Structure Activity of β-Amidomethyl Vinyl Sulfones as Covalent Inhibitors of <i>Chikungunya</i> nsP2 Cysteine Protease with Antialphavirus Activity
Bibliographic record
Abstract
High Resolution Image Download MS PowerPoint Slide Despite their widespread impact on human health, there are no approved drugs for combating alphavirus infections. The heterocyclic β-aminomethyl vinyl sulfone RA-0002034 ( 1a ) is a potent irreversible covalent inhibitor of the alphavirus nsP2 cysteine protease with broad-spectrum antiviral activity. Analogs of 1a that varied each of the three regions of the molecule were synthesized to establish structure–activity relationships for the inhibition of Chikungunya (CHIKV) nsP2 protease and viral replication. The vinyl sulfone covalent warhead was highly sensitive to modifications. However, alterations to the core five-membered heterocycle and aryl substituent were well tolerated. The 5-(2,5-dimethoxyphenyl)pyrazole ( 1o ) and 4-cyanopyrazole ( 8d ) analogs exhibited k inact / K i ratios >9000 M –1 s –1 . 3-Arylisoxazole ( 10 ) was identified as an isosteric replacement for the five-membered heterocycle, which circumvented the intramolecular cyclization of pyrazole-based inhibitors like 1a . A ligand-based model of the enzyme active site was developed to aid the design of nsP2 protease inhibitors as potential therapeutics against alphaviruses.
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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) | 0.002 | 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 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".