Abstract
Background
Bisphenol-A (BPA) and parabens are common endocrine-disrupting compounds (EDCs) that are used extensively in consumer products worldwide and are widely found in the environment.
Objective
The purpose of this study was to comprehensively explore the correlations between urinary BPA/parabens levels and liver injury/function markers.
Methods
In this cross-sectional study, we used National Health and Nutrition Examination Survey (NHANES) data from 2011 to 2016. The exposure variables were urinary BPA and four urinary parabens [methylparaben (MPB), ethylparaben (EPB), propylparaben (PPB), and butylparaben (BPB)], while the outcome variables were indicators of liver function/injury [alanine aminotransferase (ALT), aspartate aminotransferase (AST), AST/ ALT, albumin (ALB), total protein (TP), total bilirubin (TBIL), alkaline phosphatase (ALP), and the fibrosis-4 index (FIB-4)]. Multiple linear regression and weighted quantile sum (WQS) regression analyses were applied to explore the relationships between the individual/combined exposure variables and the liver injury/function indicators, respectively. Furthermore, stratified analysis was employed to detect the associations influenced by age and sex.
Results
A total of 2,179 adults were eligible for the present analysis. Multivariate linear regression analysis revealed positive associations of EPB with AST, ALT, TP, and FIB-4 scores and negative associations of BPA with TP and ALB. The effects of urinary parabens on adverse outcomes in the liver (AST and ALT) were significant in the female and middle-aged subgroups. In addition, the WQS analysis revealed that the mixture of four compounds was negatively associated with ALB. BPA had the greatest effect on the serum ALB concentration (weight = 0.688).
Impact
-
Our present study provided novel evidence of significant associations between BPA or certain parabens and numerous markers of liver injury/function indicators. We found that higher urinary BPA concentrations were associated with worse liver function. Exposure to high EPB/PPB ratios was significantly associated with biomarkers of liver injury.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 6 print issues and online access
$259.00 per year
only $43.17 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Data availability
Publicly available datasets were analyzed in this study. This data can be found here: https://www.cdc.gov/nchs/nhanes/index.htm.
References
Qian H, Chao X, Williams J, Fulte S, Li T, Yang L, et al. Autophagy in liver diseases: a review. Mol Asp Med. 2021;82:100973.
Trefts E, Gannon M, Wasserman DH. The liver. Curr Biol. 2017;27:R1147–51.
Kostallari E, Valainathan S, Biquard L, Shah VH, Rautou PE. Role of extracellular vesicles in liver diseases and their therapeutic potential. Adv Drug Deliv Rev. 2021;175:113816.
Wang C, Ma C, Gong L, Guo Y, Fu K, Zhang Y, et al. Macrophage polarization and its role in liver disease. Front Immunol. 2021;12:803037.
Barouki R, Samson M, Blanc EB, Colombo M, Zucman-Rossi J, Lazaridis KN, et al. The exposome and liver disease—how environmental factors affect liver health. J Hepatol. 2023;79:492–505.
Souza MCO, Rocha BA, Adeyemi JA, Nadal M, Domingo JL, Barbosa F Jr. Legacy and emerging pollutants in Latin America: a critical review of occurrence and levels in environmental and food samples. Sci Total Environ. 2022;848:157774.
Buttke DE, Sircar K, Martin C. Exposures to endocrine-disrupting chemicals and age of menarche in adolescent girls in NHANES (2003-2008). Environ Health Perspect. 2012;120:1613–8.
Braun JM. Early-life exposure to EDCs: role in childhood obesity and neurodevelopment. Nat Rev Endocrinol. 2017;13:161–73.
Modica R, Benevento E, Colao A. Endocrine-disrupting chemicals (EDCs) and cancer: new perspectives on an old relationship. J Endocrinol Invest. 2023;46:667–77.
Ismanto A, Hadibarata T, Kristanti RA, Maslukah L, Safinatunnajah N, Kusumastuti W. Endocrine disrupting chemicals (EDCs) in environmental matrices: Occurrence, fate, health impact, physio-chemical and bioremediation technology. Environ Pollut. 2022;302:119061.
Le Magueresse-Battistoni B. Endocrine disrupting chemicals and metabolic disorders in the liver: what if we also looked at the female side? Chemosphere. 2021;268:129212.
Cano R, Perez JL, Davila LA, Ortega A, Gomez Y, Valero-Cedeno NJ, et al. Role of endocrine-disrupting chemicals in the pathogenesis of non-alcoholic fatty liver disease: a comprehensive review. Int J Mol Sci. 2021;22:4807.
Chen Y, Wang Y, Cui Z, Liu W, Liu B, Zeng Q, et al. Endocrine disrupting chemicals: a promoter of non-alcoholic fatty liver disease. Front Public Health. 2023;11:1154837.
Ahn C, Jeung EB. Endocrine-disrupting chemicals and disease endpoints. Int J Mol Sci. 2023;24:5342.
Liao C, Liu F, Kannan K. Occurrence of and dietary exposure to parabens in foodstuffs from the United States. Environ Sci Technol. 2013;47:3918–25.
Jeong Y, Xue J, Park KJ, Kannan K, Moon HB. Tissue-specific accumulation and body burden of parabens and their metabolites in small cetaceans. Environ Sci Technol. 2019;53:475–81.
Gao Y, Hu X, Deng C, Wang M, Niu X, Luo N, et al. New insight into molecular mechanism of P450-Catalyzed metabolism of emerging contaminants and its consequence for human health: a case study of preservative methylparaben. Environ Int. 2023;174:107890.
Ren Y, Shi X, Mu J, Liu S, Qian X, Pei W, et al. Chronic exposure to parabens promotes non-alcoholic fatty liver disease in association with the changes of the gut microbiota and lipid metabolism. Food Funct. 2024;15:1562–74.
Midya V, Colicino E, Conti DV, Berhane K, Garcia E, Stratakis N, et al. Association of prenatal exposure to endocrine-disrupting chemicals with liver injury in children. JAMA Netw Open. 2022;5:e2220176.
Rezg R, El-Fazaa S, Gharbi N, Mornagui B. Bisphenol A and human chronic diseases: current evidences, possible mechanisms, and future perspectives. Environ Int. 2014;64:83–90.
Zeng JY, Chen PP, Liu C, Deng YL, Miao Y, Zhang M, et al. Bisphenol A analogues in associations with serum hormone levels among reproductive-aged Chinese men. Environ Int. 2022;167:107446.
Chen D, Kannan K, Tan H, Zheng Z, Feng YL, Wu Y, et al. Bisphenol analogues other than BPA: environmental occurrence, human exposure, and toxicity-a review. Environ Sci Technol. 2016;50:5438–53.
Gerona RR, Woodruff TJ, Dickenson CA, Pan J, Schwartz JM, Sen S, et al. Bisphenol-A (BPA), BPA glucuronide, and BPA sulfate in midgestation umbilical cord serum in a northern and central California population. Environ Sci Technol. 2013;47:12477–85.
Ma Y, Liu H, Wu J, Yuan L, Wang Y, Du X, et al. The adverse health effects of bisphenol A and related toxicity mechanisms. Environ Res. 2019;176:108575.
Verstraete SG, Wojcicki JM, Perito ER, Rosenthal P. Bisphenol a increases risk for presumed non-alcoholic fatty liver disease in Hispanic adolescents in NHANES 2003-2010. Environ Health. 2018;17:12.
Peng J, Du L-L, Ma Q-L. Serum glycolipids mediate the relationship of urinary bisphenols with NAFLD: analysis of a population-based, cross-sectional study. Environ Health. 2023;21:124.
Kim D, Yoo ER, Li AA, Cholankeril G, Tighe SP, Kim W, et al. Elevated urinary bisphenol A levels are associated with non-alcoholic fatty liver disease among adults in the United States. Liver Int. 2019;39:1335–42.
An SJ, Yang E-J, Oh S, Park KJ, Kim T, Hong Y-P, et al. The association between urinary bisphenol A levels and nonalcoholic fatty liver disease in Korean adults: Korean National Environmental Health Survey (KoNEHS) 2015-2017. Environ Health Prev Med. 2021;26:91.
Linillos-Pradillo B, Rancan L, Paredes SD, Schlumpf M, Lichtensteiger W, Vara E, et al. Low dose of BPA induces liver injury through oxidative stress, inflammation and apoptosis in long-evans lactating rats and its perinatal effect on female PND6 offspring. Int J Mol Sci. 2023;24:4585.
Baralić K, Pavić A, Javorac D, Živančević K, Božić D, Radaković N, et al. Comprehensive investigation of hepatotoxicity of the mixture containing phthalates and bisphenol A. J Hazard Mater. 2023;445:130404.
Dufour DR, Lott JA, Nolte FS, Gretch DR, Koff RS, Seeff LB. Diagnosis and monitoring of hepatic injury. II. Recommendations for use of laboratory tests in screening, diagnosis, and monitoring. Clin Chem. 2000;46:2050–68.
Yu L, Yang M, Cheng M, Fan L, Wang X, Xu T, et al. Associations between urinary phthalate metabolite concentrations and markers of liver injury in the US adult population. Environ Int. 2021;155:106608.
Li W, Xiao H, Wu H, Xu X, Zhang Y. Organophosphate pesticide exposure and biomarkers of liver injury/liver function. Liver Int. 2022;42:2713–23.
Liu Y, Ozodiegwu ID, Nickel JC, Wang K, Iwasaki LR. Self-reported health and behavioral factors are associated with metabolic syndrome in Americans aged 40 and over. Prev Med Rep. 2017;7:193–7.
Zhou J, Meng X, Deng L, Liu N. Non-linear associations between metabolic syndrome and four typical heavy metals: data from NHANES 2011-2018. Chemosphere. 2022;291:132953.
Golabi P, Paik JM, Harring M, Younossi E, Kabbara K, Younossi ZM. Prevalence of high and moderate risk nonalcoholic fatty liver disease among adults in the United States, 1999-2016. Clin Gastroenterol Hepatol. 2022;20:2838–47.e7.
Bao W, Liu B, Rong S, Dai SY, Trasande L, Lehmler HJ. Association between bisphenol A exposure and risk of all-cause and cause-specific mortality in US adults. JAMA Netw Open. 2020;3:e2011620.
Weidemann D, Kuo CC, Navas-Acien A, Abraham AG, Weaver V, Fadrowski J. Association of arsenic with kidney function in adolescents and young adults: results from the National Health and Nutrition Examination Survey 2009-2012. Environ Res. 2015;140:317–24.
Yao Z, Li J, Guan Z, Ye Y, Chen Y. Liver disease screening based on densely connected deep neural networks. Neural Netw. 2020;123:299–304.
McGill MR. The past and present of serum aminotransferases and the future of liver injury biomarkers. EXCLI J. 2016;15:817–28.
Nielsen MJ, Leeming DJ, Goodman Z, Friedman S, Frederiksen P, Rasmussen DGK, et al. Comparison of ADAPT, FIB-4 and APRI as non-invasive predictors of liver fibrosis and NASH within the CENTAUR screening population. J Hepatol. 2021;75:1292–300.
Amernia B, Moosavy SH, Banookh F, Zoghi G. FIB-4, APRI, and AST/ALT ratio compared to FibroScan for the assessment of hepatic fibrosis in patients with non-alcoholic fatty liver disease in Bandar Abbas, Iran. BMC Gastroenterol. 2021;21:453.
Asahi J, Kamo H, Baba R, Doi Y, Yamashita A, Murakami D, et al. Bisphenol A induces endoplasmic reticulum stress-associated apoptosis in mouse non-parenchymal hepatocytes. Life Sci. 2010;87:431–8.
Nakagawa Y, Moore G. Role of mitochondrial membrane permeability transition in p-hydroxybenzoate ester-induced cytotoxicity in rat hepatocytes. Biochem Pharm. 1999;58:811–6.
Lee S, Lee HA, Park B, Han H, Park BH, Oh SY, et al. A prospective cohort study of the association between bisphenol A exposure and the serum levels of liver enzymes in children. Environ Res. 2018;161:195–201.
Nicolucci C, Erric S, Federico A, Dallio M, Loguercio C, Diano N. Human exposure to Bisphenol A and liver health status: quantification of urinary and circulating levels by LC-MS/MS. J Pharm Biomed Anal. 2017;140:105–12.
Hu C, Sun B, Tang L, Liu M, Huang Z, Zhou X, et al. Hepatotoxicity caused by methylparaben in adult zebrafish. Aquat Toxicol. 2022;250:106255.
Maduranga Karunarathne WAH, Choi YH, Park SR, Lee CM, Kim GY. Bisphenol A inhibits osteogenic activity and causes bone resorption via the activation of retinoic acid-related orphan receptor α. J Hazard Mater. 2022;438:129458.
Dutta S, Sengupta P, Bagchi S, Chhikara BSS, Pavlik A, Slama P, et al. Reproductive toxicity of combined effects of endocrine disruptors on human reproduction. Front Cell Dev Biol. 2023;11:1162015.
Yu Y, Li W, Lu S, Wu S, Wang F, Tse LA, et al. Urinary parabens in adults from South China: implications for human exposure and health risks. Ecotoxicol Environ Saf. 2019;182:109419.
Montazeri P, Thomsen C, Casas M, de Bont J, Haug LS, Maitre L, et al. Socioeconomic position and exposure to multiple environmental chemical contaminants in six European mother-child cohorts. Int J Hyg Environ Health. 2019;222:864–72.
Molina-López AM, Bujalance-Reyes F, Urbano MT, Lora-Benítez A, Ayala-Soldado N, Moyano-Salvago R. Analysis of blood biochemistry and pituitary-gonadal histology after chronic exposure to bisphenol-A of mice. Int J Environ Res Public Health. 2022;19:13894.
Chen CY, Sun CY, Hsu HJ, Wu IW, Chen YC, Lee CC. Xenoestrogen exposure and kidney function in the general population: results of a community-based study by laboratory tests and questionnaire-based interviewing. Environ Int. 2021;155:106585.
Gu J, Huang X, Liu H, Dong D, Sun X. A mutispectroscopic study on the structure-affinity relationship of the interactions of bisphenol analogues with bovine serum albumin. Chemosphere. 2022;291:132769.
Mohammadzadeh-Aghdash H, Akbari N, Esazadeh K, Ezzati Nazhad Dolatabadi J. Molecular and technical aspects on the interaction of serum albumin with multifunctional food preservatives. Food Chem. 2019;293:491–8.
Li C, Zhao Y, Liu S, Yang D, Ma H, Zhu Z, et al. Exposure of Chinese adult females to parabens from personal care products: estimation of intake via dermal contact and health risks. Environ Pollut. 2021;272:116043.
Kang HS, Kyung MS, Ko A, Park JH, Hwang MS, Kwon JE, et al. Urinary concentrations of parabens and their association with demographic factors: a population-based cross-sectional study. Environ Res. 2016;146:245–51.
Engeli RT, Rohrer SR, Vuorinen A, Herdlinger S, Kaserer T, Leugger S, et al. Interference of paraben compounds with estrogen metabolism by inhibition of 17β-hydroxysteroid dehydrogenases. Int J Mol Sci. 2017;18:2007.
Acknowledgements
We thank the National Center for Health Statistics (NCHS) and each participant in the NHANES program.
Funding
This work was supported by the Wisdom Accumulation and Talent Cultivation Project of the Third Xiangya Hospital of Central South University (Grant no. YX202212).
Author information
Authors and Affiliations
Contributions
Rongkun Luo: Conceptualization, Methodology, Software, Writing—Original Draft. Mingcong Chen: Methodology, Validation, Resources. Shuai Hao: Visualization, Methodology. Marady Hun: Validation, Resources. Shaobin Luo: Investigation, Data Curation. Feizhou Huang: Visualization, Supervision. Zhao Lei: Writing—Review & Editing, Supervision, Funding acquisition. Mingyi Zhao: Writing—Review & Editing, Supervision, Funding acquisition.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethics approval
The studies involving human participants were reviewed and approved by the study protocol was approved by the NCHS Research Ethics Review Board. This study did not require informed consent for participation in accordance with the national legislation and institutional requirements.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
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
Luo, R., Chen, M., Hao, S. et al. Associations of exposure to bisphenol-A or parabens with markers of liver injury/function among US adults in NHANES 2011–2016. J Expo Sci Environ Epidemiol (2024). https://doi.org/10.1038/s41370-024-00704-8
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41370-024-00704-8