Structure of Malaria Pigment and Related Propanoate‐Linked Metalloporphyrin Dimers
Bibliographic record
Abstract
Malaria pigment, the heme detoxification product of malaria's invasion, digestion, and growth inside mammalian red blood cells, is an insoluble phase of iron(III)protoporphyrin-IX. Even though its structure was determined in 2000 by powder X-ray diffraction, significant questions remain about its formation and possible interaction with quinoline antimalarial drugs. A recent structural study, also with X-ray powder diffraction, has reconfirmed that the material isolated from the parasite is isostructural with its synthetic equivalent. It was recently suggested that other isomers may also be formed and may be present in synthetic samples. In particular, a series of stereoisomers are possible for the arrangement of vinyl groups on the periphery of the dimerized porphyrin rings. In principle, any given dimer can have vinyl groups at the α or β sites, and at γ or δ sites. In this paper, several models are evaluated, both biphasic and homogeneous methyl/vinyl disorder, against several sets of diffraction data, both published and new. We conclude that methyl/vinyl disorder is intrinsic to the system, and that the evidence at hand does not support the existence of any other crystalline isomers in carefully prepared samples of either natural or synthetic samples. Finally, the porphyrin-porphyrin interactions are evaluated using Scheidt's indicies for porphyrin π-stacking, and we find modest to weak π-interactions in these condensed phases.
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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".