amplification improves feed conversion, offering sustainable solutions for ruminant production.
Area of Science:
- Rumen microbiome ecology
- Ruminant feed efficiency
- Metagenomics and host-microbe interactions
Background:
- The rumen microbiome is crucial for feed efficiency in ruminants.
- Mechanisms linking microbial adaptations, diet, and host feed efficiency are poorly understood.
- Understanding these interactions is key to improving ruminant production sustainability.
Purpose of the Study:
- To investigate the ecological mechanisms governing rumen microbial communities in relation to host feed efficiency.
- To identify microbial lineages and functional adaptations associated with high versus low feed efficiency.
- To explore the role of host-microbe interactions in modulating feed conversion in cattle.
Main Methods:
- Analyzed 120 metatranscriptomic datasets from Angus bulls with high or low feed efficiency.
- Utilized Neutral Community Model analysis and carbohydrate-active enzyme profiling.
- Compared microbial community structures and functional capacities across different diets (forage vs. grain).
Main Results:
- Stochastic processes largely govern rumen microbial community structures in both high and low feed-efficiency groups.
- High-feed-efficiency bulls showed positive selection for specific diet-responsive microbial lineages (e.g., Fibrobacter, Butyrivibrio, UBA1067).
- These selected microbes possess carbohydrate-binding modules enhancing substrate degradation, unlike low-efficiency bulls with random structures and reduced specialization.
Conclusions:
- Cattle with higher feed efficiency promote microbial populations functionally aligned with dietary inputs (efficient host-mediated microbial amplification).
- Microbiome ecological assembly and functional adaptation are critical contributors to host feed efficiency.
- Findings provide a foundation for microbiome-informed strategies to enhance ruminant production sustainability.
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