Evidence map›Paper›PMID 42643639›Full record

ArticleFrontiers in toxicology2026

Per- and polyfluoroalkyl substances mixture exposure is associated with colorectal cancer TNM stage.

Ning Kang, Yang Zhao, Zhi Huang, Rongbin Li, Xiaoqian Ma, Shigang Ding, Fei Li, Shengju Yin, Weiwei Fu

Abstract read
In one paragraph

Article in Frontiers in toxicology, 2026. 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

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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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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

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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

9 authors.

Ning Kang *Department of Maternal and Child Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yang Zhao *Department of Laboratory Medicine, Peking University Third Hospital, Beijing, China.
Zhi Huang *Department of Gastroenterology, Peking University Third Hospital, Beijing, China.
Rongbin LiDepartment of Gastroenterology, Peking University Third Hospital, Beijing, China.
Xiaoqian MaDepartment of Gastroenterology, Peking University Third Hospital, Beijing, China.
Shigang DingDepartment of Gastroenterology, Peking University Third Hospital, Beijing, China.
Fei LiMinistry of Education-Shanghai Key Laboratory of Children's Environmental Health and Department of Developmental and Behavioural Paediatric and Child Primary Care, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Shengju YinDepartment of Maternal and Child Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Weiwei FuDepartment of Gastroenterology, Peking University Third Hospital, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Environmental pollutants have been implicated in colorectal cancer risk, but the association between plasma per- and polyfluoroalkyl substance (PFAS) concentrations and TNM stage remains unclear. We recruited 110 patients with colorectal cancer in Beijing, China, between March and June 2024. Plasma concentrations of 32 PFAS were measured, and 23 PFAS with detection rates greater than 70% were included in the analysis. Random forest analysis was used to identify the highest-ranking PFAS for TNM-stage classification, followed by multivariable ordinal logistic regression and restricted cubic spline models to evaluate single-PFAS associations and concentration-response patterns. Bayesian kernel machine regression was further applied to assess the joint associations of the selected PFAS mixture, and stratified analyses were conducted by sex and age. PFOA and n-PFOS showed the highest median concentrations, at 2.899 ng/mL and 2.444 ng/mL, respectively. Random forest analysis identified PFPeS, PFTrDA, PFTeDA, HFPO-DA and 8:2 Cl-PFESA as five highest-ranking PFAS for TNM-stage classification. In single-pollutant models, HFPO-DA was positively associated with more advanced TNM stage (odds ratio 2.76, 95% confidence interval 1.39-5.46; P = 0.004), with a linear concentration-response association suggested by restricted cubic spline analysis (overall P = 0.012). Mixture analysis further indicated that higher combined PFAS concentrations were associated with more advanced TNM stage, with a more pronounced positive mixture-response pattern among female patients. These findings suggest that higher plasma PFAS concentrations, particularly HFPO-DA, may be associated with more advanced TNM stage in colorectal cancer and warrant confirmation in larger prospective studies.

Indexed as

colorectal cancerHFPO-DAmixture exposureper- and polyfluoroalkyl substancesTNM stage

Identifiers

PMID42643639
PMCPMC13504314

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