ArticleNeurotoxicology2022
Prenatal metal mixture concentrations and reward motivation in children.
Article in Neurotoxicology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.
- Neurodevelopmental Outcomes Associated with Early-Life Exposure to Heavy Metals: A Systematic Review.International journal of environmental research and public health · 2025Pooled it
- Amyloid beta levels and occludin depletion in low dose heavy metal mixture mediated cerebellar toxicity in Wistar rats.Scientific reports · 2026Article
- Essential and non-essential metals in children's intellectual functioning: A multi-media biomarker approach from a Mexico City birth cohort.Environmental research · 2025Article
- Effects of Prenatal Essential and Toxic Metal Exposure on Children's Neurodevelopment: A Multi-Method Approach.Toxics · 2025Article
- Review
- Using machine learning to investigate the influence of the prenatal chemical exposome on neurodevelopment of young children.Neurotoxicology · 2025Article
- Prenatal exposure to metal mixtures and childhood temporal processing in the PROGRESS Birth Cohort Study: Modification by childhood obesity.The Science of the total environment · 2024Article
- Update of the risk assessment of inorganic arsenic in food.EFSA journal. European Food Safety Authority · 2024Article
- Selenium and zinc alleviate quaternary metal mixture -induced neurotoxicity in rats by inhibiting oxidative damage and modulating the expressions of NF-kB and Nrf2/Hmox-1 pathway.IBRO neuroscience reports · 2023Article
- Prenatal manganese biomarkers and operant test battery performance in Mexican children: Effect modification by child sex.Environmental research · 2023Article
- Environmental chemical exposures and mental health outcomes in children: a narrative review of recent literature.Frontiers in toxicology · 2023Review
- Network Dynamics in Elemental Assimilation and Metabolism.Entropy (Basel, Switzerland) · 2021Article
Corrections and comments
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Authors and funding
13 authors at 5 institutions in 3 countries.
Funding
Abstract
Reward motivation is a complex umbrella term encompassing the cognitions, emotions, and behaviors involved in the activation, execution, and persistence of goal-directed behavior. Altered reward motivation in children is characteristic of many neurodevelopmental and psychiatric disorders. Previously difficult to operationalize, the Progressive Ratio (PR) task has been widely used to assess reward motivation in animal and human studies, including children. Because the neural circuitry supporting reward motivation starts developing during pregnancy, and is sensitive to disruption by environmental toxicants, including metals, the goal of this study was to examine the association between prenatal concentrations of a mixture of neurotoxic metals and reward motivation in children. We measured reward motivation by administering a PR test to 373 children ages 6-8 years enrolled in the Programming Research in Obesity, Growth, Environment and Social Stressors (PROGRESS) Study in Mexico City. Children were asked to press a response lever for a token reward; one press on the response lever was required to earn the first token and each subsequent token required an additional 10 lever presses. Maternal blood concentrations of lead, manganese, zinc, arsenic, cadmium, and selenium were measured using inductively-coupled plasma mass spectrometry during the 2nd and 3rd trimesters of pregnancy. We performed generalized Weighted Quantile Sum (gWQS) regression analyses to examine associations between the prenatal metal mixture and reward motivation; adjusting for child sex, birthweight and age; and maternal IQ, education, and socioeconomic status. The prenatal metal mixture was significantly associated with higher motivation as indicated by more lever presses (ß = 0.02, p < 0.001) and a shorter time between receiving the reinforcer and the first press (ß = 0.23, p = 0.01), and between subsequent presses (ß = 0.07, p = 0.005). Contributions of different metals to this association differed by trimester and child sex. These findings suggest that children with increased exposure to metal during the 2nd and 3rd trimesters of gestation demonstrate increased reward motivation, which may reflect a tendency to perseverate or hypersensitivity to positive reinforcement.
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Registered trials
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.