Modest PGC-1α Overexpression in Muscle in Vivo Is Sufficient to Increase Insulin Sensitivity and Palmitate Oxidation in Subsarcolemmal, Not Intermyofibrillar, Mitochondria
Bibliographic record
Abstract
PGC-1alpha overexpression in skeletal muscle, in vivo, has yielded disappointing and unexpected effects, including disrupted cellular integrity and insulin resistance. These unanticipated results may stem from an excessive PGC-1alpha overexpression in transgenic animals. Therefore, we examined the effects of a modest PGC-1alpha overexpression in a single rat muscle, in vivo, on fuel-handling proteins and insulin sensitivity. We also examined whether modest PGC-1alpha overexpression selectively targeted subsarcolemmal (SS) mitochondrial proteins and fatty acid oxidation, because SS mitochondria are metabolically more plastic than intermyofibrillar (IMF) mitochondria. Among metabolically heterogeneous rat hindlimb muscles, PGC-1alpha was highly correlated with their oxidative fiber content and with substrate transport proteins (GLUT4, FABPpm, and FAT/CD36) and mitochondrial proteins (COXIV and mTFA) but not with insulin-signaling proteins (phosphatidylinositol 3-kinase, IRS-1, and Akt2), nor with 5'-AMP-activated protein kinase, alpha2 subunit, and HSL. Transfection of PGC-1alpha into the red (RTA) and white tibialis anterior (WTA) compartments of the tibialis anterior muscle increased PGC-1alpha protein by 23-25%. This also induced the up-regulation of transport proteins (FAT/CD36, 35-195%; GLUT4, 20-32%) and 5'-AMP-activated protein kinase, alpha2 subunit (37-48%), but not other proteins (FABPpm, IRS-1, phosphatidylinositol 3-kinase, Akt2, and HSL). SS and IMF mitochondrial proteins were also up-regulated, including COXIV (15-75%), FAT/CD36 (17-30%), and mTFA (15-85%). PGC-1alpha overexpression also increased palmitate oxidation in SS (RTA, +116%; WTA, +40%) but not in IMF mitochondria, and increased insulin-stimulated phosphorylation of AKT2 (28-43%) and rates of glucose transport (RTA, +20%; WTA, +38%). Thus, in skeletal muscle in vivo, a modest PGC-1alpha overexpression up-regulated selected plasmalemmal and mitochondrial fuel-handling proteins, increased SS (not IMF) mitochondrial fatty acid oxidation, and improved insulin sensitivity.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| 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".