Abstract
In the study, 305 patients of both genders were enrolled and divided into three groups: obese (BMI > 30 kg/m2), patients who were diagnosed type 2 diabetes mellitus (T2DM), and control, normal weight healthy volunteers. At least one of ten different phthalate metabolites was determined in the urine samples of 49.84% all enrolled participants. In the obese subgroup, the sum of all urinary phthalate metabolites was positively associated with TG levels (p = 0.031) together with derived TC/HDL and TG/HDL ratios (p = 0.023 and 0.015), respectively. Urinary MEP concentration was positively correlated with the HOMA-IR in T2DM subgroup (p = 0.016) while in the control subgroup, log10MEP levels were negatively correlated with total cholesterol (p = 0.0051), and LDL serum levels (p = 0.0015), respectively. Also, in the control subgroup, positive linear correlations between urinary log10MEP levels and TyG and TYG-BMI values (p = 0.028 and p = 0.027), respectively, were determined. Urinary MEHP levels were associated with glucose serum levels (p = 0.02) in T2DM subgroup, while in the control HDL values were negatively associated with log10MEHP (p = 0.0035). Healthy volunteers exposed to phthalates had elevated AST levels in comparison to non-exposed ones (p = 0.023). In control subgroup, ALT and AST values were increased (p = 0.02 and p = 0.01, respectively) in MEP exposed while GGT levels were enhanced (p = 0.017) in MEHP exposed in comparison with non-exposed. Combined phthalates influence on glucose and lipid metabolism may increase the possibility for NAFLD and insulin resistance development among exposed individuals.
Similar content being viewed by others
References
Abenavoli L, Milic N, Di Renzo L, Preveden T, Medić-Stojanoska M, De Lorenzo A (2016) Metabolic aspects of adult patients with nonalcoholic fatty liver disease. World J Gastroenterol 22(31):7006–7016
Aguilar-Morales I, Colin-Ramirez E, Rivera-Mancía S, Vallejo M, Vázquez-Antona C (2018) Performance of waist-to-height ratio, waist circumference, and body mass index in discriminating cardio-metabolic risk factors in a sample of school-aged Mexican Children. Nutrients 10(12):1850
Ahmad S, Khan MF, Parvez S, Akhtar M, Raisuddin S (2017) Molecular docking reveals the potential of phthalate esters to inhibit the enzymes of the glucocorticoid biosynthesis pathway. J Appl Toxicol 37(3):265–277
Al-Goblan AS, Al-Alfi MA, Khan MZ (2014) Mechanism linking diabetes mellitus and obesity. Diabetes Metab Syndr Obes 7:587–591
Al-Saleh I, Shinwari N, Alsabbaheen A (2011) Phthalates residues in plastic bottled waters. J Toxicol Sci 36(4):469–478
Amato MC, Giordano C (2014) Visceral adiposity index: an indicator of adipose tissue dysfunction. Int J Endocrinol 2014:730827
Amin MM, Ebrahimpour K, Parastar S, Shoshtari-Yeganeh B, Hashemi M, Mansourian M, Poursafa P, Fallah Z, Rafiei N, Kelishadi R (2018) Association of urinary concentrations of phthalate metabolites with cardiometabolic risk factors and obesity in children and adolescents. Chemosphere 211:547–556
Attina TM, Trasande L (2015) Association of exposure to Di-2-Ethylhexylphthalate replacements with increased insulin resistance in adolescents from NHANES 2009-2012. J Clin Endocrinol Metab 100(7):2640–2650
Barr DB, Wilder LC, Caudill SP, Gonzalez AJ, Needham LL, Pirkle JL (2005) Urinary creatinine concentrations in the U.S. population: implications for urinary biologic monitoring measurements. Environ Health Perspect 113(2):192–200
Campins Falcó P, Tortajada Genaro LA, Meseger Lloret S, Blasco Gomez F, Sevillano Cabeza A, Molins Legua C (2001) Creatinine determination in urine samples by batchwise kinetic procedure and flow injection analysis using the Jaffé reaction: chemometric study. Talanta 55(6):1079–1089
Cavaliere B, Macchione B, Sindona G, Tagarelli A (2008) Tandem mass spectrometry in food safety assessment: the determination of phthalates in olive oil. J Chromatogr A 1205:137–143
Chatrath H, Vuppalanchi R, Chalasani N (2012) Dyslipidemia in patients with nonalcoholic fatty liver disease. Semin Liver Dis 32(1):22–29
Chen H, Zhang W, Rui BB, Yang SM, Xu WP, Wei W (2016) Di(2-ethylhexyl) phthalate exacerbates non-alcoholic fatty liver in rats and its potential mechanisms. Environ Toxicol Pharmacol 42:38–44
Cohen DE, Fisher EA (2013) Lipoprotein metabolism, dyslipidemia, and nonalcoholic fatty liver disease. Semin Liver Dis 33(4):380–388
Correia-Sá L, Kasper-Sonnenberg M, Pälmke C, Schütze A, Norberto S, Calhau C, Domingues VF, Koch HM (2018) Obesity or diet? Levels and determinants of phthalate body burden - a case study on Portuguese children. Int J Hyg Environ Health 221(3):519–530
Dallio M, Masarone M, Errico S, Gravina AG, Nicolucci C, Di Sarno R, Gionti L, Tuccillo C, Persico M, Stiuso P, Diano N, Loguercio C, Federico A (2018) Role of bisphenol A as environmental factor in the promotion of non-alcoholic fatty liver disease: in vitro and clinical study. Aliment Pharmacol Ther 47(6):826–837
Dales RE, Kauri LM, Cakmak S (2018) The associations between phthalate exposure and insulin resistance, β-cell function and blood glucose control in a population-based sample. Sci Total Environ 612:1287–1292
Desvergne B, Feige JN, Casals-Casas C (2009) PPAR-mediated activity of phthalates: a link to the obesity epidemic? Mol Cell Endocrinol 304(1-2):43–48
De Toni L, Tisato F, Seraglia R, Roverso M, Gandin V, Marzano C, Padrini R, Foresta C (2017) Phthalates and heavy metals as endocrine disruptors in food: A study on pre-packed coffee products. Toxicol Rep 4:234–239
Del Carlo M, Pepe A, Sacchetti G, Compagnone D, Mastrocola D, Cichelli A (2008) Determination of phthalate esters in wine using solid-phase extraction and gas chromatography-mass spectrometry. Food Chem 111:771–777
Dong R, Chen J, Zheng J, Zhang M, Zhang H, Wu M, Li S, Chen B (2018) The role of oxidative stress in cardiometabolic risk related to phthalate exposure in elderly diabetic patients from Shanghai. Environ Int 121(Pt 1):340–348
Du T, Yuan G, Zhang M, Zhou X, Sun X, Yun X (2014) Clinical usefulness of lipid ratios, visceral adiposity indicators, and the triglycerides and glucose index as risk markers of insulin resistance. Cardiovasc Diabetol 13(1):146
Er LK, Wu S, Chou HH, Hsu LA, Teng MS, Sun YC, Ko YL (2016) Triglyceride glucose-body mass index is a simple and clinically useful surrogate marker for insulin resistance in nondiabetic individuals. PLoS One 11(3):e0149731
Fontenele EG, Martins MR, Quidute AR, Montenegro RM (2010) Environmental contaminants and endocrine disruptors. Arq Bras Endocrinol Metabol 54(1):6–16
Foulds CE, Treviño LS, York B, Walker CL (2017) Endocrine-disrupting chemicals and fatty liver disease. Nat Rev Endocrinol 13(8):445–457
Gaston SA, Tulve NS (2019) Urinary phthalate metabolites and metabolic syndrome in U.S. adolescents: cross-sectional results from the National Health and Nutrition Examination Survey (2003-2014) data. Int J Hyg Environ Health 222(2):195–204
Harada S, Miyagi K, Obata T, Morimoto Y, Nakamoto K, Kim KI, Kim SK, Kim SR, Tokuyama S (2017) Influence of hyperglycemia on liver inflammatory conditions in the early phase of non-alcoholic fatty liver disease in mice. J Pharm Pharmacol 69(6):698–705
Hart R, Doherty DA, Frederiksen H, Keelan JA, Hickey M, Sloboda D, Pennell CE, Newnham JP, Skakkebaek NE, Main KM (2014) The influence of antenatal exposure to phthalates on subsequent female reproductive development in adolescence: a pilot study. Reproduction 147(4):379–390
Hart RJ, Frederiksen H, Doherty DA, Keelan JA, Skakkebaek NE, Minaee NS, McLachlan R, Newnham JP, Dickinson JE, Pennell CE, Norman RJ, Main KM (2018) The possible impact of antenatal exposure to ubiquitous phthalates upon male reproductive function at 20 years of age. Front Endocrinol (Lausanne) 9:288
Hatch EE, Nelson JW, Qureshi MM, Weinberg J, Moore LL, Singer M, Webster TF (2008) Association of urinary phthalate metabolite concentrations with body mass index and waist circumference: a cross-sectional study of NHANES data, 1999-2002. Environ Health 7:27
Hauser R, Meeker JD, Park S, Silva MJ, Calafat AM (2004) Temporal variability of urinary phthalate metabolite levels in men of reproductive age. Environ Health Perspect 112(17):1734–1740
Hazlehurst JM, Woods C, Marjot T, Cobbold JF, Tomlinson JW (2016) Non-alcoholic fatty liver disease and diabetes. Metabolism 65(8):1096–1108
Hernández-Díaz S, Mitchell AA, Kelley KE, Calafat AM, Hauser R (2009) Medications as a potential source of exposure to phthalates in the U.S. population. Environ Health Perspect 117(2):185–189
Hoppin JA, Brock JW, Davis BJ, Baird DD (2002) Reproducibility of urinary phthalate metabolites in first morning urine samples. Environ Health Perspect 110(5):515–518
Huff M, da Silveira WA, Carnevali O, Renaud L, Hardiman G (2018) Systems analysis of the liver transcriptome in adult male zebrafish exposed to the plasticizer (2-Ethylhexyl) phthalate (DEHP). Sci Rep 8(1):2118
James-Todd T, Stahlhut R, Meeker JD, Powell SG, Hauser R, Huang T, Rich-Edwards J (2012) Urinary phthalate metabolite concentrations and diabetes among women in the National Health and Nutrition Examination Survey (NHANES) 2001-2008. Environ Health Perspect 120(9):1307–1313
James-Todd TM, Huang T, Seely EW, Saxena AR (2016a) The association between phthalates and metabolic syndrome: the National Health and Nutrition Examination Survey 2001-2010. Environ Health 15:52
James-Todd TM, Meeker JD, Huang T, Hauser R, Ferguson KK, Rich-Edwards JW, McElrath TF, Seely EW (2016b) Pregnancy urinary phthalate metabolite concentrations and gestational diabetes risk factors. Environ Int 96:118–126
Jia X, Zhai T (2019) Integrated analysis of multiple microarray studies to identify novel gene signatures in non-alcoholic fatty liver disease. Front Endocrinol (Lausanne) 10:599
Jia Y, Liu T, Zhou L, Zhu J, Wu J, Sun D, Xu J, Wang Q, Chen H, Xu F, Zhang Y, Zhang T, Liu H, Ye L (2016) Effects of di-(2-ethylhexyl) phthalate on lipid metabolism by the JAK/STAT pathway in rats. Int J Environ Res Public Health 13(11)
Kahn HS (2005) The lipid accumulation product performs better than the body mass index for recognizing cardiovascular risk: a population-based comparison. BMC Cardiovasc Disord 5:26
Katsiki N, Mikhailidis DP, Mantzoros CS (2016) Non-alcoholic fatty liver disease and dyslipidemia: an update. Metabolism 65(8):1109–1123
Kay VR, Chambers C, Foster WG (2013) Reproductive and developmental effects of phthalate diesters in females. Crit Rev Toxicol 43(3):200–219
Kessler W, Numtip W, Völkel W, Seckin E, Csanády GA, Pütz C, Klein D, Fromme H, Filser JG (2012) Kinetics of di(2-ethylhexyl) phthalate (DEHP) and mono(2-ethylhexyl) phthalate in blood and of DEHP metabolites in urine of male volunteers after single ingestion of ring-deuterated DEHP. Toxicol Appl Pharmacol 264(2):284–291
Kim JH, Park HY, Bae S, Lim YH, Hong YC (2013) Diethylhexyl phthalates is associated with insulin resistance via oxidative stress in the elderly: a panel study. PLoS One 8(8):e71392
Kim S, Park J (2014) Phthalate exposure and childhood obesity. Ann Pediatr Endocrinol Metab 19(2):69–75
Kwack SJ, Han EY, Park JS, Bae JY, Ahn IY, Lim SK, Kim DH, Jang DE, Choi L, Lim HJ, Kim TH, Patra N, Park KL, Kim HS, Lee BM (2010) Comparison of the short term toxicity of phthalate diesters and monoesters in sprague-dawley male rats. Toxicol Res 26(1):75–82
Lambrinoudaki I, Kazani MV, Armeni E, Georgiopoulos G, Tampakis K, Rizos D, Augoulea A, Kaparos G, Alexandrou A, Stamatelopoulos K (2018) The TyG index as a marker of subclinical atherosclerosis and arterial stiffness in lean and overweight postmenopausal women. Heart Lung Circ 27(6):716–724
Lind PM, Lind L (2011) Circulating levels of bisphenol A and phthalates are related to carotid atherosclerosis in the elderly. Atherosclerosis 218(1):207–213
Milošević N, Milić N, Živanović Bosić D, Bajkin I, Perčić I, Abenavoli L, Medić Stojanoska M (2017) Potential influence of the phthalates on normal liver function and cardiometabolic risk in males. Environ Monit Assess 190(1):17
Medic Stojanoska M, Milankov A, Vukovic B, Vukcevic D, Sudji J, Bajkin I, Curic N, Icin T, Kovacev Zavisic B, Milic N (2015) Do diethyl phthalate (DEP) and di-2-ethylhexyl phthalate (DEHP) influence the metabolic syndrome parameters? Pilot study. Environ Monit Assess 187(8):526
Medic Stojanoska M, Milosevic N, Milic N, Abenavoli L (2017) The influence of phthalates and bisphenol A on the obesity development and glucose metabolism disorders. Endocrine 55(3):666–681
Milić N, Četojević-Simin D, Milanović M, Sudji J, Milošević N, Ćurić N, Abenavoli L, Medić-Stojanoska M (2015) Estimation of in vivo and in vitro exposure to bisphenol A as food contaminant. Food Chem Toxicol 83:268–274
Moreira MA, André LC, Cardea ZL (2014) Analysis of phthalate migration to food simulants in plastic containers during microwave operations. Int J Environ Res Public Health 11(1):507–526
Navarro-González D, Sánchez-Íñigo L, Pastrana-Delgado J, Fernández-Montero A, Martinez JA (2016) Triglyceride-glucose index (TyG index) in comparison with fasting plasma glucose improved diabetes prediction in patients with normal fasting glucose: The Vascular-Metabolic CUN cohort. Prev Med 86:99–105
Olsén L, Lind L, Lind PM (2012) Associations between circulating levels of bisphenol A and phthalate metabolites and coronary risk in the elderly. Ecotoxicol Environ Saf 80:179–183
Perng W, Watkins DJ, Cantoral A, Mercado-García A, Meeker JD, Téllez-Rojo MM, Peterson KE (2017) Exposure to phthalates is associated with lipid profile in peripubertal Mexican youth. Environ Res 154:311–317
Petta S, Muratore C, Craxì A (2009) Non-alcoholic fatty liver disease pathogenesis: the present and the future. Dig Liver Dis 41(9):615–625
Pradhan A, Olsson PE, Jass J (2018) Di(2-ethylhexyl) phthalate and diethyl phthalate disrupt lipid metabolism, reduce fecundity and shortens lifespan of Caenorhabditis elegans. Chemosphere 190:375–382
Rajesh P, Balasubramanian K (2014) Di(2-ethylhexyl) phthalate exposure impairs insulin receptor and glucose transporter 4 gene expression in L6 myotubes. Hum Exp Toxicol 33(7):685–700
Ravi Kanth VV, Sasikala M, Sharma M, Rao PN, Reddy DN (2016) Genetics of non-alcoholic fatty liver disease: from susceptibility and nutrient interactions to management. World J Hepatol 8(20):827–837
Rudel RA, Gray JM, Engel CL, Rawsthorne TW, Dodson RE, Ackerman JM, Rizzo J, Nudelman JL, Brody JG (2011) Food packaging and bisphenol A and bis(2-ethyhexyl) phthalate exposure: findings from a dietary intervention. Environ Health Perspect 119(7):914–920
Salgado AL, Carvalho L, Oliveira AC, Santos VN, Vieira JG, Parise ER (2010) Insulin resistance index (HOMA-IR) in the differentiation of patients with nonalcoholic fatty liver disease and healthy individuals. Arq Gastroenterol 47(2):165–169
Samuel VT, Shulman GI (2016) The pathogenesis of insulin resistance: integrating signaling pathways and substrate flux. J Clin Invest 126(1):12–22
Sarwar R, Pierce N, Koppe S (2018) Obesity and nonalcoholic fatty liver disease: current perspectives. Diabetes Metab Syndr Obes 11:533–542
Sattar N, Scherbakova O, Ford I, O'Reilly DS, Stanley A, Forrest E, Macfarlane PW, Packard CJ, Cobbe SM, Shepherd J, west of Scotland coronary prevention study (2004) Elevated alanine aminotransferase predicts new-onset type 2 diabetes independently of classical risk factors, metabolic syndrome, and C-reactive protein in the west of Scotland coronary prevention study. Diabetes 53(11):2855–2860
Sheridan DA, Aithal G, Alazawi W, Allison M, Anstee Q, Cobbold J, Khan S, Fowell A, McPherson S, Newsome PN, Oben J, Tomlinson J, Tsochatzis E (2017) Care standards for non-alcoholic fatty liver disease in the United Kingdom 2016: a cross-sectional survey. Frontline Gastroenterol 8(4):252–259
Shoshtari-Yeganeh B, Zarean M, Mansourian M, Riahi R, Poursafa P, Teiri H, Rafiei N, Dehdashti B, Kelishadi R (2019) Systematic review and meta-analysis on the association between phthalates exposure and insulin resistance. Environ Sci Pollut Res Int 26(10):9435–9442
Singh S, Li SS (2011) Phthalates: toxicogenomics and inferred human diseases. Genomics 97(3):148–157
Song Y, Hauser R, Hu FB, Franke AA, Liu S, Sun Q (2014) Urinary concentrations of bisphenol A and phthalate metabolites and weight change: a prospective investigation in US women. Int J Obes 38(12):1532–1537
Trasande L, Attina TM, Sathyanarayana S, Spanier AJ, Blustein J (2013a) Race/ethnicity-specific associations of urinary phthalates with childhood body mass in a nationally representative sample. Environ Health Perspect 121:501–506
Trasande L, Sathyanarayana S, Spanier AJ, Trachtman H, AttinaTM Urbina EM (2013b) Urinary phthalates are associated with higher blood pressure in childhood. J Pediatr 163(3):747–753
Unger G, Benozzi SF, Perruzza F, Pennacchiotti GL (2014) Triglycerides and glucose index: a useful indicator of insulin resistance. Endocrinol Nutr 61(10):533–540
Verstraete SG, Wojcicki JM, Perito ER, Rosenthal P (2018) Bisphenol a increases risk for presumed non-alcoholic fatty liver disease in Hispanic adolescents in NHANES 2003-2010. Environ Health 17(1):12
Vespasiani-Gentilucci U, Gallo P, Dell’Unto C, Volpentesta M, Antonelli-Incalzi R, Picardi A (2018) Promoting genetics in non-alcoholic fatty liver disease: combined risk score through polymorphisms and clinical variables. World J Gastroenterol 24(43):4835–4845
Waissmann W (2002) Health surveillance and endocrine disruptors. Cad Saúde Pública 18(2):511–517
Wannamethee SG, Shaper AG, Lennon L, Whincup PH (2005) Hepatic enzymes, the metabolic syndrome, and the risk of type 2 diabetes in older men. Diabetes Care 28(12):2913–2918
Xia B, Zhu Q, Zhao Y, Ge W, Zhao Y, Song Q, Zhou Y, Shi H, Zhang Y (2018) Phthalate exposure and childhood overweight and obesity: urinary metabolomic evidence. Environ Int 121:159–168
Zarean M, Keikha M, Poursafa P, Khalighinejad P, Amin M, Kelishadi R (2016) A systematic review on the adverse health effects of di-2-ethylhexyl phthalate. Environ Sci Pollut Res 23:24642–24693
Zhang S, Du T, Li M, Jia J, Lu H, Lin X, Yu X (2017) Triglyceride glucose-body mass index is effective in identifying nonalcoholic fatty liver disease in non-obese subjects. Medicine (Baltimore) 96(22):e7041
Zheng S, Shi S, Ren X, Han T, Li Y, Chen Y, Liu W, Hou PC, Hu Y (2016) Triglyceride glucose-waist circumference, a novel and effective predictor of diabetes in first-degree relatives of type 2 diabetes patients: cross-sectional and prospective cohort study. J Transl Med 14:260
Funding
This research has been financially supported by the Provincial Secretariat for Science and Technological Development, AP Vojvodina, Republic of Serbia, Grant No 114-451-2216/2016.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible Editor: Philipp Gariguess
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(DOC 102 kb)
Rights and permissions
About this article
Cite this article
Milošević, N., Milanović, M., Sudji, J. et al. Could phthalates exposure contribute to the development of metabolic syndrome and liver disease in humans?. Environ Sci Pollut Res 27, 772–784 (2020). https://doi.org/10.1007/s11356-019-06831-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-019-06831-2