Evidence map›Paper›PMID 34697058›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2022

A Metabolomics Analysis of Circulating Carotenoids and Breast Cancer Risk.

Cheng Peng, Oana A Zeleznik, Katherine H Shutta, Bernard A Rosner, Peter Kraft, Clary B Clish, Meir J Stampfer, Walter C Willett, Rulla M Tamimi, A Heather Eliassen

Open access · bronzeAbstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 2 pooled it
0.8field-weighted citation impact, top 32% 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

13 citing papers in PubMed, 2 syntheses or guidelines pooled it, 17 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Significance of Vitamins A and E in Cancer Progression and Prevention.International journal of molecular sciences · 2025
    Review
  5. Observational
  6. Article
  7. Review
  8. Review
  9. Breast Cancer Exposomics.Life (Basel, Switzerland) · 2024
    Review
  10. Onco-Breastomics: An Eco-Evo-Devo Holistic Approach.International journal of molecular sciences · 2024
    Review
  11. Carotenoids in Health as Studied by Omics-Related Endpoints.Advances in nutrition (Bethesda, Md.) · 2023
    Review
  12. Review
  13. 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 5 institutions in 1 country.

Cheng PengChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts. recpe@channing.harvard.edu.
Oana A ZeleznikChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts.ORCID 0000-0002-8705-1163
Katherine H ShuttaDepartment of Biostatistics and Epidemiology, School of Public Health & Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts.ORCID 0000-0003-0402-3771
Bernard A RosnerChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Peter KraftDepartment of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Clary B ClishBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts.ORCID 0000-0001-8259-9245
Meir J StampferChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Walter C WillettChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts.ORCID 0000-0003-1458-7597
Rulla M Tamimi *Department of Population Health Sciences, Weill Cornell Medicine, New York, New York.ORCID 0000-0003-2306-8668
A Heather Eliassen *Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts.ORCID 0000-0002-3961-6609
Brigham and Women's Hospital · USBroad Institute · USCornell University · USHarvard University · USUniversity of Massachusetts Amherst · US

Funding

Statistical MethodsP01CA087969 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ROSNER, BERNARD A · 2000 to 2019
$77.8M
ROLE OF DIETARY CONSTITUENTS ON GENE EXPRESSION IN INTESTINAL EPITHELIUMP30DK040561 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Elizabeth Austen Lawson, Takara Leah Stanley · 1994 to 2026
$31.6M
Life Course Cancer Epidemiology Cohort in WomenU01CA176726 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 2018 to 2025
$22.4M
Long Term Multidisciplinary Study of Cancer in Women: The Nurses Health StudyUM1CA186107 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, STAMPFER, MEIR · 2014 to 2023
$22.3M
Training Program in Cancer EpidemiologyT32CA009001 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI A. Heather Eliassen, Meir Stampfer · 1985 to 2026
$17.3M
NCI NIH HHS P01 CA087969NCI NIH HHS T32 CA009001NCI NIH HHS U01 CA176726NCI NIH HHS UM1 CA186107NIDDK NIH HHS P30 DK040561
6 · The paper itself

Abstract

backgroundHigher circulating carotenoids are associated with lower breast cancer risk. The underlying biology remains under-explored.

methodsWe profiled 293 prediagnostic plasma metabolites in a nested case-control study (

resultsWe identified 48 to 110 metabolites associated with plasma levels of α-carotene, β-carotene, β-cryptoxanthin, estimated-vitamin-A-potential, lutein/zeaxanthin, and lycopene, which included primarily positively associated metabolites implicated in immune regulation (tryptophan), redox balance (plasmalogens, glutamine), epigenetic regulations (acetylated-/methylated-metabolites), and primarily inversely associated metabolites involved in β-oxidation (carnitines; FDR ≤ 0.05). The metabolomic signatures derived for β-carotene (Q4 vs. Q1 relative risk RR = 0.74,

conclusionsMetabolites involved in immune regulation, redox balance, membrane signaling, and β-oxidation were associated with plasma carotenoids. Although some metabolites may reflect shared common food sources or compartmental colocalization with carotenoids, others may signal the underlying pathways of carotenoids-associated lowered breast cancer risk. IMPACT: Consumption of carotenoid-rich diet is associated with a wide-range of metabolic changes which may help to reduce breast cancer risk.

Indexed as

AdultBiomarkersBreast NeoplasmsCarotenoidsCase-Control StudiesFemaleHumansMetabolomicsMiddle AgedRisk FactorsUnited StatesBiomarkersCarotenoids

Identifiers

PMID34697058
PMCPMC9015159
OpenAlexW3211271673

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.