Origins of the difference in Ca2+ requirement for activation of μ- and m-calpain
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Bibliographic record
Abstract
The mu- and m-calpains are closely related Ca(2+)-dependent cysteine proteases having different in vitro Ca(2+) requirements ( K (d)), of approx. 25 and 325 microM respectively. The two isoforms are heterodimers of slightly different large (80 kDa) subunits and an identical small (28 kDa) subunit, so that the difference in K (d) values must reside in the large subunits. As assayed here, these K (d) values relate to the Ca(2+) required for the first phase of calpain activation and do not reflect the lower Ca(2+) then required by fully activated calpain. On the basis of sequence comparison and the X-ray structure of m-calpain, many m-type residues in the C-terminal EF-hand-containing domain IV were converted into the corresponding mu-type residues, but these mutations did not produce the expected decrease in K (d). In a series of hybrid (mu/m) large-subunit calpains, the K (d) values decreased progressively towards that of mu-calpain as the proportion of mu-type sequence increased from 0 to 90%. K (d) values cannot therefore be ascribed to one or a few specific intramolecular interactions, but reflect the global response of the whole molecule to Ca(2+) binding. Nonetheless, 25% of the difference in K (d) values between mu- and m-calpain can be ascribed to the N-terminal peptide of the large subunit, whereas the C-terminal EF-hand-containing domain IV accounts for 65% of the difference.
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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