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Xu H, Chen W, Sun J. Association between urinary exposures and the risk of chronic obstructive pulmonary disease in smokers: results from NHANES 2007-2016. Front Public Health 2025; 13:1548401. [PMID: 40255370 PMCID: PMC12006094 DOI: 10.3389/fpubh.2025.1548401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 03/17/2025] [Indexed: 04/22/2025] Open
Abstract
Objective This study aims to shed light on the connection of urinary exposures with risk of chronic obstructive pulmonary disease (COPD) among smokers, thereby providing scientific evidence for the prevention and intervention of COPD. Methods Data of the National Health and Nutrition Examination Survey (NHANES) 2007-2016 were utilized, including 3,973 smokers aged 20 or older. We employed the weighted multivariate logistic and weighted quantile sum (WQS) regression models to delve into the link of urinary concentrations of exposures to COPD risk. Additionally, restricted cubic spline regression was utilized to examine the dose-response relationship between biomarker concentrations and COPD risk. The stability of the associations across different participant characteristics was evaluated through subgroup and mediation analyses. Results Our study encompassed a total of 3,973 participants, of whom 472 were diagnosed with COPD. Regression analyses revealed the inverse association between urinary concentrations of benzophenone-3 (BP-3) and propyl paraben (PrP) and COPD risk. Higher quartiles of BP-3 and PrP exhibited lower COPD incidence [BP-3: odds ratio (OR) = 0.64, 95% confidence interval (95%CI) (0.47, 0.89), p = 0.007; PrP: OR = 0.56, 95%CI (0.36, 0.86), p = 0.008]. Significant synergistic interactions among urinary exposures were observed [WQS: 0.75, 95%CI (0.65, 0.88), p = 0.026], with BP-3 and PrP contributing 40.31 and 40.01% to the weighted analysis, respectively. Mediation analysis proved that inflammatory markers, such as white blood cell (WBC) count and neutrophil-to-lymphocyte ratio (NLR), significantly mediated the association between BP-3, PrP, and COPD risk (all p-values <0.05). Conclusion BP-3 and PrP in environmental exposure in smokers have an inverse correlation with COPD risk, with WBC and NLR partially mediating this association.
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Affiliation(s)
| | | | - Jinjun Sun
- Department of Tuberculosis, Affiliated Hospital of Shaoxing University, Zhejiang, China
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2
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Liu J, Liu Z, Liu X, Wang N, Wu L, Cui Y, Wang L, Zhang H, Feng Y, Yin X, Liu Y, Zhou Y, Hao Y, Liang L. Associations between exposure to brominated flame retardants and hyperlipidemia risk in U.S. Adults. BMC Public Health 2025; 25:980. [PMID: 40075320 PMCID: PMC11905444 DOI: 10.1186/s12889-025-22010-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Accepted: 02/19/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Environmental exposure to toxic brominated flame retardants (BFRs) has been confirmed to have detrimental effects on human health. The impact of serum BFRs on hyperlipidemia risk has not been sufficiently examined. Our objective is to identify both the individual and combined effects of serum BFRs on hyperlipidemia and to further investigate the most influential chemicals. METHODS We included 7,009 individuals with complete details on 9 types of serum BFRs, hyperlipidemia, and other covariates from the NHANES in 2007-2016. Multivariate logistic regression was conducted to evaluate the individual impact of BFRs exposure on hyperlipidemia risk. We assessed the cumulative effect of BFRs on hyperlipidemia risk through weighted quantile sum (WQS) regression, quantile g-computation (QGC), and Bayesian kernel machine regression models. RESULTS PBDE 28, PBDE 47, PBDE 85, PBDE 99, PBDE 100, PBDE 154, PBDE 209, and PBB153 were found to be positively associated with hyperlipidemia risk. The results of WQS and QGC revealed consistent positive correlation. PBDE209 emerged as the most significant chemicals exerting influence. The restricted cubic splines regression further identified significant dose-response relationship. CONCLUSION Exposure to individual and combined serum BFRs has been associated with an increased risk of hyperlipidemia. The causal relationship still requires confirmation through large-scale cohort studies.
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Affiliation(s)
- Junping Liu
- School of Health Management, Harbin Medical University, Harbin, China
| | - Zhaoyue Liu
- School of Health Management, Harbin Medical University, Harbin, China
| | - Xinru Liu
- School of Health Management, Harbin Medical University, Harbin, China
| | - Nan Wang
- School of Health Management, Harbin Medical University, Harbin, China
| | - Lin Wu
- School of Health Management, Harbin Medical University, Harbin, China
| | - Yu Cui
- School of Health Management, Harbin Medical University, Harbin, China
| | - Lu Wang
- School of Health Management, Harbin Medical University, Harbin, China
| | - Huanyu Zhang
- School of Health Management, Harbin Medical University, Harbin, China
- School of Public Health, Fudan University, Shanghai, China
| | - Yajie Feng
- School of Health Management, Harbin Medical University, Harbin, China
- Chengde Central Hospital, Chengde, China
| | - Xinle Yin
- School of Health Management, Harbin Medical University, Harbin, China
| | - Yaping Liu
- School of Health Management, Harbin Medical University, Harbin, China
| | - Yue Zhou
- School of Health Management, Harbin Medical University, Harbin, China
| | - Yanhua Hao
- School of Health Management, Harbin Medical University, Harbin, China.
| | - Libo Liang
- School of Health Management, Harbin Medical University, Harbin, China.
- Institute for Medical Demography, Harbin Medical University, Harbin , China.
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Liu B, Zhao X, He H, Zhou L, Fan Y, Chai X, Xu X, Gong X, An S, Ling X, Chu X. Exposure to urinary polycyclic aromatic hydrocarbon metabolites for the effect of lung function among children and adolescents: Epidemiological study and mechanism exploration. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 292:117990. [PMID: 40023998 DOI: 10.1016/j.ecoenv.2025.117990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 02/21/2025] [Accepted: 02/25/2025] [Indexed: 03/04/2025]
Abstract
Human are widely exposed to polycyclic aromatic hydrocarbon (PAHs), but existing evidence about exposure to urinary PAHs metabolites for pulmonary health in children and adolescents is limited. Our aim was to examine the effect of single and mixed exposure of urinary PAHs metabolites on lung function among children and adolescents. We included 1417 individuals aged 6-19 years from 3 survey cycles (2007-2008, 2009-2010, 2011-2012) of NHANES program. Multivariable linear regression model was conducted to examine the relationship between urinary PAHs metabolites and lung function index including FEV1, FVC and FEV1/FVC. BKMR and WQS model were used to evaluate the joint effects of PAHs metabolites for lung function index. Mediation analyses were performed to investigate the mediating role of inflammation related index. Hub proteins were screened by network toxicology and validated using molecular docking. Our results indicated that 3-FLU was negatively linked with FEV1 and FEV1/FVC; 1-OHP was negatively linked with FEV1; 1-PYR was negatively linked with FEV1 and FVC. In addition, 3-OHP was positively corrected with three lung function parameters. In BKMR and WQS models, PAHs metabolites co-exposure was all negatively corrected with FEV1 and FVC. Systemic inflammation response index mediated the relationship between I-PYR and FEV1 as well as FVC, with the 8 % and 6 % proportion. IL-6, STAT3, TNF, and TP53 were screened and validated as the common targets related with PAHs, inflammation and lung function by molecular docking analysis. Taken together, our findings raise the concerns about the potential hazards of environmentally relevant PAHs metabolites exposure for respiratory system in the vulnerable population and guide future research into the toxic mechanisms of PAHs metabolites-mediated lung function injury, which has important public health implications.
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Affiliation(s)
- Bin Liu
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Xue Zhao
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Hongqi He
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Linwei Zhou
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Yuhan Fan
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Xu Chai
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Xin Xu
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Xinjie Gong
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Shuli An
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China
| | - Xiaodong Ling
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, China.
| | - Xia Chu
- Department of Nutrition and Food Hygiene, College of Public Health, Key Laboratory of Precision nutrition and health, Ministry of Education, Harbin Medical University, Harbin, China.
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Wang C, Wang H, Cai J, Xu X. Individual and mixture analyses of the associations of phenols and phthalates with lung function among US adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2025; 35:330-344. [PMID: 38722165 DOI: 10.1080/09603123.2024.2352609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 05/03/2024] [Indexed: 02/03/2025]
Abstract
The effects of endocrine disruptors including phenols and phthalates on adult lung function remain unclear. In the present study, data from 2007-2012 National Health and Nutrition Examination Survey (NHANES) were extracted, and 4338 participants were included in the final analyses. The associations of three phenols and four phthalate metabolites with six lung function parameters were investigated. In generalized linear regression models (GLM) and restricted cubic spline (RCS) analyses, bisphenol A (BPA) was associated with decreased forced expiratory volume in the first second (FEV1) and forced vital capacity (FVC), and 2,5-dichlorophenol (DCP) was associated with reduced FEV1, FVC and peak expiratory flow rate (PEF), and increased prevalence of restrictive lung function (RLF) in adults. Furthermore, weighted quantile sum (WQS) regression and Bayesian kernel machine regression (BKMR) models demonstrated that mixed exposures to phenols and phthalates were linked to reduced FEV1, FVC and PEF and increased prevalence of RLF, and these associations were mainly driven by BPA and 2,5-DCP. In conclusion, mixed exposure to phenols and phthalates was linked to compromised and a restrictive pattern of lung function. The mechanisms of the effects of phenol and phthalate exposures on lung function and respiratory diseases need to be further investigated.
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Affiliation(s)
- Chenchen Wang
- Center for Molecular Metabolism, Nanjing University of Science and Technology, Nanjing, P. R. China
| | - Huaicheng Wang
- Shengli Clinical Medical College, Fujian Medical University, Fuzhou, P. R. China
| | - Jinpeng Cai
- Center for Molecular Metabolism, Nanjing University of Science and Technology, Nanjing, P. R. China
| | - Xi Xu
- Center for Molecular Metabolism, Nanjing University of Science and Technology, Nanjing, P. R. China
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Shin GS, Park Y, Kim JY, Kim CH, An MJ, Lee HM, Jo AR, Kim J, Hwangbo Y, Kim JW. Propylparaben-induced endoplasmic reticulum stress triggers G2/M phase cell cycle arrest and initiates caspase-3-dependent apoptosis in human lung cells. Genes Genomics 2025; 47:223-233. [PMID: 39699851 DOI: 10.1007/s13258-024-01605-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 12/01/2024] [Indexed: 12/20/2024]
Abstract
BACKGROUND Propylparaben (PrP) is commonly used as an antimicrobial agent in food, cosmetics, and pharmaceuticals. While recent studies have shown that PrP exposure can cause various disruptions in cellular physiology, the precise mechanisms behind these effects remain unclear. OBJECTIVE In this study, we sought to examine the cytotoxic effects of PrP exposure on human lung cells in a dose- and time-dependent manner. We utilized flow cytometry to analyze the expression of proteins associated with the cell cycle and apoptosis at the single-cell level. RESULTS Our results showed that PrP treatment leads to a significant upregulation of genes related to ER stress. The activation of ER stress results in a decrease in cyclin B1 levels, which subsequently causes cell cycle arrest at the G2/M phase. After 48 h of PrP exposure, the unfolded protein response (UPR) triggers an apoptotic signaling pathway, increasing the number of cells undergoing caspase-3-mediated apoptosis. Together, these physiological changes lead to a reduction in cell viability in the presence of PrP. CONCLUSION These findings suggest that PrP exerts harmful effects on human lung cells by activating ER stress, which can lead to apoptosis and cell cycle arrest.
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Affiliation(s)
- Geun-Seup Shin
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Yuna Park
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Ji-Young Kim
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Chul-Hong Kim
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Mi-Jin An
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Hyun-Min Lee
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Ah-Ra Jo
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Jinho Kim
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Yujeong Hwangbo
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea
| | - Jung-Woong Kim
- Department of Life Science, Chung-Ang University, Seoul, 06974, Republic of Korea.
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6
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Ma H, Li J, Ma H. Associations of phenols, parabens, and phthalates with biological aging: stratified analyses by chronological age and lifestyle in NHANES 2005-2010. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2025:1-17. [PMID: 39801106 DOI: 10.1080/09603123.2025.2451626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 01/07/2025] [Indexed: 01/31/2025]
Abstract
Humans are widely exposed to phenols, parabens, and phthalates with health risks, while the effects of these chemicals on biological aging remain unclear. Among 3,441 adults in the National Health and Nutrition Examination Survey 2005-2010, phenol, paraben, and phthalate concentrations were measured and phenotypic age acceleration (PhenoAgeAccel) was calculated. Linear regression and weighted quantile sum (WQS) regression were used to evaluate the associations of single and mixed chemicals with PhenoAgeAccel. Stratified analyses by chronological age and lifestyle were also performed. Individual phthalates were positively associated with PhenoAgeAccel. The WQS model found the positive relationship between mixed chemicals with PhenoAgeAccel (β = 0.175, 95%CI: 0.001, 0.349). The adverse impacts of phenols and phthalates on biological aging were stronger in older participants with significant interactions. Adherence to healthier lifestyle might partly reduce the positive relationships of phenols and phthalates with biological aging, especially among older adults, which is expected to be a viable intervention in the future.
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Affiliation(s)
- Han Ma
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, Beijing, P.R.China
| | - Jinyue Li
- Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hanping Ma
- Office of Human Resources, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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7
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Zhang Y, Tian Z, Cheng X, Fang B, Liu Q, Li J, Wang Y, Wang H, Guo X, Chen G, Li H, Sun L, Hu B, Zhang D, Liang C, Sheng J, Tao F, Wang J, Yang L. The Association Between the Non-essential Metal Mixture and Handgrip Strength in Chinese Community-Dwelling Older Adults. Biol Trace Elem Res 2024:10.1007/s12011-024-04389-w. [PMID: 39322923 DOI: 10.1007/s12011-024-04389-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 09/17/2024] [Indexed: 09/27/2024]
Abstract
There is limited research on the effects of non-essential metal (NEM) mixture on handgrip strength in the elderly. This study aimed to assess the associations of single NEMs and their mixture with handgrip strength in Chinese community-dwelling older adults. A total of 3807 elderly people aged 60 years or above were included in this study. Measurement of urinary aluminum (Al), arsenic (As), barium (Ba), cadmium (Cd), and gallium (Ga) concentrations was conducted by inductively coupled plasma mass spectrometry (ICP-MS). Handgrip strength was measured using a hand dynamometer. Four statistical models, including general linear regression and generalized additive models (GAMs), as well as Bayesian kernel machine regression (BKMR) and quantile-based computation regression (QGC) models, were used to assess the individual and joint effects of urine NEMs with handgrip strength, respectively. After adjusting for covariates, Ga (ß = - 0.27; 95% CI, - 0.54 ~ - 0.01) and As ( β = - 0.34; 95% CI, - 0.61 ~ - 0.07) were negatively associated with handgrip strength. The GAMs and BKMR further suggested that the negative associations of Ga and As with handgrip strength were linear and inverted U-shaped, respectively. The BKMR and QGC models showed that the NEM mixture was negatively related to handgrip strength, with Ga and As contributing the most within the mixture. Moreover, we also observed an interaction between As and Ga on handgrip strength. Longitudinal studies are needed to verify these findings.
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Affiliation(s)
- Yan Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Ziwei Tian
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Xuqiu Cheng
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Bohao Fang
- Department of Clinical Medicine, School of the Second Clinical Medicine, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Qiang Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Junzhe Li
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Yuan Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Hongli Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Xianwei Guo
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China
| | - Guimei Chen
- School of Health Services Management, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Huaibiao Li
- Fuyang Center for Diseases Prevention and Control, Fuyang, 236069, Anhui, China
| | - Liang Sun
- Fuyang Center for Diseases Prevention and Control, Fuyang, 236069, Anhui, China
| | - Bing Hu
- Fuyang Center for Diseases Prevention and Control, Fuyang, 236069, Anhui, China
| | - Dongmei Zhang
- School of Health Services Management, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Chunmei Liang
- Department of Hygiene Inspection and Quarantine, School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Jie Sheng
- Scientific Research Center in Preventive Medicine, School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Fangbiao Tao
- Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei, 230032, Anhui, China
| | - Jun Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Linsheng Yang
- Department of Epidemiology and Health Statistics, School of Public Health, Center for Big Data, Population Health of IHM, Anhui Medical University, Meishan Road 81, Hefei, 230032, Anhui, China.
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8
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Hu CY, Alcala CS, Lamadrid-Figueroa H, Tamayo-Ortiz M, Mercado-Garcia A, Rivera Rivera N, Just AC, Gennings C, Téllez-Rojo MM, Wright RO, Wright RJ, Carroll KN, Rosa MJ. Associations of prenatal exposure to phthalates and their mixture with lung function in Mexican children. JOURNAL OF HAZARDOUS MATERIALS 2024; 475:134863. [PMID: 38885590 PMCID: PMC11250751 DOI: 10.1016/j.jhazmat.2024.134863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 05/28/2024] [Accepted: 06/07/2024] [Indexed: 06/20/2024]
Abstract
Early life phthalates exposure has been associated with adverse respiratory outcomes. However, evidence linking prenatal phthalates exposure and childhood lung function has been inconclusive. Additionally, few studies have examined phthalates exposure as a mixture and explored sexually dimorphic associations. We aimed to investigate sex-specific associations of prenatal phthalates mixtures with childhood lung function using the PROGRESS cohort in Mexico (N = 476). Prenatal phthalate concentrations were measured in maternal urine collected during the 2nd and 3rd trimesters. Children's lung function was evaluated at ages 8-13 years. Individual associations were assessed using multivariable linear regression, and mixture associations were modeled using repeated holdout WQS regression and hierarchical BKMR; data was stratified by sex to explore sex-specific associations. We identified significant interactions between 2nd trimester phthalates mixture and sex on FEV1 and FVC z-scores. Higher 2nd trimester phthalate concentrations were associated with higher FEV1 (β = 0.054, 95 %CI: 0.005, 0.104) and FVC z-scores (β = 0.074, 95 % CI: 0.024, 0.124) in females and with lower measures in males (FEV1, β = -0.017, 95 %CI: -0.066, 0.026; FVC, β = -0.014, 95 %CI: -0.065, 0.030). This study indicates that prenatal exposure to phthalates is related to childhood lung function in a sex-specific manner.
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Affiliation(s)
- Cheng-Yang Hu
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Cecilia S Alcala
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA
| | - Hector Lamadrid-Figueroa
- Department of Perinatal Health, Center for Population Health Research, National Institute of Public Health (INSP), Av. Universidad #655 Col. Santa Maria Ahuacatitlan C.P. 62100, Cuernavaca, Morelos, Mexico
| | - Marcela Tamayo-Ortiz
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY 10032, USA
| | - Adriana Mercado-Garcia
- Center for Nutrition and Health Research, National Institute of Public Health, Av. Universidad #655 Col. Santa Maria Ahuacatitlan C.P. 62100, Cuernavaca, Morelos, Mexico
| | - Nadya Rivera Rivera
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA
| | - Allan C Just
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA; Department of Epidemiology, Brown University School of Public Health, 121 S Main St, Providence, RI 02903, USA
| | - Chris Gennings
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA
| | - Martha María Téllez-Rojo
- Center for Nutrition and Health Research, National Institute of Public Health, Av. Universidad #655 Col. Santa Maria Ahuacatitlan C.P. 62100, Cuernavaca, Morelos, Mexico
| | - Robert O Wright
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA; Department of Public Health, Icahn School of Medicine at Mount Sinai, 1184 Fifth Avenue, New York, NY 10029, USA; Institute for Climate Change, Environmental Health, and Exposomics, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA
| | - Rosalind J Wright
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA; Department of Public Health, Icahn School of Medicine at Mount Sinai, 1184 Fifth Avenue, New York, NY 10029, USA; Institute for Climate Change, Environmental Health, and Exposomics, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA
| | - Kecia N Carroll
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA; Department of Public Health, Icahn School of Medicine at Mount Sinai, 1184 Fifth Avenue, New York, NY 10029, USA
| | - Maria José Rosa
- Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA.
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9
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Huang Q, Peng Z, Li S, Nan W, He B. Association between carotenoids and the prevalence of chronic obstructive pulmonary disease in the United States. Heart Lung 2024; 65:93-100. [PMID: 38457968 DOI: 10.1016/j.hrtlng.2024.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 02/07/2024] [Accepted: 02/27/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND Previous studies mainly concentrated on examining the correlation between single carotenoids and Chronic obstructive pulmonary disease (COPD). However, these findings have been inconsistent. OBJECTIVES This study aimed to evaluate both the individual and overall associations of carotenoids with the prevalence of COPD. METHODS This study comprised 2,939 participants chosen from the National Health and Nutrition Examination Survey (NHANES) 2017-2018. The logistic regression, quantile-based G-computation regression (qgcomp), and Bayesian kernel machine regression (BKMR) models were employed to explore the association between carotenoids and the prevalence of COPD. Mediation analyses were also conducted to explore the underlying mechanism of carotenoids on COPD. RESULTS Individuals diagnosed with COPD had significantly lower serum carotenoid concentrations than those without COPD. We found a negative relationship between combined carotenoids and the prevalence of COPD, and lutein and zeaxanthin and alpha cryptoxanthin were identified as the main contributors to this negative association. Moreover, eosinophil acted as a mediator in the relationship between lutein and zeaxanthin, alpha cryptoxanthin, and the prevalence of COPD, with mediating proportions of 2.75 % and 3.67 %. CONCLUSION A negative association was observed between combined carotenoids and COPD prevalence, with lutein and zeaxanthin, and alpha cryptoxanthin identified as the main contributors. Eosinophils could potentially mediate the association between carotenoids and COPD.
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Affiliation(s)
- Qiong Huang
- Department of Geriatric Respiratory and Critical Care Medicine, Xiangya Hospital, Central South University, Changsha 410008, China; Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha 410008, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Zhenyu Peng
- Department of Emergency Medicine, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Siqi Li
- Department of Geriatric Respiratory and Critical Care Medicine, Xiangya Hospital, Central South University, Changsha 410008, China; Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha 410008, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Wenbin Nan
- Department of Emergency Medicine, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Baimei He
- Department of Geriatric Respiratory and Critical Care Medicine, Xiangya Hospital, Central South University, Changsha 410008, China; Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha 410008, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China.
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10
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Boissiere-O'Neill T, Lee WR, Blake TL, Sly PD, Vilcins D. Exposure to endocrine-disrupting plasticisers and lung function in children and adolescents: A systematic review and meta-analysis. ENVIRONMENTAL RESEARCH 2024; 243:117751. [PMID: 38061586 DOI: 10.1016/j.envres.2023.117751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/21/2023] [Accepted: 11/20/2023] [Indexed: 02/06/2024]
Abstract
Exposure to endocrine-disrupting plasticisers (EDPs), such as phthalates and bisphenols, has been associated with reduced lung function in children and adolescents. However, the existing literature yields conflicting results. This systematic review and meta-analysis aimed to assess the epidemiologic evidence investigating the association between EDP exposure and lung function in children and adolescents. A comprehensive search of five databases identified 25 relevant studies. We employed a random-effects meta-analysis on spirometry measures. The effect size of interest was the change in lung function in standard deviation (SD) units resulting from a two-fold increase in exposure levels. We found that certain phthalates marginally reduced lung function in children. Forced expiratory volume in 1 s (FEV1) was reduced by a two-fold increase in mono-benzyl phthalate (MBzP) (β = -0.025 SD, 95%CI: 0.042, -0.008), mono-ethyl-oxo-hexyl phthalate (MEOHP) (β = -0.035 SD, 95%CI: 0.057, -0.014) and mono-carboxy-nonyl phthalate (MCNP) (β = -0.024 SD, 95%CI: 0.05, -0.003). Forced vital capacity (FVC) was decreased by a two-fold increase in MBzP (β = -0.022 SD, 95%CI: 0.036, -0.008) and MEOHP (β = -0.035 SD, 95%CI: 0.057, -0.014) levels. A two-fold increase in MCNP levels was associated with lower FEV1/FVC (β = -0.023 SD, 95%CI: 0.045, -0.001). Furthermore, a two-fold increase in MEOHP levels reduced forced mid-expiratory flow (FEF25-75) (β = -0.030 SD, 95%CI: 0.055, -0.005) and peak expiratory flow (PEF) (β = -0.056 SD, 95%CI: 0.098, -0.014). Notably, associations were more pronounced in males. Given the potential for reverse causation bias, the association between childhood exposure to EDPs and lung function remains uncertain. Overall, our meta-analysis showed small reductions in lung function with higher phthalate exposure. However, future studies are warranted in younger age groups.
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Affiliation(s)
- Thomas Boissiere-O'Neill
- Child Health Research Centre, The University of Queensland, Centre for Children's Health Research, South Brisbane, Australia; Faculty of Medicine, The University of Queensland, Brisbane, Australia.
| | - Wen R Lee
- Child Health Research Centre, The University of Queensland, Centre for Children's Health Research, South Brisbane, Australia
| | - Tamara L Blake
- Child Health Research Centre, The University of Queensland, Centre for Children's Health Research, South Brisbane, Australia
| | - Peter D Sly
- Child Health Research Centre, The University of Queensland, Centre for Children's Health Research, South Brisbane, Australia
| | - Dwan Vilcins
- Child Health Research Centre, The University of Queensland, Centre for Children's Health Research, South Brisbane, Australia
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11
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Han L, Wang Q. Association between brominated flame retardants exposure and markers of oxidative stress in US adults: An analysis based on the National Health and Nutrition Examination Survey 2007-2016. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 263:115253. [PMID: 37478566 DOI: 10.1016/j.ecoenv.2023.115253] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 07/01/2023] [Accepted: 07/11/2023] [Indexed: 07/23/2023]
Abstract
We aimed to investigate the relationship between oxidative stress indicators and brominated flame retardant (BFR) levels in US adults. Using data from the NHANES (National Health and Nutrition Examination Survey) from 2007 to 2016, 8028 participants aged 18 and over were enrolled in this study. PBDE28, PBDE47, PBDE85, PBDE99, PBDE100, PBDE153, PBDE154, PBDE209, and PBB153, with over 75 % detection rates, were extracted in this study. Survey-weighted linear regression model, weighted quantile sum (WQS) model, and quantile-based g calculation (QGC) model were used to assess the correlation between serum BFRs levels and oxidative stress indicators (serum bilirubin and gamma-glutamyl transferase [GGT]). Besides, the nonlinear association was explored using restricted cubic splines (RCS). Each of the BFRs was confirmed by the survey-weighted linear regression model to be positively associated with GGT after controlling for variables, and BFRs except for PBDE153 were positively associated with serum bilirubin. Except for PBDE153, serum bilirubin in the highest quartile of BFRs was significantly higher than in the lowest high quartile. Additionally, except for PBDE85, serum GGT in the highest quartile of BFRs was higher than in the lowest high quartile. A significant nonlinear association between all BFRs with bilirubin and the PBDE153, PBDE209, and PBB153 with GGT was identified by RCS analysis. By WQS analysis, combined BFR exposure was associated with serum GGT (β: 0.093; 95 % CI = 0.066-0.121; P < 0.0001) and bilirubin (β: 0.090; 95 % CI = 0.068-0.113; P < 0.0001). QGC analysis found a similar correlation between BFR mixtures with serum GGT (β: 0.098; 95 % CI = 0.075-0.120; P < 0.0001) and bilirubin (β: 0.073; 95 % CI = 0.048-0.097; P < 0.0001). Exposure to BFRs is positively associated with markers of oxidative stress (serum bilirubin and GGT) in US adults, which needs further exploration by a large-scale cohort study.
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Affiliation(s)
- Lu Han
- Department of Obstetrics and Gynecology, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an 710061, China
| | - Qi Wang
- Department of Obstetrics and Gynecology, First Affiliated Hospital, Xi'an Jiaotong University, Xi'an 710061, China.
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