TY - JOUR
T1 - Prenatal exposure to tire-derived chemical mixtures and childhood neurodevelopment at 2 years
T2 - Integrating mixture and single-pollutant models
AU - Zhou, Yanqiu
AU - Zhang, Jing
AU - Liu, Hongxiu
AU - Yang, Chenhui
AU - Ran, Jinjun
AU - Su, Xiuli
AU - Cai, Zongwei
AU - Xu, Shunqing
AU - Cao, Guodong
N1 - We would like to thank all the participants who provided valuable information. Funding: This work was supported by National Natural Science Foundation of China (82203986 & 22306150&42407579), Collaborative Innovation Center of One Health, Hainan University (XTCX2022JKA02), Innovation Fund for Scientific and Technological Personnel of Hainan Province (KJRC2023B02), China Postdoctoral Science Foundation Funded Project (Project No.: 2024M761025), The "CUG Scholar" Scientific Research Fund (2024017).
Publisher Copyright:
© 2026 Elsevier Inc.
PY - 2026/3/1
Y1 - 2026/3/1
N2 - Tire-derived chemicals (TDCs) are emerging contaminants with potential neurotoxicity. Their detection in maternal biological matrices raises concerns about its effect on early neurodevelopment. In this prospective birth cohort of 226 mother-child pairs in Wuhan, China, we investigated associations between prenatal TDCs exposure and early neurodevelopment using an integrated framework combining mixture and single-chemical models. Repeated maternal urine samples across pregnancy enabled robust exposure assessment of TDCs, including substituted N, N′-p-phenylenediamines derived quinones (PPD-Qs), benzotriazoles and benzothiazoles. Prenatal TDCs mixture exposure was inversely associated with mental development index (MDI) scores in children, as estimated by both Bayesian kernel machine regression (−8.47, 95 % CI: −15.48 to −1.47 comparing the 90th to 50th percentile) and quantile g-computation (−7.98, 95 % CI: −15.24 to −0.71 per quartile increase in exposure). Single-chemical models suggested stronger associations with MDI during early to mid-pregnancy, indicating critical exposure windows. Tolyltriazole, 2-amino-benzothiazole, and 2-(isopropylamino)-5-(phenylamino)cyclohexa-2,5-diene1,4-dione were prioritized as key components for further investigation and regulation. Our study provides epidemiological evidence that prenatal TDCs exposure may adversely impact MDI. And the prioritized chemicals may inform future toxicologic and public health investigations focused on TDCs.
AB - Tire-derived chemicals (TDCs) are emerging contaminants with potential neurotoxicity. Their detection in maternal biological matrices raises concerns about its effect on early neurodevelopment. In this prospective birth cohort of 226 mother-child pairs in Wuhan, China, we investigated associations between prenatal TDCs exposure and early neurodevelopment using an integrated framework combining mixture and single-chemical models. Repeated maternal urine samples across pregnancy enabled robust exposure assessment of TDCs, including substituted N, N′-p-phenylenediamines derived quinones (PPD-Qs), benzotriazoles and benzothiazoles. Prenatal TDCs mixture exposure was inversely associated with mental development index (MDI) scores in children, as estimated by both Bayesian kernel machine regression (−8.47, 95 % CI: −15.48 to −1.47 comparing the 90th to 50th percentile) and quantile g-computation (−7.98, 95 % CI: −15.24 to −0.71 per quartile increase in exposure). Single-chemical models suggested stronger associations with MDI during early to mid-pregnancy, indicating critical exposure windows. Tolyltriazole, 2-amino-benzothiazole, and 2-(isopropylamino)-5-(phenylamino)cyclohexa-2,5-diene1,4-dione were prioritized as key components for further investigation and regulation. Our study provides epidemiological evidence that prenatal TDCs exposure may adversely impact MDI. And the prioritized chemicals may inform future toxicologic and public health investigations focused on TDCs.
KW - Environmental exposure
KW - Mixture exposure
KW - Neurodevelopment
KW - Public health
KW - Tire-derived chemicals
UR - https://www.scopus.com/pages/publications/105028023930
U2 - 10.1016/j.envres.2026.123840
DO - 10.1016/j.envres.2026.123840
M3 - Journal article
AN - SCOPUS:105028023930
SN - 0013-9351
VL - 294
JO - Environmental Research
JF - Environmental Research
M1 - 123840
ER -