Exercise Training Attenuates Pancreatic β-cell Decompensation and Hepatic Inflammation in the Male Zucker Diabetic Fatty Rat
Bibliographic record
Abstract
We hypothesized that with exercise training and the subsequent attenuation of hyperglycemia, β-cell adaptation to worsening insulin resistance would be maintained. Also, because classical stress-activated systems and oxidative stress are involved in hepatic insulin resistance we examined if exercise would be associated with improvements in hepatic markers of oxidative stress and inflammation. \n\nExercise maintained fasted hyperinsulinemia and preserved normoglycemia in male Zucker diabetic fatty (ZDF) rats. β-cell function calculations indicate prolonged β-cell adaptation in exercised animals. Such improved β-cell function was associated with increased β-cell mass. Hypertrophy and replication contributed to expansion of β-cell mass; exercised animals had increased β-cell size and bromodeoxyuridine (BrdU) incorporation rates versus controls. Furthermore, we observed augmented β-cell-specific immunohistochemical staining of GLUT2 and Akt/PKB in exercised versus sedentary controls. \n\nWe also observed large cytoplasmic ubiquitinated structures which form in response to oxidative stress in pancreatic tissue samples from hyperglycemic ZDF rats. In the exercised groups such aggregate numbers were reduced to numbers compared to those seen in younger non-diabetic basal ZDF animals and age-matched lean Zucker rats. \n\nWith respect to the liver we investigated whether exercise alters kinases such as c-Jun NH2-terminal kinase (JNK) and IKKβ (as evidenced by IκBα levels) and related insulin receptor substrate-1 (IRS-1) serine phosphorylation which are associated with hepatic insulin resistance in obesity. On average, exercised animals ran 5250m/day which improved insulin sensitivity based on the homeostasis model assessment for insulin resistance (HOMA-IR) calculations, and maintained fed and fasted glucoregulation and glucose tolerance. Ten weeks of running decreased whole-body markers of inflammation and oxidative stress in the blood and in the liver. Exercise lowered circulating interleukin-6 (IL-6), haptoglobin, malondialdehyde (MDA) levels, and protein oxidation in the liver. Exercise reduced phosphorylated JNK (pJNK) indicating decreased JNK activity; in accordance serine phosphorylated IRS-1 was reduced in exercised rats. \n\nIn conclusion, improvements in glucoregulation were associated with increased β-cell compensation at least in part due to a reduction in oxidative stress. Furthermore, we show exercise attenuates development of hyperglycemia in ZDF rats in association with decreases in plasma and hepatic markers of inflammation, oxidative stress, JNK activation, and serine phosphorylation of IRS-1.
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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) | 0.001 | 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 | 0.001 |
| 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".