Depletion of Branched-Chain Ketoacid Dehydrogenase Kinase (BDK) Upregulates Insulin-Stimulated Glucose Uptake in Muscle Cells
Bibliographic record
Abstract
Plasma levels of branched-chain amino acids (BCAAs) and their metabolites, branched-chain ketoacids (BCKAs) are increased in insulin resistance, a condition that can lead to type 2 diabetes mellitus (T2DM). BCAA catabolic enzymes are downregulated in diabetes and obesity. We previously showed that leucine and KIC suppressed insulin-stimulated glucose uptake in L6 myotubes. We have also shown that knocking down branched-chain ketoacid dehydrogenase (BCKD), an enzyme that decarboxylates BCKAs, suppressed insulin-stimulated glucose uptake. The objective of this study is to analyze how stimulating BCAA catabolic flux, by depleting branched-chain ketoacid dehydrogenase kinase (BDK), a negative regulator of BCKD, affects insulin sensitivity. We hypothesize that upregulating BCAA catabolism will increase insulin-stimulated glucose transport and attenuate insulin resistance. L6 myoblasts were cultured in differentiation media for 4 days. On day 4 of differentiation, cells were transfected with control (SCR) or branched-chain ketoacid dehydrogenase kinase (BDK) siRNA oligonucleotides. Forty-eight hours later, myotubes were starved of serum- and amino acids for 3 hours then supplemented with or without KIC (200 mM) for 30 minutes. After, cells were incubated with or without insulin (100 nM) for 20 minutes. They were then harvested for immunoblotting or used for glucose transport assay. There was a 32% increase in insulin-stimulated glucose uptake with BDK depletion. KIC suppressed insulin-stimulated glucose uptake by 25% in control (SCR) cells; this suppression was attenuated in cells depleted of BDK. BDK depletion also reduced KIC-induced IRS-1Ser612 phosphorylation by 64% but had no effect on AktSer473 phosphorylation. BDK depletion increased insulin-stimulated glucose transport, and attenuated KIC-induced suppression of insulin-stimulated glucose uptake, suggesting that increasing BCKD activity can be a therapeutic strategy against insulin resistance. Natural Science and Research Council (NSERC)
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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".