Evidence map›Paper›PMID 40195426›Full record

ArticleScientific reports2025

Identification and experimental verification of biomarkers related to butyrate metabolism in osteoarthritis.

Yi Zhang, Youliang Shen, Dewei Kou, Tengbo Yu

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

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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

4 authors.

Yi ZhangDepartment of Orthopedics, Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Shinan District, QingDao, 266003, China.
Youliang ShenDepartment of Joint Surgery, Affiliated Hospital of Qingdao University, QingDao, China.
Dewei KouDepartment of Pain Management, Affiliated Hospital of Qingdao University, QingDao, China.
Tengbo YuDepartment of Orthopedics, Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Shinan District, QingDao, 266003, China. ytb1970@126.com.

Funding

National Natural Science Foundation of China 31802022
6 · The paper itself

Abstract

Butyrate plays a crucial role in osteoarthritis (OA) development. However, the relationship between butyrate metabolism-related genes (BMRGs) and OA remains unclear. This study investigates the potential correlation between BMRGs and OA using OA-related datasets (GSE55235, GSE12021 and GSE143514). Differential expression analysis identified 38 differentially expressed butyrate metabolism-related genes (DE-BMRGs) from the overlap of 782 OA-related differentially expressed genes (DEGs) and 385 BMRGs in GSE55235. Enrichment analysis indicated that these DE-BMRGs were tightly associated with cell proliferation, differentiation, and apoptosis, which are key processes in OA pathogenesis. Six candidate biomarkers (IL1B, IGF1, CXCL8, PTGS2, SERPINE1, MMP9) were identified through two machine-learning algorithms. IL1B, CXCL8, and PTGS2 were upregulated in controls, exhibiting consistent patterns across validation datasets. Gene set enrichment analysis (GSEA) revealed that dysregulated expression of these biomarkers lead to abnormal cell proliferation and differentiation, contributing to OA progression. Furthermore, significant differences in immune cell infiltration-particularly activated and resting mast cells-along with correlations to immune regulatory factors (CD86, CXCL12, TNFSF9, IL6), highlighted potential therapeutic targets. Quantitative RT-PCR further confirmed elevated expression of IL1B, CXCL8 and PTGS2 in control group. This study identifies IL1B, CXCL8 and PTGS2 as OA-related biomarkers linked to butyrate metabolism, offering a theoretical foundation and potential therapeutic strategies.

Indexed as

BiomarkersButyratesOsteoarthritisCell ProliferationCyclooxygenase 2Gene Expression ProfilingHumansInterleukin-8BiomarkersButyratesCyclooxygenase 2Interleukin-8BioinformaticsBiomarkersButyrate metabolism-related genesOsteoarthritis

Identifiers

PMID40195426
PMCPMC11977226

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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.