Trajectory of beta cell function and insulin clearance in stage 2 type 1 diabetes: natural history and response to teplizumab
dc.contributor.author | Galderisi, Alfonso | |
dc.contributor.author | Sims, Emily K. | |
dc.contributor.author | Evans‑Molina, Carmella | |
dc.contributor.author | Petrelli, Alessandra | |
dc.contributor.author | Cuthbertson, David | |
dc.contributor.author | Nathan, Brandon M. | |
dc.contributor.author | Ismail, Heba M. | |
dc.contributor.author | Herold, Kevan C. | |
dc.contributor.author | Moran, Antoinette | |
dc.contributor.department | Pediatrics, School of Medicine | |
dc.date.accessioned | 2025-03-25T11:12:03Z | |
dc.date.available | 2025-03-25T11:12:03Z | |
dc.date.issued | 2025 | |
dc.description.abstract | Aims/hypothesis: We aimed to analyse TrialNet Anti-CD3 Prevention (TN10) data using oral minimal model (OMM)-derived indices to characterise the natural history of stage 2 type 1 diabetes in placebo-treated individuals, to describe early metabolic responses to teplizumab and to explore the predictive capacity of OMM measures for disease-free survival rate. Methods: OMM-estimated insulin secretion, sensitivity and clearance and the disposition index were evaluated at baseline and at 3, 6 and 12 months post randomisation in placebo- and teplizumab-treated groups, and, within each group, in slow- and rapid-progressors (time to stage 3 disease >2 or ≤ 2 years). OMM metrics were also compared with the standard AUC C-peptide. Percentage changes in CD8+ T memory cell and programmed death-1 (PD-1) expression were evaluated in each group. Results: Baseline metabolic characteristics were similar between 28 placebo- and 39 teplizumab-treated participants. Over 12 months, insulin secretion declined in placebo-treated and rose in teplizumab-treated participants. Within groups, placebo slow-progressors (n=14) maintained insulin secretion and sensitivity, while both declined in placebo rapid-progressors (n=14). Teplizumab slow-progressors (n=28) maintained elevated insulin secretion, while teplizumab rapid-progressors (n=11) experienced mild metabolic decline. Compared with rapid-progressor groups, insulin clearance significantly decreased between baseline and 3, 6 and 12 months in the slow-progressor groups in both treatment arms. In aggregate, both higher baseline insulin secretion (p=0.027) and reduced 12 month insulin clearance (p=0.045) predicted slower progression. A >25% loss of insulin secretion at 3 months had specificity of 0.95 (95% CI 0.86, 1.00) to identify rapid-progressors and correctly classified the 2 year risk for progression in 92% of participants, with a sensitivity of 0.19 (95% CI 0.08, 0.30). OMM-estimated insulin secretion outperformed AUC C-peptide to differentiate groups by treatment or to predict progression. Metabolic changes were paralleled by relative frequency of change in PD-1+ CD8+ T effector memory cells. Conclusions/interpretation: OMM measures characterise the metabolic heterogeneity in stage 2 diabetes, identifying differences between rapid- and slow-progressors, and heterogeneous impacts of immunotherapy, suggesting the need to account for these differences when designing and interpreting clinical trials. | |
dc.eprint.version | Final published version | |
dc.identifier.citation | Galderisi A, Sims EK, Evans-Molina C, et al. Trajectory of beta cell function and insulin clearance in stage 2 type 1 diabetes: natural history and response to teplizumab. Diabetologia. 2025;68(3):646-661. doi:10.1007/s00125-024-06323-0 | |
dc.identifier.uri | https://hdl.handle.net/1805/46566 | |
dc.language.iso | en_US | |
dc.publisher | Springer | |
dc.relation.isversionof | 10.1007/s00125-024-06323-0 | |
dc.relation.journal | Diabetologia | |
dc.rights | Attribution 4.0 International | en |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.source | PMC | |
dc.subject | Insulin clearance | |
dc.subject | Insulin secretion | |
dc.subject | Insulin sensitivity | |
dc.subject | Oral minimal model | |
dc.subject | Stage 2 type 1 diabetes | |
dc.subject | Teplizumab | |
dc.title | Trajectory of beta cell function and insulin clearance in stage 2 type 1 diabetes: natural history and response to teplizumab | |
dc.type | Article |