Evidence map›Paper›PMID 42341255›Full record

ArticleJCO precision oncology2026

Prediction of Anthracycline Benefit in Hormone Receptor-Positive, Human Epidermal Growth Factor Receptor 2-Negative Early-Stage Breast Cancer by the MammaPrint 70-Gene Signature for Patients Enrolled in the FLEX Study.

Joyce O'Shaughnessy, Adam M Brufsky, Rakhshanda Layeequr Rahman, Cynthia R Osborne, Reshma Mahtani, Ahmed Elkhanany, Cathy Lynne Graham, Eric Brown, Linsey P Gold, Nathalie Johnson and 7 more

Abstract read
In one paragraph

Article in JCO precision oncology, 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

17 authors.

Joyce O'ShaughnessyBaylor University Medical Center, Texas Oncology, Sarah Cannon Research Institute, Dallas, TX.
Adam M BrufskyUniversity of Pittsburgh Medical Center, Pittsburgh, PA.ORCID 0000-0001-8080-7960
Rakhshanda Layeequr RahmanTexas Tech University Health Sciences Center, School of Medicine, Lubbock, TX.
Cynthia R OsborneTexas Oncology, Dallas, TX.
Reshma MahtaniMiami Cancer Institute, Baptist Health South Florida, Miami, FL.ORCID 0000-0002-7711-8627
Ahmed ElkhananyBaylor College of Medicine, Houston, TX.ORCID 0000-0001-7681-6872
Cathy Lynne GrahamPiedmont Cartersville Breast, Carterville, GA.ORCID 0000-0002-4922-2195
Eric BrownComprehensive Breast Care, Troy, MI.
Linsey P GoldComprehensive Breast Care, Troy, MI.
Nathalie JohnsonLegacy Health System, Portland, OR.
Danilo GiffoniLondon Regional Cancer Program, London, ON, Canada.ORCID 0000-0001-7375-4346
J Jaime Alberty-OllerKings County Hospital Center, Brooklyn, NY.ORCID 0000-0003-3125-6474
Harshini RamaswamyMedical Affairs, Agendia Inc, Irvine, CA.
Raquel WeberMedical Affairs, Agendia Inc, Irvine, CA.ORCID 0000-0002-1155-8582
Nicole Chmielewski-StiversMedical Affairs, Agendia Inc, Irvine, CA.ORCID 0000-0001-9635-0256
Andrea R MenicucciMedical Affairs, Agendia Inc, Irvine, CA.ORCID 0000-0003-4242-6213
William AudehMedical Affairs, Agendia Inc, Irvine, CA.ORCID 0000-0002-7790-7466

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeRandomized trials have not demonstrated clear benefit from anthracyclines for patients with hormone receptor-positive, human epidermal growth factor receptor 2-negative (HER2-) early breast cancer (EBC). The MammaPrint 70-gene signature, specifically the High-Risk 1 (H1) and High-Risk 2 (H2) subgroups, was evaluated in predicting benefit from anthracycline- and taxane-based chemotherapy (AC-T) compared with taxane/cyclophosphamide (TC) in hormone receptor-positive HER2- EBC. MATERIALS AND

methodsThis analysis used prospectively collected real-world data from patients enrolled in the FLEX study with stage I-III hormone receptor-positive HER2- EBC, MammaPrint High-Risk, and BluePrint Luminal B tumors who received adjuvant AC-T or TC. Inverse probability of treatment weighting (IPTW) was performed to balance clinical characteristics between treatment groups. The association between the chemotherapy regimen and 3-year invasive disease-free survival (IDFS) was assessed using Kaplan-Meier estimates and Cox proportional hazards models.

resultsAmong patients with H1 cancers (n = 1,106), 3-year IDFS did not differ between AC-T and TC (95.9%

conclusionPatients with MammaPrint H2 tumors had a clinically meaningful benefit from anthracycline-containing chemotherapy, whereas patients with H1 tumors did not derive more benefit from AC-T than from TC despite overlapping high-risk features. These findings support the use of MammaPrint to inform chemotherapy regimen selection and warrant further validation.

Indexed as

AnthracyclinesAntineoplastic Combined Chemotherapy ProtocolsBreast NeoplasmsAdultAgedBridged-Ring CompoundsCyclophosphamideErb-b2 Receptor Tyrosine KinasesFemaleHumansMiddle AgedNeoplasm StagingProspective StudiesReceptors, EstrogenReceptors, ProgesteroneTaxoidsAnthracyclinesBridged-Ring CompoundsCyclophosphamideERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesReceptors, EstrogenReceptors, ProgesteronetaxaneTaxoids

Identifiers

PMID42341255
PMCPMC13322150

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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.