Evidence map›Paper›PMID 31761333›Full record

ArticleEnvironmental research2020

Longitudinal association of biomarkers of pesticide exposure with cardiovascular disease risk factors in youth with diabetes.

Navdep Kaur, Anne P Starling, Antonia M Calafat, Andreas Sjodin, Noemie Clouet-Foraison, Lawrence M Dolan, Giuseppina Imperatore, Elizabeth T Jensen, Jean M Lawrence, Maria Ospina and 5 more

Open access · greenAbstract read
In one paragraph

Article in Environmental research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.7field-weighted citation impact, top 18% 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

9 citing papers in PubMed, 33 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Pesticide Exposure in Relation to the Incidence of Abnormal Glucose Regulation: A Retrospective Cohort Study.International journal of environmental research and public health · 2022
    Article
  7. Article
  8. Occupational exposure of rural workers to pesticides in a vegetable-producing region in Brazil.Environmental science and pollution research international · 2021
    Article
  9. Endocrine Disrupting Chemicals and Type 1 Diabetes.International journal of molecular sciences · 2020
    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

15 authors at 10 institutions in 1 country.

Navdep KaurDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Anne P StarlingDepartment of Epidemiology, Colorado School of Public Health, Aurora, CO, USA.
Antonia M CalafatDivision of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Andreas SjodinDivision of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Noemie Clouet-ForaisonNorthwest Lipid Metabolism and Diabetes Research Laboratory, Division of Metabolism, Endocrinology, and Nutrition, Department of Medicine, University of Washington, Seattle, WA, USA.
Lawrence M DolanDivision of Endocrinology, Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, OH, USA.
Giuseppina ImperatoreDivision of Diabetes Translation, Centers for Disease Control and Prevention (CDC), National Center for Chronic Disease Prevention and Health Promotion, Atlanta, GA, USA.
Elizabeth T JensenDepartment of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Jean M LawrenceDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Maria OspinaDivision of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Catherine PihokerDepartment of Pediatrics, University of Washington, Seattle, WA, USA.
Kyla W TaylorOffice of Health Assessment and Translation, National Toxicology Program, National Institute of Environmental Health Sciences, Durham, NC, USA.
Christine TurleyDepartment of Pediatrics, University of South Carolina School of Medicine, Columbia, SC, USA.
Dana DabeleaDepartment of Epidemiology, Colorado School of Public Health, Aurora, CO, USA.
Lindsay M JaacksDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA. Electronic address: jaacks@hsph.harvard.edu.
Centers for Disease Control and Prevention · USColorado School of Public Health · USHarvard Global Health Institute · USUniversity of Washington · USKaiser Permanente · USNational Center for Chronic Disease Prevention and Health Promotion · USNational Institute of Environmental Health Sciences · USUniversity of Cincinnati Medical Center · USUniversity of South Carolina · USWake Forest University · US

Funding

Transform Dissemination and Implementation Science in CTSA ProgramsUL1TR002319 · NCATS · UNIVERSITY OF WASHINGTON · PI John K. Amory · 2017 to 2026
$100.0M
Institute of Translational Health SciencesUL1TR000423 · NCATS · UNIVERSITY OF WASHINGTON · PI DISIS, MARY L. · 2012 to 2016
$49.4M
LCenter for Clinical and Translational Science and TrainingUL1TR001425 · NCATS · UNIVERSITY OF CINCINNATI · PI MEINZEN-DERR, JAREEN, STRAWN, JEFFREY ROBERT · 2015 to 2024
$37.5M
PILOT STUDY--SUBSTRATE METABOLISM IN EXTREMELY LOW BIRTH WEIGHT INFANTSP30DK048520 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI Edward L Melanson · 1995 to 2026
$32.6M
Colorado Clinical and Translational Science Institute (UL1)UL1TR000154 · NCATS · UNIVERSITY OF COLORADO DENVER · PI SOKOL, RONALD J. · 2012 to 2013
$20.4M
Limited Competition for the Continuation of the SEARCH for Diabetes in Youth Cohort Study (UC4)SEARCH for Diabetes in Youth Cohort StudyUC4DK108173 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI DAGOSTINO, RALPH B. · 2015 to 2016
$14.8M
UCHSC DIABETES ENDOCRINOLOGY RESEARCH CENTERP30DK057516 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI HUTTON, JOHN C · 2000 to 2010
$14.0M
Cincinnati Center for Clinical and Translational Sciences and TrainingUL1TR000077 · NCATS · UNIVERSITY OF CINCINNATI · PI HEUBI, JAMES E., TSEVAT, JOEL · 2012 to 2014
$9.9M
Integrated Health Assessments for the Division of the National Toxicology ProgramZICES103317 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI ROONEY, ANDREW · 2020 to 2021
$9.6M
South Carolina Clinical & Translational Research Institute (SCTR)UL1TR000062 · NCATS · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI BRADY, KATHLEEN T. · 2012 to 2014
$9.4M
SEARCH for Diabetes in Youth Coordinating CenterU01DP000250 · DP · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI BELL, RONNY A · 2005 to 2009
$4.8M
Population-based Diabetes Youth RegistryU18DP006131 · DP · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI WAGENKNECHT, LYNNE E · 2015 to 2019
$3.8M
ACL HHS U18DP006131ACL HHS U18DP006133ACL HHS U18DP006134ACL HHS U18DP006136ACL HHS U18DP006138ACL HHS U18DP006139HSRD VA HIR 10-001NCATS NIH HHS UL1 TR000062NCATS NIH HHS UL1 TR000077NCATS NIH HHS UL1 TR000154NCATS NIH HHS UL1 TR000423NCATS NIH HHS UL1 TR001425NCATS NIH HHS UL1 TR002319NCCDPHP CDC HHS U01 DP000244NCCDPHP CDC HHS U01 DP000246NCCDPHP CDC HHS U01 DP000247NCCDPHP CDC HHS U01 DP000248NCCDPHP CDC HHS U01 DP000250NCCDPHP CDC HHS U01 DP000254NCCDPHP CDC HHS U18 DP002708NCCDPHP CDC HHS U18 DP002709NCCDPHP CDC HHS U18 DP002710NCCDPHP CDC HHS U18 DP002714NCCDPHP CDC HHS U18 DP006131NCCDPHP CDC HHS U18 DP006133NCCDPHP CDC HHS U18 DP006134NCCDPHP CDC HHS U18 DP006136NCCDPHP CDC HHS U18 DP006138NCCDPHP CDC HHS U18 DP006139NIDDK NIH HHS P30 DK048520NIDDK NIH HHS P30 DK057516NIDDK NIH HHS UC4 DK108173
6 · The paper itself

Abstract

backgroundCardiovascular disease (CVD) is the leading cause of death among individuals with diabetes, but little is known about the role of exposures to environmental chemicals such as pesticides in the early development of CVD risk in this population.

objectivesTo describe changes over time in concentrations of pesticide biomarkers among youth with diabetes in the United States and to estimate the longitudinal association between these concentrations and established risk factors for CVD.

methodsPesticide biomarkers were quantified in urine and serum samples from 87 youth with diabetes participating in the multi-center SEARCH cohort study. Samples were obtained around the time of diagnosis (baseline visit, between 2006 and 2010) and, on average, 5.4 years later (follow-up visit, between 2012 and 2015). We calculated geometric mean (95% CI) pesticide biomarker concentrations. Eight CVD risk factors were measured at these two time points: body mass index (BMI) z-score, HbA1c, insulin sensitivity, fasting C-peptide (FCP), LDL cholesterol, HDL cholesterol, total cholesterol, and triglycerides. Linear regression models were used to estimate the associations between each pesticide biomarker at baseline and each CVD risk factor at follow-up, adjusting for baseline health outcome, elapsed time between baseline and follow up, sex, age, race/ethnicity, and diabetes type.

resultsParticipants were, on average, 14.2 years old at their baseline visit, and most were diagnosed with type 1 diabetes (57.5%). 4-nitrophenol, 3-phenoxybenzoic acid, 2,4-dichlorophenoxyacetic acid (2,4-D), 3,5,6-trichloro-2-pyridinol, 2,2-bis(4-chlorophenyl)-1,1-dichloroethene, and hexachlorobenzene were detected in a majority of participants at both time points. Participants in the highest quartile of 2,4-D and 4-nitrophenol at baseline had HbA1c levels at follow-up that were 1.05 percentage points (95% CI: -0.40, 2.51) and 1.27 percentage points (0.22, 2.75) higher, respectively, than participants in the lowest quartile of these pesticide biomarkers at baseline. These participants also had lower log FCP levels (indicating reduced beta-cell function) compared to participants in the lowest quartile at baseline: beta (95% CI) for log FCP of -0.64 (-1.17, -0.11) for 2,4-D and -0.39 (-0.96, 0.18) for 4-nitrophenol. In other words, participants in the highest quartile of 2,4-D had a 47.3% lower FCP level compared to participants in the lowest quartile, and those in the highest quartile of 4-nitrophenol had a 32.3% lower FCP level than those in the lowest quartile. Participants with trans-nonachlor concentrations in the highest quartile at baseline had HbA1c levels that were 1.45 percentage points (-0.11, 3.01) higher and log FCP levels that were -0.28 (-0.84, 0.28) lower than participants in the lowest quartile at baseline, that is to say, participants in the highest quartile of trans-nonachlor had a 24.4% lower FCP level than those in the lowest quartile. While not all of these results were statistically significant, potentially due to the small same size, clinically, there appears to be quantitative differences. No associations were observed between any pesticide biomarker at baseline with BMI z-score or insulin sensitivity at follow-up.

conclusionsExposure to select pesticides may be associated with impaired beta-cell function and poorer glycemic control among youth with diabetes.

Indexed as

PesticidesAdolescentBiomarkersCardiovascular DiseasesCohort StudiesDiabetes MellitusEnvironmental ExposureHumansRisk FactorsUnited StatesBiomarkersPesticidesCohort studyC-peptideHbA1cPesticidesVulnerable populations

Identifiers

PMID31761333
PMCPMC6982582
OpenAlexW2984989399

What OpenQuestion holds

Textmetadata
LicenceTDM
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.