# Exploring the Cross-Sectional Association Between Hypothyroidism and Circadian Syndrome: Insights from NHANES 2007–2012

**Authors:** Ahmed Arabi, Humam Emad Rajha, Osama Alkeilani, Ahmad Hamdan, Dima Nasrallah, Giridhara R. Babu

PMC · DOI: 10.3390/clockssleep7040052 · Clocks & Sleep · 2025-09-24

## TL;DR

This study finds that hypothyroidism is linked to a higher risk of Circadian Syndrome and Metabolic Syndrome, with lower thyroid hormone levels increasing the risk.

## Contribution

The study introduces a novel analysis of hypothyroidism's association with Circadian Syndrome and explores the dose–response relationship with FT4 levels.

## Key findings

- Hypothyroidism was significantly associated with Circadian Syndrome (OR: 1.58).
- An inverse, non-linear relationship was observed between FT4 levels and CircS probability.
- Hypothyroidism also showed a significant link to Metabolic Syndrome (OR: 1.19).

## Abstract

Background: Circadian Syndrome (CircS) encompasses a range of cardiometabolic risk factors that contribute to an increased susceptibility to cardiovascular diseases and type 2 diabetes. Understanding the factors that underpin CircS is essential. This study primarily aims to examine the association between hypothyroidism and CircS in adults. A secondary analysis compares this association with that between hypothyroidism and Metabolic Syndrome (MetS). Additionally, the dose–response relationship between serum free thyroxine (FT4) levels and CircS probability is explored. Methods: This cross-sectional study includes 4050 National Health and Nutrition Examination Survey (NHANES) participants (2007–2012). Hypothyroidism was classified into (1) drug-managed, (2) non-drug-managed (NDM) primary, and (3) NDM central hypothyroidism, based on self-reported medication use and serum TSH/FT4 levels. CircS was defined as having ≥5 of its eight components, including MetS criteria, depression, short sleep, and non-alcoholic fatty liver disease. Results: Our results showed that hypothyroidism was significantly associated with CircS (OR: 1.58, 95% CI 1.26–1.98) and MetS (OR: 1.19, 95% CI 1.01–1.42). An inverse, non-linear relationship between serum FT4 levels and the probability of CircS was observed. Conclusions: The results underscore a significant association between hypothyroidism and CircS and MetS, with FT4 levels inversely related to CircS probability. These findings highlight hypothyroidism’s potential role in CircS pathogenesis and prevention.

## Linked entities

- **Chemicals:** TSH (PubChem CID 1150), FT4 (PubChem CID 25817650)
- **Diseases:** hypothyroidism (MONDO:0005420), Metabolic Syndrome (MONDO:0000816), type 2 diabetes (MONDO:0005148), depression (MONDO:0002050), non-alcoholic fatty liver disease (MONDO:0013209)

## Full-text entities

- **Diseases:** type 2 diabetes (MESH:D003924), depression (MESH:D003866), CircS (MESH:D021081), non-alcoholic fatty liver disease (MESH:D065626), Hypothyroidism (MESH:D007037), cardiovascular diseases (MESH:D002318), MetS (MESH:D024821)
- **Chemicals:** FT4 (-), thyroxine (MESH:D013974)

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12550944/full.md

## References

47 references — full list in the complete paper: https://tomesphere.com/paper/PMC12550944/full.md

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Source: https://tomesphere.com/paper/PMC12550944