Abstract
The association between long-term exposure to e-waste and poor health is well established, but how e-waste exposure affects DNA methylation is understudied. In this study, we measured the DNA damage levels and the alternation of DNA methylation in peripheral blood mononuclear cells (PBMCs) collected from a population exposed to e-waste. The concentration of 28 PCB congeners in the blood samples of e-waste recycling workers was elevated than those of the reference group. DNA damage levels were significantly higher than that of samples from the reference group by detecting the SCGE, CA, and CBMN assays. Eventually, we found that the methylation level of 1233 gene loci was changed in the exposure group. Bioinformatic analysis of differential genes revealed that the hypermethylated genes were enriched in cell component movement and regulation of cell function, and hypomethylated genes were involved in the cellular metabolic process. Among the 30 genes we tested, 14 genes showed a negative correlation between methylation level and expression level. Therefore, e-waste exposure potentially increased the levels of DNA damage and alters DNA methylation, which would likely impact human health.
Similar content being viewed by others
Data availability
All data generated or analyzed during this study are included in this published article.
References
Alabi OA, Sorungbe AA, Adeoluwa YM (2019) In vitro mutagenicity and genotoxicity of raw and simulated leachates from plastic waste dumpsite. Toxicol Mech Methods 29:403–410. https://doi.org/10.1080/15376516.2019.1566426
Anzalone DA, Sampino S, Czernik M, Iuso D, Ptak GE (2018) Polychlorinated biphenyls (PCBs) alter DNA methylation and genomic integrity of sheep fetal cells in a simplified in vitro model of pregnancy exposure. Toxicol in vitro : an international journal published in association with BIBRA 46:39–46. https://doi.org/10.1016/j.tiv.2017.09.017
Bastos Sales L, Kamstra JH, Cenijn PH, van Rijt LS, Hamers T, Legler J (2013) Effects of endocrine disrupting chemicals on in vitro global DNA methylation and adipocyte differentiation. Toxicol in vitro : an international journal published in association with BIBRA 27:1634–1643. https://doi.org/10.1016/j.tiv.2013.04.005
Boucher O, Muckle G, Bastien CH (2009) Prenatal exposure to polychlorinated biphenyls: a neuropsychologic analysis. Environ Health Perspect 117:7–16. https://doi.org/10.1289/ehp.11294
Cao W, Lee H, Wu W, Zaman A, McCorkle S, Yan M, Chen J, Xing Q, Sinnott-Armstrong N, Xu H et al (2020) Multi-faceted epigenetic dysregulation of gene expression promotes esophageal squamous cell carcinoma. Nat Commun 11:3675. https://doi.org/10.1038/s41467-020-17227-z
Chakraborty P, Selvaraj S, Nakamura M, Prithiviraj B, Cincinelli A, Bang JJ (2018) PCBs and PCDD/Fs in soil from informal e-waste recycling sites and open dumpsites in India: Levels, congener profiles and health risk assessment. Sci Total Environ 621:930–938. https://doi.org/10.1016/j.scitotenv.2017.11.083
Chi X, Streicher-Porte M, Wang MY, Reuter MA (2011) Informal electronic waste recycling: a sector review with special focus on China. Waste Manag 31:731–742. https://doi.org/10.1016/j.wasman.2010.11.006
Forti V, Baldé CP, Kuehr R, Bel G (2020) The Global E-waste Monitor 2020: Quantities, flows and the circular economy potential
Frazzoli C, Ruggieri F, Battistini B, Orisakwe OE, Igbo JK, Bocca B (2022) E-WASTE threatens health: the scientific solution adopts the one health strategy. Environ Res 212:113227. https://doi.org/10.1016/j.envres.2022.113227
Hao Y, Cui Y, Gu X (2016) Genome-wide DNA methylation profiles changes associated with constant heat stress in pigs as measured by bisulfite sequencing. Sci Rep 6:27507. https://doi.org/10.1038/srep27507
Huang CZ, Xu JH, Zhong W, Xia ZS, Wang SY, Cheng D, Li JY, Wu TF, Chen QK, Yu T (2017) Sox9 transcriptionally regulates Wnt signaling in intestinal epithelial stem cells in hypomethylated crypts in the diabetic state. Stem Cell Res Ther 8:60. https://doi.org/10.1186/s13287-017-0507-4
Issah I, Arko-Mensah J, Rozek LS, Zarins KR, Agyekum TP, Dwomoh D, Basu N, Batterman S, Robins TG, Fobil JN (2021) Global DNA (LINE-1) methylation is associated with lead exposure and certain job tasks performed by electronic waste workers. Int Arch Occup Environ Health 94:1931–1944. https://doi.org/10.1007/s00420-021-01733-8
Itoh H, Iwasaki M, Kasuga Y, Yokoyama S, Onuma H, Nishimura H, Kusama R, Yoshida T, Yokoyama K, Tsugane S (2014) Association between serum organochlorines and global methylation level of leukocyte DNA among Japanese women: a cross-sectional study. Sci Total Environ 490:603–609. https://doi.org/10.1016/j.scitotenv.2014.05.035
Keil KP, Miller GW, Chen H, Sethi S, Schmuck MR, Dhakal K, Kim JW, Lein PJ (2018) PCB 95 promotes dendritic growth in primary rat hippocampal neurons via mTOR-dependent mechanisms. Arch Toxicol 92:3163–3173. https://doi.org/10.1007/s00204-018-2285-x
Kim KY, Kim DS, Lee SK, Lee IK, Kang JH, Chang YS, Jacobs DR, Steffes M, Lee DH (2010) Association of low-dose exposure to persistent organic pollutants with global DNA hypomethylation in healthy Koreans. Environ Health Perspect 118:370–374. https://doi.org/10.1289/ehp.0901131
Kulis M, Esteller M (2010) DNA methylation and cancer. Adv Genet 70:27–56. https://doi.org/10.1016/b978-0-12-380866-0.60002-2
Kumar R, Manna C, Padha S, Verma A, Sharma P, Dhar A, Ghosh A, Bhattacharya P (2022) Micro(nano)plastics pollution and human health: how plastics can induce carcinogenesis to humans? Chemosphere 298:134267. https://doi.org/10.1016/j.chemosphere.2022.134267
Li J, Jing Y, Liu Y, Ru Y, Ju M, Zhao Y, Li G (2021) Large chromosomal deletions and impaired homologous recombination repairing in HEK293T cells exposed to polychlorinated biphenyl 153. PeerJ 9:e11816. https://doi.org/10.7717/peerj.11816
Li T, Tian D, Lu M, Wang B, Li J, Xu B, Chen H, Wu S (2022) Gut microbiota dysbiosis induced by polychlorinated biphenyl 126 contributes to increased brain proinflammatory cytokines: landscapes from the gut-brain axis and fecal microbiota transplantation. Ecotoxicol Environ Saf 241:113726. https://doi.org/10.1016/j.ecoenv.2022.113726
Lind L, Penell J, Luttropp K, Nordfors L, Syvänen AC, Axelsson T, Salihovic S, van Bavel B, Fall T, Ingelsson E, Lind PM (2013) Global DNA hypermethylation is associated with high serum levels of persistent organic pollutants in an elderly population. Environ Int 59:456–461. https://doi.org/10.1016/j.envint.2013.07.008
Liu Z, Huang Y, Jin X, Liu L, Gu H (2022) PCB153 suppressed autophagy via PI3K/Akt/mTOR and RICTOR/Akt/mTOR signaling by the upregulation of microRNA-155 in rat primary chondrocytes. Toxicol Appl Pharmacol 449:116135. https://doi.org/10.1016/j.taap.2022.116135
López M, Reche C, Pérez-Albaladejo E, Porte C, Balasch A, Monfort E, Eljarrat E, Viana M (2022) E-waste dismantling as a source of personal exposure and environmental release of fine and ultrafine particles. Sci Total Environ 833:154871. https://doi.org/10.1016/j.scitotenv.2022.154871
Ludewig G, Robertson LW (2013) Polychlorinated biphenyls (PCBs) as initiating agents in hepatocellular carcinoma. Cancer Lett 334:46–55. https://doi.org/10.1016/j.canlet.2012.11.041
Lund JB, Li S, Christensen K, Mengel-From J, Soerensen M, Marioni RE, Starr J, Pattie A, Deary IJ, Baumbach J, Tan Q (2020) Age-dependent DNA methylation patterns on the Y chromosome in elderly males. Aging Cell 19:e12907. https://doi.org/10.1111/acel.12907
Mackintosh SA, Wallace JS, Gross MS, Navarro DD, Pérez-Fuentetaja A, Alaee M, Montecastro D, Aga DS (2015) Review on the occurrence and profiles of polybrominated diphenyl ethers in the Philippines. Environ Int 85:314–326. https://doi.org/10.1016/j.envint.2015.09.006
Pappalardo XG, Barra V (2021) Losing DNA methylation at repetitive elements and breaking bad. Epigenetics Chromatin 14:25. https://doi.org/10.1186/s13072-021-00400-z
Robinson BH (2009) E-waste: an assessment of global production and environmental impacts. Sci Total Environ 408:183–191. https://doi.org/10.1016/j.scitotenv.2009.09.044
Ruiz-Hernandez A, Kuo CC, Rentero-Garrido P, Tang WY, Redon J, Ordovas JM, Navas-Acien A, Tellez-Plaza M (2015) Environmental chemicals and DNA methylation in adults: a systematic review of the epidemiologic evidence. Clin Epigenetics 7:55. https://doi.org/10.1186/s13148-015-0055-7
Rusiecki JA, Baccarelli A, Bollati V, Tarantini L, Moore LE, Bonefeld-Jorgensen EC (2008) Global DNA hypomethylation is associated with high serum-persistent organic pollutants in Greenlandic Inuit. Environ Health Perspect 116:1547–1552. https://doi.org/10.1289/ehp.11338
Vorrink SU, Sarsour EH, Olivier AK, Robertson LW, Goswami PC, Domann FE (2014) PCB 126 perturbs hypoxia-induced HIF-1α activity and glucose consumption in human HepG2 cells. Exp Toxicol Pathol: official journal of the Gesellschaft fur Toxikologische Pathologie 66:377–382. https://doi.org/10.1016/j.etp.2014.05.005
Wahlang B, Prough RA, Falkner KC, Hardesty JE, Song M, Clair HB, Clark BJ, States JC, Arteel GE, Cave MC (2016) Polychlorinated biphenyl-xenobiotic nuclear receptor interactions regulate energy metabolism, behavior, and inflammation in non-alcoholic-steatohepatitis. Toxicol sci : an official journal of the Society of Toxicology 149:396–410. https://doi.org/10.1093/toxsci/kfv250
Wang J, Wang L, Ho CT, Zhang K, Liu Q, Zhao H (2017) Garcinol from Garcinia indica downregulates cancer stem-like cell biomarker ALDH1A1 in nonsmall cell lung cancer A549 cells through DDIT3 activation. J Agric Food Chem 65:3675–3683. https://doi.org/10.1021/acs.jafc.7b00346
Wang Y, Sun X, Fang L, Li K, Yang P, Du L, Ji K, Wang J, Liu Q, Xu C et al (2018) Genomic instability in adult men involved in processing electronic waste in Northern China. Environ Int 117:69–81. https://doi.org/10.1016/j.envint.2018.04.027
Yang B, Wang Y, Qin Q, Xia X, Liu Z, Song E, Song Y (2019) Polychlorinated biphenyl quinone promotes macrophage-derived foam cell formation. Chem Res Toxicol 32:2422–2432. https://doi.org/10.1021/acs.chemrestox.9b00184
Yue W, Cheng W, Liu Z, Tang Y, Lu T, Zhang D, Tang M, Huang Y (2016) Genome-wide DNA methylation analysis in obsessive-compulsive disorder patients. Sci Rep 6:31333. https://doi.org/10.1038/srep31333
Zeng Z, Huo X, Zhang Y, Hylkema MN, Wu Y, Xu X (2019) Differential DNA methylation in newborns with maternal exposure to heavy metals from an e-waste recycling area. Environ Res 171:536–545. https://doi.org/10.1016/j.envres.2019.01.007
Zhang L, Tang L, Wei J, Lao L, Gu W, Hu Q, Lv Y, Fu L, Du L (2014) Extrauterine growth restriction on pulmonary vascular endothelial dysfunction in adult male rats: the role of epigenetic mechanisms. J Hypertens 32:2188–2198; discussion 2198. https://doi.org/10.1097/hjh.0000000000000309
Funding
This study was supported by the National Natural Science Foundation of China (grant numbers 31971168, 81972976, 31900891, 32071241, 32171239, 82273580) and the Natural Science Foundation of Tianjin (21JCYBJC01510).
Author information
Authors and Affiliations
Contributions
Qiang Liu and Liqing Du contributed to the conception or design of the work. Na Li, Jinhan Wang, Kejun Li, and Ping Yang contributed to the acquisition, analysis, or interpretation of data. Yan Wang, Chang Xu, Ningning He, Kaihua Ji, Huijuan Song, and Manman Zhang contributed to the creation of new software used in the work. Na Li and Jinhan Wang drafted the work or substantively revised it. All authors have approved the submitted version. All authors have agreed both to be personally accountable for the author’s own contributions and to ensure that questions related to the accuracy or integrity of any part of the work.
Corresponding author
Ethics declarations
Ethical approval
After deliberation by the Ethics Committee of the Institute of Radiation Medicine, Chinese Academy of Medical Sciences, the principles of safety and equity were fully considered in the experimental design and implementation of this study, and the research content did not constitute harm and risk to the subjects.
Consent to participate
The recruitment of subjects was based on the principle of voluntary and informed consent, and the privacy of subjects was protected to the greatest extent. The rights and interests of subjects were adequately protected, and there were no conflicts of interest in the research content.
Consent for publication
The authors do not have any issue to publish this research paper.
Competing interests
The authors declared no competing interests.
Additional information
Responsible Editor: Lotfi Aleya
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
ESM 1
Exposure of major PCB congeners in samples (DOCX 288 kb)
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Li, ., Wang, J., Li, K. et al. Influence of e-waste exposure on DNA damage and DNA methylation in people living near recycling sites. Environ Sci Pollut Res 30, 88744–88756 (2023). https://doi.org/10.1007/s11356-023-28591-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-28591-w