Executive functions in school-aged children exposed to airborne manganese: A multilevel analysis

Environ Res. 2022 Jul:210:112940. doi: 10.1016/j.envres.2022.112940. Epub 2022 Feb 17.

Abstract

Neuropsychological alterations have been identified in populations heavily exposed to metals with neurotoxic potential, such as manganese (Mn). This study examined the associations between Mn environmental exposure in school-aged children and executive functions, using structural equation modeling. Children, aged between 7 and 12 years (N = 181), were recruited from four elementary schools located in a region that is under the influence of atmospheric emissions from a ferro-manganese alloy plant in the municipality of Simões Filho, Bahia, Brazil. The following cognitive functions were evaluated: Intelligence, Inhibitory Control, Cognitive Flexibility, Verbal and Design Fluency, Verbal and Visual Working Memory and Attention. We performed structural equation modeling to identify the following executive functions latent variables: working memory, inhibitory control and cognitive flexibility. We further analyzed the relations between executive functions and Mn measured in hair (MnH) and toenails (MnTn) with linear mixed models, after controlling for co-variables. A positive effect at the individual level on working memory, inhibition control and cognitive flexibility was observed with MnTn after controlling for co-variables, but no association was found with MnH levels. However, children attending school most environmentally exposed to Mn emissions, which had the highest rate of Mn dust deposition, had the poorest scores on working memory. These findings suggest both benefits and risk of Mn on children's cognitive development.

Keywords: Executive functions; Manganese; Neuropsychological assessment; Neurotoxicology.

MeSH terms

  • Child
  • Environmental Exposure / adverse effects
  • Environmental Exposure / analysis
  • Executive Function*
  • Humans
  • Ions / analysis
  • Ions / pharmacology
  • Manganese* / analysis
  • Manganese* / toxicity
  • Memory, Short-Term
  • Multilevel Analysis

Substances

  • Ions
  • Manganese