Evidence map›Paper›PMID 41304506›Full record

ArticleToxics2025

Effects of Prenatal Essential and Toxic Metal Exposure on Children's Neurodevelopment: A Multi-Method Approach.

Xiruo Kou, Stefano Renzetti, Josefa Canals, Stefano Calza, Cristina Jardí, Victoria Arija

Abstract read
In one paragraph

Article in Toxics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Neurotoxic mechanisms of cadmium in neurodegenerative diseases.Frontiers in cell and developmental biology · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Xiruo KouNutrition and Mental Health (NUTRISAM) Research Group, Universitat Rovira i Virgili, 43204 Reus, Spain.
Stefano RenzettiDepartment of Medical and Surgical Specialties, Radiological Sciences, and Public Health, Università Degli Studi di Brescia, 43201 Brescia, Italy.ORCID 0000-0002-4467-765X
Josefa CanalsNutrition and Mental Health (NUTRISAM) Research Group, Universitat Rovira i Virgili, 43204 Reus, Spain.ORCID 0000-0002-6209-9558
Stefano CalzaDepartment of Molecular and Translational Medicine, Università Degli Studi di Brescia, 43201 Brescia, Italy.ORCID 0000-0003-4996-7995
Cristina JardíNutrition and Mental Health (NUTRISAM) Research Group, Universitat Rovira i Virgili, 43204 Reus, Spain.ORCID 0000-0002-7946-1488
Victoria ArijaNutrition and Mental Health (NUTRISAM) Research Group, Universitat Rovira i Virgili, 43204 Reus, Spain.ORCID 0000-0002-1758-0975

Funding

Instituto de Salud Carlos III, Fondo de Investigacion Sanitaria PI12/02777Ministerio de Sanidad y Consumo PI17/01754
6 · The paper itself

Abstract

The impact of prenatal exposure to trace metal mixtures on children's neurodevelopment remains debated. Many studies treat all trace metals as a single entity, overlooking the distinct biological roles of essential and toxic metals. This approach may highlight overall exposure but fails to capture their differential effects on neurodevelopment. This study aims to examine the associations between prenatal exposure to essential and toxic metals and children's cognitive development, focusing on their independent effects. A cohort of 201 mother-infant pairs was analyzed. Maternal urinary metal levels were measured at 12 weeks of gestation, and children's neurodevelopment was assessed at 4 years using the Wechsler Preschool and Primary Scale of Intelligence and the Developmental Neuropsychological Assessment. Generalized Additive Models (GAM), Restricted Cubic Spline (RCS), and Weighted Quantile Sum (WQS) regression were applied. GAM identified non-linear associations between essential metals (manganese and molybdenum) and cognitive outcomes, including verbal comprehension index (VCI), working memory index, full-scale IQ, and general ability index, which were confirmed by RCS. No non-linear relationships were observed for toxic metals. WQS showed negative associations between toxic metals and VCI (b = -1.07), processing speed index (b = -0.98), vocabulary acquisition index (b = -1.25), and verbal fluency (b = -0.23), mainly driven by cadmium (Cd) and antimony (Sb). Essential metal mixtures were not associated with cognitive outcomes. Prenatal exposure to toxic metals negatively affects children's cognitive and neuropsychological development. Reducing maternal exposure during pregnancy is essential for protecting offspring development.

Indexed as

essential metalsneurodevelopmentprenatal metal exposuretoxic metalsweighted quantile sum regression

Identifiers

PMID41304506
PMCPMC12656216

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.