Evidence map›Paper›PMID 40632974›Full record

Trial reportJCO precision oncology2025

Transcriptomic Predictors of Survival for Palbociclib + Endocrine Therapy Versus Capecitabine in Aromatase Inhibitor-Resistant Breast Cancer From the GEICAM/2013-02 PEARL Trial.

Yash N Agrawal, Aranzazu Fernández-Martínez, Miguel Gil-Gil, Christoph Zielinski, Manuel Ruiz-Borrego, Eva María Ciruelos, Montserrat Muñoz, Mireia Margelí, Begoña Bermejo, Antonio Antón and 19 more

Abstract readClinical Trial, Phase IIIRandomized Controlled TrialComparative Study
In one paragraph

Trial report in JCO precision oncology, 2025. 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

29 authors.

Yash N AgrawalLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC.ORCID 0000-0003-0799-0839
Aranzazu Fernández-MartínezLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC.ORCID 0000-0002-2311-4356
Miguel Gil-GilGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0003-1380-2718
Christoph ZielinskiCECOG, Central European Cooperative Oncology Group, Vienna, Austria.ORCID 0000-0002-1440-9013
Manuel Ruiz-BorregoGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0002-1181-5622
Eva María CiruelosGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0002-2796-1042
Montserrat MuñozGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Mireia MargelíGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Begoña BermejoGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Antonio AntónGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0002-1925-4102
Zsuzsanna KahanCECOG, Central European Cooperative Oncology Group, Vienna, Austria.
Tibor CsösziCECOG, Central European Cooperative Oncology Group, Vienna, Austria.
José Luis Alonso-RomeroGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0001-8746-2096
José Ángel García-SaenzGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Pedro Sánchez-RoviraGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Elena ÁlvarezGEICAM Spanish Breast Cancer Group, Madrid, Spain.
José Ignacio ChacónGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Santiago González-SantiagoGEICAM Spanish Breast Cancer Group, Madrid, Spain.
César A RodríguezGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Sonia ServitjaGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0001-6988-4519
Adam D PfefferleLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC.ORCID 0000-0002-4924-1767
Jesús HerranzGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0002-7385-1311
Yuan LiuFormer Pfizer employee, La Jolla, CA.
Lisa A CareyLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC.ORCID 0000-0003-2388-4649
Isabel Romero-CamareroGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0002-2859-7641
Rosalía CaballeroGEICAM Spanish Breast Cancer Group, Madrid, Spain.
Ángel Guerrero-ZotanoGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0003-0318-9120
Charles M PerouLineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC.ORCID 0000-0001-9827-2247
Miguel MartínGEICAM Spanish Breast Cancer Group, Madrid, Spain.ORCID 0000-0001-9237-3231

Funding

Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CHARLES M PEROU · 1992 to 2026
$59.3M
NCI NIH HHS P50 CA058223
6 · The paper itself

Abstract

purposeFor hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) metastatic breast cancer (MBC), first-line cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) + endocrine therapy (ET) is the standard of care. They are also used after progression on first-line aromatase inhibitors (AIs), but some patients may respond better to chemotherapy-based options. We examined tumor features associated with survival from GEICAM/2013-02 PEARL, a phase III trial of palbociclib + ET versus capecitabine in AI-resistant HR+/HER2- MBC.

methodsFor 158 and 155 patients from each arm, 878 previously published gene expression signatures were derived using RNA sequencing on pretreatment tumor specimens, both primary and metastatic. Multivariable Cox models for progression-free survival (PFS) and overall survival (OS) were constructed with 16 preselected signatures related to proliferation, loss of retinoblastoma, and immune infiltration, and via Elastic Net using all signatures.

resultsSignificant PFS difference by PAM50 intrinsic subtype was observed with palbociclib + ET. Comparing treatment arms, luminal A subtype trended toward longer PFS with palbociclib + ET, and luminal B and nonluminal subtypes had significantly longer PFS with capecitabine. Three B-cell (B-lymphocyte)-associated signatures correlated with shorter OS with palbociclib + ET. The immune-activated Immune1 TCGA breast cancer signature had significant treatment arm interaction for OS. Elastic Net iteratively selected B-cell-associated signatures independently associated with shorter OS with palbociclib + ET.

conclusionPAM50 intrinsic subtype predicted PFS differences between palbociclib + ET and capecitabine. Lower B-cell-associated gene expression predicted longer OS with palbociclib + ET versus capecitabine. These features may help identify HR+/HER2- tumors resistant to further ET-based treatment with CDK4/6i.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsAromatase InhibitorsBreast NeoplasmsCapecitabinePiperazinesPyridinesTranscriptomeAgedDrug Resistance, NeoplasmFemaleHumansMiddle AgedAromatase InhibitorsCapecitabinepalbociclibPiperazinesPyridines

Identifiers

PMID40632974
PMCPMC12261110

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.