Evidence map›Paper›PMID 39765189›Full record

ArticleESMO open2025

Linking tumor immune infiltration to enhanced longevity in recurrence-free breast cancer.

L Angelats, L Paré, C Rubio-Perez, E Sanfeliu, A González, E Seguí, G Villacampa, M Marín-Aguilera, S Pernas, B Conte and 27 more

Registry-linked trialAbstract read
In one paragraph

Article in ESMO open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07107594 (Multimodal Intervention During Neoadjuvant Chemotherapy in Patients With Early-breast Cancer as a Strategy to Improve Treatment Response), which is not on this map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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.

NCT07107594 narecruitingnot on this map

Multimodal Intervention During Neoadjuvant Chemotherapy in Patients With Early-breast Cancer as a Strategy to Improve Treatment Response: DIANA Trial (Multimodal Prehabilitation: DIet, ANxiety Control Psychotherapy, Physical Activity)

TypeinterventionalSponsorHospital Clinic of BarcelonaRan2025 to 2028Enrolled214ConditionsBreast Cancer Early Stage Breast Cancer (Stage 1-3), PrehabilitationArmsMultimodal prehabilitation
3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Review
  2. The immunology of human breast cancer.Nature reviews. Immunology · 2026
    Review
  3. Article
  4. Observational
  5. Associations of the HER2DX Genomic Test with Biological and Pathologic Features in HER2-Positive Breast Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  6. Article
  7. Review
  8. 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

37 authors.

L AngelatsTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain.
L ParéReveal Genomics, Barcelona, Spain.
C Rubio-PerezTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
E SanfeliuTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Department of Pathology, Hospital Clinic of Barcelona, Barcelona, Spain.
A GonzálezDepartment of Pathology, Hospital Clinic of Barcelona, Barcelona, Spain; Immunogenetics and Immunotherapy in Autoinflammatory and Immune Responses, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.
E SeguíTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
G VillacampaStatistics Unit, Vall d'Hebron Institute of Oncology, Barcelona, Spain.
M Marín-AguileraReveal Genomics, Barcelona, Spain.
S PernasInstitut Catala d'Oncologia, IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; Institut Català d'Oncologia Medical Oncology, Breast Unit Barcelona, Barcelona, Spain.
B ConteTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
V Albarrán-FernándezTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
O Martínez-SáezTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain.
Á AguirreTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
P GalvánTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona, Spain.
A Fernandez-MartinezDepartment of Genetics, University of North Carolina, Chapel Hill, USA.
S CoboTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
M ReyTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
A Martínez-RomeroTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
B WalbaumTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
F SchettiniTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
M VidalTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
W BuckinghamReveal Genomics, Barcelona, Spain.
M MuñozTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
B AdamoTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain.
Y AgrawalLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, USA.
S GuedanCellular Immunotherapies for Cancer Group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain.
T PascualTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain; SOLTI Cancer Cooperative Group, Barcelona, Spain.
J AgudoDepartment of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, USA; Department of Immunology, Harvard Medical School, Boston, USA; Parker Institute for Cancer Immunotherapy at Dana-Farber Cancer Institute, Boston, USA; New York Stem Cell Foundation, Robertson Investigator, New York, USA.
M GrzelakOmniscope Inc., Palo Alto, USA.
N BorcherdingOmniscope Inc., Palo Alto, USA.
H HeynOmniscope Inc., Palo Alto, USA.
A VivancosVall d'Hebron Institute of Oncology (VHIO), Cancer Genomics Group, Barcelona, Spain.
J S ParkerLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, USA.
P VillagrasaReveal Genomics, Barcelona, Spain.
C M PerouDepartment of Genetics, University of North Carolina, Chapel Hill, USA; Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, USA.
A PratTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain; Department of Medicine, University of Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona, Spain; Institute of Oncology (IOB)-Hospital Quirónsalud, Barcelona, Spain.
F Brasó-MaristanyTranslational Genomics and Targeted Therapies in Solid Tumors group, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Institute of Cancer and Blood Diseases, Hospital Clinic of Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona, Spain. Electronic address: FBRASO@recerca.clinic.cat.

Funding

Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CHARLES M PEROU · 1992 to 2026
$59.3M
TISSUE CoreP50CA098131 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI PARK, BEN HO, PIETENPOL, JENNIFER A · 2003 to 2024
$48.7M
NCI NIH HHS P50 CA058223NCI NIH HHS P50 CA098131
6 · The paper itself

Abstract

backgroundThe infiltration of tumor-infiltrating B cells and plasma cells in early-stage breast cancer has been associated with a reduced risk of distant metastasis. However, the influence of B-cell tumor infiltration on overall patient survival remains unclear. MATERIALS AND

methodsThis study explored the relationship between an antitumor immune response, measured by a 14-gene B-cell/immunoglobulin (IGG) signature, and mortality risk in 9638 breast cancer patients across three datasets. Associations with tumor subtype, stage, and age were examined. IGG was characterized using spatial GeoMx profiling and single-cell RNA sequencing, and its relationship with tertiary lymphoid structures (TLSs) was evaluated. The predictive value of each of the 14 IGG genes for B-cell receptor (BCR) and T-cell receptor (TCR) clonality and longevity was also assessed, along with its association with longevity in other cancer types.

resultsHigh IGG signature expression was significantly associated with a 41%-47% reduction in death risk in breast cancer survivors (P < 0.001), regardless of age, tumor stage, or subtype. Similar associations were observed in other cancers, including melanoma. In breast cancer, the IGG signature was significantly linked to overall survival without relapse in patients aged 41-70 years at diagnosis. Additionally, IGG expression correlated with the presence of TLSs and higher B- and T-cell polyclonality. A specific subset of seven IGG genes strongly correlated with BCR and TCR clonality, with predictive power for identifying clonality and improved longevity, especially when combining two of these genes.

conclusionsThis study uncovers a significant link between immune gene expression in tumors and extended longevity in breast cancer survivors, even in the absence of recurrence. The IGG signature, particularly its key gene subset, emerges as a powerful marker of sustained antitumor immunity and overall patient fitness. These findings pave the way for personalized treatment strategies that enhance both survival and long-term health outcomes.

Indexed as

Breast NeoplasmsLongevityLymphocytes, Tumor-InfiltratingAdultAgedB-LymphocytesFemaleHumansImmunoglobulin GMiddle AgedNeoplasm Recurrence, LocalImmunoglobulin Gbreast cancerclonalityimmune gene expressionlongevity

Identifiers

PMID39765189
PMCPMC11758579

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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.