Discovery of an internal alkyne warhead scaffold for irreversible hTG2 inhibition
Bibliographic record
Abstract
a pendant electrophilic warhead. Most small molecule hTG2 inhibitors to date feature terminal, sterically minimal warheads, based on the assumption that bulkier electrophiles impair binding and reactivity. Here, we report structure-activity relationships (SAR) of a novel internal alkynyl warhead scaffold for irreversible inhibition of hTG2. This series includes one of the most potent non-peptidic hTG2 inhibitors reported to date. We demonstrate that this scaffold not only inhibits transamidase activity but also abolishes GTP binding, while exhibiting excellent isozyme selectivity. In addition, we investigate the tunability and stability of this warhead, providing insights into its broader applicability. Through detailed kinetic analysis, this study establishes a new scaffold for irreversible hTG2 inhibition and expands the design principles for covalent warheads beyond traditional terminal systems.
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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) | 0.000 | 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) | 0.000 | 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".