Long-term environmental metal exposure is associated with hypomethylation of CpG sites in NFKB1 and other genes related to oncogenesis

. 2023 Aug 07 ; 15 (1) : 126. [epub] 20230807

Jazyk angličtina Země Německo Médium electronic

Typ dokumentu časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid37550793
Odkazy

PubMed 37550793
PubMed Central PMC10405444
DOI 10.1186/s13148-023-01536-3
PII: 10.1186/s13148-023-01536-3
Knihovny.cz E-zdroje

BACKGROUND: Long-term environmental exposure to metals leads to epigenetic changes and may increase risks to human health. The relationship between the type and level of metal exposure and epigenetic changes in subjects exposed to high concentrations of metals in the environment is not yet clear. The aim of our study is to find the possible association of environmental long-term exposure to metals with DNA methylation changes of genes related to immune response and carcinogenesis. We investigated the association of plasma levels of 21 essential and non-essential metals detected by ICP-MS and the methylation level of 654 CpG sites located on NFKB1, CDKN2A, ESR1, APOA5, IGF2 and H19 genes assessed by targeted bisulfite sequencing in a cohort of 40 subjects living near metal mining area and 40 unexposed subjects. Linear regression was conducted to find differentially methylated positions with adjustment for gender, age, BMI class, smoking and metal concentration. RESULTS: In the metal-exposed group, five CpGs in the NFKB1 promoter region were hypomethylated compared to unexposed group. Four differentially methylated positions (DMPs) were associated with multiple metals, two of them are located on NFKB1 gene, and one each on CDKN2A gene and ESR1 gene. Two DMPs located on NFKB1 (chr4:102500951, associated with Be) and IGF2 (chr11:2134198, associated with U) are associated with specific metal levels. The methylation status of the seven CpGs located on NFKB1 (3), ESR1 (2) and CDKN2A (2) positively correlated with plasma levels of seven metals (As, Sb, Zn, Ni, U, I and Mn). CONCLUSIONS: Our study revealed methylation changes in NFKB1, CDKN2A, IGF2 and ESR1 genes in individuals with long-term human exposure to metals. Further studies are needed to clarify the effect of environmental metal exposure on epigenetic mechanisms and pathways involved.

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Ijomone OM, Ijomone OK, Iroegbu JD, Ifenatuoha CW, Olung NF, Aschner M. Epigenetic influence of environmentally neurotoxic metals. Neurotoxicology. 2020;81:51–65. PubMed PMC

Zhu Y, Costa M. Metals and molecular carcinogenesis. Carcinogenesis. 2020;41(9):1161–1172. PubMed PMC

Yim G, Wang Y, Howe CG, Romano ME. Exposure to metal mixtures in association with cardiovascular risk factors and outcomes: a scoping review. Toxics. 2022;10(3):116. PubMed PMC

Jaishankar M, Tseten T, Anbalagan N, Mathew BB, Beeregowda KN. Toxicity, mechanism and health effects of some heavy metals. Interdiscip Toxicol. 2014;7(2):60–72. PubMed PMC

Donkena KV, Young CY, Tindall DJ. Oxidative stress and DNA methylation in prostate cancer. Obstet Gynecol Int. 2010;2010:302051. PubMed PMC

Chen F, Ding M, Castranova V, Shi X. Carcinogenic metals and NF-kappaB activation. Mol Cell Biochem. 2001;222(1–2):159–171. PubMed

Tellez-Plaza M, Tang WY, Shang Y, Umans JG, Francesconi KA, Goessler W, Ledesma M, Leon M, Laclaustra M, Pollak J, Guallar E, Cole SA, Fallin MD, Navas-Acien A. Association of global DNA methylation and global DNA hydroxymethylation with metals and other exposures in human blood DNA samples. Environ Health Perspect. 2014;122(9):946–954. PubMed PMC

Menezo YJ, Silvestris E, Dale B, Elder K. Oxidative stress and alterations in DNA methylation: two sides of the same coin in reproduction. Reprod Biomed Online. 2016;33(6):668–683. PubMed

Henkler F, Brinkmann J, Luch A. The role of oxidative stress in carcinogenesis induced by metals and xenobiotics. Cancers (Basel) 2010;2(2):376–396. PubMed PMC

Lim WJ, Kim KH, Kim JY, Jeong S, Kim N. Identification of DNA-methylated CpG islands associated with gene silencing in the adult body tissues of the ogye chicken using RNA-Seq and reduced representation bisulfite sequencing. Front Genet. 2019;10:346. PubMed PMC

Mitra J, Guerrero EN, Hegde PM, Wang H, Boldogh I, Rao KS, Mitra S, Hegde ML. New perspectives on oxidized genome damage and repair inhibition by pro-oxidant metals in neurological diseases. Biomolecules. 2014;4(3):678–703. PubMed PMC

Vaiserman A, Lushchak O. DNA methylation changes induced by prenatal toxic metal exposure: an overview of epidemiological evidence. Environ Epigenet. 2021;7(1):dvab007. PubMed PMC

Bozack AK, Rifas-Shiman SL, Coull BA, Baccarelli AA, Wright RO, Amarasiriwardena C, Gold DR, Oken E, Hivert MF, Cardenas A. Prenatal metal exposure, cord blood DNA methylation and persistence in childhood: an epigenome-wide association study of 12 metals. Clin Epigenet. 2021;13(1):208. PubMed PMC

Demanelis K, Argos M, Tong L, Shinkle J, Sabarinathan M, Rakibuz-Zaman M, Sarwar G, Shahriar H, Islam T, Rahman M, Yunus M, Graziano JH, Broberg K, Engström K, Jasmine F, Ahsan H, Pierce BL. Association of arsenic exposure with whole blood DNA methylation: an epigenome-wide study of Bangladeshi adults. Environ Health Perspect. 2019;127(5):57011. PubMed PMC

Aung MT, Bakulski KM, Feinberg JI, Dou FJ, Meeker DJ, Mukherjee B, Loch-Caruso R, Ladd-Acosta C, Volk HE, Croen LA, Hertz-Picciotto I, Newschaffer CJ, Fallin MD. Maternal blood metal concentrations and whole blood DNA methylation during pregnancy in the Early Autism Risk Longitudinal Investigation (EARLI) Epigenetics. 2022;17(3):253–268. PubMed PMC

Krauskopf J, Bergdahl IA, Johansson A, Palli D, Lundh T, Kyrtopoulos SA, de Kok TM, Kleinjans JC. Blood Transcriptome response to environmental metal exposure reveals potential biological processes related to Alzheimer's disease. Front Public Health. 2020;8:557587. PubMed PMC

Korashy HM, Attafi IM, Famulski KS, Bakheet SA, Hafez MM, Alsaad AMS, Al-Ghadeer ARM. Gene expression profiling to identify the toxicities and potentially relevant human disease outcomes associated with environmental heavy metal exposure. Environ Pollut. 2017;221:64–74. PubMed

Kawata K, Shimazaki R, Okabe S. Comparison of gene expression profiles in HepG2 cells exposed to arsenic, cadmium, nickel, and three model carcinogens for investigating the mechanisms of metal carcinogenesis. Environ Mol Mutagen. 2009;50(1):46–59. PubMed

Permenter MG, Lewis JA, Jackson DA. Exposure to nickel, chromium, or cadmium causes distinct changes in the gene expression patterns of a rat liver derived cell line. PLoS ONE. 2011;6(11):e27730. PubMed PMC

Simonyan A, Stepanyan A. Analysis of transcriptome changes in response to heavy metals using self-organizing maps. Kachar Sci Periodic. 2019;2:14–20.

Saghatelyan A, Sahakyan L. The impact of mining activities on agriculture. VI EGU General Assembly, 2009; Geophysical Research Abstracts. 2009;11:EGU2009-4599.

Saghatelyan A, Sahakyan L, Belyaeva O. Food safety issues of the mining impact territories. In: 13th international multidisciplinary scientific geoconference. 2013; 489–496.

Bulletin, 2022 4th quarter, on the results of RA Environmental Monitoring. "Hydrometeorology and Monitoring Center" SNOC. 2022. http://env.am/storage/files/iv-2022.pdf. Accessed 29 Dec 2022.

Assessing environmental impact of tailing storage sites from mining and dressing production and activies of the Kapan copper enterprise on the territory of Kapan town (Syunik Marz). CENS of NAS RA. 2007. http://www.armecofront.net/wp-content/uploads/2015/03/monitoring_kapan_hashvetvwutyun_eng2.pdf. Accessed 9 Sep 2022.

Belyaeva O, Pyuskyulyan K, Movsisyan N, Saghatelyan A, Carvalho FP. Natural radioactivity in urban soils of mining centers in Armenia: dose rate and risk assessment. Chemosphere. 2019;225:859–870. PubMed

Gevorgyan GA, Hambaryan LR, Grigoryan KV, Minasyan SH. Heavy metal pollution of the catchment basins of the Voghchi and Meghriget rivers (Armenia) and risks to the environment associated with water pollution. Acad J Sci. 2013;2(2):255–268.

Pipoyan D, Beglaryan M, Costantini L, Molinari R, Merendino N. Risk assessment of population exposure to toxic trace elements via consumption of vegetables and fruits grown in some mining areas of Armenia. Hum Ecol Risk Assess Int J. 2018;24(2):317–330.

Pipoyan D, Beglaryan M, Stepanyan S, Merendino N. Dietary exposure assessment of potentially toxic trace elements in fruits and vegetables sold in town of Kapan, Armenia. Biol Trace Elem Res. 2019;190(1):234–241. PubMed

Fliegauf M, Kinnunen M, Posadas-Cantera S, Camacho-Ordonez N, Abolhassani H, Alsina L, Atschekzei F, Bogaert DJ, Burns SO, Church JA, Dückers G, Freeman AF, Hammarström L, Hanitsch LG, Kerre T, Kobbe R, Sharapova SO, Siepermann K, Speckmann C, Steiner S, Verma N, Walter JE, Westermann-Clark E, Goldacker S, Warnatz K, Varjosalo M, Grimbacher B. Detrimental NFKB1 missense variants affecting the Rel-homology domain of p105/p50. Front Immunol. 2022;13:965326. PubMed PMC

Xia L, Tan S, Zhou Y, Lin J, Wang H, Oyang L, Tian Y, Liu L, Su M, Wang H, Cao D, Liao Q. Role of the NFκB-signaling pathway in cancer. Onco Targets Ther. 2018;11:2063–2073. PubMed PMC

Lawrence T. The nuclear factor NF-kappaB pathway in inflammation. Cold Spring Harb Perspect Biol. 2009;1(6):a001651. PubMed PMC

Zeng Z, Huo X, Zhang Y, Hylkema MN, Wu Y, Xu X. Differential DNA methylation in newborns with maternal exposure to heavy metals from an e-waste recycling area. Environ Res. 2019;171:536–545. PubMed

Schilz JR, Dashner-Titus EJ, Luo L, Simmons KA, MacKenzie DA, Hudson LG. Co-exposure of sodium arsenite and uranyl acetate differentially alters gene expression in CD3/CD28 activated CD4+ T-cells. Toxicol Rep. 2021;8:1917–1929. PubMed PMC

Misra UK, Gawdi G, Pizzo SV. Beryllium fluoride-induced cell proliferation: a process requiring P21(ras)-dependent activated signal transduction and NF-kappaB-dependent gene regulation. J Leukoc Biol. 2002;71(3):487–494. PubMed

Heitland P, Köster HD. Biomonitoring of 37 trace elements in blood samples from inhabitants of northern Germany by ICP-MS. J Trace Elem Med Biol. 2006;20(4):253–262. PubMed

Komarova T, McKeating D, Perkins AV, Tinggi U. Trace element analysis in whole blood and plasma for reference levels in a selected Queensland population, Australia. Int J Environ Res Public Health. 2021;18(5):2652. PubMed PMC

Nisse C, Tagne-Fotso R, Howsam M; Members of Health Examination Centres of the Nord − Pas-de-Calais region network, Richeval C, Labat L, Leroyer A. Blood and urinary levels of metals and metalloids in the general adult population of Northern France: The IMEPOGE study, 2008–2010. Int J Hyg Environ Health. 2017;220(2 Pt B):341–363. PubMed

Simić A, Hansen AF, Syversen T, Lierhagen S, Ciesielski TM, Romundstad PR, Midthjell K, Åsvold BO, Flaten TP. Trace elements in whole blood in the general population in Trøndelag County, Norway: the HUNT3 Survey. Sci Total Environ. 2022;806(Pt 4):150875. PubMed

Ng E, Lind PM, Lindgren C, Ingelsson E, Mahajan A, Morris A, Lind L. Genome-wide association study of toxic metals and trace elements reveals novel associations. Hum Mol Genet. 2015;24(16):4739–4745. PubMed PMC

da Silva FMRJ, Tavella RA, Fernandes CLF, Dos Santos M. Genetic damage in coal and uranium miners. Mutat Res Genet Toxicol Environ Mutagen. 2021;866:503348. PubMed

de Souza MR, Rohr P, Kahl VFS, Kvitko K, Cappetta M, Lopes WM, Simon D, da Silva J. The influence of polymorphisms of xenobiotic-metabolizing and DNA repair genes in DNA damage, telomere length and global DNA methylation evaluated in open-cast coal mining workers. Ecotoxicol Environ Saf. 2020;189:109975. PubMed

Elmhiri G, Gloaguen C, Grison S, Kereselidze D, Elie C, Tack K, Benderitter M, Lestaevel P, Legendre A, Souidi M. DNA methylation and potential multigenerational epigenetic effects linked to uranium chronic low-dose exposure in gonads of males and females rats. Toxicol Lett. 2018;282:64–70. PubMed

Su S, Jin Y, Zhang W, Yang L, Shen Y, Cao Y, Tong J. Aberrant promoter methylation of p16(INK4a) and O(6)-methylguanine-DNA methyltransferase genes in workers at a Chinese uranium mine. J Occup Health. 2006;48(4):261–266. PubMed

Liu KW, Feng H, Bachoo R, Kazlauskas A, Smith EM, Symes K, Hamilton RL, Nagane M, Nishikawa R, Hu B, Cheng SY. SHP-2/PTPN11 mediates gliomagenesis driven by PDGFRA and INK4A/ARF aberrations in mice and humans. J Clin Investig. 2011;121(3):905–917. PubMed PMC

Rekha PD, Arun AB. Role of PI3K-Akt and MAPK signaling in uranyl nitrate-induced nephrotoxicity. Biol Trace Elem Res. 2019;189(2):405–411. PubMed

Jumaah AS, Al-Haddad HS, Mahdi LH, Hatem E, Al-Janabi AAH, McAllister K, Yasseen AA. Increased PTEN gene expression in patients with endometrial carcinoma from areas of high risk depleted uranium exposure. BMC Res Notes. 2019;12(1):708. PubMed PMC

Yang J, Kantrow S, Sai J, Hawkins OE, Boothby M, Ayers GD, Young ED, Demicco EG, Lazar AJ, Lev D, Richmond A. INK4a/ARF inactivation with activation of the NF-κB/IL-6 pathway is sufficient to drive the development and growth of angiosarcoma. Cancer Res. 2012;72(18):4682–4695. PubMed PMC

Yang B, Wagner J, Damaschke N, Yao T, Wuerzberger-Davis SM, Lee MH, Svaren J, Miyamoto S, Jarrard DF. A novel pathway links oxidative stress to loss of insulin growth factor-2 (IGF2) imprinting through NF-κB activation. PLoS ONE. 2014;9(2):e88052. PubMed PMC

Saad AA, El-Sikaily A, Kamel MA, Kassem H, Abdel-Latif MS. Relationship between metal pollution and gene expression of insulin-like growth factor II. J Health Pollut. 2018;8(18):180608. PubMed PMC

Nye MD, Hoyo C, Murphy SK. In vitro lead exposure changes DNA methylation and expression of IGF2 and PEG1/MEST. Toxicol In Vitro. 2015;29(3):544–550. PubMed PMC

Li Y, Xie C, Murphy SK, Skaar D, Nye M, Vidal AC, Cecil KM, Dietrich KN, Puga A, Jirtle RL, Hoyo C. Lead exposure during early human development and DNA methylation of imprinted gene regulatory elements in adulthood. Environ Health Perspect. 2016;124(5):666–673. PubMed PMC

Raymond-Whish S, Mayer LP, O'Neal T, Martinez A, Sellers MA, Christian PJ, Marion SL, Begay C, Propper CR, Hoyer PB, Dyer CA. Drinking water with uranium below the U.S. EPA water standard causes estrogen receptor-dependent responses in female mice. Environ Health Perspect. 2007;115(12):1711–1716. PubMed PMC

Chen H, Li S, Liu J, Diwan BA, Barrett JC, Waalkes MP. Chronic inorganic arsenic exposure induces hepatic global and individual gene hypomethylation: implications for arsenic hepatocarcinogenesis. Carcinogenesis. 2004;25(9):1779–1786. PubMed

Wallace DR. Nanotoxicology and metalloestrogens: possible involvement in breast cancer. Toxics. 2015;3(4):390–413. PubMed PMC

Aquino NB, Sevigny MB, Sabangan J, Louie MC. The role of cadmium and nickel in estrogen receptor signaling and breast cancer: metalloestrogens or not? J Environ Sci Health C Environ Carcinog Ecotoxicol Rev. 2012;30(3):189–224. PubMed PMC

Asic A, Kurtovic-Kozaric A, Besic L, Mehinovic L, Hasic A, Kozaric M, Hukic M, Marjanovic D. Chemical toxicity and radioactivity of depleted uranium: the evidence from in vivo and in vitro studies. Environ Res. 2017;156:665–673. PubMed

Sen A, Heredia N, Senut MC, Land S, Hollocher K, Lu X, Dereski MO, Ruden DM. Multigenerational epigenetic inheritance in humans: DNA methylation changes associated with maternal exposure to lead can be transmitted to the grandchildren. Sci Rep. 2015;5:14466. PubMed PMC

Uhlén M, Fagerberg L, Hallström BM, Lindskog C, Oksvold P, Mardinoglu A, Sivertsson Å, Kampf C, Sjöstedt E, Asplund A, Olsson I, Edlund K, Lundberg E, Navani S, Szigyarto CA, Odeberg J, Djureinovic D, Takanen JO, Hober S, Alm T, Edqvist PH, Berling H, Tegel H, Mulder J, Rockberg J, Nilsson P, Schwenk JM, Hamsten M, von Feilitzen K, Forsberg M, Persson L, Johansson F, Zwahlen M, von Heijne G, Nielsen J, Pontén F. Proteomics. Tissue-based map of the human proteome. Science. 2015;347(6220):1260419. PubMed

Aloyan PG. Uranium-bearing geological formations of Armenia. 11. Yerevan: GEOID; 2010.

Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:i-xii:1–253. PubMed

Skalnaya MG, Skalny AV, Serebryansky EP, Yurasov VV, Skalnaya AA, Tinkov AA. ICP-DRC-MS analysis of serum essential and toxic element levels in postmenopausal prediabetic women in relation to glycemic control markers. J Trace Elem Med Biol. 2018;50:430–434. PubMed

Miller SA, Dykes DD, Polesky HF. A simple salting out procedure for extracting DNA from human nucleated cells. Nucleic Acids Res. 1988;16(3):1215. PubMed PMC

The human genome browser at UCSC. http://genome.ucsc.edu. Accessed 22 March 2020.

Arányi T, Váradi A, Simon I, Tusnády GE. The BiSearch web server. BMC Bioinform. 2006;7:431. PubMed PMC

Petrackova A, Vasinek M, Sedlarikova L, Dyskova T, Schneiderova P, Novosad T, Papajik T, Kriegova E. Standardization of sequencing coverage depth in NGS: recommendation for detection of clonal and subclonal mutations in cancer diagnostics. Front Oncol. 2019;9:851. PubMed PMC

Farrell C, Thompson M, Tosevska A, Oyetunde A, Pellegrini M. BiSulfite Bolt: a bisulfite sequencing analysis platform. Gigascience. 2021;10(5):giab033. PubMed PMC

Gao S, Zou D, Mao L, Liu H, Song P, Chen Y, Zhao S, Gao C, Li X, Gao Z, Fang X, Yang H, Ørntoft TF, Sørensen KD, Bolund L. BS-SNPer: SNP calling in bisulfite-seq data. Bioinformatics. 2015;31(24):4006–4008. PubMed PMC

Du P, Zhang X, Huang CC, Jafari N, Kibbe WA, Hou L, Lin SM. Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis. BMC Bioinform. 2010;11:587. PubMed PMC

Ritchie ME, Phipson B, Wu D, Hu Y, Law CW, Shi W, Smyth GK. Limma powers differential expression analyzes for RNA-sequencing and microarray studies. Nucleic Acids Res. 2015;43(7):e47. PubMed PMC

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