THE EFFECTS OF HYDROSTATIC PRESSURE‐INDUCED CHANGES ON THE CYTOSKELETON AND ON THE REGULATION OF GENE EXPRESSION IN PHEOCHROMOCYTOMA (PC‐12) CELLS
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this investigation was to determine the relationship of hydrostatic pressure-induced changes in the cytoarchitecture to regulation of gene expression in PC-12 cells. Hydrostatic pressure disrupts the cytoskeleton, decreases tubulin and actin mRNA levels and causes changes in the localization of tubulin and actin mRNA. Actin mRNA levels, at 6000 and 10,000 psi for 20 min, were reduced to 78% and 64%, respectively, in undifferentiated cells and to 81% and 72%, respectively, in 4-day differentiating cells, relative to untreated controls. Tubulin mRNA levels, at 6000 and 10,000 psi for 20 min, were reduced to 75% and 67%, respectively, in undifferentiated cells and to 84% and 74%, respectively, in 4-day differentiating cells. Changes in the localization of mRNA in the soluble and cytoskeletal fractions were determined by measuring the pressure level where the mRNA level in the cytoskeletal fraction equals the mRNA level in the soluble fraction. This measurement was designated the cytoskeletal/soluble fraction index (CSFI(50)). CSFI(50)measurements indicated that following hydrostatic pressure, actin mRNA cytoskeletal association was more stable than tubulin mRNA cytoskeletal association. The addition of chemicals which stabilize or destabilize microtubules and microfilaments to pressure treatment resulted in additional changes in the CSFI(50).
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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