Evidence map›Paper›PMID 27634906›Full record

ArticleOncotarget2016

A gene expression signature of retinoblastoma loss-of-function is a predictive biomarker of resistance to palbociclib in breast cancer cell lines and is prognostic in patients with ER positive early breast cancer.

Luca Malorni, Silvano Piazza, Yari Ciani, Cristina Guarducci, Martina Bonechi, Chiara Biagioni, Christopher D Hart, Roberto Verardo, Angelo Di Leo, Ilenia Migliaccio

Registry-linked trialOpen access · diamondAbstract read
In one paragraph

Article in Oncotarget, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03644186 (Phase II Open-label, Multicentre, Randomized Trial of Neoadjuvant Palbociclib in Combination With Hormonal Therapy and HER2 Blockade Versus Paclitaxel in Combination With HER2 Blockade for Postmenopausal Patients With Hormone Receptor Positive/HER2 Positive Early Breast Cancer), which is not on this map. Cited by 96 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
96citing papers in PubMed, 1 pooled it
11.3field-weighted citation impact, top 1% 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.

NCT03644186 phase2completednot on this mapstarted 2019, after this paper: background citation

Phase II Open-label, Multicentre, Randomized Trial of Neoadjuvant Palbociclib in Combination With Hormonal Therapy and HER2 Blockade Versus Paclitaxel in Combination With HER2 Blockade for Postmenopausal Patients With Hormone Receptor Positive/HER2 Positive Early Breast Cancer

TypeinterventionalSponsorETOP IBCSG Partners FoundationRan2019 to 2023Enrolled147ConditionsBreast Cancer, Estrogen Receptor Positive Tumor, HER2-positive Breast CancerArmsPaclitaxel, Trastuzumab, Pertuzumab, Palbociclib, Letrozole
3 · Its place in the literature

Who cites it

96 citing papers in PubMed, 1 synthesis or guideline pooled it, 162 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. A Phase II Study of Abemaciclib for Patients with Retinoblastoma-Positive, Metastatic Triple-Negative Breast Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Trial
  4. Trial
  5. Potent Cell-Cycle Inhibition and Upregulation of Immune Response with Abemaciclib and Anastrozole in neoMONARCH, Phase II Neoadjuvant Study in HRClinical cancer research : an official journal of the American Association for Cancer Research · 2020
    Trial
  6. Trial
  7. Article
  8. Article
  9. Article
  10. Review
  11. Synthetic lethality between RB-loss and E2F3 inhibition in small cell cancers targeted by pyrimidine synthesis blockade.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Proteogenomic discovery ofScience advances · 2025
    Article
  18. Review
  19. Review
  20. CDK4/6 Inhibitor Resistance in ER+ Breast Cancer.Advances in experimental medicine and biology · 2025
    Review

36 more citing papers are in PubMed but not listed here.

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

10 authors at 3 institutions in 1 country.

Luca Malorni"Sandro Pitigliani" Translational Research Unit, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Silvano PiazzaLaboratorio Nazionale CIB (LNCIB), Area Science Park, and Functional Genomics & Bioinformatics Units, Trieste, Italy.
Yari CianiLaboratorio Nazionale CIB (LNCIB), Area Science Park, and Functional Genomics & Bioinformatics Units, Trieste, Italy.
Cristina Guarducci"Sandro Pitigliani" Translational Research Unit, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Martina Bonechi"Sandro Pitigliani" Translational Research Unit, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Chiara Biagioni"Sandro Pitigliani" Translational Research Unit, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Christopher D Hart"Sandro Pitigliani" Medical Oncology Department, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Roberto VerardoLaboratorio Nazionale CIB (LNCIB), Area Science Park, and Functional Genomics & Bioinformatics Units, Trieste, Italy.
Angelo Di Leo"Sandro Pitigliani" Translational Research Unit, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Ilenia Migliaccio"Sandro Pitigliani" Translational Research Unit, Hospital of Prato-AUSL Toscana Centro, Istituto Toscano Tumori, Prato, Italy.
Hospital of Prato · ITAREA Science Park · ITUniversity of Trento · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Palbociclib is a CDK4/6 inhibitor that received FDA approval for treatment of hormone receptor positive (HR+) HER2 negative (HER2neg) advanced breast cancer. To better personalize patients treatment it is critical to identify subgroups that would mostly benefit from it. We hypothesize that complex alterations of the Retinoblastoma (Rb) pathway might be implicated in resistance to CDK4/6 inhibitors and aim to investigate whether signatures of Rb loss-of-function would identify breast cancer cell lines resistant to palbociclib. We established a gene expression signature of Rb loss-of-function (RBsig) by identifying genes correlated with E2F1 and E2F2 expression in breast cancers within The Cancer Genome Atlas. We assessed the RBsig prognostic role in the METABRIC and in a comprehensive breast cancer meta-dataset. Finally, we analyzed whether RBsig would discriminate palbociclib-sensitive and -resistant breast cancer cells in a large RNA sequencing-based dataset. The RBsig was associated with RB1 genetic status in all tumors (p <7e-32) and in luminal or basal subtypes (p < 7e-11 and p < 0.002, respectively). The RBsig was prognostic in the METABRIC dataset (discovery: HR = 1.93 [1.5-2.4] p = 1.4e-08; validation: HR = 2.01 [1.6-2.5] p = 1.3e-09). Untreated and endocrine treated patients with estrogen receptor positive breast cancer expressing high RBsig had significantly worse recurrence free survival compared to those with low RBsig (HR = 2.37 [1.8 - 3.2] p = 1.87e-08 and HR = 2.62 [1.9- 3.5] p = 8.6e-11, respectively). The RBsig was able to identify palbociclib resistant and sensitive breast cancer cells (ROC AUC = 0,7778). Signatures of RB loss might be helpful in personalizing treatment of patients with HR+/HER2neg breast cancer. Further validation in patients receiving palbociclib is warranted.

Indexed as

Antineoplastic AgentsBiomarkersBiomarkers, PharmacologicalBreast NeoplasmsCell Line, TumorCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6Datasets as TopicDrug Resistance, NeoplasmE2F1 Transcription FactorE2F2 Transcription FactorErb-b2 Receptor Tyrosine KinasesFemaleHumansMutationPiperazinesAntineoplastic AgentsBiomarkersBiomarkers, PharmacologicalCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6E2F1 protein, humanE2F1 Transcription FactorE2F2 protein, humanE2F2 Transcription FactorERBB2 protein, humanErb-b2 Receptor Tyrosine KinasespalbociclibPiperazinesPyridinesReceptors, EstrogenRetinoblastoma Proteinbreast cancerCDK4/6 inhibitorsretinoblastoma loss of functions

Identifiers

PMID27634906
PMCPMC5356535
OpenAlexW2520255934

What OpenQuestion holds

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Registered trials

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.