Evidence map›Paper›PMID 33465004›Full record

ArticleEpigenetics2022

A methodological pipeline to generate an epigenetic marker of prenatal exposure to air pollution indicators.

Ya Wang, Frederica Perera, Jia Guo, Kylie W Riley, Teresa Durham, Zev Ross, Cande V Ananth, Andrea Baccarelli, Shuang Wang, Julie B Herbstman

Open access · bronzeAbstract read
In one paragraph

Article in Epigenetics, 2022. 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
1.3field-weighted citation impact, top 24% 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

10 citing papers in PubMed, 15 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Prenatal black carbon exposure and DNA methylation in umbilical cord blood.International journal of hygiene and environmental health · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Prenatal PMToxics · 2022
    Article
  10. 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

10 authors at 4 institutions in 1 country.

Ya WangColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.
Frederica PereraColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.
Jia GuoColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.ORCID 0000-0002-9774-9856
Kylie W RileyColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.
Teresa DurhamColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.
Zev RossZevRoss Spatial Analysis, Ithaca, New York.
Cande V AnanthDepartment of Obstetrics, Gynecology and Reproductive Sciences, Robert Wood Johnson Medical School, Rutgers University New Brunswick, New Jersey.
Andrea BaccarelliDepartment of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York.
Shuang WangColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.ORCID 0000-0002-1693-6888
Julie B HerbstmanColumbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York.
Center for Children · USColumbia University · USIthaca College · USRutgers, The State University of New Jersey · US

Funding

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
HEALTH EFFECTS OF PAH &ETS IN MINORITY WOMEN &NEWBORNSR01ES008977 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PERERA, FREDERICA P · 1997 to 2011
$12.9M
The Columbia Center for Children's Environmental HealthP01ES009600 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ANDREWS, HOWARD F. · 1999 to 2014
$11.2M
Identifying Newborns at Risk of Adverse Neurodevelopmental Outcomes and Obesity from Air Pollution.UG3OD023290 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI HERBSTMAN, JULIE BETH, MARGOLIS, AMY · 2016 to 2024
$10.9M
Urban Diesel Exposure and Inner City AsthmaR01ES013163 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MILLER, RACHEL L · 2005 to 2016
$6.5M
The Columbia Center for Children's Environmental HealthP50ES009600 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ANDREWS, HOWARD F. · 2015 to 2018
$3.4M
Phthalate Exposure and Inner City Pediatric AsthmaR01ES014393 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WHYATT, ROBIN MARJORIE · 2007 to 2011
$3.1M
Deep learning based predictive analytics to improve patient health.R01LM013061 · NLM · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Krzysztof Kiryluk, CHUNHUA WENG · 2019 to 2026
$2.7M
Early-life bisphenol A, immune dysregulation, and inner-city pediatric asthmaRC2ES018784 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WHYATT, ROBIN MARJORIE · 2009 to 2010
$1.4M
NIEHS NIH HHS P01 ES009600NIEHS NIH HHS P50 ES009600NIEHS NIH HHS R01 ES008977NIEHS NIH HHS R01 ES013163NIEHS NIH HHS R01 ES014393NIEHS NIH HHS RC2 ES018784NIH HHS UG3 OD023290NIH HHS UH3 OD023290NLM NIH HHS R01 LM013061
6 · The paper itself

Abstract

A barrier in the children's environmental health field has been the lack of early-warning systems to identify risks of childhood illness and developmental disorders. We aimed to develop a methodology to identify an accessible biomarker measured in a small amount of blood to distinguish newborns at elevated risk from a toxic prenatal exposure, using air pollutants as a case study. Because air pollutants are associated with altered DNA methylation, we developed a pipeline using DNA methylation signatures measured in umbilical cord blood, which could be used as predictors of prenatal exposure. We used air pollution indicators, including modelled trimester-specific and pregnancy average NO

Indexed as

Air PollutantsAir PollutionPrenatal Exposure Delayed EffectsBiomarkersChildDNA MethylationEnvironmental ExposureEpigenesis, GeneticFemaleHumansInfant, NewbornMaternal ExposureParticulate MatterPregnancyAir PollutantsBiomarkersParticulate Matterair pollutionenvironmental healthepidemiologyPM2.5prenatal period

Identifiers

PMID33465004
PMCPMC8812744
OpenAlexW3121854387

What OpenQuestion holds

Textmetadata
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.