Evidence map›Paper›PMID 41324463›Full record

ArticleThe ISME journal2025

Persistent auxiliary microbiome of early novel colonizers in the developing rumen with lasting functional significance.

Ori Furman, Gil Sorek, Sarah Moraïs, Liron Levin, Omar Eduardo Tovar-Herrera, Sarah Winkler, Itzhak Mizrahi

Abstract read
In one paragraph

Article in The ISME journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Ori FurmanDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.
Gil SorekDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.
Sarah MoraïsDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.
Liron LevinDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.
Omar Eduardo Tovar-HerreraDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.
Sarah WinklerDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.
Itzhak MizrahiDepartment of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel.ORCID 0000-0001-6636-8818

Funding

European Research Council ERC 866530Horizon2020 101000213Israel Science Foundation ISF 979/25
6 · The paper itself

Abstract

The early life assembly of the rumen microbiome is a critical process with lasting implications for host development and function. Using high-resolution longitudinal metagenomics in calves tracked from birth to three years (∼800 days) of age, we reconstructed 2873 high-quality metagenome-assembled genomes, including 517 novel genomes primarily detected in early life. These novel genomes, spanning 274 genera and largely classified as non-core taxa, reveal a diverse and functionally distinct auxiliary microbiome. Unlike in other ecosystems, this early microbial community persists into adulthood, retaining ecological and functional relevance despite a decline in abundance. Temporal clustering revealed strong associations between auxiliary taxa and dietary transitions, with functional enrichments in environmental sensing, nutrient biosynthesis, and volatile fatty acid metabolism. Metabolic network analyses showed that auxiliary genomes complement non-auxiliary community members in key functions, with potential effects on the host. Our findings suggest that early colonizers act as ecosystem engineers, with the potential to shape the developmental trajectory of the rumen microbiome. This study thus positions the early microbiome not as a transient feature of colonization, but as a structured, functionally coherent auxiliary community that interacts with the mature rumen ecosystem.

Indexed as

BacteriaGastrointestinal MicrobiomeRumenAnimalsCattleMetagenomeMetagenomicsdietary transitionsearly colonizationearly life rumen microbiomefunctional enrichmentfunctional redundancymetabolic interactionsmicrobial adaptationmicrobial successionrumen microbiome developmenttemporal dynamics of the microbiome

Identifiers

PMID41324463
PMCPMC12700165

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.