Osteoclastogenesis: Roles of Filamin A and SBDS, and their Regulation of Rho GTPases during Pre-osteoclast Migration
Bibliographic record
Abstract
Osteoclasts are multinucleated, bone resorbing cells that carry out their function using specialized actin-based structures called actin rings and podosomes. Rho GTPases function as molecular switches that regulate the actin cytoskeleton in osteoclasts and many other cell types. Filamin A (FLNa) and SBDS are two proteins that have the potential to interact with both F-actin and Rho GTPases, and thus regulate osteoclast formation, differentiation, or function. We found that in FLNa-null pre-osteoclasts, activation of RhoA, Rac1, and Cdc42 was perturbed, leading to defective pre-osteoclast migration prior to fusion. Ablation of SBDS resulted in the blockage of osteoclast differentiation downstream of RANK and defective RANKL-mediated upregulation of Rac2 that is required for pre-osteoclast migration. Therefore, both FLNa and SBDS are required to coordinate Rho GTPase activation during osteoclastogenesis, in addition to a role for SBDS in osteoclast differentiation downstream of RANK.
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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) | 0.000 | 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 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".