Conotoxin κM-RIIIJ, a tool targeting asymmetric heteromeric K <sub>v</sub> 1 channels
Bibliographic record
Abstract
Significance Most ion channels are multimeric (typically comprising 3–5 subunits). The subunits are encoded by homologous members of a gene family, generating an enormous set of possible heteromeric combinations. In this study, we provide evidence that the preferred target of conopeptide κM-RIIIJ is a heteromeric K v 1 channel consisting of three K v 1.2 subunits and one K v 1.1 or K v 1.6 subunit. We define the molecular interaction of κM-RIIIJ with these asymmetric K v 1 channels and show that in dorsal root ganglia (DRG) neurons, different κM-RIIIJ concentrations can distinguish discrete subpopulations of neurons. Our results highlight the potential of natural products and venom components, such as conopeptides, to generally elucidate native physiological roles of specific heteromeric ion channel isoforms at the cellular, circuit, and systems level.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".