Porphyrin complexation: an approach in porphyria therapy
Bibliographic record
Abstract
Porphyria is a rare metabolic disease which occurs as a result of accumulation of endogenous porphyrins due to specific enzyme deficiency in the biosynthetic pathway of heme. Chloroquine is currently used in the treatment of cutaneous porphyria, although its mechanism of action is not yet well understood. It is believed that chloroquine works in porphyria by forming complexes with excess porphyrin molecules and thus enhancing their elimination from the body. Previous reports of porphyrin-chloroquine complexes have been done mostly in aqueous models. In this study, UV/Visible optical absorbance difference spectroscopy was used to study the complexation of protoporphyrin IX with chloroquine and a range of acceptor molecules in hydrophobic models. The results show that chloroquine, mefloquine, amodiaquine, quinacrine, and pyronaridine formed relatively stronger complexes compared to other molecules such as quinine, duroquinone and caffeine. Therefore, relative to chloroquine, some of the molecules with comparable or greater binding affinity to protoporphyrin IX might also be useful in the treatment of porphyria.
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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".