Evidence map›Paper›PMID 38622351›Full record

ArticleMolecular diversity2025

The potential molecular markers of inflammatory response in KOA with AD based on single-cell transcriptome sequencing analysis and identification of ligands by virtual screening.

Yufeng Wu, Weijian Chen, Junde Jian, Weinian Liu, Haibin Wang, Dawei Gao, Wengang Liu

Abstract read
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In one paragraph

Article in Molecular diversity, 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
0.9field-weighted citation impact, top 26% of its field
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, 2 citations in OpenAlex.

  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 at 3 institutions in 1 country.

Yufeng Wu *Traditional Chinese Medicine Hospital of Zhongshan, Zhongshan, 528400, Guangdong, China.
Weijian Chen *Guangzhou University of Chinese Medicine, Guangzhou, 510405, Guangdong, China.
Junde JianGuangzhou University of Chinese Medicine, Guangzhou, 510405, Guangdong, China.
Weinian LiuGuangzhou University of Chinese Medicine, Guangzhou, 510405, Guangdong, China.
Haibin WangGuangzhou University of Chinese Medicine, Guangzhou, 510405, Guangdong, China.
Dawei GaoTraditional Chinese Medicine Hospital of Zhongshan, Zhongshan, 528400, Guangdong, China.
Wengang LiuGuangzhou University of Chinese Medicine, Guangzhou, 510405, Guangdong, China. wengangliu_gyk@126.com.
Guangzhou University of Chinese Medicine · CNGuangdong Provincial Hospital of Traditional Chinese Medicine · CNZhongshan Hospital · CN

Funding

Basic and Applied Basic Research Project of Guangdong Province 2023A1515012615Basic and Applied Basic Research Project of Province-Enterprise Joint Fund General Project of Guangdong Province 2022A1515220157
6 · The paper itself

Abstract

Alzheimer's disease (AD) and osteoarthritis (OA) are both senile degenerative diseases. Clinical studies have found that OA patients have a significantly increased risk of AD in their later life. This study hypothesized that chronic aseptic inflammation might lead to AD in KOA patients. However, current research has not yet clarified the potential mechanism between AD and KOA. Therefore, this study intends to use KOA transcriptional profiling and single-cell sequencing analysis technology to explore the molecular mechanism of KOA affecting AD development, and screen potential molecular biomarkers and drugs for the prediction, diagnosis, and prognosis of AD in KOA patients. It was found that the higher the expression of TXNIP, MMP3, and MMP13, the higher the risk coefficient of AD was. In addition, the AUC of TXNIP, MMP3, and MMP13 were all greater than 0.70, which had good diagnostic significance for AD. Finally, through the virtual screening of core proteins in FDA drugs and molecular dynamics simulation, it was found that compound Cobicistat could be targeted to TXNIP, Itc could be targeted to MMP3, and Isavuconazonium could be targeted to MMP13. To sum up, TXNIP, MMP3, and MMP13 are prospective molecular markers in KOA with AD, which could be used to predict, diagnose, and prognosis.

Indexed as

Alzheimer DiseaseInflammationOsteoarthritisBiomarkersGene Expression ProfilingHumansLigandsMolecular Docking SimulationMolecular Dynamics SimulationSingle-Cell AnalysisTranscriptomeBiomarkersLigandsAlzheimer’s diseaseInflammatory reactionKnee osteoarthritisMolecular biomarkersSingle-cell transcriptome sequencing

Identifiers

PMID38622351
OpenAlexW4394853886

What OpenQuestion holds

Textmetadata
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.