Evidence map›Paper›PMID 41031145›Full record

ArticleJournal of immunology research2025

Identification and Validation of Fibroblast-Associated Genes in Osteoarthritis Based on High-Dimensional Weighted Gene Coexpression Network Analysis.

Juan Xiao, Wei Lei, Hao Zhang, Feng Niu, Qunhai Wu, Honglin Pi, Poorani Gurumallesh

Abstract read
In one paragraph

Article in Journal of immunology research, 2025. 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.

Juan XiaoDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.ORCID https://orcid.org/0009-0007-6069-8542
Wei LeiDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.ORCID https://orcid.org/0009-0000-1859-2495
Hao ZhangDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.ORCID https://orcid.org/0009-0005-7496-3840
Feng NiuDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.ORCID https://orcid.org/0009-0003-4471-8487
Qunhai WuDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.ORCID https://orcid.org/0009-0003-0922-7156
Honglin PiDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.ORCID https://orcid.org/0000-0001-9948-8437
Poorani GurumalleshDepartment of Orthopedics, Xiangyang Hospital of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Xiangyang, 441000, China, hbtcm.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

FibroblastsGene Regulatory NetworksOsteoarthritisBiomarkersCell CommunicationComputational BiologyDatabases, GeneticGene Expression ProfilingGene Expression RegulationHumansRNA-SeqSingle-Cell AnalysisTranscriptomeBiomarkersdifferentially expressed genesfeature genesfibroblastshdWGCNAmachine learningosteoarthritis

Identifiers

PMID41031145
PMCPMC12477407

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.