Evidence map›Paper›PMID 41526999›Full record

ArticleMicrobiome2026

Intracellular microbial signals in the gastrointestinal tract of dairy cattle.

Lianbin Xu, Senlin Zhu, Hui-Zeng Sun, Yunan Yan, Xiaowen Wang, Xiuli Li, Dengpan Bu

Abstract read
In one paragraph

Article in Microbiome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Lianbin Xu *College of Animal Science and Technology, Qingdao Agricultural University, Qingdao, 266109, China.
Senlin Zhu *Institute of Dairy Science, College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China.
Hui-Zeng SunInstitute of Dairy Science, College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China.
Yunan YanInstitute of Dairy Science, College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China.
Xiaowen WangCollege of Animal Science and Technology, Qingdao Agricultural University, Qingdao, 266109, China.
Xiuli LiCollege of Veterinary Medicine, Qingdao Agricultural University, Qingdao, 266109, China. lixiuli@qau.edu.cn.
Dengpan BuCollege of Animal Science and Technology, Qingdao Agricultural University, Qingdao, 266109, China. budengpan@qau.edu.cn.

Funding

National Natural Science Foundation of China 32102553Natural Science Foundation of Shandong Province ZR2024QC105Natural Science Foundation of Shandong Province ZR2025MS327Natural Science Foundation of Zhejiang Province LR23C170001Qingdao Natural Science Foundation 25-1-1-251-zyyd-jch
6 · The paper itself

Abstract

backgroundThe presence of intracellular microbiota in epithelial cells of gastrointestinal tracts (GITs) of dairy cows, as well as their associations with rumen development, remains unclear.

resultsUsing a single-cell analysis of host-microbiome interactions (SAHMI) within a single-cell atlas derived from ten GITs tissue types collected from new-born (NB) and adult (AD) cows, we found that 20.5% of the single-cell RNA sequencing reads aligned to reference microbial genomes after filtering low-quality single cells and doublets. Comparative analysis revealed that abomasum tissue exhibited the highest proportion of cells detected microbial signals, with Paneth cells possessing the most genes classified as both marker genes and those related to microbial signals. In the NB rumen, Basal cells demonstrated the greatest overlap between differentially expressed genes in AD vs. NB comparison and the microbial signal-related genes. Notably, these microbiota-associated genes, which are mainly linked to Aliiroseovarius crassostreae, Enterobacter sp. T2, and Enzebya pacifica, are implicated in nucleotide excision repair mechanisms, including DNA replication and the cell cycle. Furthermore, bacterial fluorescence in situ hybridization (FISH) analysis indicated that these three microbial species were partially localized within the cytoplasm and nucleus of rumen epithelial cells in NB cattle.

conclusionsThese findings provide substantial evidence supporting the existence of an intracellular microbiome within the GITs of dairy cattle and highlight their potential relationships with rumen development. This research enhances our understanding of the crosstalk between hosts and microbiome during the maturation of ruminants. Video Abstract.

Indexed as

BacteriaGastrointestinal MicrobiomeGastrointestinal TractHost Microbial InteractionsAbomasumAnimalsCattleEpithelial CellsFemaleIn Situ Hybridization, FluorescenceRumenSingle-Cell AnalysisCattleIntracellular microbial signalsRumen developmentSingle-cell analysis of host-microbiome interactionSingle-cell resolution

Identifiers

PMID41526999
PMCPMC12888143

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.