Evidence mapPaperPMID 41373752Full record

ReviewInternational journal of molecular sciences2025

Emerging Breast Cancer Subpopulations: Functional Heterogeneity Beyond the Classical Subtypes.

Amalia Kotsifaki, Georgia Kalouda, Efthymios Karalexis, Martha Stathaki, Georgios Metaxas, Athanasios Armakolas

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. 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

6 authors.

Amalia KotsifakiPhysiology Laboratory, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece.
Georgia KaloudaPhysiology Laboratory, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece.
Efthymios KaralexisPhysiology Laboratory, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece.
Martha StathakiDepartment of Surgery, Elena Venizelou Hospital, 11521 Athens, Greece.ORCID 0009-0003-0998-6195
Georgios MetaxasDepartment of Surgery, Elena Venizelou Hospital, 11521 Athens, Greece.
Athanasios ArmakolasPhysiology Laboratory, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Breast cancer (BC) is increasingly recognized as a heterogeneous disease, with complexity that extends beyond the classical luminal A/B, HER2-enriched, and triple-negative framework. Advances in molecular and functional profiling have uncovered emerging subpopulations, including HER2-low, claudin-low, BRCA-deficient ("BRCAness"), and refined TNBC subsets, such as luminal AR (LAR) and basal-like immune variants, that extend beyond traditional taxonomies. These novel classifications provide additional resolutions, offering both prognostic insight and therapeutic opportunities. In this comprehensive review, we integrate evidence from genomic, epigenetic, proteomic, immune-related, and liquid biopsy biomarkers, underscoring how they define the biology of these subgroups and predict responses to targeted therapies, such as antibody-drug conjugates, PARP inhibitors, and immune checkpoint blockade. We further highlight the role of the tumor microenvironment (TME) and intratumoral heterogeneity in shaping these entities. Collectively, recognition of emerging subtypes as clinically actionable groups represents a paradigm shift from static receptor-based models to dynamic, biomarker-driven frameworks that refine prognosis, enable patient stratification, and support precision oncology in aggressive BC.

Indexed as

Breast NeoplasmsBiomarkers, TumorFemaleHumansPrognosisTumor MicroenvironmentBiomarkers, TumorBRCAnessbreast cancer subtypesclaudin-lowemerging populationsfunctional heterogeneityHER2-lowintratumoral heterogeneityprecision oncologyprognostic biomarkerstumor microenvironment

Identifiers

PMID41373752
PMCPMC12691874

What Socratic holds

Textmetadata
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 Socratic graph.