Evidence map›Paper›PMID 35609559›Full record

ArticleNeuro-oncology2022

A comprehensive profiling of the immune microenvironment of breast cancer brain metastases.

Gaia Griguolo, Anna Tosi, Maria Vittoria Dieci, Susan Fineberg, Valentina Rossi, Annavera Ventura, Michele Bottosso, Luc Bauchet, Federica Miglietta, Jack Jacob and 7 more

Open access · bronzeAbstract read
In one paragraph

Article in Neuro-oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
4.1field-weighted citation impact, top 5% 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

29 citing papers in PubMed, 30 citations in OpenAlex.

  1. Trial
  2. The immunology of human breast cancer.Nature reviews. Immunology · 2026
    Review
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  16. Genomic and immune profiling of breast cancer brain metastases.Acta neuropathologica communications · 2025
    Article
  17. Article
  18. Highlighting recent achievements to advance more effective cancer immunotherapy.Journal of experimental & clinical cancer research : CR · 2025
    Article
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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

17 authors at 6 institutions in 3 countries.

Gaia GriguoloDivision of Oncology 2, Istituto Oncologico Veneto IRCCS, Padova, Italy.ORCID 0000-0002-8782-4509
Anna TosiDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
Maria Vittoria DieciDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
Susan FinebergPathology Department, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, New York, USA.ORCID 0000-0002-4769-7875
Valentina RossiImmunology and Molecular Oncology Diagnostics, Istituto Oncologico Veneto IRCCS, Padova, Italy.
Annavera VenturaDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
Michele BottossoDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
Luc BauchetDepartment of Neurosurgery, Gui de Chauliac Hospital-CHU, Montpellier University Medical Center, Montpellier, France.
Federica MigliettaDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
Jack JacobDepartment of Pathology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Valerie RigauDepartment of Pathology, University of Montpellier, Montpellier, France.
Matteo FassanDepartment of Medicine, Surgical Pathology Unit, University of Padova, Padova, Italy.
William JacotMedical Oncology Department, Institut du Cancer de Montpellier-University of Montpellier, Montpellier, France.
PierFranco ConteDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.ORCID 0000-0002-5210-5344
Antonio RosatoDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.ORCID 0000-0002-5263-8386
Amelie DarlixMedical Oncology Department, Institut du Cancer de Montpellier, Institut de Génomique Fonctionnelle, INSERM, CNRS-University of Montpellier, Montpellier, France.
Valentina GuarneriDepartment of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy.
University of Padua · ITCentre National de la Recherche Scientifique · FRIstituto Oncologico Veneto · ITUniversité de Montpellier · FRAlbert Einstein College of Medicine · USBeth Israel Deaconess Medical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite potential clinical implications, the complexity of breast cancer (BC) brain metastases (BM) immune microenvironment is poorly understood. Through multiplex immunofluorescence, we here describe the main features of BCBM immune microenvironment (density and spatial distribution) and evaluate its prognostic impact.

methodsSixty BCBM from patients undergoing neurosurgery at three institutions (2003-2018) were comprehensively assessed using two multiplex immunofluorescence panels (CD4, CD8, Granzyme B, FoxP3, CD68, pan-cytokeratin, DAPI; CD3, PD-1, PD-L1, LAG-3, TIM-3, CD163, pan-cytokeratin, DAPI). The prognostic impact of immune subpopulations and cell-to-cell spatial interactions was evaluated.

resultsSubtype-related differences in BCBM immune microenvironment and its prognostic impact were observed. While in HR-/HER2- BM and HER2+ BM, higher densities of intra-tumoral CD8+ lymphocytes were associated with significantly longer OS (HR 0.16 and 0.20, respectively), in HR+/HER2- BCBMs a higher CD4+FoxP3+/CD8+ cell ratio in the stroma was associated with worse OS (HR 5.4). Moreover, a higher density of intra-tumoral CD163+ M2-polarized microglia/macrophages in BCBMs was significantly associated with worse OS in HR-/HER2- and HR+/HER2- BCBMs (HR 6.56 and 4.68, respectively), but not in HER2+ BCBMs. In HER2+ BCBMs, multiplex immunofluorescence highlighted a negative prognostic role of PD-1/PD-L1 interaction: patients with a higher percentage of PD-L1+ cells spatially interacting with (within a 20 µm radius) PD-1+ cells presented a significantly worse OS (HR 4.60).

conclusionsOur results highlight subtype-related differences in BCBM immune microenvironment and identify two potential therapeutic targets, M2 microglia/macrophage polarization in HER2- and PD-1/PD-L1 interaction in HER2+ BCBMs, which warrant future exploration in clinical trials.

Indexed as

Brain NeoplasmsBreast NeoplasmsB7-H1 AntigenBiomarkers, TumorFemaleForkhead Transcription FactorsHumansKeratinsLymphocytes, Tumor-InfiltratingPrognosisProgrammed Cell Death 1 ReceptorTumor MicroenvironmentB7-H1 AntigenBiomarkers, TumorForkhead Transcription FactorsKeratinsProgrammed Cell Death 1 Receptorbrain metastasesbreast cancerimmune biomarkersimmune microenvironmentmultiplex immunofluorescence

Identifiers

PMID35609559
PMCPMC9713504
OpenAlexW4281621979

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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.