State Key Laboratory of Reproductive Medicine, School of Public Health, Nanjing Medical University, Nanjing, 211166, China; Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
Wuxi Maternal and Child Health Hospital Affiliated to Nanjing Medical University, Wuxi, 214002, China.
Environ Res. 2020 Mar;182:109087. doi: 10.1016/j.envres.2019.109087. Epub 2019 Dec 31.
Pregnant women are exposed to a number of pesticides which are widely used in China. Their potential risks on reproduction and infants are still unknown.
We aimed to investigate whether infant's birth weight and length of gestation were associated with levels of various pesticides in maternal blood based on Nanjing Medical University (NMU) affiliated hospitals data and meta-analysis, and also to explore the possible intermediate metabolomics pathways.
Eligible subjects (n = 102) were included in this study from the affiliated hospitals of NMU. Gas chromatography tandem mass spectrometry (GC/MS) and Q-Exactive mass spectrometer (QE) were used to detect 37 pesticides (9 organophosphorus pesticides, 7 organochlorine pesticides, 5 carbamate pesticides, and 16 others) and 161 metabolites (53 in animo acid metabolism 47 in lipid metabolism, 18 in carbohydrate metabolism, 14 in nucleotide metabolism and 29 in other metabolisms) in maternal blood, respectively. Multi-linear regression and Bayesian kernel machine regression (BKMR) were performed to identify the association of single/mixed pesticide exposure in maternal blood with birth weight and length of gestation. Moreover, we conducted a meta-analysis including additional 2497 subjects to evaluate whether exposure to key pesticide, β-hexachlorocyclohexane (β-HCH) was associated with decreased birth weight globally. Mediation analysis was used to explore the metabolic alteration mediating the association between key pesticide exposure and birth outcomes.
We found that decreased birth weight was significantly associated with increasing levels of mecarbam and β-HCH. We did not find any association between length of gestation and these pesticides. Among pesticides with detection rate more than 50%, BKMR analysis found an overall negative association of mixed pesticides exposure with birth weight, and verified that β-HCH was the key pesticide for such effect. Meta-analysis revealed a significantly negative association between exposure to β-HCH and birth weight. Metabolomics identified three metabolites and five metabolites as significant mediators for the effect of mecarbam and β-HCH, respectively, among which glyceraldehyde and its related glycerolipid metabolism and thyroxine and its related thyroid hormone metabolism were found to be the mostly enriched mediating metabolic pathway.
Based on the comprehensive pesticide exposome and metabolome wide associational study combined with meta-analysis, we found that prenatal exposure to β-HCH and mecarbam decreased birth weight via disrupting thyroid hormone metabolism and glyceraldehyde metabolism, providing new insights into the toxic effects of exposure to pesticides on birth outcomes.
孕妇会接触到许多在中国广泛使用的农药。它们对生殖和婴儿的潜在风险尚不清楚。
我们旨在基于南京医科大学(NMU)附属医院的数据和荟萃分析,研究孕妇血液中各种农药水平与婴儿出生体重和胎龄之间的关系,并探讨可能的中间代谢组学途径。
从 NMU 附属医院纳入了 102 名符合条件的研究对象。气相色谱串联质谱(GC/MS)和 Q-Exactive 质谱(QE)分别用于检测孕妇血液中的 37 种农药(9 种有机磷农药、7 种有机氯农药、5 种氨基甲酸酯农药和 16 种其他农药)和 161 种代谢物(53 种氨基酸代谢物、47 种脂类代谢物、18 种碳水化合物代谢物、14 种核苷酸代谢物和 29 种其他代谢物)。多线性回归和贝叶斯核机器回归(BKMR)用于识别母体血液中单一/混合农药暴露与出生体重和胎龄的关系。此外,我们进行了一项荟萃分析,纳入了另外 2497 名研究对象,以评估全球范围内β-六氯环己烷(β-HCH)的暴露是否与出生体重降低有关。中介分析用于探索关键农药暴露与出生结局之间关联的代谢改变。
我们发现,出生体重的降低与 mecarbam 和 β-HCH 水平的升高呈显著相关。我们没有发现胎龄与这些农药之间的任何关联。在检出率超过 50%的农药中,BKMR 分析发现混合农药暴露与出生体重呈总体负相关,并证实β-HCH 是造成这种影响的关键农药。荟萃分析显示,β-HCH 的暴露与出生体重呈显著负相关。代谢组学确定了 mecarbam 和 β-HCH 的三个代谢物和五个代谢物作为其影响的显著中介物,其中甘油醛及其相关甘油磷脂代谢物和甲状腺素及其相关甲状腺激素代谢物被发现是最富集的中介代谢途径。
基于综合农药暴露组学和代谢组学全关联研究结合荟萃分析,我们发现产前暴露于β-HCH 和 mecarbam 通过破坏甲状腺激素代谢和甘油醛代谢降低了出生体重,为接触农药对出生结局的毒性作用提供了新的见解。