Evidence map›Paper›PMID 41764344›Full record

ArticleOncogene2026

Obesity and breast density enhance immune exclusion in the primary tumor microenvironment and promote breast cancer metastasis.

Abbey E Williams, Erica J Hoffmann, David R Inman, Metti K Gari, Changyan Zhou, Brian M Burkel, Nour Haidar, Yueran Pan, Megan Halambeck, Brittney N Moore and 5 more

Abstract read
In one paragraph

Article in Oncogene, 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

15 authors.

Abbey E WilliamsDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA.
Erica J HoffmannDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
David R InmanDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Metti K GariDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Changyan ZhouDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Brian M BurkelDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Nour HaidarDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Yueran PanDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Megan HalambeckDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA.
Brittney N MooreDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA.
Kari B WisinskiDepartment of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Stephanie M McGregorUniversity of Wisconsin-Carbone Cancer Center, Madison, WI, USA.
Sheena C KerrUniversity of Wisconsin-Carbone Cancer Center, Madison, WI, USA.
Lisa M ArendtDepartment of Comparative Biosciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA.ORCID http://orcid.org/0000-0002-7954-3635
Suzanne M PonikDepartment of Cell and Regenerative Biology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA. ponik@wisc.edu.ORCID http://orcid.org/0000-0003-1367-4349

Funding

Training & Education to Advance Minorities in Science (TEAM-Science)R25GM083252 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI BIRD, IAN M. · 2008 to 2021
$8.5M
Novel Methods for Detecting Cell Interactions in the Tumor MicroenvironmentU54CA126511 · NCI · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI CONDEELIS, JOHN S · 2006 to 2010
$2.2M
Howard Hughes Medical Institute (HHMI) GT1453NCI NIH HHS U54 CA126511University of Wisconsin Carbone Cancer Center (UW Carbone Cancer Center) P30CA014520U.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) R01CA179556, R01CA206458, U54CA268069U.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) R01CA179556, R01CA227542U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R25GM083252
6 · The paper itself

Abstract

Recent epidemiological studies suggest that breast density and obesity together increase breast cancer risk. Although these risk factors have been explored individually, little is known about how they combine to alter the tumor immune microenvironment (TIME) and promote disease progression. To address this gap, we developed a murine model of both risk factors. Spatial analysis of the TIME revealed macrophages and T-cells predominantly localized in the stroma of both risk factor groups, indicating an immune exclusion phenotype. Mice with dual risk factors had significantly increased lung metastasis. To establish the human relevance of this model, we interrogated the TIME in biopsies from 158 patients with invasive ductal carcinoma and 10 years of follow-up data. We found that patients with both risk factors had the highest incidence of metastasis (45%). Furthermore, spatial immune profiling revealed exacerbated stromal localization of macrophages and T-cells in the dual risk factor group that progressed to metastasis. Overall, we uncovered an immune exclusion phenotype in metastatic breast cancer patients with obesity and breast density, and we present a relevant murine model that parallels human disease. The murine model will enable future investigation into therapies that intercept the mechanisms by which dual risk factors modulate the TIME.

Indexed as

Breast NeoplasmsCarcinoma, Ductal, BreastLung NeoplasmsObesityTumor MicroenvironmentAnimalsDisease Models, AnimalFemaleHumansMacrophagesMiceNeoplasm MetastasisRisk FactorsT-Lymphocytes

Identifiers

PMID41764344
PMCPMC12987724

What OpenQuestion holds

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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 OpenQuestion graph.