Abstract 2500: The Forkhead-like protein Dach1 governs sensitivity to WEE1 kinase and PARP inhibitors
Bibliographic record
Abstract
Abstract Molecular analysis of all cancer types in the cancer genome atlas (TCGA) demonstrated that multiple pathways may be disrupted within a given tumor including PCa. Prostate cancer (PCa), the second leading cause of death in American men, includes distinct genetic subtypes with distinct therapeutic vulnerabilities. Substratification of PCa into genetic subtypes, forms the basis of rational therapy for PCa. Known genetic drivers to PCa include deletions of target genes (PTEN and NKX3.1 deletions), rearrangements/fusions of multiple genes (including TMPRSS2 and the oncogenic ETS transcription factor, ERG) and genetic predisposing factors (including germline DNA-repair gene mutations). An increasingly common finding in PCa are defects in DNA repair. The Drosophila Dac gene was initially cloned as dominant inhibitor of Elipse. The human homologue, DACH1, encodes a winged helix/Forkhead DNA-binding protein that binds in chromatin to FOXM1 sites. Herein, reduced expression of DACH1 is shown in PCa, correlating with DACH1 promoter methylation. Homozygous deletion of DACH1 occurred in up to 18% of human PCa, associated with increased AR activity, increased somatic copy-number alteration and poor prognosis. DACH1 increased DNA repair, as shown in comet assays, enhancing nonhomologous end joining (NHEJ) while reducing homology directed repair (HDR) in DNA repair reporter assays. Laser wounding showed DACH1 was recruited to sites of DNA damage, augmenting the recruitment of Ku70/Ku80. In Dach1 deletion cells reduced expression of Dach1 was associated with resistance to inhibitors of Poly-(ADP)-ribose polymerase (PARP) and enhanced sensitivity to inhibitors of WEE1 kinase and DNA-PK. The abundance of DACH1 in prostate cancer may define a subclass of prostate cancer warranting selective therapies. Citation Format: Zhiping Li, Xuanmao Jiao, A. Gordon Robertson, Anthony W. Ashton, Andrew Kossenkov, Hao Chen, Lai Yee Phoon, Li Lan, Richard G. Pestell. The Forkhead-like protein Dach1 governs sensitivity to WEE1 kinase and PARP inhibitors [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 2500.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".