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Zheng P, Zhang Y, Shi J, Su Z, Hu G, Bai Y, Chen Z, Jia G. Platelet and IL-33 count as biomarkers for lung function impairment: An 11-year follow-up study on populations exposed to hexavalent chromium. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2025; 114:104660. [PMID: 39978742 DOI: 10.1016/j.etap.2025.104660] [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: 11/26/2024] [Revised: 02/16/2025] [Accepted: 02/17/2025] [Indexed: 02/22/2025]
Abstract
Recent research has highlighted the crucial role of immune regulation in lung function impairment due to exposure to hazardous materials. This study aimed to identify dynamic network biomarkers for lung function damage caused by hexavalent chromium inhalation exposure, using immune-related indicators in blood. An 11-year follow-up longitudinal study was conducted on a population occupationally exposed to hexavalent chromate (Cr [VI]) from 2010 to 2020, consisting of sixty-one subjects with 328 repeat measurements. Quantitative analysis of immune-related indicators, including white blood cells, cytokines, and platelet count, was performed. The concentration of urinary Cr served as an indicator of internal exposure, confirming its association with lung function impairment. Dynamic network analysis revealed that platelet count was connected to neutrophils, IL-8, IL-6, and IL-33 when the exposure time was equal to or longer than 9.2 years (the median exposure time). Notably, the association between platelet count and IL-33 was specific to long-term (≥ 9.2 years) exposure. The areas under the receiver operating characteristic (ROC) curves (AUCs) for platelet count combined with IL-33 to predict lung function impairment in the long-term and short-term Cr [VI]-exposed populations were 80.5 % and 55.4 %, respectively. These findings provide evidence that the combination of platelets and IL-33 holds significant promise as biomarkers for predicting lung function impairment. Moreover, they shed light on the potential mechanism involving immune and hematopoiesis functions in the context of environmental hazardous exposure.
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Affiliation(s)
- Pai Zheng
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Yi Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Jiaqi Shi
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Zekang Su
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Guiping Hu
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; School of Engineering Medicine and Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing 100191, China
| | - Yi Bai
- Department of Epidemiology and Biostatistics,School of Public Health, Peking University, Beijing 100191, China
| | - Zhangjian Chen
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China.
| | - Guang Jia
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China.
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Duan Z, Zhang Q, Dai Y, Ding J, Cao C, Hou Q, Yang Z, Sun P, Zhang J, Zhou Z. Associations between urinary multiple metal concentrations and mitochondrial DNA copy number among occupational workers. Int Arch Occup Environ Health 2025; 98:223-232. [PMID: 39960502 DOI: 10.1007/s00420-025-02124-z] [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: 08/21/2024] [Accepted: 01/21/2025] [Indexed: 03/26/2025]
Abstract
BACKGROUND Mitochondrial DNA copy number (mtDNAcn) is an effective biomarker to evaluate the effects of cationic metals on mtDNA integrity and function. In this study, we explored the relationships between individual and combined urinary metal concentrations and mtDNAcn among workers. METHODS Blood mtDNAcn and urinary metal concentrations were quantified in a cohort of 328 participants. Restricted cubic spline (RCS) models were applied to explore potential non-linear association, while generalized linear models (GLMs) were utilized to assess the associations between urinary metal levels and blood mtDNAcn. We further explored the combined effects of multiple metals on mtDNAcn through quantile g-computation (GQC) and Bayesian kernel machine regression (BKMR). RESULTS The dose-response relationship between nickel (Ni) and mtDNAcn exhibited an inverted U-shaped pattern. Notably, GLMs revealed significant reductions in mtDNAcn associated with Ni and silver (Ag) in the second quartile. An overall inverse association between urinary metal mixture and mtDNAcn was observed in the BKMR model when urine dilutions were SG-adjusted. Cre-adjusted lead (Pb) was identified as the primary contributor to decreased mtDNAcn, while SG-adjusted lithium (Li) was indicated as the most substantial contribution to mtDNAcn. CONCLUSIONS Urinary metal concentrations were associated with decreased mtDNAcn following SG adjustment. Future research should investigate these associations in a larger population with improved calibration techniques.
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Affiliation(s)
- Zhiping Duan
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
- Shanghai Institute of Occupational Disease for Chemical Industry, No. 369 Chengdu North Road, Jing 'an District, Shanghai, 200041, China
| | - Qinyu Zhang
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
| | - Yiming Dai
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
| | - Jiayun Ding
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
| | - Changhao Cao
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
| | - Qiang Hou
- Shanghai Institute of Occupational Disease for Chemical Industry, No. 369 Chengdu North Road, Jing 'an District, Shanghai, 200041, China
| | - Ziqian Yang
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
| | - Pin Sun
- School of Public Health, Fudanuniversity, Shanghai, No.130 Dong'an Road, Shanghai, 200032, China
| | - Jiming Zhang
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China
| | - Zhijun Zhou
- School of Public Health/ Key Laboratory of Public Health Safety of Ministry of Education/ Key Lab of Health Technology Assessment, National Health Commission of the People'S Republic of China, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China.
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3
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Song Z, Xu Y, Zhang M, Zhu W, Yang X, Hao D, Li Q. Efficient removal of Cr (VI) by Bifunction zinc porphyrin COF: Coupling adsorption with Photocatalysis, performance Evaluation, and mechanism analysis. J Colloid Interface Sci 2025; 677:346-358. [PMID: 39096703 DOI: 10.1016/j.jcis.2024.07.140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/13/2024] [Accepted: 07/17/2024] [Indexed: 08/05/2024]
Abstract
HYPOTHESIS Hexavalent chromium, recognized as one of the most toxic heavy metals, demands the development of advanced materials capable of both adsorption and photocatalysis for effective Cr (VI) removal. EXPERIMENTS This study successfully synthesized a two-dimensional zinc porphyrin covalent organic framework (ZnPor-COF) via a solvent-based method. Performance evaluations have demonstrated that the ZnPor-COF possesses outstanding capabilities for the adsorptive and/or photocatalytic elimination of Cr (VI). Particularly noteworthy is the observation that when adsorption and photocatalysis are coupled, the ZnPor-COF attains an exceptional 99.7 % removal rate for a Cr (VI) concentration of 30 mg/L within just 60 min, with minimal susceptibility to coexisting ions. After five consecutive cycles, the material sustains a removal efficiency of 90 %, indicative of its robust cyclability. FINDINGS Theoretical calculations, as well as experimental validations, have indicated that the integration of Zn ions into the porphyrin COF not only results in an expanded specific surface area and an increased count of adsorption sites but also significantly improves the COF's photosensitivity and the capability for charge carrier separation. Furthermore, the core of the synergistic effect between adsorption and photocatalysis lies in the ability of photocatalysis to substantially augment the adsorption process.
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Affiliation(s)
- Zhenyang Song
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China
| | - Yuting Xu
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China
| | - Mengyuan Zhang
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China
| | - Wei Zhu
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China.
| | - Xudong Yang
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China
| | - Di Hao
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China
| | - Qing Li
- College of Environmental and Chemical Engineering, Xi'an Polytechnic University, Xi'an, 710048, China.
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Lin S, He J, Zhou Y, Bao Y, Feng X, Cheng H, Cai H, Hu S, Wang L, Zheng Y, Zhang M, Fan Q, Wen S, Lin Y, Liu C, Chen X, Wang F, Ge X, Yang X. Cross-sectional and Longitudinal Associations Between Metal Mixtures and Serum C3, C4: Result from the Manganese‑exposed Workers Healthy Cohort. Biol Trace Elem Res 2025; 203:18-29. [PMID: 38492120 DOI: 10.1007/s12011-024-04143-2] [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: 12/19/2023] [Accepted: 03/04/2024] [Indexed: 03/18/2024]
Abstract
Exposure to metal mixtures compromises the immune system, with the complement system connecting innate and adaptive immunity. Herein, we sought to explore the relationships between blood cell metal mixtures and the third and fourth components of serum complement (C3, C4). A total of 538 participants were recruited in November 2017, and 289 participants were followed up in November 2021. We conducted a cross-sectional analysis at baseline and a longitudinal analysis over 4 years. Least Absolute Shrinkage and Selection Operator (LASSO) was employed to identify the primary metals related to serum C3, C4; generalized linear model (GLM) was further used to evaluate the cross-sectional associations of the selected metals and serum C3, C4. Furthermore, participants were categorized into three groups according to the percentage change in metal concentrations over 4 years. GLM was performed to assess the associations between changes in metal concentrations and changes in serum C3, C4 levels. At baseline, each 1-unit increase in log10-transformed in magnesium, manganese, copper, rubidium, and lead was significantly associated with a change in serum C3 of 0.226 (95% CI: 0.146, 0.307), 0.055 (95% CI: 0.022, 0.088), 0.113 (95% CI: 0.019, 0.206), - 0.173 (95% CI: - 0.262, - 0.083), and - 0.020 (95% CI: - 0.039, - 0.001), respectively. Longitudinally, decreased copper concentrations were negatively associated with an increment in serum C3 levels, while decreased lead concentrations were positively associated with an increment in serum C3 levels. However, no metal was found to be primarily associated with serum C4 in LASSO, so we did not further explore the relationship between them. Our research indicates that copper and lead may affect complement system homeostasis by influencing serum C3 levels. Further investigation is necessary to elucidate the underlying mechanisms.
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Affiliation(s)
- Sencai Lin
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Junxiu He
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Yinghua Zhou
- School of Medicine, Guangxi University of Science and Technology, Liuzhou, 545006, China
| | - Yu Bao
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Xiuming Feng
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Hong Cheng
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Haiqing Cai
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Sihan Hu
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Lin Wang
- School of Science, Guangxi University of Science and Technology, Liuzhou, 545006, Guangxi, China
| | - Yuan Zheng
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Mengdi Zhang
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Qinghua Fan
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Shifeng Wen
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Yuanxin Lin
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Chaoqun Liu
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Xing Chen
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Fei Wang
- School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Xiaoting Ge
- School of Medicine, Guangxi University of Science and Technology, Liuzhou, 545006, China.
| | - Xiaobo Yang
- School of Public Health, Guangxi Medical University, Nanning, 530021, China.
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Hong S, Su Z, Zhang Y, Hu G, Zhang Q, Ji Z, Wang L, Yu S, Zhu X, Yuan F, Jia G. Exosomal miRNAs as Participators of Hexavalent Chromium-Induced Genotoxicity and Immunotoxicity: A Two-Stage Population Study. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024. [PMID: 39565106 DOI: 10.1021/acs.est.4c06411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2024]
Abstract
Genotoxic and immunosuppressive characteristics are central to the carcinogenic profile of hexavalent chromium [Cr(VI)], with dysregulation of circulating exosomal miRNA potentially acting as oncogenes or tumor suppressors or participating in the carcinogenic landscape of heavy metals through immunomodulation. In this two-stage epidemiological investigation, we unveiled for the first time the perturbations of exosomal miRNAs among individuals exposed to Cr(VI), alongside their significant correlations with biomarkers of genetic injury (γ-H2AX positivity in circulating lymphocytes and the urinary 8-OHdG levels) and immunological indicators (immunosuppressive PD-1 expression), which was supported by validation in an external cohort. Employing a support vector machine model, we discerned that exosomal miRNAs, particularly miR-4467, miR-345-5p, miR-144-3p, and miR-206, exhibited a remarkable capacity to delineate the genetic damage stratum within the population with high precision, and the target genes predicted of these miRNAs further elucidated their intricate regulatory interplay with the effector biomarkers. Additionally, employing a Bayesian mediation framework, we observed the intermediary function of miR-4467 in the nexus between chromium exposure and the escalation of urinary 8-OHdG levels (mediation effect: 0.47, P < 0.05). Although our findings suggested a link between extracellular miRNAs and immunosuppressive biomarkers, this association did not achieve validation in the external cohort, possibly due to population heterogeneity. Collectively, this study advanced our understanding of the epigenetic orchestration of health hazards of Cr(VI) by exosomal miRNAs, shedding light on their expression signatures and their intricate interplay with Cr(VI)-induced genetic and immunological perturbations, thus providing novel perspectives on the toxic pathways of heavy metals.
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Affiliation(s)
- Shiyi Hong
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100083, China
| | - Zekang Su
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100083, China
| | - Yali Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100083, China
| | - Guiping Hu
- School of Engineering Medicine and Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing 100083, China
| | - Qiaojian Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100083, China
| | - Zhiqiang Ji
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100083, China
| | - Li Wang
- Department of Toxicology, School of Public Health, Baotou Medical College, Baotou, Inner Mongolia 014040, China
| | - Shanfa Yu
- Henan Institute for Occupational Medicine, Zhengzhou City, Henan Province 450052, China
| | - Xiaojun Zhu
- National Center for Occupational Safety and Health, Beijing 102308, China
| | - Fang Yuan
- Department of Occupational Health and Radiological Health, Chongqing Centers for Disease Control and Prevention, Chongqing 400042, China
| | - Guang Jia
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100083, China
- Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100083, China
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Xu H, Wu F, Ding C, Qin Y, Sun W, Feng L, Chen J, Jiang Z, Li Y, Xia H, Lou J. The effect of the nucleolar protein ZNF385A on the ribosomal DNA copy number variation in response to Cr(VI)-induced DNA damage. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 284:117018. [PMID: 39260214 DOI: 10.1016/j.ecoenv.2024.117018] [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: 06/14/2024] [Revised: 08/26/2024] [Accepted: 09/06/2024] [Indexed: 09/13/2024]
Abstract
Hexavalent chromium [Cr(VI)] is a widely distributed carcinogen in industrial contexts and general environmental contexts. Emerging research highlights the central role of ribosomal DNA (rDNA) in DNA Damage Responses (DDRs). However, there remains a lack of investigation into the potential dose-dependent relationship between exposure to Cr(VI) and alterations in rDNA copy number (CN), as well as the related mechanisms underlying these effects. A molecular epidemiological investigation involving 67 workers exposed to Cr(VI) and 75 unexposed controls was conducted. There was a notable increase in ZNF385A expression, variations in rDNA CN, and elevated γH2AX levels in the peripheral blood of Cr(VI)-exposed workers. Restricted cubic spline (RCS) models showed that blood Cr levels in the exposed population exhibited non-linear dose-dependent relationships with γH2AX, rDNA CN, and ZNF385A. Of considerable interest, there were robust and positive associations between ZNF385A and both γH2AX and rDNA CN. Further in vitro experiments provided concrete evidence that Cr(VI) simultaneously caused an increase in ZNF385A expression and variations in rDNA CN. ZNF385A-depleted cells showed increased sensitivity to Cr(VI)-mediated DDRs and alterations in rDNA CN. This study indicated that ZNF385A played a highly significant role in the rDNA CN variation in response to Cr(VI)-induced DNA damage.
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Affiliation(s)
- Huadong Xu
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Fan Wu
- Key Laboratory of Pollution Exposure and Health Intervention of Zhejiang Province, Interdisciplinary Research Academy (IRA), Zhejiang Shuren University, Hangzhou, Zhejiang 310015, China
| | - Chan Ding
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Yao Qin
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Wen Sun
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Lingfang Feng
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Junfei Chen
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Zhaoqiang Jiang
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Yongxin Li
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Hailing Xia
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China
| | - Jianlin Lou
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang 310013, China; Huzhou Key Laboratory of Precise Prevention and Control of Major Chronic Diseases, School of Medicine, and the First Affiliated Hospital, Huzhou University, Huzhou, Zhejiang 313000, China.
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Su Z, Zhang Y, Hong S, Zhang Q, Xu J, Hu G, Zhu X, Yuan F, Yu S, Wang T, Jia G. Relationships between blood chromium exposure and liver injury: Exploring the mediating role of systemic inflammation in a chromate-exposed population. J Environ Sci (China) 2024; 143:224-234. [PMID: 38644019 DOI: 10.1016/j.jes.2023.08.014] [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: 04/10/2023] [Revised: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 04/23/2024]
Abstract
Hexavalent chromium and its compounds are prevalent pollutants, especially in the work environment, pose a significant risk for multisystem toxicity and cancers. While it is known that chromium accumulation in the liver can cause damage, the dose-response relationship between blood chromium (Cr) and liver injury, as well as the possible potential toxic mechanisms involved, remains poorly understood. To address this, we conducted a follow-up study of 590 visits from 305 participants to investigate the associations of blood Cr with biomarkers for liver injury, including serum alanine aminotransferase (ALT), aspartate aminotransferase (AST), total bilirubin (TBIL), and direct bilirubin (DBIL), and to evaluate the mediating effects of systemic inflammation. Platelet (PLT) and the platelet-to-lymphocyte ratio (PLR) were utilized as biomarkers of systemic inflammation. In the linear mixed-effects analyses, each 1-unit increase in blood Cr level was associated with estimated effect percentage increases of 0.82% (0.11%, 1.53%) in TBIL, 1.67% (0.06%, 3.28%) in DBIL, 0.73% (0.04%, 1.43%) in ALT and 2.08% (0.29%, 3.87%) in AST, respectively. Furthermore, PLT mediated 10.04%, 11.35%, and 10.77% increases in TBIL, DBIL, and ALT levels induced by chromate, respectively. In addition, PLR mediated 8.26% and 15.58% of the association between blood Cr and TBIL or ALT. These findings shed light on the mechanisms underlying blood Cr-induced liver injury, which is partly due to worsening systemic inflammation.
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Affiliation(s)
- Zekang Su
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China
| | - Yali Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China
| | - Shiyi Hong
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China
| | - Qiaojian Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China
| | - Jiayu Xu
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China
| | - Guiping Hu
- School of Engineering Medicine and Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing 100191, China
| | - Xiaojun Zhu
- National Center for Occupational Safety and Health, Beijing 102308, China
| | - Fang Yuan
- Department of Occupational Health and Radiological Health, Chongqing Centers for Disease Control and Prevention, Chongqing 400042, China
| | - Shanfa Yu
- Henan Institute for Occupational Medicine, Zhengzhou 450052, China
| | - Tianchen Wang
- Department of Clinical Laboratory, Third Hospital of Peking University, Beijing 100191, China
| | - Guang Jia
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China.
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Huang J, Jiang Z, Ruan Z, Sheng H, Liu S, Dong X, Su X, Feng L, Li Y, Xu H, Chen J, Xia H, Li T, Li J, Xu L, Lou J. Cr (VI)-induced ribosomal DNA copy number variation is associated with semen quality impairment: Evidence from human to animal study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 282:116700. [PMID: 38981392 DOI: 10.1016/j.ecoenv.2024.116700] [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: 03/22/2024] [Revised: 06/27/2024] [Accepted: 07/05/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVES This study aimed to analyze the possible role of rDNA copy number variation in the association between hexavalent chromium [Cr (VI)] exposure and semen quality in semen donors and further confirm this association in mice. METHODS In this cross-sectional study, whole blood and semen samples were collected from 155 semen donors in the Zhejiang Human Sperm Bank from January 1st to April 31st, 2021. Adult C57BL/6 J male mice were treated with different doses of Cr (VI) (0, 10, or 15 mg/kg b.w./day). Semen quality, including semen volume, total spermatozoa count, sperm concentration, progressive motility, and total motility, were analyzed according to the WHO laboratory manual. Cr concentration was detected using inductively coupled plasma mass spectrometry. The rDNA copy number was measured using qPCR. RESULTS In semen donors, whole blood Cr concentration was negatively associated with semen concentration and total sperm counts. Semen 5 S and 45 S rDNA copy numbers were negatively associated with whole blood Cr concentration and whole blood 5.8 S rDNA copy number was negatively associated with semen Cr concentration. In mice, Cr (VI) damaged testicular tissue, decreased semen quality, and caused rDNA copy number variation. Semen quality was related to the rDNA copy number in whole blood, testicular tissue, and semen samples in mice. CONCLUSION Cr (VI) was associated with decreased semen quality in semen donors and mice. Our findings suggest an in-depth analysis of the role of the rDNA copy number variation in the Cr (VI)-induced impairment of semen quality.
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Affiliation(s)
- Jing Huang
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Zhaoqiang Jiang
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Zheng Ruan
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Huiqiang Sheng
- Zhejiang Mater Child and Reproductive Health Center, Hangzhou, Zhejiang Province, China
| | - Shuang Liu
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Xiaowen Dong
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Xin Su
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Lingfang Feng
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Yongxin Li
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Huadong Xu
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Junfei Chen
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Hailing Xia
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Tao Li
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Jiaping Li
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China
| | - Ling Xu
- Zhejiang Mater Child and Reproductive Health Center, Hangzhou, Zhejiang Province, China.
| | - Jianlin Lou
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang Province, China; School of Medicine, and The First Affiliated Hospital, Huzhou University, Huzhou, Zhejiang Province, China.
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Zhang Y, Hu G, Zhang Q, Hong S, Su Z, Wang L, Wang T, Yu S, Yuan F, Zhu X, Jia G. Cellular senescence mediates hexavalent chromium-associated lung function decline: Insights from a structural equation Model. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 349:123947. [PMID: 38608856 DOI: 10.1016/j.envpol.2024.123947] [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: 02/05/2024] [Revised: 04/07/2024] [Accepted: 04/08/2024] [Indexed: 04/14/2024]
Abstract
There is sufficient evidence suggesting that exposure to hexavalent chromium [Cr(VI)] can cause a decline in lung function and the onset of lung diseases. However, no studies have yet explored the underlying mechanisms of these effects from various perspectives such as systemic inflammation, oxidative stress, and cellular senescence, simultaneously. This cross-sectional study was conducted among 304 workers engaged in chromate production and processing in China. Urine was used for detection of 8-hydroxy-2'-deoxyguanosine (8-OHdG) and 8-iso-prostaglandin F2α (8-iso-PGF2α), while RNA and DNA extraction from peripheral blood cells was used for detection of mRNA, telomere length, and ribosomal DNA copy numbers (rDNA CNs). A 2.7-fold elevation in blood chromate (Cr) corresponded to a 7.86% (95% CI: 2.57%, 13.42%) rise in urinary 8-OHdG and a 4.14% (0.02%, 8.42%) increase in urinary 8-iso-PGF2α, indicating that exposure to chromates can cause oxidative stress. Furthermore, strong correlations emerged between blood Cr concentration and mRNA levels of P16, P21, TP53, and P15 in the cellular senescence pathway. Simultaneously, a 2.7-fold elevation in blood Cr associated with a -5.47% (-8.72%, -2.1%) change in telomere length, while rDNA CNs (5S, 5.8S, 18S, and 28S) changed by -3.91% (-7.99%, 0.34%), -9.4% (-15.73%, -2.6%), -8.06% (-14.01%, -1.69%), and -5.86% (-10.67%, -0.78%), respectively. Structural equation model highlighted that cellular senescence exerted significant indirect effects on Cr(VI)-associated lung function decline, with a mediation proportion of 23.3%. This study provided data supporting for 8-iso-PGF2α, telomere length, and rDNA CNs as novel biomarkers of chromate exposure, emphasizing the significant role of cellular senescence in the mechanism underlying chromate-induced lung function decline.
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Affiliation(s)
- Yali Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Guiping Hu
- School of Engineering Medicine and Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing 100191, China
| | - Qiaojian Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Shiyi Hong
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Zekang Su
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China
| | - Li Wang
- Department of Occupational and Environmental Health Science, Baotou Medical College, Baotou, Inner Mongolia 014030, China
| | - Tiancheng Wang
- Department of Clinical Laboratory, Third Hospital of Peking University, Beijing 100191, China
| | - Shanfa Yu
- Henan Institute for Occupational Medicine, Zhengzhou City, Henan Province 450052, China
| | - Fang Yuan
- Department of Occupational Health and Radiological Health, Chongqing Center for Disease Control and Prevention, Chongqing 400042, China
| | - Xiaojun Zhu
- National Center for Occupational Safety and Health, Beijing 102308, China
| | - Guang Jia
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing 100191, China; Beijing Key Laboratory of Toxicological Research and Risk Assessment for Food Safety, School of Public Health, Peking University, Beijing 100191, China.
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García-Rodríguez MDC, Hernández-Cortés LM, Montaño-Rodríguez AR, Pereyra-Mejía PS, Kacew S. A comparative study on chromium-induced micronuclei assessment in the peripheral blood of Hsd:ICR mice. J Appl Toxicol 2024; 44:526-541. [PMID: 37908139 DOI: 10.1002/jat.4556] [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: 08/15/2023] [Revised: 10/07/2023] [Accepted: 10/08/2023] [Indexed: 11/02/2023]
Abstract
This study investigated the genotoxic effects of chromium (Cr) in Hsd:ICR mice, considering factors such as oxidative state, apoptosis, exposure pathway, duration, pregnancy, and transplacental exposure. Genotoxicity was assessed using the erythrocytes' micronucleus (MN) assay, while apoptosis was evaluated in nucleated blood cells. The results showed that Cr(III) (CrK(SO4 )2 and CrCl3 ) did not induce any marked genotoxic damage. However, Cr(VI) (CrO3 , K2 Cr2 O7 , Na2 Cr2 O7 , and K2 CrO4 ) produced varying degrees of genotoxicity, with CrO3 being the most potent. MN frequencies increased following 24-h exposure, with a greater effect in male mice. Administering 20 mg/kg of CrO3 via gavage did not lead to significant effects compared to intraperitoneal administration. Short-term oral treatment with a daily dose of 8.5 mg/kg for 49 days elevated MN levels only on day 14 after treatment. Pregnant female mice exposed to CrO3 on day 15 of pregnancy exhibited reduced genotoxic effects compared to nonpregnant animals. However, significant increases in MN levels were found in their fetuses starting 48 h after exposure. In summary, data indicate the potential genotoxic effects of Cr, with Cr(VI) forms inducing higher genotoxicity than Cr(III). These findings indicate that gender, exposure route, and pregnancy status might influence genotoxic responses to Cr.
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Affiliation(s)
- María Del Carmen García-Rodríguez
- Laboratorio de Antimutagénesis, Anticarcinogénesis y Antiteratogénesis Ambiental, Facultad de Estudios Superiores-Zaragoza, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Lourdes Montserrat Hernández-Cortés
- Laboratorio de Antimutagénesis, Anticarcinogénesis y Antiteratogénesis Ambiental, Facultad de Estudios Superiores-Zaragoza, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Ana Rosa Montaño-Rodríguez
- Department of Pharmacology, Faculty of Medicine, Neuroscience Center & Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Pedro Salvador Pereyra-Mejía
- Laboratorio de Antimutagénesis, Anticarcinogénesis y Antiteratogénesis Ambiental, Facultad de Estudios Superiores-Zaragoza, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Sam Kacew
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Ontario, Canada
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Xu H, Shi L, Feng L, Wu F, Chen J, Qin Y, Dong X, Jiang Z, Li Y, Xia H, Lou J. Hexavalent chromium [Cr(VI)]-induced ribosomal DNA copy number variation and DNA damage responses and their associations with nucleolar protein HRAS in humans and cells. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023:121816. [PMID: 37182578 DOI: 10.1016/j.envpol.2023.121816] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 04/06/2023] [Accepted: 05/11/2023] [Indexed: 05/16/2023]
Abstract
The carcinogenicity of hexavalent chromium [Cr(VI)] and its compounds has been widely recognized, yet the mechanism of genetic damage is still not fully understood. The ribosomal DNA (rDNA) copy number is recently considered a potential marker of cancer-associated stress. To investigate the roles of rDNA copy number variation (CNV) in DNA damage responses (DDRs) induced by Cr(VI) and the potential mechanism from nucleolar protein HRAS, a cross-sectional study in Cr(Ⅵ)-exposed workers and an in vitro experiment using HeLa cells were conducted. Our results showed increased levels of rDNA CNV, DDRs, and HRAS expression in Cr(VI)-exposed workers. Generalized linear regression analyses showed that Cr(VI) exposure was significantly positively associated with increased levels of rDNA CNV, DDRs, and HRAS expression in Cr(VI)-exposed workers. Moreover, there were pairwise associations between rDNA CNV, DDRs, and HRAS levels. Mediation analyses found that rDNA CNV significantly mediated the association between Cr(VI) exposure and DDRs. The in vitro experiments further confirmed that Cr(VI) treatment induced increased levels of rDNA CNV, DDRs, and HRAS expression in HeLa cells. Cr(VI)-induced rDNA CNV, ATM activation, and apoptosis damage were then strongly enhanced by HRAS depletion with siRNA in vitro, suggesting the important role of HRAS in CNV and DDRs caused by Cr(VI). The combined results of the human and cell line studies indicated that Cr(VI) exposure might enhance rDNA CNV by regulation of HRAS expression, which leads to Cr(VI)-induced genetic damage.
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Affiliation(s)
- Huadong Xu
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Li Shi
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Lingfang Feng
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Fan Wu
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Junfei Chen
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Yao Qin
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Xiaowen Dong
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Zhaoqiang Jiang
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Yongxin Li
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Hailing Xia
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China
| | - Jianlin Lou
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China; School of Medicine, and the First Affiliated Hospital, Huzhou University, Huzhou, Zhejiang, 313000, China.
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12
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Hong S, Zhang Y, Hu G, Jia G. Exploration of Whole Blood Chromium as Biomarker of Hexavalent Chromium Exposure: Based on Literature Review and Monte Carlo Simulation. Biol Trace Elem Res 2023; 201:2274-2283. [PMID: 35859210 DOI: 10.1007/s12011-022-03360-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 07/12/2022] [Indexed: 11/26/2022]
Abstract
Hexavalent chromium (Cr(VI)) is a sort of common industrial poison and environmental pollutant posing great health threat to the population. Appropriate biomarkers are indispensable indicative tools in the biological monitoring and health risk assessment of Cr(VI). In this study, we explored the rationality and feasibility of whole blood Cr serving as the biomarker of internal exposure with corroboration drawn from literature review and Monte Carlo simulation. It was indicated that the whole blood Cr had practical operability in the large-scale population researches and robust biological significance with broad association with various Cr(VI)-related effect indices. The simulated distribution of whole blood Cr concentration in exposed populations was about three times higher than that of the control (13.52 ± 24.99 vs. 4.25 ± 11.37 μg/L, P < 0.05; 6.73 ± 10.92 μg/L vs. 1.96 ± 2.05 μg/L in China, P < 0.05), which suggested a great discriminatory ability that might be supported as evidence for its reasonable application.
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Affiliation(s)
- Shiyi Hong
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, 100191, China
| | - Yali Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, 100191, China
| | - Guiping Hu
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, 100191, China.
- School of Engineering Medicine and Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing, 100191, China.
| | - Guang Jia
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, 100191, China
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Xu H, Bo Y. Associations between pyrethroid exposure and serum sex steroid hormones in adults: Findings from a nationally representative sample. CHEMOSPHERE 2022; 300:134591. [PMID: 35427660 DOI: 10.1016/j.chemosphere.2022.134591] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/25/2022] [Accepted: 04/09/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Pyrethroids have been considered as potential endocrine-disrupting chemicals and have been shown to be associated with endocrine-related health outcomes. However, limited studies directly explored the link between pyrethroid exposure and sex hormones in the general population. OBJECTIVES To explore the associations between exposure to pyrethroids and serum sex steroid hormones in adults. METHODS We evaluated the cross-sectional associations in 1235 adults aged ≥20 years who had been assigned to the National Health and Nutrition Examination Survey (NHANES) 2013-2014. The urinary concentration of 3-phenoxybenzoic acid (3-PBA) was applied as a biomarker of human pyrethroid exposure levels. Information on sex steroid hormones, including total testosterone (TT), estradiol (E2), and sex hormone-binding globulin (SHBG) in serum were measured. Free androgen index (FAI) and the ratio of TT to E2 (TT/E2) were also calculated. The percent changes with 95% confidence intervals (CIs) for a doubling of 3-PBA concentrations in the serum sex hormone levels were estimated using generalized linear regression models. RESULTS The overall median concentrations of creatinine-adjusted 3-PBA were 0.58 μg/g creatinine, and 90.0% of adults had a detectable level of 3-PBA. In females, every two-fold increase in 3-PBA was associated with 4.34% (95% CI: 1.58%, 7.18%) higher levels of TT and 4.05% (95% CI: 7.03%, 1.16%) higher levels of SHBG, respectively. In males, a doubling in 3-PBA was associated with 3.02% (95% CI: 1.21%, 4.86%) increase in SHBG but 1.85% (-3.59%, -0.07%) decrease in FAI, respectively. In addition, significant non-linear associations of 3-PBA with SHBG in both males and females and TT in females were observed. CONCLUSIONS Environmental pyrethroid exposure was associated with altered sex hormones in adults. This study provides important epidemiological evidence for the association of pyrethroids with endocrine disruption.
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Affiliation(s)
- Huadong Xu
- School of Public Health, Hangzhou Medical College, Hangzhou, Zhejiang, 310013, China.
| | - Yacong Bo
- School of Public Health, Zhengzhou University, Zhengzhou, Henan, 450000, China
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