Optimization of 2,8-Diaryl-1,5-naphthyridines as <i>Plasmodium falciparum</i> Phosphatidylinositol 4-Kinase Inhibitors with Improved ADME Profiles and In Vivo Efficacy
Bibliographic record
Abstract
High Resolution Image Download MS PowerPoint Slide Previously reported antimalarial Plasmodium phosphatidylinositol 4-kinase IIIβ 2,8-diaryl-1,5-naphthyridine inhibitors have shown suboptimal physicochemical and pharmacokinetic properties. A focused target-based structure–activity relationship and structure–property optimization studies identified several compounds with good target and whole-cell activities and improved physicochemical properties. A new frontrunner compound 27 showed an improved pharmacokinetic profile and reduced parasitaemia (91% at 4 × 50 mg/kg QD doses) in the humanized NOD- scid IL-2Rγnull mouse model of Plasmodium falciparum malaria. Compound 27 poses no hERG channel inhibition at high concentrations or mammalian cytotoxicity but shows low selectivity against related human lipid kinases (PI3Kα and PI4Kβ); however, significantly higher selectivity margins were observed against the human MINK1 and MAP4K4 kinases.
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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 | 0.001 |
| 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 | 0.000 |
| 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".