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Record W4409690442 · doi:10.1158/1538-7445.am2025-365

Abstract 365: A dual mechanism of sensitivity to PLK4 inhibition by RP-1664 in neuroblastoma

2025· article· en· W4409690442 on OpenAlexaff
Isabel Soria‐Bretones, Matias Casás‐Selves, Ariya Shiwram, Nancy Laterreur, Liang Li, Cathy Carron, Julian Bowlan, Hye‐Yeon Kim, Alejandro Álvarez-Quilón, Frédéric Vallée, Artur Veloso, Jordan T.F. Young, Stephen Morris, C. Gary Marshall, Michal Zimmermann

Bibliographic record

VenueCancer Research · 2025
Typearticle
Languageen
FieldMedicine
TopicNeuroblastoma Research and Treatments
Canadian institutionsAegera Therapeutics (Canada)
Fundersnot available
KeywordsSensitivity (control systems)NeuroblastomaDual (grammatical number)Mechanism (biology)MedicineChemistryCancer researchBiologyPhilosophyGeneticsEngineeringEpistemology

Abstract

fetched live from OpenAlex

Abstract Introduction: High-risk neuroblastoma (HRNB) is a pediatric tumor with poor prognosis and limited treatment options. Recently, a novel therapeutic hypothesis for HRNB was proposed based on synthetic lethality between inhibition of polo-like kinase 4 (PLK4) and high expression of TRIM37 - a gene encoded on chromosome 17q, whose gain is among the most frequent genomic alterations in HRNB1, 2. This synthetic lethality depends on PLK4 inhibition-driven loss of centrioles, which in TRIM37-overexpressing tumor cells disrupts mitotic spindle assembly, and causes cell death through mitotic delay and p53 activation. Interestingly, partial PLK4 inactivation by low doses of pharmacological inhibitors is known to have an opposite effect on centrioles - increasing their number3. Here we report that both centriole amplification and centriole loss contribute to an exquisite sensitivity of HRNB models to RP-1664, a first-in-class selective and orally available inhibitor of PLK4. Methods: RP-1664 sensitivity and cellular consequences of PLK4 inhibition were evaluated in a panel of HRNB cell lines and normal immortalized cells with or without TRIM37 overexpression and functional TP53. To that end, cell growth assays, immunofluorescence, immunoblotting and live cell imaging were used. CRISPR/Cas9 genomic screening was employed to map genes modulating RP-1664 sensitivity. RP-1664 in vivo efficacy was assessed in HRNB mouse xenograft models. Results: RP-1664 induced expected phenotypes of PLK4 inhibition in human cells, including an increase in PLK4 protein level, p53/p21 activation, centriole amplification at lower concentrations, and centriole loss at higher concentrations. HRNB cell lines showed general hypersensitivity to RP-1664, including at concentrations leading to centriole amplification. While sensitivity at higher RP-1664 concentrations depended on TRIM37 and TP53, and was associated with a delay in mitosis, sensitivity at lower concentrations was TRIM37- and TP53-independent. CRISPR screens and live cell imaging after low-dose RP-1664 treatment revealed that HRNB cells, unlike normal immortalized cells, were unable to compensate for excess centrioles by their inactivation or clustering, and succumbed to multipolar mitoses. In vivo, RP-1664 showed robust efficacy at well tolerated doses in HRNB models and at plasma exposures consistent with centriole amplification. Conclusion: HRNB cell models are hypersensitive to centriole amplification induced by low levels of PLK4 inhibition as well as to centriole loss at higher PLK4 inhibitor levels, warranting the investigation of RP-1664 in clinical trials with neuroblastoma patients. 1. Yeow, Z. Y. et al., Nature 585, 447-452 (2020). 2. Meitinger, F. et al., Nature 585, 440-446 (2020). 3. Tkach, J. M. et al., Elife 11, e73944 (2022). Citation Format: Isabel Soria-Bretones, Matias Casás-Selves, Elliot Goodfellow, Ariya Shiwram, Nancy Laterreur, Li Li, Cathy Carron, Julian Bowlan, Hyeyeon Kim, Danielle Henry, Alejandro Álvarez-Quilon, Frédéric Vallée, Artur Veloso, Jordan T. Young, Stephen J. Morris, C. Gary Marshall, Michal Zimmermann. A dual mechanism of sensitivity to PLK4 inhibition by RP-1664 in neuroblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 365.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.043
GPT teacher head0.408
Teacher spread0.365 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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