ArticleMicrobiome2017
Dietary energy drives the dynamic response of bovine rumen viral communities.
Article in Microbiome, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
75 citing papers in PubMed, 144 citations in OpenAlex.
- Spatial heterogeneity of viral communities across the gastrointestinal tracts of ruminants.Journal of advanced research · 2026Article
- Animal gut microbes and microbiomes in the 21st century and beyond.Science China. Life sciences · 2026Review
- Rumen DNA virome plasticity and viral metabolic potential are associated with seasonal adaptation in grazing yak and cattle on the Qinghai-Tibet Plateau.Journal of animal science and biotechnology · 2026Article
- Exploring the ecological drivers of bacteriophage diversity and functional viral potential in the skin of the axolotl Ambystoma altamirani.FEMS microbiology ecology · 2026Article
- Optimizing Bacteriophage Screening and Isolation Methods for Microbial Samples Derived from Different Body Sites of Cattle.Microorganisms · 2026Article
- Hi-C sequencing deciphers phage and plasmid host networks in wastewater biofilms.Environmental science and ecotechnology · 2026Article
- Multi-kingdom fecal microbiome and virus-host interactions associated with growth performance of indigenous beef calves in Guizhou.BMC microbiology · 2026Article
- Influence of host genetics on the functional composition of the rumen metagenome in beef cattle.Journal of animal science · 2026Article
- Isolation and characterization of TayeBlu, a novel bacteriophage ofMicrobiology spectrum · 2026Article
- An integrative multi-omics investigation into the influence of forage type on the volatile flavor profile of Ujumqin sheep mutton.Frontiers in veterinary science · 2026Article
- Article
- Review: Shifts of rumen microbiota by feeding non-fibrous carbohydrates to improve cattle performance.Frontiers in microbiology · 2026Review
- Article
- Differences in prokaryotic and viral community between rumen and feces.Scientific reports · 2025Article
- A call for caution in the biological interpretation of viral auxiliary metabolic genes.Nature microbiology · 2025Review
- Impact of diet in shaping gut virome of grain-fed and grass-fed beef cattle revealed by a comparative metagenomic study.Microbiome · 2025Article
- Landscape of mobile genetic elements and their functional cargo across the gastrointestinal tract microbiomes in ruminants.Microbiome · 2025Article
- Optimizing bacteriophage screening and isolation methods for microbial samples derived from different body sites of cattle.bioRxiv : the preprint server for biology · 2025Article
- Antiviral defense systems in the rumen microbiome.mSystems · 2025Article
- Article
15 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundRumen microbes play a greater role in host energy acquisition than that of gut-associated microbes in monogastric animals. Although genome-enabled advancements are providing access to the vast diversity of uncultivated microbes, our understanding of variables shaping rumen microbial communities is in its infancy. Viruses have been shown to impact microbial populations through a myriad of processes, including cell lysis and reprogramming of host metabolism. However, little is known about the processes shaping the distribution of rumen viruses or how viruses may modulate microbial-driven processes in the rumen. To this end, we investigated how rumen bacterial and viral community structure and function responded in five steers fed four randomized dietary treatments in a crossover design.
resultsTotal digestible nutrients (TDN), a measure of dietary energy, best explained the variation in bacterial and viral communities. Additional ecological drivers of viral communities included dietary zinc content and microbial functional diversity. Using partial least squares regression, we demonstrate significant associations between the abundances of 267 viral populations and variables driving the variation in rumen viral communities. While rumen viruses were dynamic, 14 near ubiquitous viral populations were identified, suggesting the presence of a core rumen virome largely comprised of novel viruses. Moreover, analysis of virally encoded auxiliary metabolic genes (AMGs) indicates rumen viruses have glycosidic hydrolases to potentially augment the breakdown of complex carbohydrates to increase energy production. Other AMGs identified have a role in redirecting carbon to the pentose phosphate pathway and one carbon pools by folate to boost viral replication.
conclusionsWe demonstrate that rumen bacteria and viruses have differing responses and ecological drivers to dietary perturbation. Our results show that rumen viruses have implications for understanding the structuring of the previously identified core rumen microbiota and impacting microbial metabolism through a vast array of AMGs. AMGs in the rumen appear to have consequences for microbial metabolism that are largely in congruence with the current paradigm established in marine systems. This study provides a foundation for future hypotheses regarding the dynamics of viral-mediated processes in the rumen.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.