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Rahman ML, Portengen L, Blechter B, Breeze CE, Wong JY, Hu W, Downward GS, Zhang Y, Cardenas A, Ning B, Li J, Yang K, Hosgood HD, Silverman DT, Rothman N, Huang Y, Vermeulen R, Lan Q. Epigenome-wide association study of household air pollution exposure in an area with high lung cancer incidence. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.04.03.25325041. [PMID: 40236422 PMCID: PMC11998846 DOI: 10.1101/2025.04.03.25325041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
Background Lung cancer incidence among never-smoking women in Xuanwei, China, ranks among the highest worldwide and is largely attributed to household air pollution (HAP) from smoky (bituminous) coal combustion, with early-life exposures possibly playing a critical role. We conducted an epigenome-wide DNA methylation (DNAm) analysis across multiple exposure windows to elucidate molecular mechanisms. Methods Leukocyte DNAm was measured in 106 never-smoking women (23 with repeated measurements). Fuel use was obtained through questionnaires, and extensive personal and environmental monitoring was conducted. Validated exposure models estimated 43 HAP constituents, primarily polycyclic aromatic hydrocarbons (PAHs), across childhood, current, and cumulative exposure windows. Hierarchical clustering derived exposure clusters. We used generalized estimating equations to identify CpG sites associated with HAP exposure and PAH clusters, including 5-methylchrysene, a methylated PAH previously linked to lung cancer. Results We identified several differentially methylated CpG sites, predominantly hypomethylated with HAP exposure. Although some DNAm signatures overlapping with smoking (cg05575921; AHRR) were observed, most changes were distinct. A life-course assessment indicated persistent epigenetic variations across childhood and cumulative exposures, suggesting that early-life exposures may have lasting effects at certain sites (SLC43A2). Within the PAH clusters, 5-methylchrysene appears to be a significant contributor to DNAm variations. Top CpG sites were linked to immune regulation, cell growth and proliferation, and molecular mechanisms of cancer, including lung cancer. Conclusions Our findings provide novel insights into HAP-induced DNAm changes and their potential health effects. Future studies with larger sample sizes, and diverse coal use settings are needed to validate and extend these findings.
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Affiliation(s)
- Mohammad L Rahman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Lützen Portengen
- Institute for Risk Assessment Sciences, Division of Environmental Epidemiology, Utrecht University, Utrecht, Netherlands
| | - Batel Blechter
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Charles E. Breeze
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Jason Y.Y. Wong
- Laboratory of Genomic Instability and Cardiopulmonary Outcomes, National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Wei Hu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - George S. Downward
- Institute for Risk Assessment Sciences, Division of Environmental Epidemiology, Utrecht University, Utrecht, Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
| | - Yongliang Zhang
- Institute for Risk Assessment Sciences, Division of Environmental Epidemiology, Utrecht University, Utrecht, Netherlands
| | - Andres Cardenas
- Department of Epidemiology and Population Health, Stanford University, Palo Alto, California, USA
| | - Bou Ning
- Xuanwei Center of Diseases Control, Xuanwei, Yunnan, China
| | - Jihua Li
- Qujing Center for Diseases Control and Prevention, Qujing, Yunnan, China
| | - Kaiyun Yang
- Department of Cardiothoracic Surgery, Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital), Kunming, Yunnan, China
| | - H. Dean Hosgood
- Division of Epidemiology, Albert Einstein College of Medicine, New York, New York, USA
| | - Debra T. Silverman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
| | - Yunchao Huang
- Department of Cardiothoracic Surgery, Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital), Kunming, Yunnan, China
| | - Roel Vermeulen
- Institute for Risk Assessment Sciences, Division of Environmental Epidemiology, Utrecht University, Utrecht, Netherlands
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA
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Zhang Y, Meliefste K, Hu W, Portengen L, Rothman N, Reiss B, Li J, Xu J, Ning B, Liu D, Cassee FR, Wong JYY, Vermeulen R, Lan Q, Downward GS. Expanded PAH analysis of household air pollution in a rural region of China with high lung cancer incidence. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 361:124717. [PMID: 39147225 DOI: 10.1016/j.envpol.2024.124717] [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: 05/09/2024] [Revised: 08/08/2024] [Accepted: 08/10/2024] [Indexed: 08/17/2024]
Abstract
The domestic combustion of locally sourced smoky (bituminous) coal in Xuanwei and Fuyuan counties, China, is responsible for some of the highest lung cancer rates in the world. Recent research has pointed to methylated PAHs (mPAHs), particularly 5-methylchrysene (5MC), within coal combustion products as a driving factor. Here we describe measurements of mPAHs in Xuanwei and Fuyuan derived from controlled burnings (i.e., water boiling tests, WBT, n = 27) representing exposures during stove use, and an exposure assessment (EA) study (n = 116) representing 24 h weighted exposures. Using smoky coal has led to significantly higher concentrations of known and likely human carcinogens than using smokeless coal, including 5MC (3.7 ng/m3 vs. 1.0 ng/m3 for EA samples and 100.8 ng/m3 vs. 2.2 ng/m3 for WBT samples), benzo[a]pyrene (38.0 ng/m3 vs. 7.9 ng/m3 for EA samples and 455.3 ng/m3 vs. 12.0 ng/m3 for WBT samples) and 7,12-dimethylbenz[a]anthracene (1.9 ng/m3 vs. 0.2 ng/m3 for EA samples and 47.7 ng/m3 vs. 0.6 ng/m3 for WBT samples). Mixed effect models for both EA samples and WBT samples revealed clear variation in mPAHs concentrations depending on smoky coal source while stove ventilation was consistently found to reduce measured concentrations (by up to nine fold and 65 fold for EA and WBT samples respectively when using smoky coal). Fuel type had a larger influence on mPAHs concentrations than stove type. These findings indicate that users of smoky coal experience exposure to many PAHs, including known and suspected human carcinogens (especially during cooking activities), many of which are not routinely tested for. Collectively, this provides insights into the potential etiologies of lung cancer in the region and further highlights the importance of targeting clean fuel transitions and stove refinements as the final goal for reducing household air pollution and its associated health risks.
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Affiliation(s)
- Yongliang Zhang
- Institute for Risk Assessment Sciences, Utrecht University, the Netherlands.
| | - Kees Meliefste
- Institute for Risk Assessment Sciences, Utrecht University, the Netherlands
| | - Wei Hu
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Lützen Portengen
- Institute for Risk Assessment Sciences, Utrecht University, the Netherlands
| | - Nathaniel Rothman
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Boris Reiss
- Center for Economics and Corporate Sustainability, Faculty of Economics and Business, KU Leuven, Brussels, Belgium
| | - Jihua Li
- Xuanwei Center of Disease Control, No.6, Longbao Rd, Xuanwei, Qujing, Yunnan, 655400, China
| | - Jun Xu
- Department of Community Medicine, School of Public Health, The University of Hongkong, Hongkong, China
| | - Baofu Ning
- Xuanwei Center of Disease Control, No.6, Longbao Rd, Xuanwei, Qujing, Yunnan, 655400, China
| | - Dingyu Liu
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Flemming R Cassee
- Institute for Risk Assessment Sciences, Utrecht University, the Netherlands; National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Jason Y Y Wong
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Roel Vermeulen
- Institute for Risk Assessment Sciences, Utrecht University, the Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Qing Lan
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - George S Downward
- Institute for Risk Assessment Sciences, Utrecht University, the Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
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Zhou X, Zhao X, Dong H, Gao Y. Chrysene contribution to bronchial asthma: Activation of TRPA1 disrupts bronchial epithelial barrier via ERK pathway. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 286:117095. [PMID: 39395376 DOI: 10.1016/j.ecoenv.2024.117095] [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: 12/27/2023] [Revised: 09/19/2024] [Accepted: 09/20/2024] [Indexed: 10/14/2024]
Abstract
BACKGROUND Elevated polycyclic aromatic hydrocarbon (PAH) levels are associated with exacerbation of asthma. Chrysene is one of the most prevalent unsubstituted PAHs in the environment. Transient receptor potential ankyrin 1 (TRPA1) can be used as a chemoreceptor to detect inhaled stimuli and plays an important role in the occurrence and deterioration of asthma. Whether exposure to a high concentration of chrysene in the environment can activate TRPA1 and contribute to the development of asthma, potentially through the dysfunction of the bronchial epithelial barrier, remains unclear. METHODS A cell-based assay was performed to verify the downregulation of the expression of E-cadherin and tight junction (TJ) proteins by chrysene in bronchial epithelial cells to explore the role of chrysene-mediated TRPA1 activation in the regulation of TJ protein expression through the extracellular signal-regulated protein kinase (ERK) pathway. Animal tests were conducted to determine whether chrysene could enhance airway hyperresponsiveness (AHR) induced by house dust mites (HDMs) and disrupt barrier function, thereby contributing to asthma. RESULTS The cell-based assay revealed that chrysene could disrupt the function of the bronchial epithelial barrier and decrease the expression levels of E-cadherin, zonula occludens-1 (ZO-1), occludin, and claudin-5 through the ERK pathway. Chrysene induced airway epithelial barrier dysfunction primarily through TRPA1 instead of transient receptor potential vanilloid 1. TRPA1 knockdown was able to attenuate chrysene-induced downregulation of TJ protein expression and downregulate ERK activation (p-ERK). Compared with exposure to HDM alone, coexposure to chrysene and HDM resulted in an increased incidence of AHR, disruption of barrier function, and eosinophilic inflammatory responses in a mouse model of asthma. Coexposure to chrysene and HDM increased TRPA1 expression. The animal test verified that the TRPA1 inhibitor HC030031 could suppress chrysene and HDM-induced asthma in mice. CONCLUSIONS Our findings showed that chrysene contributed to the breakdown of the function of the bronchial epithelial barrier through the TRPA1-ERK axis and therefore acted as an adjuvant to contribute to asthma.
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Affiliation(s)
- Xinjia Zhou
- Department of Otolaryngology-Head and Neck Surgery, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Xiaoyu Zhao
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Han Dong
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China
| | - Yuan Gao
- Department of Pulmonary and Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning 110004, China.
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Cai A, Remy S, Lenters V, Cox B, Schoeters G, Covaci A, Vermeulen R, Portengen L. Exposure to a Mixture of Endocrine-Disrupting Chemicals and Metabolic Outcomes in Belgian Adolescents. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:19871-19880. [PMID: 37944124 PMCID: PMC10702523 DOI: 10.1021/acs.est.3c07607] [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: 09/14/2023] [Revised: 10/24/2023] [Accepted: 10/24/2023] [Indexed: 11/12/2023]
Abstract
Childhood exposure to endocrine-disrupting chemicals (EDCs), either alone or in mixtures, may affect metabolic outcomes, yet existing evidence remains inconclusive. In our study of 372 adolescents from the Flemish Environment and Health Study (FLEHS IV, 2017-2018), we measured 40 known and suspected EDCs and assessed metabolic outcomes, including body mass index z-score (zBMI), abdominal obesity (AO), total cholesterol (TC), and triglycerides (TG). We applied Bayesian kernel machine regression (BKMR) and Bayesian penalized horseshoe regression for variable selection and then built multivariate generalized propensity score (mvGPS) models to provide an overview of the effects of selected EDCs on metabolic outcomes. As a result, BKMR and horseshoe together identified five EDCs associated with zBMI, three with AO, three with TC, and five with TG. Through mvGPS analysis, monoiso-butyl phthalate (MIBP), polychlorinated biphenyl (PCB-170), and hexachlorobenzene (HCB) each showed an inverse association with zBMI, as did PCB-170 with AO. Copper (Cu) was associated with higher TC and TG, except in boys where it was linked to lower TG. Additionally, monoethyl phthalate (MEP) and monobenzyl phthalate (MBzP) were associated with higher TG. To conclude, our findings support the association between certain chemicals (Cu, MEP, and MBzP) and elevated lipid levels, aligning with prior studies. Further investigation is needed for sex-specific effects.
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Affiliation(s)
- Anran Cai
- Institute
for Risk Assessment Sciences, Department of Population Health Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands
- VITO
Health, Flemish Institute for Technological
Research (VITO), Mol 2400, Belgium
| | - Sylvie Remy
- VITO
Health, Flemish Institute for Technological
Research (VITO), Mol 2400, Belgium
| | - Virissa Lenters
- Institute
for Risk Assessment Sciences, Department of Population Health Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands
- Amsterdam
Institute for Life and Environment, Department of Environment and
Health, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, The Netherlands
| | - Bianca Cox
- VITO
Health, Flemish Institute for Technological
Research (VITO), Mol 2400, Belgium
| | - Greet Schoeters
- Department
of Biomedical Sciences, University of Antwerp, Antwerp 2000, Belgium
| | - Adrian Covaci
- Toxicological
Centre, University of Antwerp, Wilrijk 2610, Belgium
| | - Roel Vermeulen
- Institute
for Risk Assessment Sciences, Department of Population Health Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands
- Julius Center
for Health Sciences and Primary Care, University
Medical Center Utrecht, Utrecht 3584 CG, The Netherlands
| | - Lützen Portengen
- Institute
for Risk Assessment Sciences, Department of Population Health Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands
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Hoang AQ, Takahashi S, Tuyen LH, Tue NM, Tu NM, Nguyen TTT, Tu MB. Polycyclic Aromatic Hydrocarbons in Air and Dust Samples from Vietnamese End-of-life Vehicle Processing Workshops: Contamination Status, Sources, and Exposure Risks. BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2023; 110:110. [PMID: 37306801 DOI: 10.1007/s00128-023-03757-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 06/01/2023] [Indexed: 06/13/2023]
Abstract
Concentrations of 18 unsubstituted polycyclic aromatic hydrocarbons (PAHs) and 11 methylated derivatives (Me-PAHs) were measured in polyurethane foam-based passive air (PUF-PAS) and settled dust samples collected from end-of-life vehicle (ELV) processing workshops in northern Vietnam. Concentrations of total 29 PAHs ranged from 42 to 95 (median 57) ng/m3 and from 860 to 18,000 (median 5700) ng/g in air and dust samples, respectively. PAH levels in ELV air and dust samples were 1.5 ± 0.4 and 9.4 ± 7.9 times higher than levels found in a control house, suggesting ELV processing as potential PAH emission sources. Concentrations and proportions of Me-PAHs in total PAHs of the ELV air (26% ± 7%) and dust (41% ± 14%) were higher than those found in control house (18% in both air and dust). The occurrence of PAHs and Me-PAHs in the ELV workshops are attributed to not only pyrogenic but also petrogenic sources (i.e., improper treatment and management of fuels, lubricants, and vehicle oils).
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Affiliation(s)
- Anh Quoc Hoang
- University of Science, Vietnam National University, Hanoi, 334 Nguyen Trai, Hanoi, 10000, Vietnam.
| | - Shin Takahashi
- Graduate School of Agriculture, Ehime University, 3-5-7 Tarumi, Matsuyama, 790-8566, Japan
| | - Le Huu Tuyen
- University of Science, Vietnam National University, Hanoi, 334 Nguyen Trai, Hanoi, 10000, Vietnam
| | - Nguyen Minh Tue
- University of Science, Vietnam National University, Hanoi, 334 Nguyen Trai, Hanoi, 10000, Vietnam
- Center for Marine Environmental Studies (CMES), Ehime University, 2-5 Bunkyo-cho, Matsuyama, Ehime, 790-8577, Japan
| | - Nhat Minh Tu
- University of Science and Technology of Hanoi (USTH), 18 Hoang Quoc Viet, Hanoi, 10000, Vietnam
| | - Thuy Thi Thu Nguyen
- Faculty of Chemistry, TNU University of Science, Thai Nguyen University, Thai Nguyen, 24000, Vietnam
| | - Minh Binh Tu
- University of Science, Vietnam National University, Hanoi, 334 Nguyen Trai, Hanoi, 10000, Vietnam
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