Evidence map›Paper›PMID 41383511›Full record

ArticleFrontiers in oncology2025

Patterns of response of breast cancer after neoadjuvant chemotherapy according to molecular subtype.

Malak Ghezzawi, Mohamad Hadi El Charif, Lynn Lteif, Vahe Panossian, Anthony Haddad, Sali Sarkis, Yara Zebian, Mira Kheil, Mohammad Ali Maktabi, Najla Fakhruddin and 4 more

Abstract read
In one paragraph

Article in Frontiers in oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Association of Post-Neoadjuvant Chemotherapy MRI andDiagnostics (Basel, Switzerland) · 2026
    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

14 authors.

Malak GhezzawiDepartment of Surgery, American University of Beirut, Beirut, Lebanon.
Mohamad Hadi El CharifDepartment of Internal Medicine, American University of Beirut, Beirut, Lebanon.
Lynn LteifFaculty of Medicine, American University of Beirut, Beirut, Lebanon.
Vahe PanossianFaculty of Medicine, American University of Beirut, Beirut, Lebanon.
Anthony HaddadFaculty of Medicine, American University of Beirut, Beirut, Lebanon.
Sali SarkisDepartment of Surgery, American University of Beirut, Beirut, Lebanon.
Yara ZebianDepartment of Surgery, American University of Beirut, Beirut, Lebanon.
Mira KheilFaculty of Medicine, American University of Beirut, Beirut, Lebanon.
Mohammad Ali MaktabiFaculty of Medicine, American University of Beirut, Beirut, Lebanon.
Najla FakhruddinDepartment of Pathology and Laboratory Medicine, American University of Beirut, Beirut, Lebanon.
Jaber Al AbbasDepartment of Surgery, American University of Beirut, Beirut, Lebanon.
Hazem AssiDepartment of Internal Medicine, American University of Beirut, Beirut, Lebanon.
Ziad SalemDepartment of Surgery, American University of Beirut, Beirut, Lebanon.
Eman SbaityDepartment of Surgery, American University of Beirut, Beirut, Lebanon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Neoadjuvant chemotherapy (NACT) is a key component in the treatment of locally advanced breast cancer, with pathologic complete response (pCR) varying by molecular subtype. This study evaluates pCR rates following NACT in a Lebanese cohort, stratified by molecular and clinicopathological features.Methods: This retrospective cohort included 187 women with stage T1-T4, N1, M0 breast cancer treated at the American University of Beirut Medical Center between 2010 and 2016. Molecular subtypes (Luminal A, Luminal B, HER2-positive, triple-negative) were determined by immunohistochemistry and/or FISH. pCR was defined as ypT0N0. Univariate and multivariate analyses were performed to identify predictors of pCR.Results: The median age was 45 years. Molecular subtype distribution was: Luminal A (28.9%), Luminal B (45.5%), HER2-positive (11.8%), and triple-negative (13.9%). Overall pCR was achieved in 12.8% (24/187) of patients. pCR rates significantly differed across molecular subtypes: HER2-enriched 45.5%, Luminal B 11.8%, triple-negative 11.5%, and Luminal A 1.9% (p = 0.005). Axillary involvement was also significantly associated with pCR (p < 0.001), while clinical T stage, tumor grade, focality/centricity, and chemotherapy regimen showed no significant associations. In multivariable logistic regression, molecular subtype remained an independent predictor of pCR (p = 0.002). Conclusion: pCR rates varied markedly among molecular subtypes, being highest in HER2-enriched tumors and lowest in Luminal A. These findings support molecular subtype as a key determinant of treatment response and highlight its role in guiding neoadjuvant treatment strategies.

Indexed as

breast cancermolecular subtypeneoadjuvant chemotheraphypathological complete responseresidual disease

Identifiers

PMID41383511
PMCPMC12689292

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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.