Common allosteric mechanisms between ryanodine and inositol-1,4,5-trisphosphate receptors
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Ryanodine receptors (RyRs) are calcium release channels found in the membrane of the endoplasmic reticulum (ER). We recently described the crystal structure of the RyR1 N-terminal disease hot spot. It is built up by three domains that show clear structural homology with the inositol-1,4,5-triphosphate (IP3) binding core and suppressor domain of IP3 receptors (IP3Rs) . Here we analyze the structural features of the domains in both calcium release channels, and propose a model for the closed state of the IP3R N-terminal region. This model explains the effect of the suppressor domain on the affinity for IP3 and is supported by mutational studies performed previously. We propose a mechanism whereby opening of both RyR and IP3R is allosterically coupled to a displacement of the N-terminal domain from the following two domains. This displacement can be affected by disease mutations, glutathionylation of a highly reactive cysteine residue, or ligand binding.
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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 | 0.000 | 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) | 0.000 | 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 it