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Record W4403130090 · doi:10.1016/j.xcrm.2024.101758

CDK12 loss drives prostate cancer progression, transcription-replication conflicts, and synthetic lethality with paralog CDK13

2024· article· en· W4403130090 on OpenAlexaff
Jean C. Tien, Jie Luo, Yu Chang, Yuping Zhang, Yunhui Cheng, Xiaoju Wang, Jianzhang Yang, Rahul Mannan, Somnath Mahapatra, Palak Shah, Xiaoming Wang, Abigail J. Todd, Sanjana Eyunni, Caleb Cheng, Ryan J. Rebernick, Lanbo Xiao, Yi Bao, James Neiswender, Rachel Brough, Stephen J. Pettitt, Xuhong Cao, Stephanie J. Miner, Licheng Zhou, Yi‐Mi Wu, Estefanía Labanca, Yuzhuo Wang, Abhijit Parolia, Marcin Cieślik, Dan R. Robinson, Zhen Wang, Felix Y. Feng, Jonathan Chou, Christopher J. Lord, Ke Ding, Arul M. Chinnaiyan

Bibliographic record

VenueCell Reports Medicine · 2024
Typearticle
Languageen
FieldMedicine
TopicCancer-related Molecular Pathways
Canadian institutionsVancouver General HospitalUniversity of British Columbia
FundersNational Institute of General Medical SciencesNational Natural Science Foundation of ChinaUniversity of Texas MD Anderson Cancer CenterNational Cancer InstituteProstate Cancer FoundationCancer Research UKU.S. Department of Defense
KeywordsLethalitySynthetic lethalityProstate cancerReplication (statistics)BiologyTranscription (linguistics)Cancer researchGeneticsCancerVirologyDNA repairGene

Abstract

fetched live from OpenAlex

Biallelic loss of cyclin-dependent kinase 12 ( CDK12 ) defines a metastatic castration-resistant prostate cancer (mCRPC) subtype. It remains unclear, however, whether CDK12 loss drives prostate cancer (PCa) development or uncovers pharmacologic vulnerabilities. Here, we show Cdk12 ablation in murine prostate epithelium is sufficient to induce preneoplastic lesions with lymphocytic infiltration. In allograft-based CRISPR screening, Cdk12 loss associates positively with Trp53 inactivation but negatively with Pten inactivation. Moreover, concurrent Cdk12 / Trp53 ablation promotes proliferation of prostate-derived organoids, while Cdk12 knockout in Pten -null mice abrogates prostate tumor growth. In syngeneic systems, Cdk12 / Trp53 -null allografts exhibit luminal morphology and immune checkpoint blockade sensitivity. Mechanistically, Cdk12 inactivation mediates genomic instability by inducing transcription-replication conflicts. Strikingly, CDK12 -mutant organoids and patient-derived xenografts are sensitive to inhibition or degradation of the paralog kinase, CDK13. We therein establish CDK12 as a bona fide tumor suppressor, mechanistically define how CDK12 inactivation causes genomic instability, and advance a therapeutic strategy for CDK12- mutant mCRPC. • Cdk12 ablation induces preneoplastic prostate lesions with T cell infiltration • Cdk12 loss mediates genomic instability through transcription-replication conflicts • Cdk12 / Trp53 knockout in murine allografts sensitizes to immune checkpoint blockade • CDK12 loss sensitizes paralog-based synthetic lethality via targeting CDK13 Tien et al. employ mouse models to define Cdk12 as a bona fide prostate cancer tumor suppressor gene. Cdk12 loss promotes transcription-replication conflicts, inducing DNA damage. Murine and human prostate tumors with inactive CDK12 exhibit paralog-based synthetic lethality upon pharmacologic targeting of CDK13—a strategy with potential clinical application.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.645
Threshold uncertainty score0.829

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.014
GPT teacher head0.297
Teacher spread0.282 · 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 teacher head, 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

Citations28
Published2024
Admission routes1
Has abstractyes

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