Evidence map›Paper›PMID 35446942›Full record

ArticleCancer immunology research2022

Insights into Immune Escape During Tumor Evolution and Response to Immunotherapy Using a Rat Model of Breast Cancer.

Carlos R Gil Del Alcazar, Anne Trinh, Maša Alečković, Ernesto Rojas Jimenez, Nicholas W Harper, Michael U J Oliphant, Shanshan Xie, Ethan D Krop, Bethlehem Lulseged, Katherine C Murphy and 7 more

Open access · hybridAbstract readComment
In one paragraph

Article in Cancer immunology research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
2.8field-weighted citation impact, top 8% 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

25 citing papers in PubMed, 31 citations in OpenAlex.

  1. Breast cancer prevention by prophylactic Lalba mRNA-LNP vaccination.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Aging-associated differences in mammary tumor-initiating populations and immune evasion pathways in breast cancer.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  8. Evaluation of targeted and immune combination therapies in a rat model of hormone receptor-positive breast cancer.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  9. Review
  10. Review
  11. Article
  12. Immuno-oncology recapitulates ontogeny: Modern cell and gene therapy for cancer.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Review
  13. Rat Models of Breast Cancer.Advances in experimental medicine and biology · 2025
    Review
  14. Article
  15. Article
  16. Review
  17. Rat Models of Hormone Receptor-Positive Breast Cancer.Journal of mammary gland biology and neoplasia · 2024
    Review
  18. Article
  19. Article
  20. Advances in Immunocompetent Mouse and Rat Models.Cold Spring Harbor perspectives in medicine · 2024
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors at 5 institutions in 1 country.

Carlos R Gil Del Alcazar *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-7167-1069
Anne Trinh *Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-7261-6734
Maša AlečkovićDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-5653-8502
Ernesto Rojas JimenezDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0003-2311-0205
Nicholas W HarperDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-4037-7473
Michael U J OliphantDepartment of Medicine, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-2563-6489
Shanshan XieDepartment of Medicine, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-0168-6350
Ethan D KropDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-4724-3865
Bethlehem LulsegedDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0003-3848-9166
Katherine C MurphyDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5962-9896
Tanya E KeenanDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-5300-9998
Eliezer M Van AllenDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-0201-4444
Sara M TolaneyDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5940-8671
Gordon J FreemanDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-7210-5616
Deborah A DillonDepartment of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.ORCID 0000-0002-4977-6673
Senthil K MuthuswamyDepartment of Medicine, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-6564-9634
Kornelia PolyakDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-5964-0382
Brigham and Women's Hospital · USBroad Institute · USDana-Farber Cancer Institute · USBeth Israel Deaconess Medical Center · USHarvard University · US

Funding

Tissue and Pathology CoreP50CA168504 · NCI · DANA-FARBER CANCER INST · PI Geoffrey I. Shapiro · 2013 to 2026
$30.1M
Physician Scientist Training in Cancer ResearchT32CA009172 · NCI · DANA-FARBER CANCER INSTITUTE · PI Jennifer R Brown, James A. DeCaprio · 1985 to 2026
$17.1M
Targeting intratumor heterogeneity in breast cancerR35CA197623 · NCI · DANA-FARBER CANCER INST · PI KORNELIA POLYAK · 2015 to 2026
$12.4M
The DREAM B-Myb-MuvB complex controls sensitivity to DNA replication activators and inhibitorsR35CA232128 · NCI · DANA-FARBER CANCER INST · PI DECAPRIO, JAMES A. · 2019 to 2025
$7.2M
Deciphering the role of Six2 in regulating cancer stem cell properties and promoting late-stage metastasis in breast cancer.K00CA223023 · NCI · HARVARD MEDICAL SCHOOL · PI OLIPHANT, MICHAEL UJ · 2019 to 2022
$365k
NCI NIH HHS P50 CA168504NCI NIH HHS R35 CA197623NCI NIH HHS R35 CA232128NCI NIH HHS T32 CA009172
6 · The paper itself

Abstract

Animal models are critical for the preclinical validation of cancer immunotherapies. Unfortunately, mouse breast cancer models do not faithfully reproduce the molecular subtypes and immune environment of the human disease. In particular, there are no good murine models of estrogen receptor-positive (ER+) breast cancer, the predominant subtype in patients. Here, we show that Nitroso-N-methylurea-induced mammary tumors in outbred Sprague-Dawley rats recapitulate the heterogeneity for mutational profiles, ER expression, and immune evasive mechanisms observed in human breast cancer. We demonstrate the utility of this model for preclinical studies by dissecting mechanisms of response to immunotherapy using combination TGFBR inhibition and PD-L1 blockade. Short-term treatment of early-stage tumors induced durable responses. Gene expression profiling and spatial mapping classified tumors as inflammatory and noninflammatory, and identified IFNγ, T-cell receptor (TCR), and B-cell receptor (BCR) signaling, CD74/MHC II, and epithelium-interacting CD8+ T cells as markers of response, whereas the complement system, M2 macrophage phenotype, and translation in mitochondria were associated with resistance. We found that the expression of CD74 correlated with leukocyte fraction and TCR diversity in human breast cancer. We identified a subset of rat ER+ tumors marked by expression of antigen-processing genes that had an active immune environment and responded to treatment. A gene signature characteristic of these tumors predicted disease-free survival in patients with ER+ Luminal A breast cancer and overall survival in patients with metastatic breast cancer receiving anti-PD-L1 therapy. We demonstrate the usefulness of this preclinical model for immunotherapy and suggest examination to expand immunotherapy to a subset of patients with ER+ disease. See related Spotlight by Roussos Torres, p. 672.

Indexed as

Breast NeoplasmsAnimalsFemaleHormonesHumansImmunologic FactorsImmunotherapyMiceRatsRats, Sprague-DawleyReceptors, Antigen, T-CellHormonesImmunologic FactorsReceptors, Antigen, T-Cell

Identifiers

PMID35446942
PMCPMC9177779
OpenAlexW4224212605

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.