Human β Cells Are Exceedingly Resistant to Streptozotocin in Vivo
Bibliographic record
Abstract
Streptozotocin (STZ) causes beta cell death in rodents via the mechanism of DNA damage precipitating poly(ADP-ribose) synthetase activation followed by lethal nicotinamide adenine dinucleotide depletion. It is unclear whether humans are susceptible to this mechanism. Islets were isolated from STZ-sensitive (CD1 mice and Lewis rats) and resistant [fish (tilapia)] species and from man and then were transplanted into diabetic nude mice under the kidney capsule. Normoglycemic recipients with normal glucose tolerance tests on d 30 were injected with increasing iv doses of STZ and their plasma glucose levels followed for 5 d; glucose tolerance tests were repeated on nondiabetic mice. Mice were then killed; grafts and native pancreata were examined. Based upon three criteria (i.e. nonfasting plasma glucose levels, glucose tolerance tests, and islet histology), the following observations were made: 1) Recipients of rat islets were resistant to 25 mg/kg but were uniformly diabetic at doses of 50 or 75 mg/kg. 2) Recipients of mouse islets were resistant to 75 mg/kg but were uniformly diabetic at 150 or 200 mg/kg. 3) Recipients of the fish islets were resistant to 300, 400, and 450 mg/kg. 4) Recipients of human islets were resistant to 100, 200, 300, 400, and 450 mg/kg. The results in recipient mice bearing long-term rat, mouse, or fish islet grafts were the same as previously published dose-response data for each donor species. We extrapolate from our results based on human islet grafts in mice that human beta cells are exceedingly resistant to STZ.
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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) | 0.005 | 0.001 |
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".