Insulin regulation of gene expression and concentrations of white adipose tissue-derived proteins in vivo in healthy men: relation to adiponutrin
Bibliographic record
Abstract
Adiponutrin is a newly described white adipose tissue (WAT)-derived protein whose function and regulation remain widely unclear in humans though it is suggested to be related to insulin sensitivity. Recently, we found that adiponutrin expression is reduced in type 2 diabetic subjects in basal and insulin-stimulated states. To examine adiponutrin regulation by the insulin pathway in relation to other WAT-related proteins with well-known relation to insulin signaling and action, we examined in healthy young men (1) the association of adiponutrin with p85alpha PI3K and HKII, leptin, adiponectin, and acylation-stimulating protein (ASP) and (2) the regulation of adiponutrin and WAT-derived proteins by 3-h hyperinsulinemic euglycemic clamp (HIEG). At baseline (N = 20), adiponutrin expressions were positively correlated with those of p85alpha PI3K (R = 0.54, P = 0.017), HKII (R = 0.58, P = 0.010), and serum leptin (R = 0.51, P = 0.036), but not with any other parameter measured including insulin sensitivity. Hyperinsulinemia (N = 10, +2365% above baseline) significantly increased the expression of adiponutrin (+770%, P = 0.002), p85alpha PI3K (+150%, P = 0.033), HKII (+147%, P = 0.007), and serum leptin (+11%, P = 0.031), while it decreased serum adiponectin (-15%, P = 0.001). In the insulin-stimulated state, adiponutrin mRNA expression levels correlated with basal p85alpha PI3K (R = 0.76, P = 0.018) and HKII (R = 0.86, P = 0.003) expression levels, with percentage increase in insulin (R = 0.73, P = 0.040), and with insulin-stimulated state HKII (R = 0.82, P = 0.007), leptin (R = 0.84, P = 0.005), and adiponectin (R = 0.85, P = 0.004) mRNA levels. In healthy young men, adiponutrin expression is upregulated [corrected] by hyperinsulinemia and is related to basal and/or insulin-stimulated p85alpha PI3K, HKII, adiponectin, and leptin expression levels. We hypothesize that insulin-mediated regulation of adiponutrin expression is under the PI3K pathway. The relevance of the present findings to reduced adiponutrin expression in type 2 diabetes is discussed.
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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 | 0.001 | 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".