ArticleJAMA2020
Association of Childhood Lead Exposure With MRI Measurements of Structural Brain Integrity in Midlife.
Article in JAMA, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
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Who cites it
37 citing papers in PubMed, 68 citations in OpenAlex.
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- Association of Multiple Plasma Metals With Cerebral Microbleeds: A Brain Magnetic Resonance Imaging-Based Study.Journal of the American Heart Association · 2026Article
- Prenatal and Early Postnatal Lead Exposure and Later Adulthood Cognitive Function in the St. Louis Baby Tooth-Later Life Health Study.Neurology · 2026Article
- Cumulative childhood lead exposure estimation and school-age IQ in a prospective birth cohort.Environmental health : a global access science source · 2025Article
- DunedinPACNI estimates the longitudinal Pace of Aging from a single brain image to track health and disease.Nature aging · 2025Article
- Developmental Pb exposure increases rate of forgetting on a delayed matching-to-sample task among Mexican children.Science advances · 2025Article
- The role of the gut microbiome in the associations between lead exposure and child neurodevelopment.Toxicology letters · 2025Review
- An estimate of the longitudinal pace of aging from a single brain scan predicts dementia conversion, morbidity, and mortality.bioRxiv : the preprint server for biology · 2025Article
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- The impact of psychosocial adversity on brain and behaviour: an overview of existing knowledge and directions for future research.Molecular psychiatry · 2024Review
- Inflammation in Metal-Induced Neurological Disorders and Neurodegenerative Diseases.Biological trace element research · 2024Review
- A single-cell transcriptomic landscape of cadmium-hindered brain development in mice.Communications biology · 2024Article
- Childhood blood-lead level predicts lower general, non-selective hippocampal subfield volumes in midlife.Ecotoxicology and environmental safety · 2024Article
- Development of Molecularly Imprinted Magnetic Amino Acid-Based Nanoparticles for Voltammetric Analysis of Lead Ions in Honey.Polymers · 2024Article
- The Effects of the Flint water crisis on the educational outcomes of school-age children.Science advances · 2024Article
- Who tests for lead and why? A 10-year analysis of blood lead screening, follow-up and CNS outcomes in a statewide US healthcare system.Occupational and environmental medicine · 2024Article
- Multilayer network associations between the exposome and childhood brain development.bioRxiv : the preprint server for biology · 2023Article
- Hippocampal and amygdala volumes vary with residential proximity to toxicants at Birmingham, Alabama's 35th Avenue Superfund site.Behavioral neuroscience · 2023Article
Corrections and comments
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Authors and funding
12 authors at 3 institutions in 4 countries.
Funding
Abstract
Importance: Childhood lead exposure has been linked to disrupted brain development, but long-term consequences for structural brain integrity are unknown. Objective: To test the hypothesis that childhood lead exposure is associated with magnetic resonance imaging (MRI) measurements of lower structural integrity of the brain in midlife. Design, Setting, and Participants: The Dunedin Study followed a population-representative 1972-1973 birth cohort in New Zealand (N = 564 analytic sample) to age 45 years (until April 2019). Exposures: Childhood blood lead levels measured at age 11 years. Main Outcomes and Measures: Structural brain integrity at age 45 years assessed via MRI (primary outcomes): gray matter (cortical thickness, surface area, hippocampal volume), white matter (white matter hyperintensities, fractional anisotropy [theoretical range, 0 {diffusion is perfectly isotropic} to 100 {diffusion is perfectly anisotropic}]), and the Brain Age Gap Estimation (BrainAGE), a composite index of the gap between chronological age and a machine learning algorithm-estimated brain age (0 indicates a brain age equivalent to chronological age; positive and negative values represent an older and younger brain age, respectively). Cognitive function at age 45 years was assessed objectively via the Wechsler Adult Intelligence Scale IV (IQ range, 40-160, standardized to a mean of 100 [SD, 15]) and subjectively via informant and self-reports (z-score units; scale mean, 0 [SD, 1]). Results: Of 1037 original participants, 997 were alive at age 45 years, of whom 564 (57%) had received lead testing at age 11 years (302 [54%] male) (median follow-up, 34 [interquartile range, 33.7-34.7] years). Mean blood lead level at age 11 years was 10.99 (SD, 4.63) μg/dL. After adjusting for covariates, each 5-μg/dL higher childhood blood lead level was significantly associated with 1.19-cm2 smaller cortical surface area (95% CI, -2.35 to -0.02 cm2; P = .05), 0.10-cm3 smaller hippocampal volume (95% CI, -0.17 to -0.03 cm3; P = .006), lower global fractional anisotropy (b = -0.12; 95% CI, -0.24 to -0.01; P = .04), and a BrainAGE index 0.77 years older (95% CI, 0.02-1.51 years; P = .05) at age 45 years. There were no statistically significant associations between blood lead level and log-transformed white matter hyperintensity volume (b = 0.05 log mm3; 95% CI, -0.02 to 0.13 log mm3; P = .17) or mean cortical thickness (b = -0.004 mm; 95% CI, -0.012 to 0.004 mm; P = .39). Each 5-μg/dL higher childhood blood lead level was significantly associated with a 2.07-point lower IQ score at age 45 years (95% CI, -3.39 to -0.74; P = .002) and a 0.12-point higher score on informant-rated cognitive problems (95% CI, 0.01-0.23; P = .03). There was no statistically significant association between childhood blood lead levels and self-reported cognitive problems (b = -0.02 points; 95% CI, -0.10 to 0.07; P = .68). Conclusions and Relevance: In this longitudinal cohort study with a median 34-year follow-up, higher childhood blood lead level was associated with differences in some MRI measures of brain structure that suggested lower structural brain integrity in midlife. Because of the large number of statistical comparisons, some findings may represent type I error.
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