Evidence mapPaperPMID 39700422Full record

ArticleJNCI cancer spectrum2025

The need for a cancer exposome atlas: a scoping review.

Anna S Young, Catherine E Mullins, Neha Sehgal, Roel C H Vermeulen, P Martijn Kolijn, Jelle Vlaanderen, Mohammad L Rahman, Brenda M Birmann, Dinesh Barupal, Qing Lan and 2 more

Abstract readScoping Review
In one paragraph

Article in JNCI cancer spectrum, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Lung Cancer Screening and Prevention: Beyond Conventional Strategies in a Rapidly Changing Global Milieu.American Society of Clinical Oncology educational book. American Society of Clinical Oncology. Annual Meeting · 2026
    Review
  2. Article
  3. Review
  4. Article
  5. Environmental Hazards and Glial Brain Tumors: Association or Causation?International journal of molecular sciences · 2025
    Review
  6. 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

12 authors.

Anna S YoungGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, United States.ORCID 0000-0002-6047-4406
Catherine E MullinsGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, United States.ORCID 0009-0001-9737-5778
Neha SehgalGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, United States.ORCID 0009-0000-0930-8560
Roel C H VermeulenInstitute for Risk Assessment Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands.ORCID 0000-0003-4082-8163
P Martijn KolijnInstitute for Risk Assessment Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands.
Jelle VlaanderenInstitute for Risk Assessment Sciences, Utrecht University, Utrecht 3584 CM, The Netherlands.ORCID 0000-0002-9096-692X
Mohammad L RahmanNational Cancer Institute, Bethesda, MD 20892, United States.
Brenda M BirmannChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, United States.ORCID 0000-0002-7550-5498
Dinesh BarupalDepartment of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States.ORCID 0000-0002-9954-8628
Qing LanNational Cancer Institute, Bethesda, MD 20892, United States.
Nathaniel RothmanNational Cancer Institute, Bethesda, MD 20892, United States.
Douglas I WalkerGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, United States.ORCID 0000-0003-2912-398X

Funding

Conduits: Mount Sinai Health System Translational Science HubUL1TR004419 · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · 2025 to 2025
$9.2M
HERCULES: Exposome Research CenterP30ES019776 · EMORY UNIVERSITY · 2025 to 2025
$1.6M
Graduate and Postdoctoral Training in ToxicologyT32ES012870 · EMORY UNIVERSITY · 2004 to 2025
$929k
Mapping the blood cancer exposome for environmental risk profiles of mature B-cell neoplasmsR01ES032831 · EMORY UNIVERSITY · 2025 to 2025
$545k
Mapping the cosmetic chemical exposome and its role in female fertilityK99ES036289 · EMORY UNIVERSITY · 2025 to 2025
$123k
NCATS NIH HHS UL1 TR004419NIEHS NIH HHS K99 ES036289NIEHS NIH HHS P30 ES019776NIEHS NIH HHS R01 ES032831NIEHS NIH HHS T32 ES012870NIH HHS R01ES032831
6 · The paper itself

Abstract

backgroundDespite advances in understanding genetic susceptibility to cancer, much of cancer heritability remains unidentified. At the same time, the makeup of industrial chemicals in our environment only grows more complex. This gap in knowledge on cancer risk has prompted calls to expand cancer research to the comprehensive, discovery-based study of nongenetic environmental influences, conceptualized as the "exposome."

methodsOur scoping review aimed to describe the exposome and its application to cancer epidemiology and to study design limitations, challenges in analytical methods, and major unmet opportunities in advanced exposome profiling methods that allow the quantification of complex chemical exposure profiles in biological matrices. To evaluate progress on incorporating measurements of the exposome into cancer research, we performed a review of such "cancer exposome" studies published through August 2023.

resultsWe found that only 1 study leveraged untargeted chemical profiling of the exposome as a method to measure tens of thousands of environmental chemicals and identify prospective associations with future cancer risk. The other 13 studies used hypothesis-driven exposome approaches that targeted a set of preselected lifestyle, occupational, air quality, social determinant, or other external risk factors. Many of the included studies could only leverage sample sizes with less than 400 cancer cases (67% of nonecologic studies) and exposures experienced after diagnosis (29% of studies). Six cancer types were covered, most commonly blood (43%), lung (21%), or breast (14%) cancer.

conclusionThe exposome is underutilized in cancer research, despite its potential to unravel complex relationships between environmental exposures and cancer and to inform primary prevention.

Indexed as

Environmental ExposureExposomeNeoplasmsHumansLife StyleRisk Factors

Identifiers

PMID39700422
PMCPMC11729703

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.