Evidence map›Paper›PMID 29421401›Full record

ArticleEnvironment international2018

Association between prenatal exposure to multiple insecticides and child body weight and body composition in the VHEMBE South African birth cohort.

Eric Coker, Jonathan Chevrier, Stephen Rauch, Asa Bradman, Muvhulawa Obida, Madelein Crause, Riana Bornman, Brenda Eskenazi

Erratum issuedOpen access · greenAbstract read
In one paragraph

Article in Environment international, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 85 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
85citing papers in PubMed, 2 pooled it
8.9field-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

85 citing papers in PubMed, 2 syntheses or guidelines pooled it, 208 citations in OpenAlex.

  1. Pooled it
  2. Prenatal exposure to persistent organic pollutants and childhood obesity: A systematic review and meta-analysis of human studies.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2022
    Pooled it
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  14. Mo and Sn exposure associated with the increased of bone mineral density.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025
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25 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 3 countries.

Eric CokerCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, 1995 University Ave, Berkeley, CA, USA. Electronic address: eric.coker@berkeley.edu.
Jonathan ChevrierDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, 1020 Pine Avenue West, Room 42, Montreal, Quebec, Canada. Electronic address: jonathan.chevrier@mcgill.ca.
Stephen RauchCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, 1995 University Ave, Berkeley, CA, USA. Electronic address: srauch@berkeley.edu.
Asa BradmanCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, 1995 University Ave, Berkeley, CA, USA. Electronic address: abradman@berkeley.edu.
Muvhulawa ObidaSchool of Health Systems and Public Health (SHSPH), University of Pretoria Institute for Sustainable Malaria Control (UP ISMC), MRC Collaborating Centre for Malaria Research, CMEG Laboratory, University of Pretoria, Hatfield Campus, Floor 3, NWII Building, Pretoria 0028, South Africa.
Madelein CrauseSchool of Health Systems and Public Health (SHSPH), University of Pretoria Institute for Sustainable Malaria Control (UP ISMC), MRC Collaborating Centre for Malaria Research, CMEG Laboratory, University of Pretoria, Hatfield Campus, Floor 3, NWII Building, Pretoria 0028, South Africa.
Riana BornmanSchool of Health Systems and Public Health (SHSPH), University of Pretoria Institute for Sustainable Malaria Control (UP ISMC), MRC Collaborating Centre for Malaria Research, CMEG Laboratory, University of Pretoria, Hatfield Campus, Floor 3, NWII Building, Pretoria 0028, South Africa. Electronic address: Riana.Bornman@up.ac.za.
Brenda EskenaziCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, 1995 University Ave, Berkeley, CA, USA. Electronic address: eskenazi@berkeley.edu.
Center for Environmental Health · USUniversity of Pretoria · ZAMcGill University Health Centre · CA

Funding

Research Mentoring and Building Capacity of underrepresented Minority Research Scientists in India.D43TW010540 · FIC · YALE UNIVERSITY · PI MICHELE BARRY, Eva Harris · 2017 to 2026
$15.5M
Global Health Fellows and Scholars Research TrainingR25TW009338 · FIC · UNIVERSITY OF CALIFORNIA BERKELEY · PI BARRY, MICHELE, KO, ALBERT ICKSANG · 2012 to 2016
$5.2M
IRS insecticides for malaria control and child neurodevelopment in South AfricaR01ES020360 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI ESKENAZI, BRENDA · 2011 to 2015
$3.7M
FIC NIH HHS D43 TW010540FIC NIH HHS R25 TW009338NIEHS NIH HHS R01 ES020360
6 · The paper itself

Abstract

backgroundPregnant women may be co-exposed to multiple insecticides in regions where both pyrethroids and dichlorodiphenyltrichloroethane (DDT) are used for indoor residual spraying (IRS) for malaria control. Despite the potential for adverse effects on offspring, there are few studies in areas where IRS is currently used and little is known about the effects of pyrethroids on children's health.

methodsWe investigated the relationship between concentrations of four urinary pyrethroid metabolites in urine and organochlorine pesticide concentrations in maternal blood collected near delivery on body weight and body composition among children ≤2 years old participating in the prospective South Africa VHEMBE birth cohort (N = 708). We used measurements of length/height and weight collected at 1 and 2 years of age to calculate body mass index (BMI)-for-age, weight-for-age, and weight-for-height z-scores based on World Health Organization standards. We fit separate single-pollutant mixed effects models for each exposure of interest and also stratified by sex. We also fit all analyte concentrations jointly by using a Bayesian kernel machine regression (BKMR) statistical method to assess variable importance of each analyte and to explore the potential for joint effects of the multiple exposures.

resultsSingle-pollutant linear mixed effects models showed that, among girls only, p,p'-DDT was associated with higher BMI-for-age (adjusted [a]β = 0.22 [95% CI: 0.10, 0.35]; sex interaction p-value = 0.001), weight-for-height (aβ = 0.22 [95% CI: 0.09, 0.34]; sex interaction p-value = 0.002), and weight-for-age (aβ = 0.17 [95% CI: 0.05, 0.29], sex interaction p-value = 0.01). Although single-pollutant models suggested that p,p'-DDT and dichlorodiphenyldichloroethylene (p,p'-DDE) were also associated with these outcomes in girls, p,p'-DDE was no longer associated in multi-pollutant models with BKMR. The pyrethroid metabolites cis-(2,2-dibromovinyl)-2,2-dimethylcyclopropane-1-carboxylicacid (cis-DBCA) and trans-3-(2,2-dichlorovinyl)-2,2-dimethylcyclopropane carboxylic acid (trans-DCCA) were inversely related to BMI-for-age and weight-for-height overall; however, results suggested that weight-for-age and weight-for-height associations for trans-DCCA (sex interaction p-value

conclusionsOur single-pollutant and multi-pollutant model results show that maternal serum p,p'-DDT concentration was consistently and positively associated with body composition and body weight in young girls and that maternal urinary pyrethroid metabolite concentrations (particularly cis-DBCA and trans-DCCA) were negatively associated with body weight and body composition in young boys. Joint effects of the insecticide exposure mixture were also apparent, underscoring the importance of using advanced statistical methods to examine the health effects of chemical mixtures.

Indexed as

Body CompositionBody WeightChild, PreschoolFemaleHumansInfantInfant, NewbornInsecticidesMaternal ExposurePregnancyPrenatal Exposure Delayed EffectsProspective StudiesSouth AfricaInsecticidesDDEDDTIndoor residual sprayingPrenatalPyrethroids

Identifiers

PMID29421401
PMCPMC5866210
OpenAlexW2785733119

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.