Evidence map›Paper›PMID 41507204›Full record

ArticleNPJ breast cancer2026

Breast cancers arising in high mammographic density tissue harbor tumor-promoting immune profiles.

Dane Cheasley, Meagan Ruppert, Lisa Devereux, Madawa W Jayawardana, Qihong Zhao, Carolyn Nickson, Melrine Pereira, David J Byrne, Stephen B Fox, Ian G Campbell and 1 more

Abstract read
In one paragraph

Article in NPJ breast cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Dane CheasleyCancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Meagan RuppertBreast Cancer Risk and Prevention Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Lisa DevereuxLifepool, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Madawa W JayawardanaPeter MacCallum Cancer Centre and Collaborative Centre Cancer Genomic Medicine University of Melbourne, Melbourne, VIC, Australia.
Qihong ZhaoCancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Carolyn NicksonCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia.
Melrine PereiraBreast Cancer Risk and Prevention Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
David J ByrneThe Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia.
Stephen B FoxThe Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia.
Ian G CampbellCancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
Kara L BrittThe Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia. Kara.britt@petermac.org.

Funding

EPA EP-C-15-004Victorian Cancer Agency ECSG15003
6 · The paper itself

Abstract

Epidemiological studies have shown that high mammographic density (HMD) is a strong risk factor for breast cancer (BC) and is associated with poor prognosis. Although tumors from women with low (LMD) and HMD are genetically similar, HMD has a worse prognosis. We explored whether differences in the immune tumor microenvironment could explain the poorer outcomes. BC data were predominantly obtained from Lifepool, a population-based cohort of over 55,000 Australian women within the screening program. We identified 670 cases of invasive BC with pathology reports, family cancer history, and matched MD data to evaluate the clinico-pathological features of BC across MD quintiles. Tumour tissue was retrieved from 122 cases and we performed multiplexed immunohistochemistry to assess the infiltration of immune cells. Whole-genome sequencing (WGS) was performed on twelve luminal BCs of ductal origin, which included 4 LMD, and 5 HMD cases. Additional cases for WGS were obtained from the MAGIC study. BCs in women with HMD were linked to older age at diagnosis, higher rates of interval cancers, distinct histological subtypes, and a stronger family history of BC. Mutational signatures showed increased homologous recombination deficiency. APOBEC-associated mutations were unique to LMD. HMD also exhibited a significant rise in adaptive immune cells, including T cell B cells. Our findings suggest that HMD is associated with distinct somatic genetic events and an immune microenvironment that favors tumor-promoting immune cells within BC.

Identifiers

PMID41507204
PMCPMC12864841

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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.