Evidence map›Paper›PMID 37337299›Full record

ArticleBreast cancer research : BCR2023

BluePrint molecular subtypes predict response to neoadjuvant pertuzumab in HER2-positive breast cancer.

M C Liefaard, A van der Voort, M S van Ramshorst, J Sanders, S Vonk, H M Horlings, S Siesling, L de Munck, A E van Leeuwen, M Kleijn and 6 more

Open access · goldAbstract read
In one paragraph

Article in Breast cancer research : BCR, 2023. 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
1.2field-weighted citation impact, top 18% of its field
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, 5 citations in OpenAlex.

  1. Understanding and targeting the tumour matrisome.Nature reviews. Clinical oncology · 2026
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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

16 authors at 4 institutions in 1 country.

M C LiefaardDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
A van der VoortDepartment of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
M S van RamshorstDepartment of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
J SandersDepartment of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
S VonkDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
H M HorlingsDepartment of Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
S SieslingDepartment of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), Utrecht, The Netherlands.
L de MunckDepartment of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), Utrecht, The Netherlands.
A E van LeeuwenDutch Breast Cancer Research Group, BOOG Study Center, Amsterdam, The Netherlands.
M KleijnDepartment of Research and Development, Agendia NV, Amsterdam, The Netherlands.
L MittempergherDepartment of Research and Development, Agendia NV, Amsterdam, The Netherlands.
M M KuilmanDepartment of Research and Development, Agendia NV, Amsterdam, The Netherlands.
A M GlasDepartment of Research and Development, Agendia NV, Amsterdam, The Netherlands.
J WesselingDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
E H LipsDivision of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
G S SonkeDepartment of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands. g.sonke@nki.nl.
The Netherlands Cancer Institute · NLAgendia (Netherlands) · NLOncode Institute · NLNetherlands Comprehensive Cancer Organisation · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe introduction of pertuzumab has greatly improved pathological complete response (pCR) rates in HER2-positive breast cancer, yet effects on long-term survival have been limited and it is uncertain which patients derive most benefit. In this study, we determine the prognostic value of BluePrint subtyping in HER2-positive breast cancer. Additionally, we evaluate its use as a biomarker for predicting response to trastuzumab-containing neoadjuvant chemotherapy with or without pertuzumab.

methodsFrom a cohort of patients with stage II-III HER2-positive breast cancer who were treated with neoadjuvant chemotherapy and trastuzumab with or without pertuzumab, 836 patients were selected for microarray gene expression analysis, followed by readout of BluePrint standard (HER2, Basal and Luminal) and dual subtypes (HER2-single, Basal-single, Luminal-single, HER2-Basal, Luminal-HER2, Luminal-HER2-Basal). The associations between subtypes and pathological complete response (pCR), overall survival (OS) and breast cancer-specific survival (BCSS) were assessed, and pertuzumab benefit was evaluated within the BluePrint subgroups.

resultsBluePrint results were available for 719 patients. In patients with HER2-type tumors, the pCR rate was 71.9% in patients who received pertuzumab versus 43.5% in patients who did not (adjusted Odds Ratio 3.43, 95% CI 2.36-4.96). Additionally, a significantly decreased hazard was observed for both OS (adjusted hazard ratio [aHR] 0.45, 95% CI 0.25-0.80) and BCSS (aHR 0.46, 95% CI 0.24-0.86) with pertuzumab treatment. Findings were similar in the HER2-single subgroup. No significant benefit of pertuzumab was seen in other subtypes.

conclusionsIn patients with HER2-type or HER2-single-type tumors, pertuzumab significantly improved the pCR rate and decreased the risk of breast cancer mortality, which was not observed in other subtypes. BluePrint subtyping may be valuable in future studies to identify patients that are likely to be highly sensitive to HER2-targeting agents.

Indexed as

Breast NeoplasmsAntibodies, Monoclonal, HumanizedAntineoplastic Combined Chemotherapy ProtocolsErb-b2 Receptor Tyrosine KinasesFemaleHumansNeoadjuvant TherapyTrastuzumabAntibodies, Monoclonal, HumanizedErb-b2 Receptor Tyrosine KinasespertuzumabTrastuzumabBreast cancerERBB2Molecular subtypingMonoclonal antibodiesPredictive biomarkersResponse prediction

Identifiers

PMID37337299
PMCPMC10280902
OpenAlexW4381250908

What OpenQuestion holds

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LicenceCC BY
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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.