Glucose control with insulin results in reduction of NF‐κB‐binding activity in mononuclear blood cells of patients with recently manifested type 1 diabetes
Bibliographic record
Abstract
AIM: Chronic elevated blood glucose levels are associated with the formation of advanced glycation end products (AGEs). Hyperglycaemia and AGEs have been shown to induce activation of the redox-sensitive transcription factor nuclear factor-kappaB (NF-kappaB). To validate the hypothesis that the maintenance of normal glucose levels results in the reduction of NF-kappaB-binding activity in vivo, the redox-sensitive transcription factor NF-kappaB was used as marker of hyperglycaemia-induced mononuclear cell activation in patients who recently developed type 1 diabetes. METHODS: Twelve patients with recently manifested type 1 diabetes mellitus were examined in our study. After sampling blood for determination of baseline glucose values, the 12 patients were treated with insulin, and blood samples were taken 4 and 12 weeks later. Mononuclear cells were isolated and assayed in a tissue culture-independent electrophoretic mobility shift assay (EMSA)-based detection system for NF-kappaB-binding activity. Western blot analysis was used to determine nuclear and cytoplasmic localization of NF-kappaB-p65 and cytoplasmic content of inhibitor of kappa B-alpha (IkappaB-alpha). In addition, we determined the concentration of heme oxygenase-1 (HO-1) from cytoplasmic extract as a marker of oxidative stress. RESULTS: Normalization of blood glucose levels resulted in a highly significant reduction of NF-kappaB activation in EMSA. Before and after glucose normalization, there were no differences in binding by the members of the NF-kappaB family to the NF-kappaB consensus sequence oligonucleotide. Similar data were obtained by Western blot analysis showing NF-kappaB-p65 localization in the nucleus, while p65 levels increased in the cytoplasm. IkappaB-alpha increased in the cytoplasm after glucose normalization. HO-1 antigen consistently decreased, as expected from the decrease in NF-kappaB activation. CONCLUSION: Thus, we conclude that normalization of blood glucose levels results in the reduction of NF-kappaB activation and gene products controlled by this transcription factor.
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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".