Evidence map›Paper›PMID 35085933›Full record

ArticleEnvironment international2022

Environmental exposures to pesticides, phthalates, phenols and trace elements are associated with neurodevelopment in the CHARGE study.

Deborah H Bennett, Stefanie A Busgang, Kurunthachalam Kannan, Patrick J Parsons, Mari Takazawa, Christopher D Palmer, Rebecca J Schmidt, John T Doucette, Julie B Schweitzer, Chris Gennings and 1 more

Open access · goldAbstract read
In one paragraph

Article in Environment international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed, 1 pooled it
6.2field-weighted citation impact, top 2% 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

33 citing papers in PubMed, 1 synthesis or guideline pooled it, 55 citations in OpenAlex.

  1. Pooled it
  2. Workflow for Statistical Analysis of Environmental Mixtures.Environmental health perspectives · 2026
    Review
  3. Article
  4. Article
  5. Phthalates Induced Neurotoxicity: A Mechanistic Approach.Central nervous system agents in medicinal chemistry · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Environmental Mixtures Analysis (E-MIX) Workflow and Methods Repository.medRxiv : the preprint server for health sciences · 2024
    Article
  19. Article
  20. 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

11 authors at 5 institutions in 1 country.

Deborah H BennettDepartment of Public Health Sciences, School of Medicine, University of California at Davis (UC Davis), Davis, CA, USA. Electronic address: dhbennett@ucdavis.edu.
Stefanie A BusgangDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Kurunthachalam KannanDivision of Environmental Health Sciences, Wadsworth Center, New York State Department of Health, Albany, NY, USA; Department of Environmental Health Sciences, University at Albany, State University of New York, Albany, NY, USA; Department of Pediatrics and Department of Environmental Medicine, New York University School of Medicine, New York, NY, USA.
Patrick J ParsonsDivision of Environmental Health Sciences, Wadsworth Center, New York State Department of Health, Albany, NY, USA; Department of Environmental Health Sciences, University at Albany, State University of New York, Albany, NY, USA.
Mari TakazawaDivision of Environmental Health Sciences, Wadsworth Center, New York State Department of Health, Albany, NY, USA.
Christopher D PalmerDivision of Environmental Health Sciences, Wadsworth Center, New York State Department of Health, Albany, NY, USA; Department of Environmental Health Sciences, University at Albany, State University of New York, Albany, NY, USA.
Rebecca J SchmidtDepartment of Public Health Sciences, School of Medicine, University of California at Davis (UC Davis), Davis, CA, USA; UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Sacramento, CA, USA.
John T DoucetteDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Julie B SchweitzerUC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Sacramento, CA, USA; Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California at Davis (UC Davis), Sacramento, CA, USA.
Chris GenningsDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Irva Hertz-PicciottoDepartment of Public Health Sciences, School of Medicine, University of California at Davis (UC Davis), Davis, CA, USA; UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, UC Davis, Sacramento, CA, USA.
University of California, Davis · USIcahn School of Medicine at Mount Sinai · USAlbany State University · USUniversity at Albany, State University of New York · USWadsworth Center · US

Funding

Statistical Services and Methods Development ResourceU2CES026555 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KOVATCH, PATRICIA · 2015 to 2025
$26.4M
UC Davis Environmental Health Sciences Core CenterP30ES023513 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Nicholas J. KENYON · 2015 to 2026
$26.0M
Revisiting ReCHARGE: ECHO Follow up on Middle Childhood and AdolescenceUH3OD023365 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Deborah Hall Bennett, Irva Hertz-Picciotto · 2018 to 2026
$21.9M
Wadsworth Center's Human Health and Exposure Analysis Resource (WC-HHEAR)U2CES026542 · NIEHS · WADSWORTH CENTER · PI KANNAN, KURUNTHACHALAM, KANNAN, KURUNTHACHALAM · 2015 to 2025
$15.6M
THE CHARGE STUDY: CHILDHOOD AUTISM RISKS FROM GENETICS AND THE ENVIRONMENT - ADMINISTRATIVE SUPPLEMENTR01ES015359 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA · 2007 to 2019
$13.8M
UC Davis Center for Children's Environmental Health (CCEH)P01ES011269 · NIEHS · UNIVERSITY OF CALIFORNIA DAVIS · PI VAN DE WATER, JUDY A. · 2001 to 2018
$12.5M
Research Project: Pathologic Significance of Maternal AutoantibodiesP50HD103526 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI JUDY A. VAN DE WATER · 2020 to 2026
$9.7M
Autism Risk, Prenatal Environmental Exposures, and Pathophysiologic MarkersR01ES020392 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA, OZONOFF, SALLY · 2011 to 2015
$9.0M
Rodent Behavior CoreU54HD079125 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA · 2013 to 2019
$8.5M
National Exposure Assessment Laboratory at EmoryU2CES026560 · NIEHS · EMORY UNIVERSITY · PI MILLER, GARY W · 2015 to 2015
$8.3M
The CHARGE Study Phase II: A Multifactorial Approach to Autism EtiologyR01ES031701 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BENNETT, DEBORAH HALL, HERTZ-PICCIOTTO, IRVA · 2020 to 2025
$8.3M
Revisiting ReCHARGE: ECHO Follow up on Middle Childhood and AdolescenceUG3OD023365 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BENNETT, DEBORAH HALL, HERTZ-PICCIOTTO, IRVA · 2016 to 2024
$6.4M
NICHD NIH HHS P50 HD103526NICHD NIH HHS U54 HD079125NIEHS NIH HHS P01 ES011269NIEHS NIH HHS P30 ES023513NIEHS NIH HHS R01 ES015359NIEHS NIH HHS R01 ES020392NIEHS NIH HHS R01 ES031701NIEHS NIH HHS R24 ES028533NIEHS NIH HHS U2C ES026542NIEHS NIH HHS U2C ES026555NIEHS NIH HHS U2C ES026560NIH HHS UG3 OD023365NIH HHS UH3 OD023365
6 · The paper itself

Abstract

objectiveTo determine if higher exposures measured in early childhood to environmental phenols, phthalates, pesticides, and/or trace elements, are associated with increased odds of having a diagnosis of Autism Spectrum Disorder (ASD), Developmental Delay (DD), or Other Early Concerns (OEC) compared to typically developing children (TD).

methodsThis study included 627 children between the ages of 2-5 who participated in the Childhood Autism Risks from Genetics and Environment (CHARGE) study. Urine samples were collected at the same study visit where diagnostic assessments to confirm diagnosis indicated during the recruitment process were performed. Adjusted multinomial regression models of each chemical with diagnosis as the outcome were conducted. Additionally, two methods were used to analyze mixtures: repeated holdout multinomial weighted quantile sum (WQS) regression for each chemical class; and a total urinary mixture effect was assessed with repeated holdout random subset WQS.

resultsMany urinary chemicals were associated with increased odds of ASD, DD or OEC compared to TD; however, most did not remain significant after false discovery rate adjustment. Repeated holdout WQS indices provided evidence for associations of both a phenol/paraben mixture effect and a trace element mixture effect on DD independently. In analyses adjusted for confounders and other exposures, results suggested an association of a pesticide mixture effect with increased risk for ASD. Results also suggested associations of a total urinary mixture with greater odds of both ASD and DD separately.

conclusionHigher concentrations of urinary biomarkers were associated with ASD, DD, and OEC compared to TD, with consistency of the results comparing single chemical analyses and mixture analyses. Given that the biospecimens used for chemical analysis were generally collected many months after diagnoses were made, the direction of any causal association is unknown. Hence findings may reflect higher exposures among children with non-typical development than TD children due to differences in behaviors, metabolism, or toxicokinetics.

Indexed as

Autism Spectrum DisorderAutistic DisorderPesticidesTrace ElementsChildChild, PreschoolEnvironmental ExposureHumansPhenolsPesticidesPhenolsTrace ElementsAutismEnvironmental phenolsMixturesParabenPesticideWeighted quantile sum

Identifiers

PMID35085933
PMCPMC9317896
OpenAlexW4207005541

What OpenQuestion holds

Textmetadata
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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.