ArticleJournal of exposure science & environmental epidemiology2025
Childhood Pb-induced cognitive dysfunction: structural equation modeling of hot and cold executive functions.
Article in Journal of exposure science & environmental epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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2 citing papers in PubMed.
- Sexual dimorphism in the programming effects of prenatal manganese multi-media biomarker on temporal cognition in school-aged children.Scientific reports · 2026Article
- Lead exposure across early life in Latin America and the Caribbean: prevention strategies and reproductive health considerations.Frontiers in reproductive health · 2026Review
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11 authors.
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Abstract
backgroundChildhood lead [Pb] exposure has been consistently linked to neurotoxic effects related to the prefrontal cortex, a critical mediating structure involved in decision-making, planning, problem-solving, and specific aspects of short-term memory, i.e., the components of executive functions [EFs]. Limited studies have taken a deeper phenotyping approach that assess Pb's effects across multiple EF dimensions simultaneously, which can be organized into hot [e.g., reward, motivation] and cold [e.g., primary cognitive processing] dimensions.
objectiveWe investigated whether childhood Pb exposure affects hot and cold EF dimensions and assessed any sexually dimorphic effects.
methodsLeveraging a longitudinal birth cohort based in Mexico City, children's (n = 602) whole blood Pb levels (mean 23.66 μg/L) were measured at ages 4-6 and they were administered several EF tasks at ages 6-9. Confirmatory factor analysis confirmed that six EF tests estimated two latent variables representing hot and cold EF dimensions. Structural equation modeling [SEM] estimated the neurotoxic effect of childhood Pb exposure on latent variables of hot [higher scores indicate improved performance] and cold [higher scores indicate poorer performance] EFs. Subsequently, a multi-group SEM explored potential effect modifications by child sex.
resultsPb exposure was significantly associated with negative impacts on hot EF performance [b = -0.129, p = 0.004]. In both males (b = -0.128, p = 0.032) and females (b = -0.132, p = 0.027), childhood Pb exposure was significantly associated with a reduction in hot EF performance, with no evidence of an interaction with sex. Additionally, we found no association between Pb exposure and cold EF performance [b = 0.063, p = 0.392] and no notable sex differences. IMPACT: The present study leverages a sophisticated SEM framework as an exploratory tool and a neurotoxic framework to analyze multidimensional cognitive data, aiming to delineate hot and cold EFs. Our findings are consistent with neurotoxicity secondary to childhood Pb exposure impacting hot EF performance more than cold EF, though comparable trends were noted in cold EF performance for both sexes. Our approach uniquely captures hot EF, the more emotional and self-regulatory aspect of EF, adding a novel dimension to the literature on Pb exposure and cognitive development.
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