Additive Effects of Dorzagliatin and Glucagon-Like Peptide 1 Receptor Agonism in a Novel Mouse Model of <i>GCK</i> -MODY and in Obese <i>db/db</i> Mice
Bibliographic record
Abstract
Glucokinase (GK) catalyzes the key regulatory step in glucose-stimulated insulin secretion (GSIS). Correspondingly, hetero- and homozygous mutations in human GCK cause maturity-onset diabetes of the young (GCK-MODY) and permanent neonatal diabetes mellitus, respectively. To explore the possible utility of GK activators (GKAs) and of glucagon-like peptide 1 (GLP-1) receptor agonists in these diseases, we have developed a novel hypomorphic Gck allele in mice encoding an aberrantly spliced mRNA. In islets from homozygous knock-in (GckKI/KI) mice, GK immunoreactivity was reduced by >85%, and GSIS eliminated. Homozygous GckKI/KI mice displayed frank diabetes (fasting blood glucose >18 mmol/L; HbA1c ∼108 mmol/mol), ketosis, and nephropathy. Heterozygous GckKI/+ mice were glucose intolerant (HbA1c ∼37 mmol/mol). Abnormal glucose-stimulated Ca2+ dynamics in GckKI/+ islets were completely reversed by the GKA dorzagliatin, which was largely inactive in homozygous GckKI/KI mouse islets. The GLP-1 receptor agonist exendin-4 improved glucose tolerance in male GckKI/+ mice, an action potentiated by dorzagliatin. Sex-dependent additive effects of these agents were also observed on insulin secretion in vitro. Similar additive effects of the drugs were observed in obese hyperglycemic db/db mice. Combined treatment with GKA and incretin mimetics may thus be useful in GCK-MODY and in more common forms of type 2 diabetes. ARTICLE HIGHLIGHTS: Glucokinase (GK) deficiency can drive maturity-onset diabetes of the young (GCK-MODY) in heterozygotes and permanent neonatal diabetes in homozygotes. We describe a hypomorphic Gck allele that results in aberrant splicing in islets and liver lowering GK activity by ∼85%. Whereas heterozygous mutant mice are mildly hyperglycemic, homozygotes have frank diabetes but survive to adulthood. Dorzagliatin potentiates the effects of glucagon-like receptor-1 receptor activation sex dependently in heterozygous Gck mice and in obese hyperglycemic db/db mice. Combined use of these drugs may be useful in some forms of GCK-MODY and in obesity-related type 2 diabetes.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".