Evidence map›Paper›PMID 27770710›Full record

ArticleEnvironmental research2017

Associations of cumulative Pb exposure and longitudinal changes in Mini-Mental Status Exam scores, global cognition and domains of cognition: The VA Normative Aging Study.

Zishaan Farooqui, Kelly M Bakulski, Melinda C Power, Marc G Weisskopf, David Sparrow, Avron Spiro, Pantel S Vokonas, Linda H Nie, Howard Hu, Sung Kyun Park

Abstract read
In one paragraph

Article in Environmental research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 2 pooled it
–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

32 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Association between proximity to a lead-releasing facility and cognition in diverse cohorts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Pooled it
  2. Air Pollution and Dementia: A Systematic Review.Journal of Alzheimer's disease : JAD · 2019
    Pooled it
  3. Urinary Metal Levels after Repeated Edetate Disodium Infusions: Preliminary Findings.International journal of environmental research and public health · 2020
    Trial
  4. Review
  5. Article
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  8. Article
  9. Optimism and cognitive functioning trajectories in a cohort of aging men.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
    Article
  10. Article
  11. Article
  12. The Epidemiological and Toxicological Intersection of Air Pollution and Dementia.Reviews of environmental contamination and toxicology · 2025
    Review
  13. Article
  14. Review
  15. Article
  16. Article
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  19. Review
  20. Association of environmental lead toxicity and hematologic outcomes in patients with advanced kidney disease.Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2023
    Article
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

10 authors.

Zishaan FarooquiDepartment of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Kelly M BakulskiDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Melinda C PowerDepartment of Epidemiology and Biostatistics, George Washington University Milken Institute of Public Health, Washington, DC, USA.
Marc G WeisskopfDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
David SparrowVA Normative Aging Study, Veterans Affairs Boston Health Care System, Boston, MA, USA; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
Avron SpiroVA Normative Aging Study, Veterans Affairs Boston Health Care System, Boston, MA, USA; Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA; Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA.
Pantel S VokonasVA Normative Aging Study, Veterans Affairs Boston Health Care System, Boston, MA, USA; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
Linda H NieSchool of Health Sciences, Purdue University, West Lafayette, IN, USA.
Howard HuDepartment of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Sung Kyun ParkDepartment of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA. Electronic address: sungkyun@umich.edu.

Funding

Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI Marc G Weisskopf · 1985 to 2026
$44.6M
University of Michigan ERC-supplement (TRT)T42OH008455 · OH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NEITZEL, RICHARD L · 2005 to 2025
$32.3M
Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2011 to 2026
$21.3M
ENVIRONMENTAL TOXICOLOGY PRE/POST DOCTORAL RES.TRAININGT32ES007062 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Justin Adam Colacino · 1985 to 2026
$10.5M
LEAD-GENE INTERACTIONS AND CONGNITIONR01ES005257 · NIEHS · BRIGHAM AND WOMEN'S HOSPITAL · PI WEISSKOPF, MARC G · 1991 to 2007
$4.2M
Environment, Novel Aging Outcomes, and GeneticsK01ES016587 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI PARK, SUNG KYUN · 2009 to 2013
$622k
ACL HHS T42OH008455NIEHS NIH HHS K01 ES016587NIEHS NIH HHS P30 ES000002NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R01 ES005257NIEHS NIH HHS T32 ES007062NIOSH CDC HHS T42 OH008455
6 · The paper itself

Abstract

backgroundLead (Pb) exposure has been associated with poorer cognitive function cross-sectionally in aging adults, however the association between cumulative Pb exposure and longitudinal changes in cognition is little characterized.

methodsIn a 1993-2007 subcohort of the VA Normative Aging Study (Mini-mental status exam (MMSE) n=741; global cognition summary score n=715), we used linear mixed effects models to test associations between cumulative Pb exposure (patella or tibia bone Pb) and repeated measures of cognition (MMSE, individual cognitive tests, and global cognition summary). Cox proportional hazard modeling assessed the risk of an MMSE score falling below 25.

resultsAmong men 51-98 at baseline, higher patella Pb concentration (IQR: 21μg/g) was associated with -0.13 lower baseline MMSE (95% CI: -0.25, -0.004) and faster longitudinal MMSE decline (-0.016 units/year, 95% CI: -0.032, -0.0004) over 15 years. Each IQR increase in patella Pb was associated with increased risk of a MMSE score below 25 (HR=1.21, 95% CI: 0.99, 1.49; p=0.07). There were no significant associations between Pb and global cognition (both baseline and longitudinal change). Patella Pb was associated with faster longitudinal decline in Word List Total Recall in the language domain (0.014 units/year, 95% CI: -0.026, -0.001) and Word List Delayed Recall in the memory domain (0.014 units/year, 95% CI: -0.027, -0.002). We found weaker associations with tibia Pb.

conclusionsCumulative Pb exposure is associated with faster declines in MMSE and Word List Total and Delayed Recall tests. These findings support the hypothesis that Pb exposure accelerates cognitive aging.

Indexed as

Environmental ExposureAdultAgedAged, 80 and overAgingCognitionCognition DisordersEnvironmental PollutantsHumansLeadLongitudinal StudiesMaleMassachusettsMiddle AgedNeuropsychological TestsPatellaEnvironmental PollutantsLeadAgingBone leadCognitive declineLongitudinal studyMMSE

Identifiers

PMID27770710
PMCPMC5135609

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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.