Evidence map›Paper›PMID 38177333›Full record

ArticleJournal of exposure science & environmental epidemiology2024

Predicting personal PAH exposure using high dimensional questionnaire and wristband data.

Sarah M McLarnan, Lisa M Bramer, Holly M Dixon, Richard P Scott, Lehyla Calero, Darrell Holmes, Elizabeth A Gibson, Haleigh M Cavalier, Diana Rohlman, Rachel L Miller and 4 more

Abstract read
In one paragraph

Article in Journal of exposure science & environmental epidemiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. An Assessment of Multipollutant Exposures Using Silicone Wristbands Among Bangladeshi Youth.International journal of environmental research and public health · 2024
    Article
  3. Article
  4. Aryl hydrocarbon receptor-dependent toxicity by retene requires metabolic competence.Toxicological sciences : an official journal of the Society of Toxicology · 2024
    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

14 authors.

Sarah M McLarnan *Department of Environmental Health Sciences, Columbia University, Columbia Center for Children's Environmental Health, Mailman School of Public Health, New York City, NY, USA. smm2316@cumc.columbia.edu.ORCID 0000-0002-0385-7355
Lisa M Bramer *Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA.
Holly M DixonEnvironmental and Molecular Toxicology, Food Safety and Environmental Stewardship Program, Oregon State University, Corvallis, OR, USA.
Richard P ScottEnvironmental and Molecular Toxicology, Food Safety and Environmental Stewardship Program, Oregon State University, Corvallis, OR, USA.
Lehyla CaleroDepartment of Environmental Health Sciences, Columbia University, Columbia Center for Children's Environmental Health, Mailman School of Public Health, New York City, NY, USA.
Darrell HolmesDepartment of Environmental Health Sciences, Columbia University, Columbia Center for Children's Environmental Health, Mailman School of Public Health, New York City, NY, USA.
Elizabeth A GibsonDepartment of Environmental Health Sciences, Columbia University, Columbia Center for Children's Environmental Health, Mailman School of Public Health, New York City, NY, USA.
Haleigh M CavalierDepartment of Environmental Health Sciences, Columbia University, Columbia Center for Children's Environmental Health, Mailman School of Public Health, New York City, NY, USA.
Diana RohlmanOregon State University, College of Public Health and Human Sciences, Corvallis, OR, USA.
Rachel L MillerDivision of Clinical Immunology, Icahn School of Medicine at Mount Sinai, New York City, NY, USA.
Laurel KinclOregon State University, College of Public Health and Human Sciences, Corvallis, OR, USA.
Katrina M WatersBiological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA.
Kim A AndersonEnvironmental and Molecular Toxicology, Food Safety and Environmental Stewardship Program, Oregon State University, Corvallis, OR, USA.
Julie B HerbstmanDepartment of Environmental Health Sciences, Columbia University, Columbia Center for Children's Environmental Health, Mailman School of Public Health, New York City, NY, USA.

Funding

Clinical and Translational Science AwardUL1TR001873 · NCATS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI REILLY, MUREDACH P · 2016 to 2025
$99.0M
Research Experience and Training Coordination CoreP42ES016465 · NIEHS · OREGON STATE UNIVERSITY · PI Robyn L Tanguay · 2009 to 2026
$52.5M
Not whether but how: The ethics of reporting individual results in a pregnancy cohort.UH3OD023290 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Julie Beth Herbstman, AMY MARGOLIS · 2018 to 2026
$18.8M
Supplemental Training in Making Data FAIR and AI/ML ReadyT32ES007322 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Pam R Factor-Litvak, Allison Kupsco · 2000 to 2026
$12.1M
Zebrafish Biomedical Research Facility CoreP30ES030287 · NIEHS · OREGON STATE UNIVERSITY · PI Molly L Kile · 2020 to 2026
$9.8M
NRSA Training CoreTL1TR001875 · NCATS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI SPANN, MARISA N, TAYLOR, JACQUELYN Y · 2016 to 2025
$8.9M
NYU Training Program in Healthcare Delivery Science and Population Health ResearchT32HS026120 · AHRQ · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI HORWITZ, LEORA, SCHWARTZ, MARK D · 2018 to 2023
$3.4M
Personal Envl Exposure Assmt using Wristbands for Epi Studies in Disadv CommR33ES024718 · NIEHS · OREGON STATE UNIVERSITY · PI ANDERSON, KIM A., HERBSTMAN, JULIE BETH · 2016 to 2019
$2.3M
Personal Environmental Exposure Assessment using Wristbands for Epidemiological Studies in Disadvantaged CommunitiesR21ES024718 · NIEHS · OREGON STATE UNIVERSITY · PI ANDERSON, KIM A., HERBSTMAN, JULIE BETH · 2015 to 2015
$265k
AHRQ HHS T32 HS026120NCATS NIH HHS TL1 TR001875NCATS NIH HHS UL1 TR001873NIEHS NIH HHS P30 ES030287NIEHS NIH HHS P42 ES016465NIEHS NIH HHS R21 ES024718NIEHS NIH HHS R33 ES024718NIEHS NIH HHS T32 ES007322NIH HHS UH3 OD023290
6 · The paper itself

Abstract

backgroundPolycyclic aromatic hydrocarbons (PAHs) are a class of pervasive environmental pollutants with a variety of known health effects. While significant work has been completed to estimate personal exposure to PAHs, less has been done to identify sources of these exposures. Comprehensive characterization of reported sources of personal PAH exposure is a critical step to more easily identify individuals at risk of high levels of exposure and for developing targeted interventions based on source of exposure.

objectiveIn this study, we leverage data from a New York (NY)-based birth cohort to identify personal characteristics or behaviors associated with personal PAH exposure and develop models for the prediction of PAH exposure.

methodsWe quantified 61 PAHs measured using silicone wristband samplers in association with 75 questionnaire variables from 177 pregnant individuals. We evaluated univariate associations between each compound and questionnaire variable, conducted regression tree analysis for each PAH compound and completed a principal component analysis of for each participant's entire PAH exposure profile to determine the predictors of PAH levels.

resultsRegression tree analyses of individual compounds and exposure mixture identified income, time spent outdoors, maternal age, country of birth, transportation type, and season as the variables most frequently predictive of exposure.

Indexed as

Environmental ExposurePolycyclic Aromatic HydrocarbonsAdultCohort StudiesEnvironmental MonitoringEnvironmental PollutantsFemaleHumansNew YorkPregnancyPrincipal Component AnalysisSurveys and QuestionnairesWristYoung AdultEnvironmental PollutantsPolycyclic Aromatic Hydrocarbons

Identifiers

PMID38177333
PMCPMC12836089

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.