Evidence map›Paper›PMID 41626630›Full record

ArticleISME communications2026

Metatranscriptomics uncovers diet-driven structural, ecological, and functional adaptations in the rumen microbiome linked to feed efficiency.

Limei Lin, André L A Neves, Kim H Ominski, Le Luo Guan

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ISME communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Limei LinFaculty of Land and Food Systems, The University of British Columbia, Vancouver, BC, Canada.
André L A NevesDepartment of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Frederiksberg, Denmark.
Kim H OminskiDepartment of Animal Science, National Centre for Livestock and the Environment (NCLE), University of Manitoba, Winnipeg, MB, Canada.
Le Luo GuanFaculty of Land and Food Systems, The University of British Columbia, Vancouver, BC, Canada.ORCID https://orcid.org/0000-0002-8420-4371

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rumen microbiome plays a pivotal role in modulating feed efficiency in ruminants, yet the ecological mechanisms mediating the active interactions among microbial adaptations, dietary inputs, and host feed efficiency within the rumen remain poorly understood. To address this gap, we analyzed 120 metatranscriptomic datasets obtained from 30 purebred Angus bulls (each sampled four times) classified as high-feed-efficiency or low-feed-efficiency based on feed conversion ratio, and fed either forage-based (

Indexed as

Angus bullscarbohydrate-binding moduledietary adaptationfeed efficiencyMetatranscriptomicsmicrobial ecologyrumen microbiome

Identifiers

PMID41626630
PMCPMC12855155

What OpenQuestion holds

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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 OpenQuestion graph.