Evidence map›Paper›PMID 38580001›Full record

ArticleEnvironmental research2024

Per- and polyfluoroalkyl substances and bone mineral content in early adolescence: Modification by diet and physical activity.

Jessie P Buckley, Junyi Zhou, Katherine M Marquess, Bruce P Lanphear, Kim M Cecil, Aimin Chen, Clara G Sears, Yingying Xu, Kimberly Yolton, Heidi J Kalkwarf and 2 more

Abstract read
In one paragraph

Article in Environmental research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–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

10 citing papers in PubMed.

  1. Trial
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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.

Jessie P BuckleyDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. Electronic address: Jessie.Buckley@unc.edu.
Junyi ZhouDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA.
Katherine M MarquessDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA.
Bruce P LanphearFaculty of Health Sciences, Simon Fraser University, Vancouver, Canada.
Kim M CecilDepartment of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, USA; Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, USA.
Aimin ChenDepartment of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, USA.
Clara G SearsChristina Lee Brown Envirome Institute, Department of Medicine, Division of Environmental Medicine, University of Louisville, KY, USA.
Yingying XuDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, USA.
Kimberly YoltonDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, USA.
Heidi J KalkwarfDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, USA.
Joseph M BraunDepartment of Epidemiology, Brown University, Providence, USA.
Jordan R KuiperDepartment of Environmental and Occupational Health, The George Washington University Milken Institute School of Public Health, Washington, D.C., USA.

Funding

Translational Research Support CoreP30ES013508 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI A. Clementina Mesaros · 2006 to 2026
$35.3M
Traning Program in Environmental Health SciencesT32ES007141 · NIEHS · JOHNS HOPKINS UNIVERSITY · PI Marsha Wills-Karp · 1985 to 2026
$22.2M
Study of Prevalent Neurotoxicants in ChildrenP01ES011261 · NIEHS · CINCINNATI CHILDRENS HOSP MED CTR · PI LANPHEAR, BRUCE P · 2001 to 2006
$6.4M
Developmental neurotoxicity of organophosphate and novel brominated flame retardants in childrenR01ES028277 · NIEHS · UNIVERSITY OF PENNSYLVANIA · PI CHEN, AIMIN · 2017 to 2022
$3.4M
Early life perfluoroalkyl substance exposure & obesity: Mechanisms & phenotypingR01ES025214 · NIEHS · BROWN UNIVERSITY · PI BRAUN, JOSEPH M · 2016 to 2020
$3.1M
Endocrine disrupting chemical mixtures and bone health in adolescenceR01ES033252 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BUCKLEY, JESSIE P · 2021 to 2025
$3.0M
Internalizing Behaviors and Neuroimaging Outcomes: Impact of PBDE and PFC ExposuresR01ES027224 · NIEHS · CINCINNATI CHILDRENS HOSP MED CTR · PI CECIL, KIM M, YOLTON, KIMBERLY · 2016 to 2020
$3.0M
Longitudinal study of exposure to PBDEs and PFCs and child neurobehaviorR01ES020349 · NIEHS · UNIVERSITY OF CINCINNATI · PI CHEN, AIMIN, LANPHEAR, BRUCE P · 2011 to 2015
$2.9M
Gestational PFAS Mixture Exposures, Longitudinal Metabolomic Profiles, and Adolescent Cardiometabolic HealthR01ES032836 · NIEHS · BROWN UNIVERSITY · PI BRAUN, JOSEPH M · 2021 to 2024
$2.4M
Early Life Phthalate and Perfluoroalkyl Substance Exposures and Childhood Bone HealthR01ES030078 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BUCKLEY, JESSIE P · 2019 to 2023
$2.1M
NIEHS NIH HHS L40 ES032257NIEHS NIH HHS P01 ES011261NIEHS NIH HHS P30 ES013508NIEHS NIH HHS R01 ES020349NIEHS NIH HHS R01 ES025214NIEHS NIH HHS R01 ES027224NIEHS NIH HHS R01 ES028277NIEHS NIH HHS R01 ES030078NIEHS NIH HHS R01 ES032836NIEHS NIH HHS R01 ES033252NIEHS NIH HHS T32 ES007141
6 · The paper itself

Abstract

backgroundPer- and polyfluoroalkyl substance (PFAS) exposures may negatively impact bone mineral accrual, but little is known about potential mitigators of this relation. We assessed whether associations of PFAS and their mixture with bone mineral content (BMC) in adolescence were modified by diet and physical activity.

methodsWe included 197 adolescents enrolled in a prospective pregnancy and birth cohort in Cincinnati, Ohio (2003-2006). At age 12 years, we collected serum for PFAS measurements and used dual-energy x-ray absorptiometry to measure BMC. We calculated dietary calcium intake and Health Eating Index (HEI) scores from repeated 24-h dietary recalls, physical activity scores using the Physical Activity Questionnaire for Older Children (PAQ-C), and average moderate to vigorous physical activity (MVPA) based on accelerometry. We estimated covariate-adjusted differences in BMC z-scores per interquartile range (IQR) increase of individual PFAS concentrations using linear regression and per simultaneous IQR increase in all four PFAS using g-computation. We evaluated effect measure modification (EMM) using interaction terms between each modifier and PFAS.

resultsHigher serum perfluorooctanoic acid, perfluorooctanesulfonic acid, and perfluorononanoic acid concentrations and the PFAS mixture were associated with lower BMC z-scores. An IQR increase in all PFAS was associated with a 0.27 (-0.54, 0.01) lower distal radius BMC z-score. Associations with lower BMC were generally stronger among adolescents classified as < median for calcium intake, HEI scores, or MVPA compared to those ≥ median. The difference in distal radius BMC z-score per IQR increase in all PFAS was -0.38 (-0.72, -0.04) for those with <median calcium intake versus -0.03 (-0.48, 0.35) for ≥ median (EMM p-value = 0.16); the corresponding differences by MVPA were -0.42 (-0.76, -0.07) for < median and -0.05 (-0.42, 0.32) for ≥ median (EMM p-value = 0.13).

conclusionHealthy, calcium-rich diets and higher intensity physical activity may mitigate the adverse impact of PFAS on adolescent bone health.

Indexed as

Bone DensityDietFluorocarbonsAdolescentAlkanesulfonic AcidsChildEnvironmental PollutantsExerciseFemaleHumansMaleMotor ActivityOhioProspective StudiesAlkanesulfonic AcidsEnvironmental PollutantsFluorocarbonsAdolescent healthBone mineral contentCalciumDietPerfluoroalkyl substancesPhysical activity

Identifiers

PMID38580001
PMCPMC11156547

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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.