Fructosazine, a Polyhydroxyalkylpyrazine with Antimicrobial Activity: Mechanism of Inhibition against Extremely Heat Resistant <i>Escherichia coli</i>
Bibliographic record
Abstract
Fructosazine is a polyhydroxyalkylpyrazine recently reported to have antimicrobial activity against heat-resistant Escherichia coli AW 1.7. This study investigated fructosazine’s antimicrobial mechanism of action and compared it to that of riboflavin. Fructosazine–acetic acid was effective in permeabilizing the outer membrane based on an evaluation of bacterial membrane integrity using 1- N- phenyl-1-naphthylamine and propidium iodide. The uptake of fructosazine by E. coli was pH-dependent with a greater uptake at pH 5 compared to pH 7 for all times throughout 16 h, except 2, 3, and 10 h. Fructosazine generates 1 O 2, which is partially why it damages E. coli . DNA fragmentation was confirmed by fluorescence microscopy, and the fructosazine–acetic acid was the second most intense treatment after riboflavin–acetic acid. Electron microscopy revealed membrane structural damage by fructosazine at pH 5 and 7. This study provides evidence that fructosazine exerts antimicrobial action by permeabilizing the cell membrane, damaging membrane integrity, and fragmenting DNA.
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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".