A Novel Class of Orally Bioavailable Phenylglycine–Benzoxaborole Conjugates with Antimalarial Activity and Potentially Novel Mechanism of Action
Bibliographic record
Abstract
High Resolution Image Download MS PowerPoint Slide A new class of benzoxaboroles with a phenylglycine appendage was found to display in vitro blood stage activity against the human malaria parasite Plasmodium falciparum ( Pf ). Structure–activity relationship studies of the starting hit compound 3 resulted in compounds active against Pf NF54 drug-sensitive and Pf K1 drug-resistant strains with an in vitro antiplasmodium IC 50 < 0.4 μM, selectivity over mammalian cell-lines (selectivity index > 47) and high aqueous solubility (160 to >200 μM). Selected compounds showed good in vitro metabolic stability when incubated with human, rat, and mouse liver microsomes and showed no cross-resistance against barcoded mutant lines. Two frontrunner compounds, 6 and 7, were dosed orally at 50 mg·kg –1 using a standard quadrupole dosing regimen in a P. berghei mouse infection model and showed encouraging in vivo efficacy. This work identifies a promising new class of phenylglycine-based benzoxaboroles, which warrants further medicinal chemistry optimization.
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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 | 0.000 | 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".