Effect of ageing and diabetes on glucose‐dependent insulinotropic polypeptide and dipeptidyl peptidase IV responses to oral glucose
Why this work is in the frame
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Bibliographic record
Abstract
AIMS: Glucose-dependent insulinotropic polypeptide (GIP) acts on the pancreas to potentiate glucose-induced insulin secretion (enteroinsular axis). GIP is rapidly inactivated in vivo by the enzyme dipeptidyl dipeptidase IV (DPP-IV). The current studies were designed to examine the effect of ageing, obesity and diabetes on GIP and DPP-IV responses to oral glucose. METHODS: Healthy controls (nine middle-aged, age 42 +/- 2 years, body mass index (BMI) 33 +/- 1 kg/m2; nine elderly, age 71 +/- 1 years, BMI 30 +/- 1 kg/m2) and patients with Type 2 diabetes (12 middle-aged, age 44 +/- 2 years, BMI 34 +/- 2 kg/m2; 19 elderly, age 74 +/- 1 years, BMI 31 +/- 1 kg/m2) underwent a 3-h oral glucose tolerance test (OGTT) (glucose dose 40 g/m2). RESULTS: Insulin responses were similar in elderly controls and patients with diabetes, but were lower in middle-aged patients with diabetes than in controls (308 +/- 65 vs. 640 +/- 109 pM, P < 0.05). GIP responses were similar in controls and patients with diabetes in each age group, but were higher in elderly controls (middle-aged 45 +/- 13; elderly 112 +/- 13 pM, P < 0.01) and patients with diabetes (middle-aged 55 +/- 10; elderly 99 +/- 10 pM, P < 0.01). DPP-IV levels were lower in patients with diabetes in both middle-aged (control 0.241 +/- 0.015; diabetes 0.179 +/- 0.017 delta OD/20 min, P < 0.05) and elderly groups (control 0.223 +/- 0.019; diabetes 0.173 +/- 0.010 delta OD/20 min, P < 0.05). CONCLUSIONS: It was concluded that ageing in obese subjects is associated with enhanced GIP responses to oral glucose. In addition, DPP-IV activity is reduced in middle-aged and elderly obese patients with diabetes.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it