Submembraneous microtubule cytoskeleton: interaction of TRPP2 with the cell cytoskeleton
Bibliographic record
Abstract
TRPP2, also called polycystin-2, the gene product of PKD2, is a membrane protein defective in 10-15% of cases of autosomal dominant polycystic kidney disease. Mutations in PKD2 are also associated with extrarenal disorders, such as hepatic cystogenesis and cardiovascular abnormalities. TRPP2 is a Ca-permeable nonselective cation channel present in the endoplasmic reticulum and plasma membrane, as well as in cilia of renal epithelial and embryonic nodal cells, in which it likely forms part of a flow sensor. Recent studies have identified a number of TRPP2-interacting proteins, of which many are cytoskeletal components. Work from our and other laboratories indicates that cytoskeletal partner proteins seem to play important, albeit highly complex, roles in the regulation of TRPP2 expression, localization and channel function. This minireview covers current knowledge about cytoskeletal interactions with TRPP2, and suggests that mutations in proteins of the TRPP2-cytoskeleton complex may be implicated in the pathogenesis of autosomal dominant polycystic kidney disease.
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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".