Skip to main content
Log in

Gender-specific effects of prenatal mixed exposure to serum phthalates on neurodevelopment of children aged 2–3 years:the Guangxi Birth Cohort Study

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Phthalates have been shown to have adverse effects on neurodevelopment, which may be gender-specific. However, the association between prenatal mixed exposure to phthalates and children’s neurodevelopment remains inconsistent. We measured 15 prenatal serum phthalate levels and evaluated children’s neurodevelopmental indicators using Gesell Developmental Schedule (GDS) (n = 750). Generalized linear regression was fitted to examine the association. Among boys, mono-2-ethyl-5-hydroxyhexyl phthalate (MEHHP) had adverse effects on gross motor [odds ratio (OR): 7.38, 95% confidence interval (CI):1.42, 38.46]. For gross motor in boys, joint effect was discovered between mono-2-ethylhexyl phthalate (MEHP) and MEHHP. Moreover, synergistic effects were found for MEHP with vanadium and cadmium, and antagonistic effects for MEHP with magnesium, calcium, titanium, iron, copper, selenium, rubidium, and strontium. We did not find statistically significant relationships in girls. In the 1st trimester, adverse effects were identified between mono-2-ethyl-5-oxoyhexyl phthalate (MEOHP) and adaptation (P = 0.024), and monomethyl phthalate (MMP) with social area (P = 0.017). In the 2nd trimester, MEHHP had adverse effects on social area (P = 0.035). In summary, we found boys may be more vulnerable to the neurotoxicity than girls in gross motor, and we also discovered the detrimental effects of phthalates on children’s neurodevelopment in the 1st and 2nd trimesters. Therefore, the supplementation of appropriate elements in the 1st and 2nd trimesters may help reduce the adverse effects of phthalates on children’s neurodevelopment, especially among boys.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Data availability

The datasets used or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Al-Saleh I, Shinwari N, Mashhour A, Mohamed Gel D, Rabah A (2011) Heavy metals (lead, cadmium and mercury) in maternal, cord blood and placenta of healthy women. Int J Hyg Environ Health 214(2):79–101

    Article  CAS  Google Scholar 

  • Barakat R, Lin PC, Park CJ, Best-Popescu C, Bakry HH, Abosalem ME, Abdelaleem NM, Flaws JA, Ko C (2018) Prenatal exposure to DEHP induces neuronal degeneration and neurobehavioral abnormalities in adult male mice. Toxicol Sci 164(2):439–452

    Article  CAS  Google Scholar 

  • Calafat AM, Brock JW, Silva MJ, Gray LE Jr, Reidy JA, Barr DB, Needham LL (2006) Urinary and amniotic fluid levels of phthalate monoesters in rats after the oral administration of di(2-ethylhexyl) phthalate and di-n-butyl phthalate. Toxicology 217(1):22–30

    Article  CAS  Google Scholar 

  • Cao XJ, Huang SH, Wang M, Chen JT, Ruan DY (2008) S-adenosyl-L-methionine improves impaired hippocampal long-term potentiation and water maze performance induced by developmental lead exposure in rats. Eur J Pharmacol 595(1-3):30–34

    Article  CAS  Google Scholar 

  • Chen SY, Hwang JS, Sung FC, Lin CY, Hsieh CJ, Chen PC, Su TC (2017) Mono-2-ethylhexyl phthalate associated with insulin resistance and lower testosterone levels in a young population. Environ Pollut 225:112–117

    Article  CAS  Google Scholar 

  • Choi G, Villanger GD, Drover SSM, Sakhi AK, Thomsen C, Nethery RC, Zeiner P, Knudsen GP, Reichborn-Kjennerud T, Øvergaard KR, Herring AH, Skogan AH, Biele G, Aase H, Engel SM (2021) Prenatal phthalate exposures and executive function in preschool children. Environ Int 149:106403

    Article  CAS  Google Scholar 

  • Dai Y, Yang Y, Xu X, Hu Y (2015) Effects of uterine and lactational exposure to di-(2-ethylhexyl) phthalate on spatial memory and NMDA receptor of hippocampus in mice. Horm Behav 71:41–48

    Article  CAS  Google Scholar 

  • Daniel S, Balalian AA, Whyatt RM, Liu X, Rauh V, Herbstman J, Factor-Litvak P (2020) Perinatal phthalates exposure decreases fine-motor functions in 11-year-old girls: results from weighted quantile sum regression. Environ Int 136:105424

    Article  CAS  Google Scholar 

  • Day DB, Collett BR, Barrett ES, Bush NR, Swan SH, Nguyen RHN, Szpiro AA, Sathyanarayana S (2021) Phthalate mixtures in pregnancy, autistic traits, and adverse childhood behavioral outcomes. Environ Int 147:106330

    Article  CAS  Google Scholar 

  • Desquilbet L, Mariotti F (2010) Dose-response analyses using restricted cubic spline functions in public health research. Stat Med 29(9):1037–1057

    Google Scholar 

  • Frederiksen H, Jensen TK, Jørgensen N, Kyhl HB, Husby S, Skakkebæk NE, Main KM, Juul A, Andersson AM (2014) Human urinary excretion of non-persistent environmental chemicals: an overview of Danish data collected between 2006 and 2012. Reproduction 147(4):555–565

    Article  CAS  Google Scholar 

  • Fromme H, Gruber L, Seckin E, Raab U, Zimmermann S, Kiranoglu M, Schlummer M, Schwegler U, Smolic S, Völkel W (2011) Phthalates and their metabolites in breast milk--results from the Bavarian Monitoring of Breast Milk (BAMBI). Environ Int 37(4):715–722

    Article  CAS  Google Scholar 

  • Henrotin JB, Feigerlova E, Robert A, Dziurla M, Burgart M, Lambert-Xolin AM, Jeandel F, Weryha G (2020) Decrease in serum testosterone levels after short-term occupational exposure to diisononyl phthalate in male workers. Occup Environ Med 77(4):214–222

    Article  Google Scholar 

  • Huang HB, Kuo PH, Su PH, Sun CW, Chen WJ, Wang SL (2019a) Prenatal and childhood exposure to phthalate diesters and neurobehavioral development in a 15-year follow-up birth cohort study. Environ Res 172:569–577

    Article  CAS  Google Scholar 

  • Huang L, Hou Q, Huang Y, Ye J, Huang S, Tian J, Tang R, Liu C, Long Y, Qin X, Weng X, Huang Y, Li M, Yang X, Mo Z (2019b) Serum multiple cytokines for the prediction of spontaneous preterm birth in asymptomatic women: a nested case-control study. Cytokine 117:91–97

    Article  CAS  Google Scholar 

  • Huang L, Huang S, Luo X, Li L, Chen X, Zan G, Tan Y, Liu C, Hou Q, Ge X, Chen C, Hong X, Tian Y, Yang A, Chen P, Li M, Mo Z, Yang X (2020) Associations of prenatal exposure to multiple metals with testicular volume and anogenital distance in infant boys: a longitudinal cohort study. Environ Int 143:105900

    Article  CAS  Google Scholar 

  • Hudon L, Moise KJ Jr, Hegemier SE, Hill RM, Moise AA, Smith EO, Carpenter RJ (1998) Long-term neurodevelopmental outcome after intrauterine transfusion for the treatment of fetal hemolytic disease. Am J Obstet Gynecol 179(4):858–863

    Article  CAS  Google Scholar 

  • Hyland C, Mora AM, Kogut K, Calafat AM, Harley K, Deardorff J, Holland N, Eskenazi B, Sagiv SK (2019) Prenatal exposure to phthalates and neurodevelopment in the CHAMACOS Cohort. Environ Health Perspect 127(10):107010

    Article  Google Scholar 

  • Jankowska A, Polańska K, Hanke W, Wesołowska E, Ligocka D, Waszkowska M, Stańczak A, Tartaglione AM, Mirabella F, Chiarotti F, Garí M, Calamandrei G (2019a) Prenatal and early postnatal phthalate exposure and child neurodevelopment at age of 7 years - Polish Mother and Child Cohort. Environ Res 177:108626

    Article  CAS  Google Scholar 

  • Jankowska A, Polańska K, Koch HM, Pälmke C, Waszkowska M, Stańczak A, Wesołowska E, Hanke W, Bose-O’Reilly S, Calamandrei G, Garí M (2019b) Phthalate exposure and neurodevelopmental outcomes in early school age children from Poland. Environ Res 179(Pt B):108829

    Article  CAS  Google Scholar 

  • Jensen TK, Frederiksen H, Kyhl HB, Lassen TH, Swan SH, Bornehag CG, Skakkebaek NE, Main KM, Lind DV, Husby S, Andersson AM (2016) Prenatal exposure to phthalates and anogenital distance in male infants from a low-exposed Danish cohort (2010-2012). Environ Health Perspect 124(7):1107–1113

    Article  Google Scholar 

  • Jiang C, Hou Q, Huang Y, Ye J, Qin X, Zhang Y, Meng W, Wang Q, Jiang Y, Zhang H, Li M, Mo Z, Yang X (2018) The effect of pre-pregnancy hair dye exposure on infant birth weight: a nested case-control study. BMC Pregnancy Childbirth 18(1):144

    Article  Google Scholar 

  • Kim Y, Ha EH, Kim EJ, Park H, Ha M, Kim JH, Hong YC, Chang N, Kim BN (2011) Prenatal exposure to phthalates and infant development at 6 months: prospective Mothers and Children’s Environmental Health (MOCEH) study. Environ Health Perspect 119(10):1495–1500

    Article  CAS  Google Scholar 

  • Kobrosly RW, Evans S, Miodovnik A, Barrett ES, Thurston SW, Calafat AM, Swan SH (2014) Prenatal phthalate exposures and neurobehavioral development scores in boys and girls at 6-10 years of age. Environ Health Perspect 122(5):521–528

    Article  Google Scholar 

  • Kougias DG, Cortes LR, Moody L, Rhoads S, Pan YX, Juraska JM (2018) Effects of Perinatal Exposure to Phthalates and a High-Fat Diet on Maternal Behavior and Pup Development and Social Play. Endocrinology 159(2):1088–1105

    Article  CAS  Google Scholar 

  • Li L, Li H, Qu P, Xiao M, Zhang G, Zhang Q, Cai Y, Jin C, Yang J, Wu S, Lu X (2019a) An antagonism joint action of lead and di-2-ethylhexyl phthalate explains an improved ability of learning and memory after combined exposure in weaning rats. Biol Trace Elem Res 191(1):126–134

    Article  CAS  Google Scholar 

  • Li N, Papandonatos GD, Calafat AM, Yolton K, Lanphear BP, Chen A, Braun JM (2019b) Identifying periods of susceptibility to the impact of phthalates on children’s cognitive abilities. Environ Res 172:604–614

    Article  CAS  Google Scholar 

  • Liu C, Zhao L, Wei L, Li L (2015) DEHP reduces thyroid hormones via interacting with hormone synthesis-related proteins, deiodinases, transthyretin, receptors, and hepatic enzymes in rats. Environ Sci Pollut Res Int 22(16):12711–12719

    Article  CAS  Google Scholar 

  • Miodovnik A, Edwards A, Bellinger DC, Hauser R (2014) Developmental neurotoxicity of ortho-phthalate diesters: review of human and experimental evidence. Neurotoxicology 41:112–122

    Article  CAS  Google Scholar 

  • Philippat C, Bennett D, Calafat AM, Picciotto IH (2015) Exposure to select phthalates and phenols through use of personal care products among Californian adults and their children. Environ Res 140:369–376

    Article  CAS  Google Scholar 

  • Philippat C, Nakiwala D, Calafat AM, Botton J, De Agostini M, Heude B, Slama R (2017) Prenatal exposure to nonpersistent endocrine disruptors and behavior in boys at 3 and 5 years. Environ Health Perspect 125(9):097014

    Article  Google Scholar 

  • Qian X, Li J, Xu S, Wan Y, Li Y, Jiang Y, Zhao H, Zhou Y, Liao J, Liu H, Sun X, Liu W, Peng Y, Hu C, Zhang B, Lu S, Cai Z, Xia W (2019) Prenatal exposure to phthalates and neurocognitive development in children at two years of age. Environ Int 131:105023

    Article  CAS  Google Scholar 

  • Rice D, Barone S Jr (2000) Critical periods of vulnerability for the developing nervous system: evidence from humans and animal models. Environ Health Perspect 108(Suppl 3):511–533

    Article  Google Scholar 

  • Sanders AP, Claus Henn B, Wright RO (2015) Perinatal and childhood exposure to cadmium, manganese, and metal mixtures and effects on cognition and behavior: a review of recent literature. Curr Environ Health Rep 2(3):284–294

    Article  CAS  Google Scholar 

  • Sarigiannis DA, Papaioannou N, Handakas E, Anesti O, Polanska K, Hanke W, Salifoglou A, Gabriel C, Karakitsios S (2021) Neurodevelopmental exposome: the effect of in utero co-exposure to heavy metals and phthalates on child neurodevelopment. Environ Res 197:110949

    Article  CAS  Google Scholar 

  • Smith CA, Macdonald A, Holahan MR (2011) Acute postnatal exposure to di(2-ethylhexyl) phthalate adversely impacts hippocampal development in the male rat. Neuroscience 193:100–108

    Article  CAS  Google Scholar 

  • Wang R, Xu X, Zhu Q (2016a) Pubertal exposure to di-(2-ethylhexyl) phthalate influences social behavior and dopamine receptor D2 of adult female mice. Chemosphere 144:1771–1779

    Article  CAS  Google Scholar 

  • Wang Y, Chen L, Gao Y, Zhang Y, Wang C, Zhou Y, Hu Y, Shi R, Tian Y (2016b) Effects of prenatal exposure to cadmium on neurodevelopment of infants in Shandong, China. Environ Pollut 211:67–73

    Article  CAS  Google Scholar 

  • Wei L, Cao D, Zhu X, Long Y, Liu C, Huang S, Tian J, Hou Q, Huang Y, Ye J, Luo B, Luo Y, Liang C, Li M, Yang X, Mo Z, Xu J (2018) High maternal osteocalcin levels during pregnancy is associated with low birth weight infants: a nested case-control study in China. Bone 116:35–41

    Article  CAS  Google Scholar 

  • Zhu YD, Wu XY, Yan SQ, Huang K, Tong J, Gao H, Xie Y, Tao SM, Ding P, Zhu P, Tao FB (2020) Domain- and trimester-specific effect of prenatal phthalate exposure on preschooler cognitive development in the Ma’anshan Birth Cohort (MABC) study. Environ Int 142:105882

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We would like to thank all participants who volunteered to take part in this study, and all researchers involved in the project.

Funding

This work was supported by National Key R&D Program of China (Grant number [2020YFE0201600]), the National Natural Science Foundation of China (Grant numbers [82073504] and [82160604]), and Guangxi science and technology project (Grant number [GKG1598011-3]).

Author information

Authors and Affiliations

Authors

Contributions

Yuan Zheng: writing—original draft, writing—review and editing, formal analysis, validation. Longman Li: writing—review and editing, formal analysis, validation. Hong Cheng: Writing—review and editing, formal analysis, validation.

Shengzhu Huang: methodology, investigation. Xiuming Feng: methodology, formal analysis, writing—review. Lulu Huang: methodology, formal analysis. Luyun Wei: methodology, formal analysis. Dehao Cao: methodology, formal analysis. Sida Wang: methodology, formal analysis. Long Tian: data curation, validation. Weijun Tang: data curation, validation. Caitong He: data curation, validation. Chunhua Shen: data curation, validation. Bangzhu Luo: data curation, validation. Maoling Zhu: data curation, validation. Tao Liang: data curation, validation. Baohong Pang: data curation, validation. Mujun Li: data curation, validation. Chaoqun Liu: data curation, formal analysis, validation. Xing Chen: data curation, formal analysis, validation. Fei Wang: data curation, formal analysis, validation. Zengnan Mo: conceptualization, investigation, funding acquisition, validation. Xiaobo Yang: conceptualization, validation, writing—review and editing, funding acquisition.

Corresponding author

Correspondence to Xiaobo Yang.

Ethics declarations

Ethics approval

The Medical Ethics Committee of First Affiliated Hospital of Guangxi Medical University (ID: 2015(028)) have approved all study procedures.

Consent to participate

All participants have signed the informed consents for this study.

Consent for publication

The manuscript is approved by all the authors for publication.

Competing interests

The authors declare 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

(DOCX 2.52 mb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zheng, Y., Li, L., Cheng, H. et al. Gender-specific effects of prenatal mixed exposure to serum phthalates on neurodevelopment of children aged 2–3 years:the Guangxi Birth Cohort Study. Environ Sci Pollut Res 29, 85547–85558 (2022). https://doi.org/10.1007/s11356-022-21769-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-022-21769-8

Keywords

Navigation