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ORIGINAL RESEARCH article

Front. Public Health
Sec. Environmental Health and Exposome
Volume 12 - 2024 | doi: 10.3389/fpubh.2024.1476383

Analysis of the relationship between sleep-related disorders and Cadmium in the US population

Provisionally accepted
Zhuanbo Luo Zhuanbo Luo Ning Zhu Ning Zhu Kunlong Xiong Kunlong Xiong Feng Qiu Feng Qiu Chao Cao Chao Cao *
  • Ningbo First Hospital, Ningbo, China

The final, formatted version of the article will be published soon.

    Abstract Background: Cadmium is a heavy metal that accumulates in the body due to environmental and occupational exposure. The neurotoxicity of cadmium received increasingly attention in recent years. Sleeping is regulated and coordinated by nervous system, however, little is known about the relationship between cadmium and sleep. Methods: This cross-sectional study used data on blood cadmium and sleep from the 2005–2008 and 2015–2020 NHANES. Weighted multiple regression, generalized weighted modeling, and weighted restricted cubic splines were utilized to investigate the association between blood cadmium and sleep outcomes. Furthermore, subgroup analyses were conducted to investigate any differences in the associations between age, gender, ethnicity, education level, marital status, smoking status, alcohol consumption, diabetes, cardiovascular disease and hypertension groups. Results: In 19,152 participants, the median blood cadmium concentration was 0.48 (IQR: 0.28, 0.82)μg/L. Compared with the lowest reference quartile, participants in the higher quartile had a significantly higher risk of insufficient sleeping (<7 h/night) in crude model (OR 1.53, 95% CI 1.33–1.74), Model 1 (OR 1.57, 95% CI 1.38–1.80) and Model 2 (OR 1.45, 95% CI 1.27–1.65). In the unadjusted model, individuals in the highest quartile of cadmium level had a significantly increased risk of OSA symptoms of 53% (OR = 1.53, 95% CI: 1.42, 1.65) compared with participants in the bottom quartile, and this risk increased by 35% (OR = 1.35, 95% CI: 1.23, 1.48) after adjusting for all covariates. Individuals in the highest quartile of cadmium level were 76% more likely to have a trouble sleeping than individuals in the lowest quartile in the unadjusted model (OR = 1.76, 95% CI: 1.31, 1.93), whereas in the fully adjusted model, this likelihood was 86% higher (OR = 1.86, 95% CI: 1.51, 1.96). A similar positive correlation was also observed for cadmium level and daytime sleepiness. A linear dose-response relationship was found between cadmium concentration and the risk of insufficient sleeping, OSA symptoms, trouble sleeping and daytime sleepiness. Conclusion Insufficient sleep, symptoms of OSA, trouble sleeping and daytime sleepiness were found to have a positive association with the blood cadmium concentration in US adults.

    Keywords: Cadmium, sleep-related disorder, obstructive sleep apnoea, Daytime sleepiness, Trouble sleeping, sleep duration, NHANES

    Received: 05 Aug 2024; Accepted: 17 Oct 2024.

    Copyright: © 2024 Luo, Zhu, Xiong, Qiu and Cao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Chao Cao, Ningbo First Hospital, Ningbo, China

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