Evidence map›Paper›PMID 38550543›Full record

ArticleExposome2023

Community-level exposomics: a population-centered approach to address public health concerns.

Jeanette A Stingone, Andrew M Geller, Darryl B Hood, Konstantinos C Makris, Charles P Mouton, J Christopher States, Susan J Sumner, K Lily Wu, Arcot K Rajasekar, Members of the Exposomics Consortium

Abstract read
In one paragraph

Article in Exposome, 2023. 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
–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

14 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. Article
  6. Article
  7. Development of Life Course Exposure Estimates Using Geospatial Data and Residence History.International journal of environmental research and public health · 2025
    Article
  8. Anthroposomics: integrating anthropological methods into exposome research.Environmental health : a global access science source · 2025
    Article
  9. Environmental Hazards and Glial Brain Tumors: Association or Causation?International journal of molecular sciences · 2025
    Review
  10. Article
  11. Review
  12. Global research trends on the human exposome: a bibliometric analysis (2005-2024).Environmental science and pollution research international · 2025
    Review
  13. Review
  14. Review
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.

Jeanette A StingoneDepartment of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA.ORCID 0000-0003-3508-8260
Andrew M GellerOffice of Research and Development, Environmental Protection Agency, RTP, NC, USA.
Darryl B HoodDivision of Environmental Health Sciences, The Ohio State University, Columbus, OH, USA.
Konstantinos C MakrisCyprus International Institute for Environmental and Public Health, Cyprus University of Technology, Limassol, Cyprus.ORCID 0000-0001-5251-8619
Charles P MoutonDepartment of Family Medicine, University of Texas Medical Branch Galveston, TX, USA.
J Christopher StatesCenter for Integrative Environmental Health Sciences, Department of Pharmacology and Toxicology University of Louisville School of Medicine, Louisville, KY, USA.ORCID 0000-0003-4717-4422
Susan J SumnerDepartment of Nutrition, University of North Carolina, Chapel Hill, Chapel Hill, NC, USA.ORCID 0000-0002-8662-3270
K Lily WuCalifornia Environmental Protection Agency-Office of Environmental Health Hazard Assessment, Sacramento, CA, USA.
Arcot K RajasekarSchool of Information and Library Science, University of North Carolina, Chapel Hill, Chapel Hill, NC, USA.ORCID 0000-0003-2280-386X
Members of the Exposomics Consortium

Funding

Pilot Project ProgramP30ES020957 · NIEHS · WAYNE STATE UNIVERSITY · PI RUNGE-MORRIS, MELISSA A · 2014 to 2021
$10.1M
University of Louisville Center for Integrative Environmental Health SciencesP30ES030283 · NIEHS · UNIVERSITY OF LOUISVILLE · PI J CHRISTOPHER STATES · 2020 to 2026
$10.0M
CRCNS:NeuroBridge: Connecting Big Data for Reproducible Clinical NeuroscienceR01DA053028 · NIDA · OHIO STATE UNIVERSITY · PI AMBITE, JOSE LUIS, RAJASEKAR, ARCOT · 2020 to 2023
$1.7M
Integrating the Exposome into Longitudinal Multiomics ProfilingK08ES028825 · NIEHS · STANFORD UNIVERSITY · PI ROSE, SOPHIA MIRYAM SCHÜSSLER-FIORENZA · 2018 to 2022
$1.0M
A DATA SCIENCE APPROACH TO AIR TOXICS AND CHILDREN'S ENVIRONMENTAL HEALTHR00ES027022 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI STINGONE, JEANETTE A · 2018 to 2020
$742k
EPA R840471NIDA NIH HHS R01 DA053028NIEHS NIH HHS K08 ES028825NIEHS NIH HHS P30 ES020957NIEHS NIH HHS P30 ES030283NIEHS NIH HHS R00 ES027022
6 · The paper itself

Abstract

Environmental factors affecting health and vulnerability far outweigh genetics in accounting for disparities in health status and longevity in US communities. The concept of the exposome, the totality of exposure from conception onwards, provides a paradigm for researchers to investigate the complex role of the environment on the health of individuals. We propose a complementary framework, community-level exposomics, for population-level exposome assessment. The goal is to bring the exposome paradigm to research and practice on the health of populations, defined by various axes including geographic, social, and occupational. This framework includes the integration of community-level measures of the built, natural and social environments, environmental pollution-derived from conventional and community science approaches, internal markers of exposure that can be measured at the population-level and early responses associated with health status that can be tracked using population-based monitoring. Primary challenges to the implementation of the proposed framework include needed advancements in population-level measurement, lack of existing models with the capability to produce interpretable and actionable evidence and the ethical considerations of labeling geographically-bound populations by exposomic profiles. To address these challenges, we propose a set of recommendations that begin with greater engagement with and empowerment of affected communities and targeted investment in community-based solutions. Applications to urban settings and disaster epidemiology are discussed as examples for implementation.

Indexed as

Big Data to Knowledge (BD2K) analyticscommunityenvironmental justiceJustice 40 initiative (J40)public health exposome (PHE) frameworktransformative community engagement frameworks

Identifiers

PMID38550543
PMCPMC10976977

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.