Evidence map›Paper›PMID 34793781›Full record

ArticleNeurotoxicology2022

Prenatal metal mixture concentrations and reward motivation in children.

Erik de Water, Paul Curtin, Chris Gennings, John J Chelonis, Merle Paule, Moira Bixby, Nia McRae, Katherine Svensson, Lourdes Schnaas, Ivan Pantic and 3 more

Open access · greenAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
0.7field-weighted citation impact, top 32% of its field
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.

  1. Neurodevelopmental Outcomes Associated with Early-Life Exposure to Heavy Metals: A Systematic Review.International journal of environmental research and public health · 2025
    Pooled it
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  5. Review
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  7. Article
  8. Update of the risk assessment of inorganic arsenic in food.EFSA journal. European Food Safety Authority · 2024
    Article
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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

13 authors at 5 institutions in 3 countries.

Erik de WaterIcahn School of Medicine at Mount Sinai, New York, NY, USA. Electronic address: erikdewater@gmail.com.
Paul CurtinIcahn School of Medicine at Mount Sinai, New York, NY, USA.
Chris GenningsIcahn School of Medicine at Mount Sinai, New York, NY, USA.
John J ChelonisU.S. Food and Drug Administration, National Center for Toxicological Research, Jefferson, AR, USA.
Merle PauleU.S. Food and Drug Administration, National Center for Toxicological Research, Jefferson, AR, USA.
Moira BixbyIcahn School of Medicine at Mount Sinai, New York, NY, USA.
Nia McRaeIcahn School of Medicine at Mount Sinai, New York, NY, USA.
Katherine SvenssonDepartment of Health Science, Karlstad University, Karlstad, Sweden.
Lourdes SchnaasNational Institute of Perinatology (INPer), Mexico City, Mexico.
Ivan PanticNational Institute of Perinatology (INPer), Mexico City, Mexico.
Martha M Téllez-RojoNational Institute of Public Health (INSP), Cuernavaca, Mexico.
Robert O WrightIcahn School of Medicine at Mount Sinai, New York, NY, USA.
Megan K HortonIcahn School of Medicine at Mount Sinai, New York, NY, USA.
Icahn School of Medicine at Mount Sinai · USInstituto Nacional de Perinatología · MXNational Center for Toxicological Research · USInstituto Nacional de Salud Pública · MXKarlstad University · SE

Funding

The Mount Sinai Transdisciplinary Center on Early Environmental ExposuresP30ES023515 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Manish Arora · 2014 to 2026
$21.3M
Stress, Lead, Iron Deficiency and NeurodevelopmentR01ES013744 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Robert O Wright · 2007 to 2026
$13.4M
Longitudinal study of metal mixtures and the developmental origins of adolescent risk-takingR01ES028927 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Megan K Horton · 2018 to 2026
$5.3M
Metal Mixtures and NeurodevelopmentR01ES014930 · NIEHS · BRIGHAM AND WOMEN'S HOSPITAL · PI WRIGHT, ROBERT O · 2006 to 2010
$3.2M
NIEHS NIH HHS P30 ES023515NIEHS NIH HHS R01 ES013744NIEHS NIH HHS R01 ES014930NIEHS NIH HHS R01 ES028927
6 · The paper itself

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.

Indexed as

RewardArsenicBirth WeightCadmiumChildFemaleHumansLeadMaleManganeseMental Status and Dementia TestsMetals, HeavyMotivationPregnancyPrenatal Exposure Delayed EffectsSeleniumArsenicCadmiumLeadManganeseMetals, HeavySeleniumZincChildrenMetalsPregnancyProgressive ratioReward motivation

Identifiers

PMID34793781
PMCPMC8748386
OpenAlexW3212427829

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.