Evidence map›Paper›PMID 41971330›Full record

ArticleFrontiers in microbiology2026

Disease-induced changes in

Liu Shuang, Tian Ge, Liu Hang, Li Wenjing, Xu Jiang, Hu Haoyu, Xiao Shuiming

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in microbiology, 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

7 authors.

Liu ShuangHouji Laboratory in Shanxi Province, Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan, China.
Tian GeHouji Laboratory in Shanxi Province, Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan, China.
Liu HangHouji Laboratory in Shanxi Province, Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan, China.
Li WenjingHouji Laboratory in Shanxi Province, Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan, China.
Xu JiangState Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China.
Hu HaoyuState Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China.
Xiao ShuimingState Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Phyllosphere microorganisms play essential roles in plant health and disease resistance, yet their responses to pathogen infections remain poorly understood. Methods: Phyllosphere fungal communities of healthy Results: Results revealed distinct niche differentiation: leaves were dominated by Basidiomycota (82.0%), while stems harbored more Ascomycota (94.2%), including pathogens like Discussion: Elucidating these compositional shifts of phyllosphere fungal communities advances the understanding of plant-microbe-pathogen interactions and provides a critical theoretical groundwork for development of microbiome-driven early disease diagnosis, resistance breeding, and eco-friendly disease control strategies for

Indexed as

biocontrol mechanismfungiinfectious diseasesPanax ginsengphyllosphere microbiota

Identifiers

PMID41971330
PMCPMC13062315

What OpenQuestion holds

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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 OpenQuestion graph.