Effect of Insulin on Caveolin-enriched Membrane Domains in Rat Liver
Bibliographic record
Abstract
Compartmentalization of signaling molecules may explain, at least in part, how insulin or growth factors achieve specificity. Caveolae/rafts are specialized lipid compartments that have been implicated in insulin signaling. In the present study, we investigated the role of caveolin-enriched membrane domains (CMD) in mediating insulin signaling in rat liver. We report the existence of at least two different populations of CMD in rat liver plasma membranes (PM). One population is soluble in Triton X-100 and seems to be constitutively associated with cytoskeletal elements. The other population of CMD is located in a membrane compartment insoluble in Triton X-100 with light buoyant density and is hence designated CMD/rafts. We found evidence of rapid actin reorganization in rat liver PM in response to insulin, along with the association of CMD/rafts and insulin signaling molecules with a cell fraction enriched in cytoskeletal elements. The presence of CMD in liver parenchyma cells was confirmed by the presence of caveolin-1 in primary rat hepatocyte cultures. Cholesterol depletion, effected by incubating hepatocytes with 2 mm methyl-beta-cyclodextrin, did not permeabilize the cells or interfere with clathrin-dependent internalization. However, at this concentration, methyl-beta-cyclodextrin perturbed CMD of hepatocyte PM and inhibited insulin-induced Akt activation and glycogen synthesis but did not affect insulin-induced insulin receptor kinase tyrosine phosphorylation. These events, together with the presence of a functional insulin receptor in CMD of rat liver PM, suggest that insulin signaling is influenced by the interaction of caveolae with cytoskeletal elements in liver.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".