Evidence map›Paper›PMID 42258069›Full record

ArticleClinical rheumatology2026

Co-exposure to perchlorate, nitrate, thiocyanate, and per- and polyfluoroalkyl substances (PFAS) mixtures is associated with increased rheumatoid arthritis risk: a population-based cross-sectional study.

Ze Yang, Yanzuo Wu, Fengyuan Tian, Jie Bao, Yongsheng Fan, Shuo Huang

Abstract read
PubMed Publisher
In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Ze YangZhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China.
Yanzuo WuZhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China.
Fengyuan TianGeneral Practice, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310006, China.
Jie BaoSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, 548 Binwen Road, Binjiang District, Hangzhou, Zhejiang, 310053, China.
Yongsheng FanDepartment of Rheumatology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, 318 Chaowang Road, Gongshu District, Hangzhou, Zhejiang, 310005, China. fyszjtcm@163.com.
Shuo HuangSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, 548 Binwen Road, Binjiang District, Hangzhou, Zhejiang, 310053, China. hszjtcm@163.com.ORCID http://orcid.org/0009-0009-4900-9966

Funding

Postdoctoral Fellowship Program of CPS GZB20230664
6 · The paper itself

Abstract

backgroundHumans are concurrently exposed to a variety of environmental endocrine-disrupting chemicals (EDCs), which include such widespread substances like urinary perchlorates, nitrates, thiocyanates, and serum per- and polyfluoroalkyl substances (PFAS). The vast majority of the previous studies were devoted to individual chemicals or certain groups of chemicals, but the impact of co-exposure to mixtures of EDCs was also not thoroughly studied. The objective of this study is to identify the relationship between these EDC mixtures and prevalence of rheumatoid arthritis (RA) based on NHANES database.

methodsWe used three types of regression models with individual chemical effects, weighted quantile sum (WQS) regression, and Bayesian kernel machine regression (BKMR) in 2005-2012 to analyze results of individuals aged ≥ 20 years. Age and gender subgroup analyses were also done.

resultsA total of 4219 patients were analyzed, and 215 (5.10%) of them had RA. Multivariate logistic regression demonstrated that there was a significant relationship between thiocyanate (as a continuous variable) and the prevalence of RA. The upper quartile of perchlorate, nitrate as well as thiocyanate and MPAH showed correlation with elevated prevalence of RA. The effects of specific chemicals were stronger among the older subjects and females. WQS and BKMR models showed a positive association between co-exposure to these chemicals and RA, with thiocyanate as the primary contributor. These associations were especially strong in young adults and females.

conclusionThis study provides the first evidence that co-exposure to a mixture of EDCs is positively correlated with RA, with a stronger effect in young adults and females. Thiocyanate is identified as a key contributor. Limiting exposure to EDCs may be beneficial for potentially reducing RA risk. Key Points • We assessed the association between a mixture of ten chemicals and the risk of incidence of RA. • The co-exposure of chemical mixtures were positively associated with RA by WQS and BKMR models. • Thiocyanate was the key contributor in these mixtures. • The associations were more pronounced among young adults and females.

Indexed as

Arthritis, RheumatoidEnvironmental ExposureFluorocarbonsNitratesPerchloratesThiocyanatesAdultAgedBayes TheoremCross-Sectional StudiesFemaleHumansLogistic ModelsMaleMiddle AgedNutrition SurveysFluorocarbonsNitratesperchloratePerchloratesthiocyanateThiocyanatesBayesian kernel machine regressionChemical mixturesNHANESRheumatoid arthritisWeighted quantile sum regression

Identifiers

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.