MétaCan
Menu
← Back to cohort
Record W3113008414

PBRM1 deficiency in cancer is synthetic lethal with DNA repair inhibitors

2020· preprint· en· W3113008414 on OpenAlexaff
Roman M. Chabanon, Daphné Morel, Thomas Eychenne, Léo Colmet‐Daage, Ilirjana Bajrami, Nicolas Dorvault, Marlène Garrido, Cornelia Meisenberg, Andrew Lamb, Carine Ngo, Suzanna R. Hopkins, Theodoros I. Roumeliotis, Samuel Jouny, Clémence Henon, Asuka Kawai-Kawachi, Clémence Astier, Asha Konde, Elaine Del Nery, Christophe Massard, Stephen J. Pettitt, Raphaël Margueron, Jyoti S. Choudhary, Geneviève Almouzni, Jean‐Charles Soria, Éric Deutsch, Jessica A. Downs, Christopher J. Lord, Sophie Postel‐Vinay

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2020
Typepreprint
Languageen
FieldMedicine
TopicPARP inhibition in cancer therapy
Canadian institutionsInstitute of Cancer Research
Fundersnot available
KeywordsDNA repairCancerCancer researchDNAGeneticsMedicineBiologyComputational biology
DOInot available

Abstract

fetched live from OpenAlex

Polybromo 1 (PBRM1), a subunit of the PBAF chromatin-remodeling complex, is recurrently inactivated in cancer. To uncover novel synthetic lethal (SL) approaches for targeting PBRM1-defective cancers, we used a series of orthogonal functional genomic screens which identified SL between PBRM1 deficiency and inhibition of PARP1. This effect was elicited with clinical PARP inhibitors in vitro and in vivo and also operated when PARP inhibitors were combined with ATR inhibitors. These SL effects were characterized by pre-existing replication stress in PBRM1-defective cells and an increase in R-loops, micronuclei and tumor cell-autonomous cGAS/STING signaling in response to PARP inhibitors. Quantitative mass spectrometry indicated that PBRM1-defective cells exhibited downregulation of multiple R-loop processing factors, and exogenous expression of the R-loop resolution enzyme RNase H1 partially reversed PARP inhibitor sensitivity, providing a mechanistic rationale for the SL effects. Our data provide the preclinical basis for using PARP inhibitors in PBRM1-defective cancers.

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 score0.003
Threshold uncertainty score0.009

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)0.0030.001

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 head0.025
GPT teacher head0.275
Teacher spread0.251 · 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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueHAL (Le Centre pour la Communication Scientifique Directe)→Same topicPARP inhibition in cancer therapy→French-language works237,207→