Role of the cytoskeleton in Cd<sup>2+</sup>-induced death of mouse mesangial cellsThis article is one of a selection of papers published in a Special Issue on Oxidative Stress in Health and Disease.
Bibliographic record
Abstract
Cadmium induces apoptotic cell death in mouse mesangial cells that is in part dependent on reactive oxygen species (ROS). Cadmium also activates multiple kinases in these cells, including the Ca2+/calmodulin-dependent protein kinase II (CaMK-II) and p38 kinase, and also leads to disruption of the filamentous actin cytoskeleton. We investigated the role of the cytoskeleton in Cd2+-induced cell death. Cell viability was decreased by Cd2+ and two types of apoptotic death, defined by flow cytometry, were increased. Disruption of actin filaments with cytochalasin D was partially protective, whereas stabilization of the cytoskeleton with jasplakinolide was without effect, indicating that cytoskeletal disruption contributes to, but is not necessary for, induction of apoptosis. Inhibition of CaMK-II and p38 kinase, mitochondrial stabilization with cyclosporine A, and the antioxidant N-acetyl cysteine all protected against apoptosis and prevented disruption of the cytoskeleton. Cytochalasin D decreased Cd2+-dependent ROS production, reduced the decline in mitochondrial membrane potential, and decreased phosphorylation of p38 kinase. We conclude that Cd2+-dependent actin disruption is a downstream event facilitating apoptotic death. Cadmium-dependent cell death involves actin-dependent mitochondrial changes, ROS production, and p38 activation.
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How this classification was reachedexpand
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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".