Effects of pesticide exposure on oxidative stress and DNA methylation urinary biomarkers in Czech adults and children from the CELSPAC-SPECIMEn cohort
Jazyk angličtina Země Nizozemsko Médium print-electronic
Typ dokumentu časopisecké články, práce podpořená grantem
PubMed
36716809
PubMed Central
PMC10009299
DOI
10.1016/j.envres.2023.115368
PII: S0013-9351(23)00160-3
Knihovny.cz E-zdroje
- Klíčová slova
- Current-use pesticides (CUPs), DNA methylation, Epigenetics, Oxidative stress, Urine,
- MeSH
- biologické markery metabolismus MeSH
- dospělí MeSH
- lidé MeSH
- metylace DNA MeSH
- oxidační stres MeSH
- pesticidy * analýza MeSH
- pyrethriny * moč MeSH
- vystavení vlivu životního prostředí analýza MeSH
- Check Tag
- dospělí MeSH
- lidé MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
- Geografické názvy
- Česká republika MeSH
- Názvy látek
- biologické markery MeSH
- pesticidy * MeSH
- pyrethriny * MeSH
Current-use pesticide (CUP) exposure occurs mainly through diet and environmental application in both agricultural and urban settings. While pesticide exposure has been associated with many adverse health outcomes, the intermediary molecular mechanisms are still not completely elucidated. Among others, their roles in epigenetics (DNA methylation) and DNA damage due to oxidative stress are presumed. Scientific evidence on urinary biomarkers of such body response in general population is limited, especially in children. A total of 440 urine samples (n = 110 parent-child pairs) were collected during the winter and summer seasons in order to describe levels of overall DNA methylation (5-mC, 5-mdC, 5-hmdC, 7-mG, 3-mA) and oxidative stress (8-OHdG) biomarkers and investigate their possible associations with metabolites of pyrethroids (3-PBA, t/c-DCCA), chlorpyrifos (TCPY), and tebuconazole (TEB-OH). Linear mixed-effects models accounting for intraindividual and intrahousehold correlations were utilized. We applied false discovery rate procedure to account for multiplicity and adjusted for potential confounding variables. Higher urinary levels of most biological response biomarkers were measured in winter samples. In adjusted repeated measures models, interquartile range (IQR) increases in pyrethroid metabolites were associated with higher oxidative stress. t/c-DCCA and TCPY were associated with higher urinary levels of cytosine methylation biomarkers (5-mC and/or 5-mdC). The most robust association was observed for tebuconazole metabolite with 3-mA (-15.1% change per IQR increase, 95% CI = -23.6, -5.69) suggesting a role of this pesticide in reduced demethylation processes through possible DNA glycosylase inhibition. Our results indicate an urgent need to extend the range of analyzed environmental chemicals such as azole pesticides (e.g. prothioconazole) in human biomonitoring studies. This is the first study to report urinary DNA methylation biomarkers in children and associations between CUP metabolites and a comprehensive set of biomarkers including methylated and oxidized DNA alterations. Observed associations warrant further large-scale research of these biomarkers and environmental pollutants including CUPs.
Institute for Risk Assessment Sciences Utrecht University Utrecht the Netherlands
RECETOX Faculty of Science Masaryk University Kotlarska 2 Brno Czech Republic
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Ait Bamai Y., Bastiaensen M., Araki A., Goudarzi H., Konno S., Ito S., Miyashita C., Yao Y., Covaci A., Kishi R. vol. 131. Environ Int.; 2019. (Multiple exposures to organophosphate flame retardants alter urinary oxidative stress biomarkers among children: the hokkaido study). PubMed DOI
Al Yahyaei, Ba . [Doctoral dissertation, University of Surrey; 2017. Design and Synthesis of Triazole-Based Inhibitors of the DNA Repair Enzyme Alkyladenine Glycosylase (AAG)https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.751834 British Library.
Alvarado S., Fernald R.D., Storey K.B., Szyf M. The dynamic nature of DNA methylation. Comparative Biology. 2014;54(1):68–76. doi: 10.2307/26369481. PubMed DOI PMC
Aouey B., Derbali M., Chtourou Y., Bouchard M., Khabir A., Fetoui H. Pyrethroid insecticide lambda-cyhalothrin and its metabolites induce liver injury through the activation of oxidative stress and proinflammatory gene expression in rats following acute and subchronic exposure. Environ. Sci. Pollut. Control Ser. 2017;24(6):5841–5856. doi: 10.1007/s11356-016-8323-4. PubMed DOI
Banerjee B.D., Seth V., Ahmed R.S. Pesticide-induced oxidative stress: perspectives and trends. Rev. Environ. Health. 2001;16(1):1–40. doi: 10.1515/reveh.2001.16.1.1. PubMed DOI
Barr D.B., Wilder L.C., Caudill S.P., Gonzalez A.J., Needham L.L., Pirkle J.L. Urinary creatinine concentrations in the U.S. population: implications for urinary biologic monitoring measurements. EHP (Environ. Health Perspect.) 2005;113(2):192–200. doi: 10.1289/ehp.7337. PubMed DOI PMC
Bearer C.F. How are children different from adults? Environ. Health Perspect. 1995;103(Suppl. 6):7–12. PubMed PMC
Becker K., Seiwert M., Angerer J., Kolossa-Gehring M., Hoppe H.W., Ball M., Schulz C., Thumulla J., Seifert B. GerES IV Pilot Study: assessment of the exposure of German children to organophosphorus and pyrethroid pesticides. Int. J. Hyg Environ. Health. 2006;209(3):221–233. doi: 10.1016/j.ijheh.2005.12.002. PubMed DOI
Benedetti D., Lopes Alderete B., de Souza C.T., Ferraz Dias J., Niekraszewicz L., Cappetta M., Martínez-López W., da Silva J. DNA damage and epigenetic alteration in soybean farmers exposed to complex mixture of pesticides. Mutagenesis. 2018;33(1):87–95. doi: 10.1093/mutage/gex035. PubMed DOI
Benitez-Trinidad A.B., Medina-Díaz I.M., Bernal-Hernández Y.Y., Barrón-Vivanco B.S., González-Arias C.A., Herrera-Moreno J.F., Alvarado-Cruz I., Quintanilla-Vega B., Rojas-García A.E. Relationship between LINE-1 methylation pattern and pesticide exposure in urban sprayers. Food Chem. Toxicol. 2018;113:125–133. doi: 10.1016/j.fct.2018.01.035. PubMed DOI
Benjamini Y., Yekutieli D. False discovery rate-adjusted multiple confidence intervals for selected parameters. J. Am. Stat. Assoc. 2005;100(469):71–81. doi: 10.1198/016214504000001907. DOI
Bláhová, L., Janoš, T., Mustieles, V., Rodríguez-Carrillo, A., Fernández, M.F., Bláha, L., 2023. Rapid extraction and analysis of oxidative stress and DNA damage biomarker 8- hydroxy-2’-deoxyguanosine (8-OHdG) in urine: application to a study with pregnant women. Int. J. Hyg. Environ. Health. Under review. PubMed PMC
Capita R., Alonso-Calleja C. Differences in reported winter and summer dietary intakes in young adults in Spain. Int. J. Food Sci. Nutr. 2005;56(6):431–443. doi: 10.1080/09637480500407875. PubMed DOI
EFSA (European Food Safety Authority) Carrasco Cabrera L., Medina Pastor P. The 2019 European Union report on pesticide residues in food. EFSA J. 2021;19(4) doi: 10.2903/j.efsa.2021.6491. 6491, 89. PubMed DOI PMC
Chang C., Chen M., Gao J., Luo J., Wu K., Dong T., Zhou K., He X., Hu W., Wu W., Lu C., Hang B., Meeker J.D., Wang X., Xia Y. Current pesticide profiles in blood serum of adults in Jiangsu Province of China and a comparison with other countries. Environ. Int. 2017;102:213–222. doi: 10.1016/j.envint.2017.03.004. PubMed DOI
Chen Z.X., Riggs A.D. DNA methylation and demethylation in mammal. J. Biol. Chem. 2011;286(21):18347–18353. doi: 10.1074/jbc.R110.205286. PubMed DOI PMC
Cista . 2022. Pesticide Use in Czech Republic.https://eagri.cz/public/web/ukzuz/portal/pripravky-na-or/ucinne-latky-v-por-statistika-spotreba/spotreba-pripravku-na-or/spotreba-v-jednotlivych-letech/ [WWW Document]. Czech Repub. – Usage Act. Subst. 2020. URL. accessed 7.14.22.
Collotta M., Bertazzi P.A., Bollati V. Epigenetics and pesticides. Toxicology. 2013;307:35–41. doi: 10.1016/j.tox.2013.01.017. PubMed DOI
Człapka-Matyasik M., Ast K. Total antioxidant capacity and its dietary sources and seasonal variability in diets of women with different physical activity levels. Pol. J. Food Nutr. Sci. 2014;64(4):267–276. doi: 10.2478/pjfns-2013-0026. DOI
de Prins S., Koppen G., Jacobs G., Dons E., van de Mieroop E., Nelen V., Fierens F., Int Panis L., de Boever P., Cox B., Nawrot T.S., Schoeters G. Influence of ambient air pollution on global DNA methylation in healthy adults: a seasonal follow-up. Environ. Int. 2013;59:418–424. doi: 10.1016/j.envint.2013.07.007. PubMed DOI
Declerck K., Remy S., Wohlfahrt-Veje C., Main K.M., van Camp G., Schoeters G., vanden Berghe W., Andersen H.R. Interaction between prenatal pesticide exposure and a common polymorphism in the PON1 gene on DNA methylation in genes associated with cardio-metabolic disease risk—an exploratory study. Clin. Epigenet. 2017;9(1) doi: 10.1186/s13148-017-0336-4. PubMed DOI PMC
Dereumeaux C., Saoudi A., Goria S., Wagner V., de Crouy-Chanel P., Pecheux M., Berat B., Zaros C., Guldner L. Urinary levels of pyrethroid pesticides and determinants in pregnant French women from the Elfe cohort. Environ. Int. 2018;119:89–99. doi: 10.1016/J.ENVINT.2018.04.042. PubMed DOI
Dereumeaux C., Fillol C., Quenel P., Denys S. Pesticide exposures for residents living close to agricultural lands: a review. Environ. Int. 2020;134 doi: 10.1016/j.envint.2019.105210. PubMed DOI
di Minno A., Turnu L., Porro B., Squellerio I., Cavalca V., Tremoli E., di Minno M.N.D. 8-Hydroxy-2-Deoxyguanosine levels and cardiovascular disease: a systematic review and meta-analysis of the literature. Antioxidants Redox Signal. 2016;24(Issue 10):548–555. doi: 10.1089/ars.2015.6508. Mary Ann Liebert Inc. PubMed DOI PMC
Fleming A.M., Alshykhly O., Zhu J., Muller J.G., Burrows C.J. Rates of chemical cleavage of DNA and RNA oligomers containing guanine oxidation products. Chem. Res. Toxicol. 2015;28(6):1292–1300. doi: 10.1021/acs.chemrestox.5b00096. PubMed DOI PMC
Fu D., Calvo J.A., Samson L.D. Balancing repair and tolerance of DNA damage caused by alkylating agents. Nat. Rev. Cancer. 2012;12(Issue 2):104–120. doi: 10.1038/nrc3185. PubMed DOI PMC
Gątarek P., Kałużna-Czaplińska J., Pawełczyk M., Jastrzębski K., Giebułtowicz J., Głąbiński A., Bobrowska-Korczak B. LC-MS/MS determination of modified nucleosides in the urine of Parkinson's disease and parkinsonian Syndromes Patients. Molecules. 2020;25(21) doi: 10.3390/molecules25214959. PubMed DOI PMC
Gehring M., Reik W., Henikoff S. DNA demethylation by DNA repair. Trends Genet. 2009;25(Issue 2):82–90. doi: 10.1016/j.tig.2008.12.001. PubMed DOI
Gervin K., Andreassen B.K., Hjorthaug H.S., Carlsen K.C.L., Carlsen K.H., Undlien D.E., Lyle R., Munthe-Kaas M.C. Intra-individual changes in DNA methylation not mediated by cell-type composition are correlated with aging during childhood. Clin. Epigenet. 2016;8(1) doi: 10.1186/s13148-016-0277-3. PubMed DOI PMC
González-Alzaga B., Lacasaña M., Aguilar-Garduño C., Rodríguez-Barranco M., Ballester F., Rebagliato M., Hernández A.F. A systematic review of neurodevelopmental effects of prenatal and postnatal organophosphate pesticide exposure. Toxicol. Lett. 2014;230(2):104–121. doi: 10.1016/j.toxlet.2013.11.019. PubMed DOI
Graille M., Wild P., Sauvain J.J., Hemmendinger M., Canu I.G., Hopf N.B. Urinary 8-OHDG as a biomarker for oxidative stress: a systematic literature review and meta-analysis. Int. J. Mol. Sci. 2020;21(11):1–25. doi: 10.3390/ijms21113743. PubMed DOI PMC
Guo C., Ding P., Xie C., Ye C., Ye M., Pan C., Cao X., Zhang S., Zheng S. Potential application of the oxidative nucleic acid damage biomarkers in detection of diseases. Oncotarget. 2017;8(Issue 43) www.impactjournals.com/oncotarget www.impactjournals.com/oncotarget/ Oncotarget 75767. PubMed PMC
Hu C.W., Lin B.H., Chao M.R. Quantitative determination of urinary N3-methyladenine by isotope-dilution LC-MS/MS with automated solid-phase extraction. Int. J. Mass Spectrom. 2011;304(2–3):68–73. doi: 10.1016/j.ijms.2010.04.003. DOI
Hu C.W., Liu H.H., Li Y.J., Chao M.R. Direct analysis of 5-methylcytosine and 5-methyl-2′-deoxycytidine in human urine by isotope dilution LC-MS/MS: correlations with N-methylated purines and oxidized DNA lesions. Chem. Res. Toxicol. 2012;25(2):462–470. doi: 10.1021/tx2004954. PubMed DOI
Jacobson M.H., Wu Y., Liu M., Attina T.M., Naidu M., Karthikraj R., Kannan K., Warady B.A., Furth S., Vento S., Trachtman H., Trasande L. Serially assessed bisphenol A and phthalate exposure and association with kidney function in children with chronic kidney disease in the US and Canada: a longitudinal cohort study. PLoS Med. 2020;17(10) doi: 10.1371/journal.pmed.1003384. PubMed DOI PMC
Jørgensen L.N., Heick T.M. vol. 11. Frontiers Media S.A; 2021. Azole use in agriculture, horticulture, and wood preservation – is it indispensable? (Frontiers in Cellular and Infection Microbiology). PubMed DOI PMC
Kale M., Rathore N., John S., Bhatnagar D. Lipid peroxidative damage on pyrethroid exposure and alterations in antioxidant status in rat erythrocytes: a possible involvement of reactive oxygen species. Toxicol. Lett. 1999;105 PubMed
Kim K.H., Kabir E., Jahan S.A. Exposure to pesticides and the associated human health effects. Sci. Total Environ. 2017;575:525–535. doi: 10.1016/j.scitotenv.2016.09.009. PubMed DOI
Kordas K., Roy A., Vahter M., Ravenscroft J., Mañay N., Peregalli F., Martínez G., Queirolo E.I. Multiple-metal exposure, diet, and oxidative stress in Uruguayan school children. Environ. Res. 2018;166:507–515. doi: 10.1016/j.envres.2018.06.028. PubMed DOI PMC
Koureas M., Tsakalof A., Tsatsakis A., Hadjichristodoulou C. Systematic review of biomonitoring studies to determine the association between exposure to organophosphorus and pyrethroid insecticides and human health outcomes. Toxicol. Lett. 2012;210(2):155–168. doi: 10.1016/j.toxlet.2011.10.007. PubMed DOI
Lovreglio P., Stufano A., Andreoli R., Tomasi C., Cagnazzi P., Barbieri A., Soleo L., de Palma G. Urinary biomarkers of nucleic acid oxidation and methylation in workers exposed to low concentrations of benzene. Toxicol. Lett. 2020;331:235–241. doi: 10.1016/j.toxlet.2020.06.010. PubMed DOI
Lubin J.H., Colt J.S., Camann D., Davis S., Cerhan J.R., Severson R.K., Bernstein L., Hartge P. Epidemiologic evaluation of measurement data in the presence of detection limits. EHP (Environ. Health Perspect.) 2004;112(17):1691–1696. doi: 10.1289/ehp.7199. PubMed DOI PMC
Makris K.C., Efthymiou N., Konstantinou C., Anastasi E., Schoeters G., Kolossa-Gehring M., Katsonouri A. Oxidative stress of glyphosate, AMPA and metabolites of pyrethroids and chlorpyrifos pesticides among primary school children in Cyprus. Environ. Res. 2022;212 doi: 10.1016/j.envres.2022.113316. PubMed DOI
Md Meftaul I., Venkateswarlu K., Dharmarajan R., Annamalai P., Megharaj M. Pesticides in the urban environment: a potential threat that knocks at the door. Sci. Total Environ. 2020;711 doi: 10.1016/j.scitotenv.2019.134612. PubMed DOI
Morera-Fumero A.L., Abreu-Gonzalez P., Henry-Benitez M., Fernandez-Lopez L., Diaz-Mesa E., del Rosario Cejas-Mendez M., Guillen-Pino F. Day/night and summer/winter changes in serum total antioxidant capacity. Med. Chem. 2018;14(3):225–229. doi: 10.2174/1573406413666171002123158. PubMed DOI PMC
Neofytou E., Tzortzaki E.G., Chatziantoniou A., Siafakas N.M. DNA damage due to oxidative stress in chronic obstructive pulmonary disease (COPD) Int. J. Mol. Sci. 2012;13(12):16853–16864. doi: 10.3390/ijms131216853. PubMed DOI PMC
Nougadère A., Sirot V., Kadar A., Fastier A., Truchot E., Vergnet C., Hommet F., Baylé J., Gros P., Leblanc J.C. Total diet study on pesticide residues in France: levels in food as consumed and chronic dietary risk to consumers. Environ. Int. 2012;45(1):135–150. doi: 10.1016/j.envint.2012.02.001. PubMed DOI
Oerlemans A., Figueiredo D.M., Mol J.G.J., Nijssen R., Anzion R.B.M., van Dael M.F.P., Duyzer J., Roeleveld N., Russel F.G.M., Vermeulen R.C.H., Scheepers P.T.J. Personal exposure assessment of pesticides in residents: the association between hand wipes and urinary biomarkers. Environ. Res. 2021;199 doi: 10.1016/J.ENVRES.2021.111282. PubMed DOI
Onishi A., Sugiyama H., Kitagawa M., Yamanari T., Tanaka K., Ogawa-Akiyama A., Kano Y., Mise K., Tanabe K., Morinaga H., Kinomura M., Uchida H.A., Wada J. Disease Markers; 2019. Urine 5MedC, a Marker of DNA Methylation, in the Progression of Chronic Kidney Disease. 2019. PubMed DOI PMC
Ottenbros I., Lebret E., Huber C., Lommen A., Antignac J.P., Čupr P., Šulc L., Mikeš O., Szigeti T., Középesy S., Martinsone I., Martinsone Z., Akulova L., Pardo O., Fernández S.F., Coscollá C., Pedraza-Diaz S., Krauss M., Debrauwer L., et al. Assessment of exposure to pesticide mixtures in five European countries by a harmonized urinary suspect screening approach. Int. J. Hyg Environ. Health. 2023;vol. 248 doi: 10.1016/j.ijheh.2022.114105. Elsevier GmbH. PubMed DOI
Ougier E., Ganzleben C., Lecoq P., Bessems J., David M., Schoeters G., Lange R., Meslin M., Uhl M., Kolossa-Gehring M., Rousselle C., Vicente J.L. Chemical prioritisation strategy in the European human biomonitoring initiative (HBM4EU) – development and results. Int. J. Hyg Environ. Health. 2021;236 doi: 10.1016/j.ijheh.2021.113778. PubMed DOI
Paciência I., Madureira J., Rufo J., Moreira A., Fernandes E. de O. A systematic review of evidence and implications of spatial and seasonal variations of volatile organic compounds (VOC) in indoor human environments. J. Toxicol. Environ. Health B Crit. Rev. 2016;19(Issue 2):47–64. doi: 10.1080/10937404.2015.1134371. Taylor and Francis Inc. PubMed DOI
Pan Y., Jing J., Yeung L.W.Y., Sheng N., Zhang H., Yao B., Dai J. Associations of urinary 5-methyl-2′-deoxycytidine and 5-hydroxymethyl-2′-deoxycytidine with phthalate exposure and semen quality in 562 Chinese adult men. Environ. Int. 2016;94:583–590. doi: 10.1016/j.envint.2016.06.020. PubMed DOI
R Core Team . 2021. R: A Language and Environment for Statistical Computing. 4.1.1.
Robertson K.D. DNA methylation and human disease. Nat. Rev. Genet. 2005;6(8):597–610. doi: 10.1038/nrg1655. PubMed DOI
Ruiz-Hernandez A., Kuo C.C., Rentero-Garrido P., Tang W.Y., Redon J., Ordovas J.M., Navas-Acien A., Tellez-Plaza M. Environmental chemicals and DNA methylation in adults: a systematic review of the epidemiologic evidence. In Clinical Epigenetics. Springer Verlag. 2015;7(Issue 1) doi: 10.1186/s13148-015-0055-7. PubMed DOI PMC
Rusiecki J.A., Beane Freeman L.E., Bonner M.R., Alexander M., Chen L., Andreotti G., Barry K.H., Moore L.E., Byun H.M., Kamel F., Alavanja M., Hoppin J.A., Baccarelli A. High pesticide exposure events and DNA methylation among pesticide applicators in the agricultural health study. Environ. Mol. Mutagen. 2017;58(1):19–29. doi: 10.1002/em.22067. PubMed DOI PMC
Sabarwal A., Kumar K., Singh R.P. Hazardous effects of chemical pesticides on human health–Cancer and other associated disorders. Environ. Toxicol. Pharmacol. 2018;63(September):103–114. doi: 10.1016/j.etap.2018.08.018. PubMed DOI
Saillenfait A.M., Ndiaye D., Sabaté J.P. Pyrethroids: exposure and health effects - an update. Int. J. Hyg Environ. Health. 2015;218(3):281–292. doi: 10.1016/j.ijheh.2015.01.002. PubMed DOI
Sapbamrer R., Hongsibsong S., Khacha-Ananda S. Urinary organophosphate metabolites and oxidative stress in children living in agricultural and urban communities. Environ. Sci. Pollut. Control Ser. 2020;27(20):25715–25726. doi: 10.1007/s11356-020-09037-z. PubMed DOI
Sauvé J.F., Lévesque M., Huard M., Drolet D., Lavoué J., Tardif R., Truchon G. Creatinine and specific gravity normalization in biological monitoring of occupational exposures. J. Occup. Environ. Hyg. 2015;12(2):123–129. doi: 10.1080/15459624.2014.955179. PubMed DOI
Sharma R.K., Upadhyay G., Siddiqi N.J., Sharma B. Pesticides-induced biochemical alterations in occupational North Indian suburban population. Hum. Exp. Toxicol. 2013;32(11):1213–1227. doi: 10.1177/0960327112474835. PubMed DOI
Shrier I., Platt R.W. Reducing bias through directed acyclic graphs. BMC Med. Res. Methodol. 2008;8:1–15. doi: 10.1186/1471-2288-8-70. PubMed DOI PMC
Šulc L., Janoš T., Figueiredo D., Ottenbros I., Šenk P., Mikeš O., Huss A., Čupr P. Pesticide exposure among Czech adults and children from the CELSPAC-SPECIMEn cohort: urinary biomarker levels and associated health risks. Environ. Res. 2022;214 doi: 10.1016/j.envres.2022.114002. PubMed DOI
Valavanidis A., Vlachogianni T., Fiotakis C. 8-Hydroxy-2′ -deoxyguanosine (8-OHdG): a critical biomarker of oxidative stress and carcinogenesis. J. Environ. Sci. Health C Environ. Carcinog. Ecotoxicol. Rev. 2009;27(2):120–139. doi: 10.1080/10590500902885684. PubMed DOI
van der Plaat D.A., de Jong K., de Vries M., van Diemen C.C., Nedeljkovic I., Amin N., Kromhout H., Vermeulen R., Postma D.S., van Duijn C.M., Boezen H.M., Vonk J.M. Occupational exposure to pesticides is associated with differential DNA methylation. Occup. Environ. Med. 2018;75(6):427–435. doi: 10.1136/oemed-2017-104787. PubMed DOI PMC
Wang L., Liu Z., Zhang J., Wu Y., Sun H. Chlorpyrifos exposure in farmers and urban adults: metabolic characteristic, exposure estimation, and potential effect of oxidative damage. Environ. Res. 2016;149:164–170. doi: 10.1016/j.envres.2016.05.011. PubMed DOI
Wei M., Wang P., Wan Y., Jiang Y., Song W., He Z., Wang Q. Urinary parabens and their derivatives associated with oxidative stress biomarkers in children from South and Central China: repeated measures. Sci. Total Environ. 2022;817 doi: 10.1016/j.scitotenv.2021.152639. PubMed DOI
Zepeda-Arce R., Rojas-García A.E., Benitez-Trinidad A., Herrera-Moreno J.F., Medina-Díaz I.M., Barrón-Vivanco B.S., Villegas G.P., Hernández-Ochoa I., Sólis Heredia M. de J., Bernal-Hernández Y.Y. Oxidative stress and genetic damage among workers exposed primarily to organophosphate and pyrethroid pesticides. Environ. Toxicol. 2017;32(6):1754–1764. doi: 10.1002/tox.22398. PubMed DOI
Zhu Z.Z., Hou L., Bollati V., Tarantini L., Marinelli B., Cantone L., Yang A.S., Vokonas P., Lissowska J., Fustinoni S., Pesatori A.C., Bonzini M., Apostoli P., Costa G., Bertazzi P.A., Chow W.H., Schwartz J., Baccarelli A. Predictors of global methylation levels in blood DNA of healthy subjects: a combined analysis. Int. J. Epidemiol. 2012;41(1):126–139. doi: 10.1093/ije/dyq154. PubMed DOI PMC