Evidence map›Paper›PMID 39643621›Full record

ArticleJournal of exposure science & environmental epidemiology2025

Chemical exposomics in biobanked plasma samples and associations with breast cancer risk factors.

Jessica Edlund, Kalliroi Sdougkou, Stefano Papazian, Wendy Yi-Ying Wu, Jonathan W Martin, Sophia Harlid

Abstract read
In one paragraph

Article in Journal of exposure science & environmental epidemiology, 2025. 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. Observational
  2. Article
  3. Article
  4. 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

6 authors.

Jessica EdlundDepartment of Diagnostics and Intervention, Oncology, Umeå University, Umeå, 901 87, Sweden.
Kalliroi SdougkouDepartment of Environmental Science, Science for Life Laboratory, Stockholm University, Stockholm, 106 91, Sweden.
Stefano PapazianDepartment of Environmental Science, Science for Life Laboratory, Stockholm University, Stockholm, 106 91, Sweden.
Wendy Yi-Ying WuDepartment of Diagnostics and Intervention, Oncology, Umeå University, Umeå, 901 87, Sweden.
Jonathan W MartinDepartment of Environmental Science, Science for Life Laboratory, Stockholm University, Stockholm, 106 91, Sweden.
Sophia HarlidDepartment of Diagnostics and Intervention, Oncology, Umeå University, Umeå, 901 87, Sweden. sophia.harlid@umu.se.ORCID http://orcid.org/0000-0001-8540-6891

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe chemical exposome includes exposure to numerous environmental and endogenous molecules, many of which have been linked to reproductive outcomes due to their endocrine-disrupting properties. As several breast cancer risk factors, including age and parity, are related to reproduction, it is imperative to investigate the interplay between such factors and the chemical exposome prior to conducting large scale exposome-based breast cancer studies.

objectiveThis pilot study aimed to provide an overview of the chemical exposome in plasma samples from healthy women and identify associations between environmental exposures and three risk factors for breast cancer: age, parity, and age at menarche. MATERIAL AND

methodsPlasma samples (n = 161), were selected based on reproductive history from 100 women participating in the Northern Sweden Health and Disease Study, between 1987 and 2006. Samples were analyzed by liquid chromatography high-resolution mass spectrometry (LC-HRMS) for 77 priority target analytes including contaminants and hormones, with simultaneous untargeted profiling of the chemical exposome and metabolome. Linear mixed effects models were applied to test associations between risk factors and chemical levels.

resultsFifty-five target analytes were detected in at least one individual and over 94,000 untargeted features were detected across all samples. Among untargeted features, 430 could be annotated and were broadly classified as environmental (246), endogenous (167) or ambiguous (17). Applying mixed effect models to features detected in at least 70% of the samples (16,778), we found seven targeted analytes (including caffeine and various per- and poly-fluoroalkyl substances) and 38 untargeted features, positively associated with age. The directionality of these associations reversed for parity, decreasing with increasing births. Seven separate targeted analytes were associated with age at menarche. SIGNIFICANCE: This study demonstrates how a comprehensive chemical exposome approach can be used to inform future research prioritization regarding associations between known and unknown substances, reproduction, and breast cancer risk. IMPACT STATEMENT: This study illustrates how chemical exposomics of long-term stored blood samples offers valuable insights to discover chemical exposures and their potential links to disease in humans, particularly those related to reproduction and breast cancer risk factors.

Indexed as

Breast NeoplasmsEnvironmental ExposureEnvironmental PollutantsExposomeAdultAgedAge FactorsBiological Specimen BanksFemaleHumansMenarcheMiddle AgedParityPilot ProjectsRisk FactorsSwedenEnvironmental PollutantsBreast cancerChemical exposomeHigh-resolution mass spectrometryLiquid chromatographyPlasma

Identifiers

PMID39643621
PMCPMC12234353

What Socratic holds

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LicenceCC BY
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Registered trials

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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.