Evidence map›Paper›PMID 41898428›Full record

ArticleInternational journal of molecular sciences2026

Gene Expression Profiles Associated with Molecular Subtypes and Pathological Response to Neoadjuvant Treatment in Surgical Breast Cancer.

Sonia Baulies, Miguel Angel Molina-Vila, Francesc Tresserra, Ignacio Rodríguez, Yannick Hurni, Ana Giménez-Capitán, Silvia Cabrera, Rafael Fábregas

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Sonia BauliesGynecologic Oncology and Breast Pathology Unit, Department of Obstetrics, Gynecology, and Reproduction, Dexeus Mujer, Dexeus University Hospital, 08028 Barcelona, Spain.ORCID 0000-0001-7670-5603
Miguel Angel Molina-VilaPangaea Oncology, Laboratory of Molecular Biology, Coyote Research Group, Dexeus University Hospital, 08028 Barcelona, Spain.ORCID 0000-0001-8866-9881
Francesc TresserraPathology Unit, Department of Obstetrics, Gynecology, and Reproduction, Dexeus Mujer, Dexeus University Hospital, 08028 Barcelona, Spain.
Ignacio RodríguezStatistics and Epidemiology Unit, Department of Obstetrics, Gynecology, and Reproduction, Dexeus Mujer, Dexeus University Hospital, 08028 Barcelona, Spain.ORCID 0000-0002-6586-0111
Yannick HurniGynecologic Oncology and Breast Pathology Unit, Department of Obstetrics, Gynecology, and Reproduction, Dexeus Mujer, Dexeus University Hospital, 08028 Barcelona, Spain.
Ana Giménez-CapitánPangaea Oncology, Laboratory of Molecular Biology, Coyote Research Group, Dexeus University Hospital, 08028 Barcelona, Spain.
Silvia CabreraGynecologic Oncology and Breast Pathology Unit, Department of Obstetrics, Gynecology, and Reproduction, Dexeus Mujer, Dexeus University Hospital, 08028 Barcelona, Spain.ORCID 0000-0002-3164-6686
Rafael FábregasGynecologic Oncology and Breast Pathology Unit, Department of Obstetrics, Gynecology, and Reproduction, Dexeus Mujer, Dexeus University Hospital, 08028 Barcelona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chemotherapy has significantly improved survival in breast cancer and, in the neoadjuvant setting, contributes to tumor downstaging and increased rates of breast-conserving surgery while enabling in vivo assessment of tumor biology and chemosensitivity. Pathological complete response (pCR) is a key endpoint associated with favorable outcomes; however, tumor heterogeneity highlights the need for reliable predictive biomarkers. This study evaluated the mRNA expression of 13 candidate genes in relation to molecular subtypes and pathological response to neoadjuvant chemotherapy (NAC) to identify potential predictive and prognostic markers. Pretreatment core biopsies from 92 patients receiving NAC were analyzed by quantitative RT-PCR. Molecular subtypes were determined by immunohistochemistry (ER, PR, HER2, Ki67), and pathological response was classified using the Miller-Payne scale as good (MP 4/5) or poor (MP 1-3). Multivariate logistic regression assessed associations between gene expression, subtype, and pCR. Hormone receptor-positive tumors showed significantly higher expression of

Indexed as

Breast NeoplasmsNeoadjuvant TherapyTranscriptomeAdultAgedBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMiddle AgedPathologic Complete ResponsePrognosisBiomarkers, Tumorbreast cancer subtypesgene expression profilingneoadjuvant chemotherapypathological responsepredictive molecular markers

Identifiers

PMID41898428
PMCPMC13027109

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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.