Evidence map›Paper›PMID 28350927›Full record

ArticleJAMA2017

Association of Childhood Blood Lead Levels With Cognitive Function and Socioeconomic Status at Age 38 Years and With IQ Change and Socioeconomic Mobility Between Childhood and Adulthood.

Aaron Reuben, Avshalom Caspi, Daniel W Belsky, Jonathan Broadbent, Honalee Harrington, Karen Sugden, Renate M Houts, Sandhya Ramrakha, Richie Poulton, Terrie E Moffitt

Open access · greenAbstract read
In one paragraph

Article in JAMA, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 155 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
155citing papers in PubMed, 5 pooled it
18.7field-weighted citation impact, top 1% 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

155 citing papers in PubMed, 5 syntheses or guidelines pooled it, 319 citations in OpenAlex.

  1. Pooled it
  2. Relation of blood lead levels and lead in gasoline: an updated systematic review.Environmental health : a global access science source · 2022
    Pooled it
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  13. A Heavy Metal and Trace Element Biomonitoring Study in a Young Cohort (Aged 18-24) in Istanbul, Turkey.International journal of environmental research and public health · 2026
    Article
  14. Exposure to lead and incidence of Alzheimer's disease and all-cause dementia in the United States.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
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95 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 3 countries.

Aaron ReubenDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina.
Avshalom CaspiDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina2Center for Genomic and Computational Biology, Duke University, Durham, North Carolina3Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina4Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, & Neuroscience, King's College, London, United Kingdom.
Daniel W BelskySocial Science Research Institute, Duke University, Durham, North Carolina6Department of Medicine, Duke University School of Medicine, Durham, North Carolina.
Jonathan BroadbentSir John Walsh Research Institute, Faculty of Dentistry, University of Otago, Dunedin, New Zealand.
Honalee HarringtonDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina.
Karen SugdenDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina.
Renate M HoutsDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina.
Sandhya RamrakhaDunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand.
Richie PoultonDunedin Multidisciplinary Health and Development Research Unit, Department of Psychology, University of Otago, Dunedin, New Zealand.
Terrie E MoffittDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina2Center for Genomic and Computational Biology, Duke University, Durham, North Carolina3Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina4Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, & Neuroscience, King's College, London, United Kingdom.
Duke University · USUniversity of Otago · NZKing's College London · GBSocial Science Research Council · US

Funding

STALLARD Admin Supp: Predicting Future Care Needs and Costs for Individual Medicare Enrollees with Incident Suspected Alzheimer's DiseaseP30AG034424 · NIA · DUKE UNIVERSITY · PI Tyson Brown · 2009 to 2026
$12.2M
Quantifying Individual Differences in Midlife Structural Brain Integrity Associated with Later AD/ADRD RiskR01AG049789 · NIA · DUKE UNIVERSITY · PI AHMAD R. HARIRI, TERRIE E MOFFITT · 2015 to 2026
$10.6M
Is mental disorder a preventable cause of age-related disease? The Dunedin Study.R01AG032282 · NIA · DUKE UNIVERSITY · PI CASPI, AVSHALOM, MOFFITT, TERRIE E · 2009 to 2025
$9.5M
Generating new knowledge to support reversibility interventionsR01AG048895 · NIA · DUKE UNIVERSITY · PI MOFFITT, TERRIE E · 2014 to 2015
$311k
Medical Research Council MR/P005918/1NIA NIH HHS P30 AG034424NIA NIH HHS R01 AG032282NIA NIH HHS R01 AG048895NIA NIH HHS R01 AG049789
6 · The paper itself

Abstract

Importance: Many children in the United States and around the world are exposed to lead, a developmental neurotoxin. The long-term cognitive and socioeconomic consequences of lead exposure are uncertain. Objective: To test the hypothesis that childhood lead exposure is associated with cognitive function and socioeconomic status in adulthood and with changes in IQ and socioeconomic mobility between childhood and midlife. Design, Setting, and Participants: A prospective cohort study based on a population-representative 1972-1973 birth cohort from New Zealand; the Dunedin Multidisciplinary Health and Development Study observed participants to age 38 years (until December 2012). Exposures: Childhood lead exposure ascertained as blood lead levels measured at age 11 years. High blood lead levels were observed among children from all socioeconomic status levels in this cohort. Main Outcomes and Measures: The IQ (primary outcome) and indexes of Verbal Comprehension, Perceptual Reasoning, Working Memory, and Processing Speed (secondary outcomes) were assessed at age 38 years using the Wechsler Adult Intelligence Scale-IV (WAIS-IV; IQ range, 40-160). Socioeconomic status (primary outcome) was assessed at age 38 years using the New Zealand Socioeconomic Index-2006 (NZSEI-06; range, 10 [lowest]-90 [highest]). Results: Of 1037 original participants, 1007 were alive at age 38 years, of whom 565 (56%) had been lead tested at age 11 years (54% male; 93% white). Mean (SD) blood lead level at age 11 years was 10.99 (4.63) µg/dL. Among blood-tested participants included at age 38 years, mean WAIS-IV score was 101.16 (14.82) and mean NZSEI-06 score was 49.75 (17.12). After adjusting for maternal IQ, childhood IQ, and childhood socioeconomic status, each 5-µg/dL higher level of blood lead in childhood was associated with a 1.61-point lower score (95% CI, -2.48 to -0.74) in adult IQ, a 2.07-point lower score (95% CI, -3.14 to -1.01) in perceptual reasoning, and a 1.26-point lower score (95% CI, -2.38 to -0.14) in working memory. Associations of childhood blood lead level with deficits in verbal comprehension and processing speed were not statistically significant. After adjusting for confounders, each 5-µg/dL higher level of blood lead in childhood was associated with a 1.79-unit lower score (95% CI, -3.17 to -0.40) in socioeconomic status. An association between greater blood lead levels and a decline in IQ and socioeconomic status from childhood to adulthood was observed with 40% of the association with downward mobility mediated by cognitive decline from childhood. Conclusions and Relevance: In this cohort born in New Zealand in 1972-1973, childhood lead exposure was associated with lower cognitive function and socioeconomic status at age 38 years and with declines in IQ and with downward social mobility. Childhood lead exposure may have long-term ramifications.

Indexed as

CognitionIntelligenceSocial MobilityAdultAge FactorsChildCognition DisordersComprehensionFemaleHumansIntelligence TestsLeadMaleMemory, Short-TermNew ZealandProspective StudiesLead

Identifiers

PMID28350927
PMCPMC5490376
OpenAlexW2600945044

What OpenQuestion holds

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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.