Evidence map›Paper›PMID 42729317›Full record

ArticleFrontiers in pharmacology2026

Association between TBPH exposure, increased MMP9 expression, and atherosclerosis: evidence from integrated network analysis and

Huichao Pan, Dong Wang, Shengguang Chen, Jun Zhou, Lei Song, Min Zhang

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Huichao Pan *Division of Cardiology, Institute of Cardiovascular Diseases, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Dong Wang *Division of Cardiology, Institute of Cardiovascular Diseases, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shengguang Chen *Department of Endocrinology and Metabolism, Gongli Hospital of Shanghai Pudong New Area, Shanghai, China.
Jun ZhouDivision of Cardiology, Institute of Cardiovascular Diseases, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Lei SongDivision of Cardiology, Institute of Cardiovascular Diseases, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Min ZhangDivision of Cardiology, Institute of Cardiovascular Diseases, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Bis(2-ethylhexyl)-2,3,4,5-tetrabromophthalate (TBPH) is used as a nonreactive brominated flame retardant used in industrial products, particularly in flexible polyvinyl chloride and rigid and flexible polyurethane foams. Although TBPH exposure poses potential health risks, its association with atherosclerosis remains poorly understood. Methods: This study integrated network toxicology, machine learning, molecular docking, and molecular dynamics (MD) simulations to elucidate the influence of TBPH on high-fat diet-induced atherosclerosis. Results: TBPH exhibited significant predicted toxicity across multiple organs. In total, 167 potential TBPH targets and 690 atherosclerosis-associated targets were identified, with 108 overlapping targets obtained through intersectional analysis. A PPI network was constructed based on these 108 overlapping genes, and the top 20 hub genes were identified. In a parallel independent analysis using a public transcriptomic dataset, 111 differentially expressed genes (DEGs) were identified by comparing atherosclerotic and normal tissues. Subsequent intersection analysis of the 108 overlapping targets and 111 DEGs identified candidate genes that were both TBPH-related and differentially expressed in atherosclerosis. Public transcriptomic data showed higher matrix metalloproteinase 9 (MMP9) level in atherosclerotic tissues. The corresponding receiver operating characteristic (ROC) curve yielded an AUC of 0.806 (95% confidence interval [CI]: 0.698-0.914). Molecular docking and MD simulations indicated favorable predicted binding modes and computational stability between TBPH and MMP9. In vivo experiments further demonstrated an association between TBPH exposure, increased MMP9 expression, and high-fat diet-induced atherosclerotic lesions. Discussion: These findings suggest that TBPH may be associated with high-fat diet-induced atherosclerosis progression through the dysregulation of key mediators, providing insight into environmental pollutant-driven disease development.

Indexed as

atherosclerosisbis(2-ethylhexyl)-2,3,4,5-tetrabromophthalatemachine learningMMP9molecular dockingmolecular dynamics simulationnetwork toxicology

Identifiers

PMID42729317
PMCPMC13561889

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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.