Molecular Structure of Transient Receptor Potential Vanilloid Type 1 Ion Channel (TRPV1)
Bibliographic record
Abstract
Elaboration of the structure of TRPV1 and its functional relationship with channel activity is a work in progress, with much remaining to be done before the structure-function relationship of TRPV1 is comprehensively elicited. The result is that the present state of knowledge can reasonably be described as a patch-work of insightful data where major deficits in knowledge remain and where meaningful general conclusions cannot be reliably drawn. This is unfortunate, given that this ion channel has been convincingly implicated in a wide range of physiological functions and pathological conditions. Moreover, the development of therapeutic strategies which target TRPV1 depends on the knowledge of this receptors structure and its relationship with channel function. Here, we offer a description of the present state of knowledge in relation to this complex subject. Keywords: TRPV1, structure, receptor, channel, pain, capsaicin, vanilloid sub-family, transducisomes, PKC, FAF1, synaptotagmin, TRPV1 signalling complex, NGF receptor, ankyrin repeat domains, ARDs, oligomerization, calmodulin, desensitisation, PIP2, TRP domain, TRP box, juxtamembrane, mutagenesis studies, tyrosine, RTX, noxious stimuli, TRPM8, phosphorylation, synergistic, stimulus integrator
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.003 |
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".