Evidence map›Paper›PMID 40033031›Full record

ArticleJournal of exposure science & environmental epidemiology2025

Childhood Pb-induced cognitive dysfunction: structural equation modeling of hot and cold executive functions.

Jamil M Lane, Shelley H Liu, Vishal Midya, Cecilia S Alcala, Shoshannah Eggers, Katherine Svensson, Sandra Martinez-Medina, Megan K Horton, Roberta F White, Martha M Téllez-Rojo and 1 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

11 authors.

Jamil M LaneDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA. jamil.lane@mssm.edu.ORCID http://orcid.org/0000-0002-2494-0318
Shelley H LiuDepartment of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Vishal MidyaDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Cecilia S AlcalaDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Shoshannah EggersDepartment of Epidemiology, University of Iowa College of Public Health, Iowa City, IA, USA.
Katherine SvenssonDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Sandra Martinez-MedinaDepartment of Developmental Neurobiology, National Institute of Perinatology, Mexico City, Mexico.
Megan K HortonDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Roberta F WhiteDepartments of Environmental Health and Neurology, Boston University Schools of Public Health and Medicine, Boston, MA, USA.
Martha M Téllez-RojoCenter for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, Mexico.
Robert O WrightDepartment of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Funding

Pulmonary Toxicology Facility CoreP30ES005605 · NIEHS · UNIVERSITY OF IOWA · PI Jong Sung Kim · 1990 to 2026
$40.5M
The Mount Sinai Transdisciplinary Center on Early Environmental ExposuresP30ES023515 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Chris Gennings · 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
Research Training Program in Pediatric ExposomicsT32HD049311 · NICHD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KECIA Nicole CARROLL, Robert O Wright · 2007 to 2026
$7.4M
Organic-metal mixtures and neurodevelopmentR01ES026033 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Manish Arora, Robert O Wright · 2016 to 2026
$6.1M
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
Examining Prenatal Inflammation and Neurodevelopment in a Longitudinal Fetal-to-Age 9 Imaging Study - Administrative SupplementR01MH122447 · NIMH · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI THOMASON, MORIAH E, TRENTACOSTA, CHRISTOPHER J · 2020 to 2025
$3.9M
Metal Mixtures and NeurodevelopmentR01ES014930 · NIEHS · BRIGHAM AND WOMEN'S HOSPITAL · PI WRIGHT, ROBERT O · 2006 to 2010
$3.2M
Metals Dysregulation, Brain Development, and Autism Spectrum DisorderR01ES029511 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI ANDRA, SYAM S, VOLK, HEATHER E · 2020 to 2024
$2.9M
The Programming Research in Obesity, GRowth, Environment and Social Stress (PROGRESS) CohortR24ES028522 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Megan K Horton, Maria Jose Rosa · 2017 to 2026
$1.8M
Early life metal exposure, the gut microbiome, and neurodevelopment in childhoodR00ES032884 · NIEHS · UNIVERSITY OF IOWA · PI EGGERS, SHOSHANNAH IYLENE · 2023 to 2025
$727k
The Programming Research in Obesity, GRowth, Environment and Social Stress (PROGRESS) CohortU24ES028522 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI HORTON, MEGAN K, ROSA, MARIA JOSE · 2024 to 2025
$719k
NICHD NIH HHS K25 HD104918NICHD NIH HHS T32 HD049311NIEHS NIH HHS K99 ES036277NIEHS NIH HHS P30 ES005605NIEHS NIH HHS P30 ES023515NIEHS NIH HHS R00 ES032884NIEHS NIH HHS R01 ES013744NIEHS NIH HHS R01 ES014930NIEHS NIH HHS R01 ES026033NIEHS NIH HHS R01 ES028927NIEHS NIH HHS R01 ES029511NIEHS NIH HHS R03 ES033374NIEHS NIH HHS R24 ES028522NIEHS NIH HHS U24 ES028522NIMH NIH HHS R01 MH122447
6 · The paper itself

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.

Indexed as

Cognitive DysfunctionEnvironmental ExposureExecutive FunctionLeadChildChild, PreschoolFemaleHumansLatent Class AnalysisLongitudinal StudiesMaleMexicoLeadExecutive functionLead exposureNeurotoxicologyStructural equation modeling

Identifiers

PMID40033031
PMCPMC12354184

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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.