Evidence map›Paper›PMID 34464510›Full record

ArticleCancer medicine2021

Relationship of established risk factors with breast cancer subtypes.

Anne Marie McCarthy, Tara Friebel-Klingner, Sarah Ehsan, Wei He, Michaela Welch, Jinbo Chen, Despina Kontos, Susan M Domchek, Emily F Conant, Alan Semine and 4 more

Open access · goldAbstract readComparative Study
In one paragraph

Article in Cancer medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
60citing papers in PubMed, 2 pooled it
7.0field-weighted citation impact, top 2% 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

60 citing papers in PubMed, 2 syntheses or guidelines pooled it, 106 citations in OpenAlex.

  1. Pooled it
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  14. Causal Effects of Breast Cancer Risk Factors across Hormone Receptor Breast Cancer Subtypes: A Two-Sample Mendelian Randomization Study.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2025
    Article
  15. Article
  16. Contribution of Prediagnostic Host Factors to Shaping the Stromal Microenvironment of Breast Cancer among Sub-Saharan African Women.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2025
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  19. Breast cancer shares many epidemiological, lifestyle, and local hormonal and metabolic underpinnings with endometrial and ovarian cancer: a narrative review.Translational breast cancer research : a journal focusing on translational research in breast cancer · 2025
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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

14 authors at 5 institutions in 1 country.

Anne Marie McCarthyUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-3068-2669
Tara Friebel-KlingnerUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Sarah EhsanUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.ORCID 0000-0001-9328-1187
Wei HeMassachusetts General Hospital, Boston, Massachusetts, USA.
Michaela WelchDraper Laboratory, Boston, Massachusetts, USA.
Jinbo ChenUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Despina KontosUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Susan M DomchekUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Emily F ConantUniversity of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
Alan SemineNewton Wellesley Hospital, Newton, Massachusetts, USA.
Kevin HughesMassachusetts General Hospital, Boston, Massachusetts, USA.
Aditya BardiaMassachusetts General Hospital, Boston, Massachusetts, USA.
Constance LehmanMassachusetts General Hospital, Boston, Massachusetts, USA.
Katrina ArmstrongMassachusetts General Hospital, Boston, Massachusetts, USA.ORCID 0000-0001-5781-5970
University of Pennsylvania · USHarvard University · USDraper Laboratory · USMassachusetts General Hospital · USNewton Wellesley Hospital · US

Funding

American Cancer Society 131052-MRSG-17-144-01-CCESusan G. Komen CCR17480662
6 · The paper itself

Abstract

backgroundBreast cancer is a heterogeneous disease, divided into subtypes based on the expression of estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2). Subtypes have different biology and prognosis, with accumulating evidence of different risk factors. The purpose of this study was to compare breast cancer risk factors across tumor subtypes in a large, diverse mammography population.

methodsWomen aged 40-84 without a history of breast cancer with a screening mammogram at three United States health systems from 2006 to 2015 were included. Risk factor questionnaires were completed at mammogram visit, supplemented by electronic health records. Invasive tumor subtype was defined by immunohistochemistry as ER/PR+HER2-, ER/PR+HER2+, ER, and PR-HER2+, or triple-negative breast cancer (TNBC). Cox proportional hazards models were run for each subtype. Associations of race, reproductive history, prior breast problems, family history, breast density, and body mass index (BMI) were assessed. The association of tumor subtypes with screen detection and interval cancer was assessed using logistic regression among invasive cases.

resultsThe study population included 198,278 women with a median of 6.5 years of follow-up (IQR 4.2-9.0 years). There were 4002 invasive cancers, including 3077 (77%) ER/PR+HER2-, 300 (8%) TNBC, 342 (9%) ER/PR+HER2+, and 126 (3%) ER/PR-HER2+ subtype. In multivariate models, Black women had 2.7 times higher risk of TNBC than white women (HR = 2.67, 95% CI 1.99-3.58). Breast density was associated with increased risk of all subtypes. BMI was more strongly associated with ER/PR+HER2- and HER2+ subtypes among postmenopausal women than premenopausal women. Breast density was more strongly associated with ER/PR+HER2- and TNBC among premenopausal than postmenopausal women. TNBC was more likely to be interval cancer than other subtypes.

conclusionsThese results have implications for risk assessment and understanding of the etiology of breast cancer subtypes. More research is needed to determine what factors explain the higher risk of TNBC for Black women.

Indexed as

AdultAgedBiomarkers, TumorBody Mass IndexBreastBreast DensityBreast NeoplasmsErb-b2 Receptor Tyrosine KinasesFemaleFollow-Up StudiesHumansMammographyMiddle AgedPostmenopausePremenopauseReceptors, EstrogenBiomarkers, TumorERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, Progesteronebreast cancercancer epidemiologyetiologyrisk factorstumor subtypes

Identifiers

PMID34464510
PMCPMC8446564
OpenAlexW3198519606

What OpenQuestion 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 OpenQuestion graph.