Pyrrolizine- and Indolizine-Derived Spirooxindoles: Synthesis, Antibacterial Activity and Inverse Docking Analysis
Bibliographic record
Abstract
Spirooxindoles are a family of heterocyclic compounds which bear the oxindole nucleus in their structures, which have a considerable pharmaceutical potential and which have been linked to various drugs for the treatment of diverse diseases. In this work, a wide variety of spirooxindoles bearing a pyrrolizinic nucleus were obtained by a 1,3-dipolar cycloaddition reaction between substituted isatins, trans-3-benzoyl acrylic acid and L-proline. In this approach, the target products 9a–m were obtained in 40–86% yields under heating to reflux in methanol over 2 h. Similarly, spirooxindoles containing an indolizinic nucleus 11a–j were obtained in 45–69% yields by switching L-proline for pipecolic acid under heating to reflux in acetonitrile for 8 h. The antibacterial activity of the obtained products was evaluated against P. aeruginosa, K. pneumoniae, E. coli, S. aureus, and N. gonorrhoeae, also including an inverse docking analysis. Results show that 9f and 11i, were the most active compounds against S. aureus, while compounds 9d and 9m displayed the higher activity against N. gonorrhoeae. Inverse docking analysis showed that compounds 9b, 11a 11e, and 11i displayed high affinity to the target protein 6TYM and 7Q6S, which are involved in biological pathways of diverse cancer and Parkinson diseases.
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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) | 0.001 | 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".