The Molecular Architecture of Calcium Microdomains in Rat Cardiomyocytes
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Bibliographic record
Abstract
We have used standard indirect immunofluorescence techniques in combination with wide-field microscopy and image deconvolution to assess the distribution of proteins implicated in excitation-contraction coupling and Ca(2+) homeostasis in adult rat cardiomyocytes. We begin by discussing our earlier results and summarizing what is known about the molecular architecture of this species to provide a rationale for the work presented here. The previous results showed that the dyads contain Ca(2+) channels and ryanodine receptors, but few Na(+) channels or Na(+)/Ca(2+) exchangers. The latter proteins were not colocalized elsewhere on the membrane, and we have now found that they appear to be minimally associated with caveolin-3. None of the molecules examined are distributed uniformly in the membranes in which they are located but are organized into discrete clusters attached to the underlying cytoskeleton, an arrangement that, at the level of light microscopy, does not appear to be affected by the enzymatic dissociation used to study single cells. Analysis of how the clusters are organized and distributed throughout the volume of the cell suggests that there may be differences in excitation-contraction coupling between the cell surface and the interior.
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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 | 0.001 |
| 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 it