Evidence That Mutant PfCRT Facilitates the Transmission to Mosquitoes of Chloroquine-Treated Plasmodium Gametocytes
Bibliographic record
Abstract
Resistance of the human malarial parasite Plasmodium falciparum to the antimalarial drug chloroquine has rapidly spread from several independent origins and is now widely prevalent throughout the majority of malaria-endemic areas. Field studies have suggested that chloroquine-resistant strains might be more infective to mosquito vectors. To test the hypothesis that the primary chloroquine resistance determinant, mutations in PfCRT, facilitates parasite transmission under drug pressure, we have introduced a mutant or wild-type pfcrt allele into the rodent model malarial parasite Plasmodium berghei. Our results show that mutant PfCRT from the chloroquine-resistant 7G8 strain has no effect on asexual blood stage chloroquine susceptibility in vivo or ex vivo but confers a significant selective advantage in competitive mosquito infections in the presence of this drug, by protecting immature gametocytes from its lethal action. Enhanced infectivity to mosquitoes may have been a key factor driving the worldwide spread of mutant pfcrt.
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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 | 0.001 | 0.002 |
| 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".