Evidence map›Paper›PMID 34034040›Full record

ReviewInternational journal of hygiene and environmental health2021

Human Health Exposure Analysis Resource (HHEAR): A model for incorporating the exposome into health studies.

Susan Marie Viet, Jill C Falman, Lori S Merrill, Elaine M Faustman, David A Savitz, Nancy Mervish, Dana B Barr, Lisa A Peterson, Robert Wright, David Balshaw and 1 more

Abstract readReview
In one paragraph

Review in International journal of hygiene and environmental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing 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

21 citing papers in PubMed.

  1. Article
  2. Prediagnostic Plasma Metabolite Profiles and Prediction of Hepatocellular Carcinoma Risk: The Multiethnic Cohort.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  3. Article
  4. The Common Fund Data Ecosystem (CFDE).bioRxiv : the preprint server for biology · 2026
    Article
  5. Article
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  9. Article
  10. Review
  11. Article
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  18. Article
  19. Selecting External Controls for Internal Cases Using Stratification Score Matching Methods.International journal of environmental research and public health · 2022
    Article
  20. 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

11 authors.

Susan Marie VietWestat, Rockville, MD, USA.
Jill C FalmanDepartment of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA, USA.
Lori S MerrillWestat, Rockville, MD, USA.
Elaine M FaustmanDepartment of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA, USA. Electronic address: faustman@uw.edu.
David A SavitzDepartment of Epidemiology, Brown University School of Public Health, Providence, RI, USA.
Nancy MervishIcahn School of Medicine at Mount Sinai, New York, NY, USA.
Dana B BarrEmory University, Rollins School of Public Health, Department of Environmental Health, Atlanta, GA, USA.
Lisa A PetersonUniversity of Minnesota, Division of Environmental Health Sciences and Masonic Cancer Center, Minnesota, MN, USA.
Robert WrightIcahn School of Medicine at Mount Sinai, New York, NY, USA.
David BalshawDivision of Extramural Research and Training, National Institute of Environmental Health Sciences, National Institutes of Health, Durham, NC, USA.
Barbara O'BrienWestat, Rockville, MD, USA.

Funding

XENOBIOTIC BIOTRANSFORMATION AND DISPOSITIONP30ES007033 · NIEHS · UNIVERSITY OF WASHINGTON · PI Nicole Ann Errett · 1995 to 2026
$42.5M
Statistical Services and Methods Development ResourceU2CES026555 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI TEITELBAUM, SUSAN L · 2015 to 2025
$26.4M
Untargeted Analysis ResourceU2CES026561 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI WRIGHT, ROBERT O · 2015 to 2025
$24.5M
Wadsworth Center's Human Health and Exposure Analysis Resource (WC-HHEAR)U2CES026542 · NIEHS · WADSWORTH CENTER · PI KANNAN, KURUNTHACHALAM, KANNAN, KURUNTHACHALAM · 2015 to 2025
$15.6M
Untargeted Analysis ResourceU2CES026533 · NIEHS · UNIVERSITY OF MINNESOTA · PI PETERSON, LISA A · 2015 to 2025
$14.0M
Human Health Exposure Analysis Resource (HHEAR): Coordinating CenterU24ES026539 · NIEHS · WESTAT, INC. · PI MERRILL, LORI · 2015 to 2025
$10.8M
Untargeted Analysis ResourceU2CES026553 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MEEKER, JOHN D. · 2015 to 2015
$9.5M
National Exposure Assessment Laboratory at EmoryU2CES026560 · NIEHS · EMORY UNIVERSITY · PI WALLER, LANCE A · 2015 to 2015
$8.3M
Untargeted Analysis ResourceU2CES030859 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ARORA, MANISH · 2019 to 2025
$8.2M
Untargeted Analysis ResourceU2CES030857 · NIEHS · RESEARCH TRIANGLE INSTITUTE · PI FENNELL, TIMOTHY RAYMOND · 2019 to 2025
$8.1M
Research CoreU2CES030851 · NIEHS · DUKE UNIVERSITY · PI STAPLETON, HEATHER M · 2019 to 2025
$6.0M
Untargeted Analysis Research ResourceU2CES026544 · NIEHS · RESEARCH TRIANGLE INSTITUTE · PI FENNELL, TIMOTHY RAYMOND · 2015 to 2018
$3.7M
NIEHS NIH HHS P30 ES007033NIEHS NIH HHS U24 ES026539NIEHS NIH HHS U2C ES026533NIEHS NIH HHS U2C ES026542NIEHS NIH HHS U2C ES026544NIEHS NIH HHS U2C ES026553NIEHS NIH HHS U2C ES026555NIEHS NIH HHS U2C ES026560NIEHS NIH HHS U2C ES026561NIEHS NIH HHS U2C ES030851NIEHS NIH HHS U2C ES030857NIEHS NIH HHS U2C ES030859
6 · The paper itself

Abstract

backgroundCharacterizing the complexity of environmental exposures in relation to human health is critical to advancing our understanding of health and disease throughout the life span. Extant cohort studies open the door for such investigations more rapidly and inexpensively than launching new cohort studies and the Human Health Exposure Analysis Resource (HHEAR) provides a resource for implementing life-stage exposure studies within existing study populations. Primary challenges to incorporation of environmental exposure assessment in health studies include: (1) lack of widespread knowledge of biospecimen and environmental sampling and storage requirements for environmental exposure assessment among investigators; (2) lack of availability of and access to laboratories capable of analyzing multiple environmental exposures throughout the life-course; and (3) studies lacking sufficient power to assess associations across life-stages. HHEAR includes a consortium of researchers with expertise in laboratory analyses, statistics and logistics to overcome these limitations and enable inclusion of exposomics in human health studies.

objectiveThis manuscript describes the structure and strengths of implementing the harmonized HHEAR resource model, and our approaches to addressing challenges. We describe how HHEAR incorporates analyses of biospecimens and environmental samples and human health studies across the life span - serving as a model for incorporating environmental exposures into national and international research. We also present program successes to date. DISCUSSION: HHEAR provides a full-service laboratory and data analysis exposure assessment resource, linking scientific, life span, and toxicological consultation with both laboratory and data analysis expertise. HHEAR services are provided without cost but require NIH, NCI, NHLBI, or ECHO funding of the original cohort; internal HHEAR scientific review and approval of a brief application; and adherence to data sharing and publication policies. We describe the benefits of HHEAR's structure, collaborative framework and coordination across project investigators, analytical laboratories, biostatisticians and bioinformatics specialists; quality assurance/quality control (QA/QC) including integrated sample management; and tools that have been developed to support the research (exposure information pages, ontology, new analytical methods, common QA/QC approach across laboratories, etc.). This foundation supports HHEAR's inclusion of new laboratory and statistical analysis methods and studies that are enhanced by including targeted analysis of specific exposures and untargeted analysis of chemicals associated with phenotypic endpoints in biological and environmental samples.

conclusionHHEAR is an interdisciplinary team of toxicologists, epidemiologists, laboratory scientists, and data scientists across multiple institutions to address broad and complex questions that benefit from integrated laboratory and data analyses. HHEAR's processes, features, and tools include all life stages and analysis of biospecimens and environmental samples. They are available to the wider scientific community to augment studies by adding state of the art environmental analyses to be linked to human health outcomes.

Indexed as

ExposomeEnvironmental ExposureEnvironmental HealthHealth ResourcesHumansResearch DesignData harmonizationEnvironmental healthExposure assessmentHHEARHuman biomonitoring

Identifiers

PMID34034040
PMCPMC8205973

What OpenQuestion holds

Textmetadata
LicenceTDM
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.