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Record W4402511951 · doi:10.1101/2024.09.09.612065

DNA Damage Response Deficiency Enhances Neuroblastoma Progression and Sensitivity to Combination PARP and ATR Inhibition

2024· preprint· en· W4402511951 on OpenAlexaff
Madeline N. Hayes, Sarah Cohen‐Gogo, Lynn Kee, A. H. Weiss, Mehdi Layeghifard, Yagnesh Ladumor, Ivette Valencia-Sama, Anisha Rajaselvam, David R. Kaplan, Anita Villani, Adam Shlien, Daniel Morgenstern, Meredith S. Irwin

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldMedicine
TopicPARP inhibition in cancer therapy
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsDNA damageNeuroblastomaPoly ADP ribose polymeraseSensitivity (control systems)Cancer researchDNABiologyGeneticsPolymeraseCell cultureEngineering

Abstract

fetched live from OpenAlex

Abstract Next generation sequencing of neuroblastoma (NB) tumors have revealed frequent somatic and germline genetic alterations in genes encoding proteins involved in DNA damage response (DDR) pathways. Despite being well-studied in many adult cancers, roles for DDR disruption in pediatric solid tumors remains poorly understood. To address this, patient-relevant loss-of-function mutations in DDR pathway components including Brca2, Atm, and Palb2 were incorporated into an established zebrafish MYCN transgenic model (Tg( dbh :EGFP-MYCN)). These mutations were found to enhance NB formation and metastasis in vivo , and result in upregulation of proliferation, cell cycle checkpoint and DNA damage repair transcriptional signatures, revealing potential molecular vulnerabilities in DDR-deficient NB. Zebrafish DDR-deficient NB and human NB cells with DDR protein knock-down were sensitive to the poly(ADP-ribose)-polymerase (PARP) inhibitor olaparib, and this effect was further enhanced by inhibition of the ataxia telangiectasia and rad3 related (ATR) kinase. Altogether, our data supports a functional role for DDR-deficiency in NB in vivo and therapeutic potential for combination PARP + ATR inhibition in NB patients with alterations in DDR genes. Significance This work provides the first in vivo evidence supporting a functional role for DDR-deficiency in NB by demonstrating that alterations in certain DDR pathway genes promote NB formation and metastasis. NGS and pre-clinical drug testing also provides rationale for PARP + ATR inhibitor therapy combinations for patients with NB and pathogenic DDR pathway alterations.

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 score0.006

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)0.0020.000

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 head0.013
GPT teacher head0.271
Teacher spread0.258 · 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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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