# Associations of urinary phthalate metabolites with Circadian Syndrome: evidence from NHANES

**Authors:** Chunxing Yi, Jie Shen, Jiansheng Cai

PMC · DOI: 10.3389/fpubh.2025.1597489 · Frontiers in Public Health · 2025-06-27

## TL;DR

This study finds that exposure to certain phthalates is linked to a higher risk of Circadian Syndrome in American adults.

## Contribution

The study provides new epidemiological evidence linking phthalate exposure to circadian rhythm disruption.

## Key findings

- Higher exposure to MECP, MEHP, mono-benzyl, and MEOH phthalates was associated with increased CircS risk.
- Dose-response relationships showed linear increases in CircS risk for some phthalates.
- Combined phthalate exposure was positively linked to CircS through mixture analyses.

## Abstract

The relationship between phthalate exposure and circadian rhythm disruption lacks epidemiological evidence. This study investigated the association between exposure to ten phthalates (PAEs) and Circadian Syndrome (CircS) among American adults.

Data from the 2013–2018 United States National Health and Nutritional Health Surveys (N = 2519) were analyzed using logistic regression to assess associations between individual phthalate exposure and CircS. Restricted cubic splines (RCS) evaluated dose-response relationships, while Bayesian kernel machine regression (BKMR) and g-computation models assessed the effects of phthalate mixtures.

The prevalence of CircS in the study population was 45.14%. Participants in the fourth quartile of exposure to MECP phthalate (OR = 1.632, 95% CI: 1.159–2.300), MEHP phthalate (OR = 1.830, 95% CI: 1.301–2.573), mono-benzyl phthalate (OR = 1.699, 95% CI: 1.156–2.496), and MEOH phthalate (OR = 1.560, 95% CI: 1.065–2.279) had an increased risk of CircS compared to those in the first quartile of exposure. RCS analysis indicated a linear positive association between exposure to MECP, MEHP, and mono-benzyl phthalate and CircS risk. BKMR and quantile g-computation analyses demonstrated that combined phthalate exposure was positively associated with CircS.

Individual and mixed exposures to certain phthalates may increase the risk of CircS, providing evidence for prevention strategies targeting endocrine-disrupting chemicals.

## Linked entities

- **Chemicals:** MEHP (PubChem CID 20393), mono-benzyl phthalate (PubChem CID 31736)

## Full-text entities

- **Diseases:** CircS (MESH:D021081)
- **Chemicals:** PAEs (MESH:C032279), mono-benzyl phthalate (MESH:C103325), MECP (-), MEHP (MESH:C016599)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12245799/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12245799/full.md

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Source: https://tomesphere.com/paper/PMC12245799