Evidence map›Paper›PMID 31851346›Full record

Observational studyJAMA network open2019

Association of Prenatal and Perinatal Exposures to Particulate Matter With Changes in Hemoglobin A1c Levels in Children Aged 4 to 6 Years.

Emily C Moody, Alejandra Cantoral, Marcela Tamayo-Ortiz, Ma Luisa Pizano-Zárate, Lourdes Schnaas, Itai Kloog, Emily Oken, Brent Coull, Andrea Baccarelli, Martha M Téllez-Rojo and 2 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.0field-weighted citation impact, top 15% 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

14 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Examining the Link between Air Quality (PM, SOJournal of clinical medicine · 2024
    Review
  6. Review
  7. Article
  8. Article
  9. Ambient air pollution and endocrinologic disorders in childhood.Annals of pediatric endocrinology & metabolism · 2021
    Article
  10. Review
  11. Article
  12. Article
  13. Cardiovascular adaptations to particle inhalation exposure: molecular mechanisms of the toxicology.American journal of physiology. Heart and circulatory physiology · 2020
    Review
  14. 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

12 authors at 6 institutions in 3 countries.

Emily C MoodyDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York.
Alejandra CantoralCenter for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Mexico.
Marcela Tamayo-OrtizCenter for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Mexico.
Ma Luisa Pizano-ZárateDivision of Community Interventions Research, National Institute of Perinatology, Mexico City, Mexico.
Lourdes SchnaasDivision of Community Interventions Research, National Institute of Perinatology, Mexico City, Mexico.
Itai KloogDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York.
Emily OkenHarvard Medical School and Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts.
Brent CoullDepartment of Biostatistics and Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts.
Andrea BaccarelliDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.
Martha M Téllez-RojoCenter for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Mexico.
Robert O WrightDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York.
Allan C JustDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York.
Icahn School of Medicine at Mount Sinai · USHarvard University · USInstituto Nacional de Perinatología · MXInstituto Nacional de Salud Pública · MXColumbia University · USConsejo Nacional de Humanidades, Ciencias y Tecnologías · MX

Funding

Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI JAIME ELIZABETH HART · 1985 to 2026
$44.6M
MSHS Translational Science HubUL1TR001433 · NCATS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI WRIGHT, ROSALIND J · 2015 to 2019
$26.6M
Stress, Lead, Iron Deficiency and NeurodevelopmentR01ES013744 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Robert O Wright · 2007 to 2026
$13.4M
Research Training Program in Pediatric ExposomicsT32HD049311 · NICHD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KECIA Nicole CARROLL, Robert O Wright · 2007 to 2026
$7.4M
BPA, Phthalates & Stress: Mechanisms and Interactions for Childhood ObesityR01ES021357 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI BACCARELLI, ANDREA, WRIGHT, ROBERT O · 2012 to 2016
$3.3M
The Programming Research in Obesity, GRowth, Environment and Social Stress (PROGRESS) CohortR24ES028522 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Megan K Horton, Maria Jose Rosa · 2017 to 2026
$1.8M
Prenatal Exposure to Endocrine Disrupters, DNA Methylation, and Childhood ObesityR00ES023450 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI JUST, ALLAN C. · 2016 to 2018
$747k
NCATS NIH HHS UL1 TR001433NICHD NIH HHS T32 HD049311NIEHS NIH HHS P30 ES000002NIEHS NIH HHS R00 ES023450NIEHS NIH HHS R01 ES013744NIEHS NIH HHS R01 ES021357NIEHS NIH HHS R24 ES028522
6 · The paper itself

Abstract

Importance: Environmental risk factors for childhood type 2 diabetes, an increasing global problem, are understudied. Air pollution exposure has been reported to be a risk factor for this condition. Objective: To examine the association between prenatal and perinatal exposures to fine particulate matter with a diameter less than 2.5 μm (PM2.5) and changes in hemoglobin A1c (HbA1c), a measure of glycated hemoglobin and marker of glucose dysregulation, in children aged 4 to 7 years. Design, Setting, and Participants: The Programming Research in Obesity, Growth, Environment, and Social Stressors (PROGRESS) study, a birth cohort study conducted in Mexico City, Mexico, recruited pregnant women from July 3, 2007, to February 21, 2011, through public health maternity clinics. The present analysis includes 365 mother-child pairs followed up until the child was approximately 7 years of age. This study included data from only study visits at approximately 4 to 5 years (visit 1) and 6 to 7 years (visit 2) post partum because HbA1c levels were not measured in earlier visits. The data were analyzed from March 11, 2018, to May 3, 2019. Exposures: Daily PM2.5 exposure estimates at participants' home addresses from 4 weeks prior to mothers' date of last menstrual period (LMP), a marker of the beginning of pregnancy, to 12 weeks after the due date. Exposure was estimated from satellite measurements and calibrated against ground PM2.5 measurements, land use, and meteorological variables. Main Outcomes and Measures: Outcomes included HbA1c levels at 4 to 5 years and 6 to 7 years of age, and the change in the level from the former age group to the latter. Results: The sample included 365 children, of whom 184 (50.4%) were girls. The mean (range) age of the children was 4.8 (4.0-6.4) years at visit 1, and 6.7 (6.0-9.7) years at visit 2. At the time of delivery, the mean (range) age of the mothers was 27.7 (18.3-44.4) years, with a mean (range) prepregnancy body mass index of 26.4 (18.5-43.5). The mean (SD) prenatal PM2.5 exposure (22.4 μg/m3 [2.7 μg/m3]) was associated with an annual increase in HbA1c levels of 0.25% (95% CI, 0.004%-0.50%) from age 4 to 5 years to 6 to 7 years compared with exposure at 12 μg/m3, the national regulatory standard in Mexico. Sex-specific effect estimates were statistically significant for girls (β = 0.21%; 95% CI, 0.10% to 0.32%) but not for boys (β = 0.31%; 95% CI, -0.09% to 0.72%). The statistically significant windows of exposure were from week 28 to 50.6 after the mother's LMP for the overall cohort and from week 11 to the end of the study period for girls. Lower HbA1c levels were observed at age 4 to 5 years in girls (β = -0.72%; 95% CI, -1.31% to -0.13%, exposure window from week 16 to 37.3) and boys (β = -0.98%; 95% CI, -1.70% to -0.26%, exposure window from the beginning of the study period to week 32.7), but no significant association was found in the overall cohort (β = -0.13%; 95% CI, -1.27% to 1.01%). There was no significant association between PM2.5 exposure and HbA1c level at age 6 to 7 years in any group. Conclusions and Relevance: The findings of this study suggest that prenatal and perinatal exposures to PM2.5 are associated with changes in HbA1c, which are indicative of glucose dysregulation, in early childhood. Further research is needed because this finding may represent a risk factor for childhood or adolescent diabetes.

Indexed as

Air PollutantsAir PollutionBiomarkersChildChild, PreschoolDiabetes Mellitus, Type 2Environmental ExposureFemaleGlycated HemoglobinHumansMaleMexicoParticulate MatterPregnancyPrenatal Exposure Delayed EffectsProspective StudiesAir PollutantsBiomarkersGlycated Hemoglobinhemoglobin A1c protein, humanParticulate Matter

Identifiers

PMID31851346
PMCPMC6991256
OpenAlexW2995391420

What OpenQuestion holds

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LicenceCC BY
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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.