Association of sleep problems with urinary concentrations of personal care and consumer product chemicals: a nationally representative, population-based study
Sleep problems;
Insufficient sleep;
Personal care and consumer product chemicals;
NHANES;
Population-based study;
TCS;
BISPHENOL-A;
EXPOSURE;
TRICLOSAN;
ADULTS;
PARABENS;
HEALTH;
HYPERTENSION;
DURATION;
QUALITY;
NHANES;
D O I:
10.1007/s11356-022-23148-9
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Sleep problems are common in modern society and may be related to environmental chemicals. The objective of this study is to investigate the association between exposure to personal care and consumer product chemicals (PCCPCs) and sleep-related disorders. Nationally representative data from the National Health and Nutrition Examination Survey (NHANES) were used in this study (N=2415). Sleep-related variables, including sleep duration, snoring, and self-reported sleep problems, were included as outcome variables to assess sleep quality. Urinary PCCPC concentrations were used to assess the association of PCCPCs with sleep problems and adjusted for variables similar to those used in related studies. PCCPC levels were analysed as quartiles. Multivariate logistic regression and weighted quantile sum (WQS) regression were used to analyse the association of urinary PCCPCs with sleep problems. Nine of the 12 kinds of PCCPCs with a detection rate greater than 50% were included in our study. Specifically, the concentrations of bisphenol A (BPA), bisphenol F (BPF), methyl paraben (MP) and triclosan (TCS) were significantly related to insufficient sleep. Based on the WQS model, combined exposure to PCCPCs was also significantly related to insufficient sleep; TCS, BPA, and MP were the compounds with the greatest impact regarding combined exposure. A variety of PCCPCs were associated with insufficient sleep in participants but were not significantly associated with the other sleep problems reported in the NHANES. As poor quality sleep is associated with multiple adverse health outcomes, our study provides insight into the health risks of PCCPC exposure.
机构:
Univ Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
Univ Sao Paulo, Ctr Epidemiol Studies Hlth & Nutr, Sao Paulo, BrazilUniv Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
Steele, Euridice Martinez
Khandpur, Neha
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机构:
Univ Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
Univ Sao Paulo, Ctr Epidemiol Studies Hlth & Nutr, Sao Paulo, Brazil
Harvard TH Chan Sch Publ Hlth, Dept Nutr, Boston, MA USAUniv Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
Khandpur, Neha
da Costa Louzada, Maria Laura
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机构:
Univ Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
Univ Sao Paulo, Ctr Epidemiol Studies Hlth & Nutr, Sao Paulo, BrazilUniv Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
da Costa Louzada, Maria Laura
Monteiro, Carlos Augusto
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Univ Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
Univ Sao Paulo, Ctr Epidemiol Studies Hlth & Nutr, Sao Paulo, BrazilUniv Sao Paulo, Sch Publ Hlth, Dept Nutr, Sao Paulo, Brazil
机构:
George Inst Global Hlth, Beijing, Peoples R China
Univ New South Wales, George Inst Global Hlth, Sydney, NSW, AustraliaGeorge Inst Global Hlth, Beijing, Peoples R China
Zhao, Yang
Anindya, Kanya
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机构:
Univ Melbourne, Nossal Inst Global Hlth, Melbourne, Vic, AustraliaGeorge Inst Global Hlth, Beijing, Peoples R China
Anindya, Kanya
Atun, Rifat
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机构:
Harvard Univ, Harvard TH Chan Sch Publ Hlth, Dept Global Hlth & Populat, Boston, MA USA
Harvard Univ, Harvard Med Sch, Dept Global Hlth & Social Med, Boston, MA USAGeorge Inst Global Hlth, Beijing, Peoples R China
Atun, Rifat
Marthias, Tiara
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Univ Melbourne, Nossal Inst Global Hlth, Melbourne, Vic, Australia
Univ Gadjah Mada, Fac Med Publ Hlth & Nursing, Dept Publ Hlth, Yogyakarta, IndonesiaGeorge Inst Global Hlth, Beijing, Peoples R China
Marthias, Tiara
Han, Chunlei
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机构:
Binzhou Med Univ, Coll Publ Hlth & Management, Yantai, Peoples R ChinaGeorge Inst Global Hlth, Beijing, Peoples R China
Han, Chunlei
McPake, Barbara
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机构:
Univ Melbourne, Nossal Inst Global Hlth, Melbourne, Vic, AustraliaGeorge Inst Global Hlth, Beijing, Peoples R China
McPake, Barbara
Duolikun, Nadila
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George Inst Global Hlth, Beijing, Peoples R ChinaGeorge Inst Global Hlth, Beijing, Peoples R China
Duolikun, Nadila
Hulse, Emily
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机构:
Harvard Univ, Harvard Med Sch, Dept Global Hlth & Social Med, Boston, MA USAGeorge Inst Global Hlth, Beijing, Peoples R China
Hulse, Emily
Fang, Xinyue
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机构:
Chinese Ctr Dis Control & Prevent, Beijing, Peoples R ChinaGeorge Inst Global Hlth, Beijing, Peoples R China
Fang, Xinyue
Ding, Yimin
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机构:
Tongji Univ, Sch Software, Shanghai, Peoples R ChinaGeorge Inst Global Hlth, Beijing, Peoples R China
Ding, Yimin
Oldenburg, Brian
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机构:
Baker Heart & Diabet Inst, Melbourne, Vic, AustraliaGeorge Inst Global Hlth, Beijing, Peoples R China
Oldenburg, Brian
Lee, John Tayu
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机构:
Univ Melbourne, Nossal Inst Global Hlth, Melbourne, Vic, Australia
Imperial Coll London, Sch Publ Hlth, Dept Primary Care & Publ Hlth, Publ Hlth Policy Evaluat Unit, London, England
Australian Natl Univ, Dept Hlth Serv Res & Policy, Canberra, NSW, AustraliaGeorge Inst Global Hlth, Beijing, Peoples R China