Evidence map›Paper›PMID 41749909›Full record

ArticleCancers2026

From Static to Dynamic: Adaptive Molecular Subtyping in Treated Breast Cancers-Evidence from Single-Center Retrospective Cohort Study.

Flavia Ultimescu, Carmen Ardeleanu, Octav Ginghina, Mara Mardare, Marius Zamfir, Alina Ioana Puscasu, Irina Bondoc, Andrei-Bogdan Vacarasu, Theodor Antoniu, Ariana Hudita and 7 more

Abstract read
In one paragraph

Article in Cancers, 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. Review
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.

Flavia UltimescuOncoTeam Diagnostic S.A., 010719 Bucharest, Romania.
Carmen ArdeleanuOncoTeam Diagnostic S.A., 010719 Bucharest, Romania.
Octav GinghinaUniversity of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.
Mara MardareDoctoral School of Medicine, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.ORCID 0000-0002-5176-2772
Marius ZamfirDoctoral School of Medicine, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.
Alina Ioana PuscasuOncological Surgery 3 Department, "Prof. Dr. A. Trestioreanu" Institute of Oncology Bucharest, 022328 Bucharest, Romania.
Irina BondocDoctoral School of Medicine, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.
Andrei-Bogdan VacarasuDoctoral School of Medicine, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.
Theodor AntoniuOncological Surgery 3 Department, "Prof. Dr. A. Trestioreanu" Institute of Oncology Bucharest, 022328 Bucharest, Romania.
Ariana HuditaDepartment of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania.ORCID 0000-0002-9439-9432
Bianca GalateanuDepartment of Biochemistry and Molecular Biology, University of Bucharest, 050095 Bucharest, Romania.ORCID 0000-0001-8093-1750
Laurentia GalesOncology Department, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.ORCID 0000-0002-0414-1607
Elena SerbanDoctoral School of Medicine, University of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.
Horia-Dan LiscuDiscipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila" Bucharest, 020021 Bucharest, Romania.ORCID 0009-0000-5517-5340
Andreea-Iuliana IonescuDiscipline of Oncological Radiotherapy and Medical Imaging, University of Medicine and Pharmacy "Carol Davila" Bucharest, 020021 Bucharest, Romania.
Mihail CeausuUniversity of Medicine and Pharmacy "Carol Davila" Bucharest, 050474 Bucharest, Romania.ORCID 0000-0003-2655-8160
Maria-Victoria OlincaOncoTeam Diagnostic S.A., 010719 Bucharest, Romania.ORCID 0000-0003-2891-1941

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

adaptive molecular subtypingbreast cancerlongitudinal molecular profilingmolecular plasticityprecision oncologytreatment resistance

Identifiers

PMID41749909
PMCPMC12939556

What OpenQuestion 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 OpenQuestion graph.