Discovery of CHD1 Antagonists for PTEN-Deficient Prostate Cancer
Bibliographic record
Abstract
CHD1 is a chromodomain-helicase DNA-binding protein that preferentially recognizes di- and trimethylated lysine 4 on histone H3 (H3K4me2/3). Genetic studies have established CHD1 as a synthetic lethal target in phosphatase and tensin homologue (PTEN)-deficient cancers. Despite this attractive therapeutic link, no inhibitors or antagonists of CHD1 have been reported to date. Herein, we report the discovery of UNC10142, a first-in-class small molecule antagonist of the tandem chromodomains of CHD1 that binds with an IC<sub>50</sub> of 1.7 ± 0.2 μM. A cocrystal structure revealed a unique binding mode and competition pull-down experiments in cell lysates confirmed endogenous target engagement. Treatment of PTEN-deficient prostate cancer cells with UNC10142 led to a dose-dependent reduction in viability while PTEN-intact prostate cancer cells were unaffected, phenocopying genetic loss of CHD1. Overall, this study demonstrates the ligandability of the CHD1 chromodomains and suggests more potent and selective antagonists could translate to compounds of therapeutic value in PTEN-deficient cancers.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".