Evidence map›Paper›PMID 40465018›Full record

ArticleFunctional & integrative genomics2025

Analyzing the potential targets and mechanism of per- and polyfluoroalkyl substances (PFAS) on breast cancer by integrating network toxicology, single-cell sequencing, spatial transcriptomics, and molecular simulation.

Jiajun Li, Deqi Wang, Sihan Song, Yi Wang, Xinlei Wu, Zhuoyi Du, Yanggang Hong

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In one paragraph

Article in Functional & integrative genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
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  4. Identification ofFrontiers in pharmacology · 2026
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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

7 authors.

Jiajun Li *The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325027, China.
Deqi Wang *Wenzhou Medical University, Wenzhou, Zhejiang Province, 325035, China.
Sihan SongWenzhou Medical University, Wenzhou, Zhejiang Province, 325035, China.
Yi WangWenzhou Medical University, Wenzhou, Zhejiang Province, 325035, China.
Xinlei WuWenzhou Medical University, Wenzhou, Zhejiang Province, 325035, China.
Zhuoyi DuWenzhou Medical University, Wenzhou, Zhejiang Province, 325035, China.
Yanggang HongThe Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325027, China. hongyanggang@wmu.edu.cn.

Funding

National College Students Innovation and Entrepreneurship Training Program, China 202410343023
6 · The paper itself

Abstract

Per- and polyfluoroalkyl substances (PFAS), particularly perfluorooctanoic acid (PFOA) and perfluorooctane sulfonate (PFOS), are persistent environmental contaminants linked to adverse health effects, including an increased risk of breast cancer. However, the molecular mechanisms through which PFAS contribute to breast cancer development remain poorly understood. In this study, we employed an integrated approach combining network toxicology, single-cell sequencing, spatial transcriptomics, and molecular simulation to investigate the effects of PFAS on breast cancer. By constructing a protein-protein interaction (PPI) network, we identified six core genes (PPARG, CD36, FABP4, PPARGC1A, LPL, and PCK1) that play a significant role in the development of breast cancer. These genes are involved in key cellular processes such as lipid metabolism, oxidative phosphorylation, and immune regulation, all of which are disrupted by PFAS exposure. Single-cell and spatial transcriptomic analyses revealed that these genes are predominantly expressed in endothelial, myeloid, and cancer-associated fibroblasts within the tumor microenvironment. Molecular simulation further confirmed strong binding energies between PFAS and these target proteins, suggesting direct interactions. Our findings provide novel insights into how PFAS may promote breast cancer progression at the molecular level and highlight the need for further research on environmental pollutants in cancer risk assessment and public health initiatives.

Indexed as

Alkanesulfonic AcidsBreast NeoplasmsCaprylatesEnvironmental PollutantsFluorocarbonsTranscriptomeFemaleGene Regulatory NetworksHumansProtein Interaction MapsSingle-Cell AnalysisTumor MicroenvironmentAlkanesulfonic AcidsCaprylatesEnvironmental PollutantsFluorocarbonsperfluorooctane sulfonic acidperfluorooctanoic acid

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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.