The mechanism of Ivermectin-induced cytotoxicity in C. elegans /
Bibliographic record
Abstract
The anti-nematodal drug ivermectin hyperactivates invertebrate-specific glutamate-gated chloride channels (GluCls) causing pharyngeal paralysis and a cessation of feeding and growth. I find that for C. elegans even brief exposure to ivermectin can lead to irreversible pharyngeal paralysis. Ivermectin induces heterogeneous vacuolation in the pharynx that appears slowly and accumulates over several days. This vacuolation is almost completely rescued by a mutation in avr-15, which codes for the alpha-subunit of pharyngeal GluCls. The vacuoles stain strongly with Lysotracker Red and are therefore likely to be acidic compartments of the endosomal-lysosomal system. Examination of mutants defective for endocytosis (rme-1, rme-8, and cup-5) uncovers the presence of acidic vacuoles identical in appearance to ivermectin-induced vacuoles. Further, RME-1, a marker for recycling endosomes, is shown to redistribute soon after ivermectin exposure. Examination of the effects of ivermectin on extrapharyngeal neurons expressing ectopic avr-15 reveals an apoptotic phenotype that is shown to be ced-independent.
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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 | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".