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Meng-Long Geng

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Sep 2026

Association between prenatal trace element and toxic metal exposures and autism spectrum disorder symptoms in children: Potential mediating role of cord serum metabolites.

Prenatal element exposure has been linked to autism spectrum disorder (ASD) symptoms; however, the mediating role of metabolites remains unclear. Based on the Ma'anshan Birth Cohort, 18 elements were quantified in maternal serum during the first, second, and third trimesters, and averaged concentrations of three trimesters represented the whole pregnancy exposure. Untargeted metabolomics characterized the metabolomic profiles in umbilical cord serum. ASD symptoms at ages 3, 5, and 6 years were evaluated by the Chinese version of the Clancy Autism Behavior Scale and analyzed independently across developmental stages. Analytical strategies encompassed exposure-wide associations, quantile-based g-computation, meet-in-the-middle approach, pathway enrichment, and causal mediation model. At age 3, each log10-unit increase in cadmium and magnesium concentrations was associated with 1.29-point (95%CI: 0.09, 2.50) and 4.59-point (95%CI: 0.97, 8.22) increases in ASD symptom scores, respectively, whereas selenium was associated with a 3.41-point decrease (95%CI: -6.00, -0.83). Vanadium and copper were inversely associated with ASD symptom scores at age 5; cadmium was positively associated at age 6; and mercury was inversely associated at ages 3 and 6. Overlapping exposure- and outcome-associated metabolites were identified only at age 5. Alpha-Furyl Methyl Diketone mediated an inverse indirect association between cobalt exposure and ASD symptom scores (indirect effect = -0.24, 95%CI: -0.46, -0.08), whereas 3-Methoxypropylamine showed a positive indirect association between barium exposure and ASD symptom scores (indirect effect = 0.13, 95%CI: 0.03, 0.28). Neither cobalt nor barium exhibited a significant total association; thus, these indirect associations were considered exploratory. These findings indicate element- and age-specific patterns rather than a uniform direction of association, while the indirect associations involving cord serum metabolites require confirmation in independent studies.

Ying-Ying Zuo, C. Geng, Chun-Mei Liang et al. · 0 citations
Open access Sep 2026

Association of prenatal co-exposure to OPEs and PAEs with ASD symptom trajectories in preschool children: the modifying role of vitamin D.

INTRODUCTION Few studies have examined prenatal co-exposure to organophosphate esters (OPEs) and phthalic acid esters (PAEs) in relation to childhood autism spectrum disorder (ASD) symptoms, and whether vitamin D modifies these associations. METHODS Included 2400 mother-child dyads from the Ma'anshan Birth Cohort and examined levels of maternal OPEs, PAEs, and vitamin D across the three trimesters. Used the Clancy Autism Behavior Scale to assess preschoolers' ASD symptoms at ages 3, 5, and 6, then used group-based trajectory modeling to fit ASD symptom trajectories. RESULTS ASD symptom scores fit 3 trajectories: low, moderate, and high. Average-MEOHP, average-ΣHMWP, first-trimester-ΣHMWP, third-trimester-DPHP, and third-trimester-BCIPP were associated with increased risk in the moderate group (p < 0.05). Average-MMP, average-ΣHMWP, second-trimester-BEHP, and third-trimester-ΣHMWP were associated with increased risk in the high-score group (p < 0.05). By contrast, first-trimester-BCIPP was negatively correlated with the moderate group. DPHP, DBP, and Σdi-OPEs showed sex-specific effects (psex-int < 0.05). Maternal vitamin D levels modified these associations, with women with vitamin D deficiency showing significantly higher risks. OPEs and PAEs showed mixed effects. CONCLUSION Prenatal exposure to OPEs/PAEs exhibited heterogeneous associations with preschoolers' ASD symptom trajectories, and maternal vitamin D deficiency exacerbates the effects of OPEs/PAEs individual exposure on symptom trajectories.

Xing Wang, J. Tong, Ling Luo et al. · 0 citations
Jul 2026

Sex- and Trimester-Specific Associations of Prenatal Co-Exposure to Organophosphate Esters and Phthalates with Preschoolers' Trajectories of Co-Occurring ADHD and ASD Symptoms: Cord Blood Metabolomic Study in the Ma'anshan Birth Cohort.

Cord blood metabolomics identified pyrimidine, biotin, lysine, cysteine, and methionine metabolism as key mediators of OPE-induced cotrajectories, and purine metabolism mediated PAEs' effects (p < 0.05), which highlights OPE/PAE neurotoxicity and reveals novel cord metabolomic insights.

Xing Wang, J. Tong, Meng-Juan Lu et al. · 2 citations

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