Evidence map›Paper›PMID 41593747›Full record

ArticleGenome biology2026

Genome-resolved metagenomics uncovers diversity and functional landscapes of the gastrointestinal epithelium-associated microbiome in cattle.

Limei Lin, Xinyi Zheng, Ye Tao, Weiyun Zhu, Le Luo Guan, Shengyong Mao

Abstract read
In one paragraph

Article in Genome biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

6 authors.

Limei LinCentre for Ruminant Nutrition and Cleaner Production Innovation, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China.ORCID https://orcid.org/0000-0002-0545-9334
Xinyi ZhengCentre for Ruminant Nutrition and Cleaner Production Innovation, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China.
Ye TaoShanghai BIOZERON Biotechnology Company Ltd, Shanghai, China.
Weiyun ZhuCentre for Ruminant Nutrition and Cleaner Production Innovation, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China.
Le Luo GuanFaculty of Land and Food Systems, The University of British Columbia, Vancouver, Canada.
Shengyong MaoCentre for Ruminant Nutrition and Cleaner Production Innovation, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China. maoshengyong@njau.edu.cn.ORCID https://orcid.org/0000-0002-0089-9314

Funding

NSFC-International (Regional) Cooperation Research and Exchange Programme 3236114378NSFC-Regional Innovation and Development Joint Fund U2202203
6 · The paper itself

Abstract

backgroundThe ruminant gastrointestinal epithelium harbors a diverse and functionally critical remains poorly characterized microbial community due to persistent host-derived DNA contamination in metagenomic studies.

resultsWe develop Dilute-MetaSeq (dilution-based metagenomic sequencing), a novel, metagenomic workflow integrating gradient dilution with multiple displacement amplification. Dilute-MetaSeq reduces host DNA interference by 52.4-fold and achieves > 90% microbial sequencing efficiency to assess gastrointestinal epithelium-associated microbiome. This enables the construction of the microbial genome atlas of gastrointestinal epithelium (MGA-GE). This comprehensive resource, comprising 1,907 nonredundant prokaryotic and 5,603 viral genomes, reveals extraordinary microbial diversity and novelty, with 41.4% of prokaryotic and 99.9% of viral genomes representing taxonomically unclassified lineages. Spatial profiling identifies the rumen and reticulum as a biodiversity hotspot dominated by epithelium-adapted Butyrivibrio and methylotrophic Methanomassiliicoccales, while functional annotation uncovers 1,200 biosynthetic gene clusters (primarily RiPPs and NRPSs) and 1,212 viral auxiliary metabolic genes linked to host metabolism modulation. Pangenome analysis of 987 strains, including a novel Butyrivibrio clade with reduced genome sizes, elevated GC content, and butyrate synthesis from amino acid-derived substrates (e.g., glutarate, lysine), highlights metabolic adaptations to the nutrient-scarce epithelial niche compared to digesta-associated microbes.

conclusionsCollectively, the MGA-GE provides transformative insights into host-microbe-virus interactions and establishes a foundation for developing microbiome-based intervention strategies to enhance ruminant health, agricultural productivity, and bioactive discovery.

Indexed as

Gastrointestinal MicrobiomeMetagenomeMetagenomicsAnimalsBiodiversityCattleRumen

Identifiers

PMID41593747
PMCPMC12918008

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.