Trajectory of beta cell function and insulin clearance in stage 2 type 1 diabetes: natural history and response to teplizumab

dc.contributor.authorGalderisi, Alfonso
dc.contributor.authorSims, Emily K.
dc.contributor.authorEvans‑Molina, Carmella
dc.contributor.authorPetrelli, Alessandra
dc.contributor.authorCuthbertson, David
dc.contributor.authorNathan, Brandon M.
dc.contributor.authorIsmail, Heba M.
dc.contributor.authorHerold, Kevan C.
dc.contributor.authorMoran, Antoinette
dc.contributor.departmentPediatrics, School of Medicine
dc.date.accessioned2025-03-25T11:12:03Z
dc.date.available2025-03-25T11:12:03Z
dc.date.issued2025
dc.description.abstractAims/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.versionFinal published version
dc.identifier.citationGalderisi 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.urihttps://hdl.handle.net/1805/46566
dc.language.isoen_US
dc.publisherSpringer
dc.relation.isversionof10.1007/s00125-024-06323-0
dc.relation.journalDiabetologia
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourcePMC
dc.subjectInsulin clearance
dc.subjectInsulin secretion
dc.subjectInsulin sensitivity
dc.subjectOral minimal model
dc.subjectStage 2 type 1 diabetes
dc.subjectTeplizumab
dc.titleTrajectory of beta cell function and insulin clearance in stage 2 type 1 diabetes: natural history and response to teplizumab
dc.typeArticle
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