Evidence map›Paper›PMID 42587419›Full record

ArticleLiver international : official journal of the International Association for the Study of the Liver2026

Disrupted Gut Viral-Bacterial Ecology of Patients With Liver Cirrhosis.

Huanhuan Chang, Yan Yang, Pan Zhang, Zhixin Lei, Yuetong Zhang, Shenghui Li, Lumin Wang, Ying Wang, Jue Jiang, Lu Li and 2 more

Abstract read
In one paragraph

Article in Liver international : official journal of the International Association for the Study of the Liver, 2026. 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. Oral Colonisation of the Gut May Explain the Cirrhosis Virome Signature.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Article
  2. Disrupted Gut Viral-Bacterial Ecology of Patients With Liver Cirrhosis.Liver international : official journal of the International Association for the Study of the Liver · 2026
    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

12 authors.

Huanhuan ChangDepartment of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.ORCID 0009-0006-0441-8633
Yan YangDepartment of Critical Care Nephrology and Blood Purification, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.ORCID 0009-0001-9531-4517
Pan ZhangDepartment of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.ORCID 0000-0001-5383-6272
Zhixin LeiSchool of Chemistry, Chemical Engineering and Life Science, Wuhan University of Technology, Wuhan, China.ORCID 0000-0002-5126-2719
Yuetong ZhangPuensum Genetech Institute, Wuhan, China.
Shenghui LiPuensum Genetech Institute, Wuhan, China.
Lumin WangDepartment of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.ORCID 0000-0002-7651-859X
Ying WangDepartment of Ultrasound, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Jue JiangDepartment of Ultrasound, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Lu LiDepartment of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Haitao ShiDepartment of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Ameng ShiDepartment of Ultrasound, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.ORCID 0009-0009-3457-1462

Funding

Natural Science Basic Research Program of Shaanxi Province 2025JC-YBQN-1179Scientific Research Supporting Fund of the Second Affiliated Hospital of Xi'an Jiaotong University 2025SCIPT-63
6 · The paper itself

Abstract

backgroundThe gut microbiota contributes to liver cirrhosis (LC), yet the gut virome and its cross-kingdom ecology with bacteria are less well defined.

methodsTo characterize LC-associated virome alterations and assess their clinical relevance, we reanalyzed publicly available faecal metagenomes from patients with LC and healthy controls. After quality control and removal of human reads, sequences were mapped to the Chinese Gut Viral Catalogue at 95% nucleotide similarity, viral operational taxonomic units (vOTUs) were annotated using the latest ICTV framework, and viral functions were inferred by KEGG annotation. Differential vOTUs and bacterial species, virus-bacteria networks and random forest classifiers were constructed with internal and external validation.

resultsLC showed reduced viral richness and Shannon diversity, and a distinct Bray-Curtis separation from controls. Ten viral families and 473 vOTUs differed between groups (59 LC-enriched). KEGG-based profiling highlighted functional shifts in LC-enriched viruses, including increased K01185 (lysozyme) and K02172 (blaR1). Virus-bacteria networks were markedly sparser in LC than in controls (130 vs. 509 significant correlations). A virome-based random forest model distinguished patients from controls with high accuracy in internal (optimal AUC = 0.911) and external (optimal AUC = 0.773) validation cohorts, and the model combining viral and bacterial features achieved similarly robust performance.

conclusionsLC is associated with disrupted gut viral-bacterial ecology, and virome features show promise as non-invasive biomarkers, warranting longitudinal and mechanistic follow-up.

Indexed as

BacteriaGastrointestinal MicrobiomeLiver CirrhosisViromeCase-Control StudiesFecesHumansMaleMetagenomeMetagenomicsfaecal shotgun metagenomicsgut viromeliver cirrhosisnoninvasive diagnostic biomarkersviral–bacterial co‐occurrence network

Identifiers

PMID42587419
PMCPMC13469701

What OpenQuestion holds

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Registered trials

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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.