HOMA2-B enhances assessment of type 1 diabetes risk among TrialNet Pathway to Prevention participants
dc.contributor.author | Felton, Jamie L. | |
dc.contributor.author | Cuthbertson, David | |
dc.contributor.author | Warnock, Megan | |
dc.contributor.author | Lohano, Kuldeep | |
dc.contributor.author | Meah, Farah | |
dc.contributor.author | Wentworth, John M. | |
dc.contributor.author | Sosenko, Jay | |
dc.contributor.author | Evans-Molina, Carmella | |
dc.contributor.author | Type 1 Diabetes TrialNet Study Group | |
dc.contributor.department | Pediatrics, School of Medicine | |
dc.date.accessioned | 2023-10-23T14:15:23Z | |
dc.date.available | 2023-10-23T14:15:23Z | |
dc.date.issued | 2022 | |
dc.description.abstract | Aims/hypothesis: Methods to identify individuals at highest risk for type 1 diabetes are essential for the successful implementation of disease-modifying interventions. Simple metabolic measures are needed to help stratify autoantibody-positive (Aab+) individuals who are at risk of developing type 1 diabetes. HOMA2-B is a validated mathematical tool commonly used to estimate beta cell function in type 2 diabetes using fasting glucose and insulin. The utility of HOMA2-B in association with type 1 diabetes progression has not been tested. Methods: Baseline HOMA2-B values from single-Aab+ (n = 2652; mean age, 21.1 ± 14.0 years) and multiple-Aab+ (n = 3794; mean age, 14.5 ± 11.2 years) individuals enrolled in the TrialNet Pathway to Prevention study were compared. Cox proportional hazard models were used to determine associations between HOMA2-B tertiles and time to progression to type 1 diabetes, with adjustments for age, sex, HLA status and BMI z score. Receiver operating characteristic (ROC) analysis was used to test the association of HOMA2-B with type 1 diabetes development in 1, 2, 5 and 10 years. Results: At study entry, HOMA2-B values were higher in single- compared with multiple-Aab+ Pathway to Prevention participants (91.1 ± 44.5 vs 83.9 ± 38.9; p < 0.001). Single- and multiple-Aab+ individuals in the lowest HOMA2-B tertile had a higher risk and faster rate of progression to type 1 diabetes. For progression to type 1 diabetes within 1 year, area under the ROC curve (AUC-ROC) was 0.685, 0.666 and 0.680 for all Aab+, single-Aab+ and multiple-Aab+ individuals, respectively. When correlation between HOMA2-B and type 1 diabetes risk was assessed in combination with additional factors known to influence type 1 diabetes progression (insulin sensitivity, age and HLA status), AUC-ROC was highest for the single-Aab+ group's risk of progression at 2 years (AUC-ROC 0.723 [95% CI 0.652, 0.794]). Conclusions/interpretation: These data suggest that HOMA2-B may have utility as a single-time-point measurement to stratify risk of type 1 diabetes development in Aab+ individuals. | |
dc.eprint.version | Author's manuscript | |
dc.identifier.citation | Felton JL, Cuthbertson D, Warnock M, et al. HOMA2-B enhances assessment of type 1 diabetes risk among TrialNet Pathway to Prevention participants. Diabetologia. 2022;65(1):88-100. doi:10.1007/s00125-021-05573-6 | |
dc.identifier.uri | https://hdl.handle.net/1805/36563 | |
dc.language.iso | en_US | |
dc.publisher | Springer | |
dc.relation.isversionof | 10.1007/s00125-021-05573-6 | |
dc.relation.journal | Diabetologia | |
dc.rights | Publisher Policy | |
dc.source | PMC | |
dc.subject | Autoantibody | |
dc.subject | Biomarker | |
dc.subject | HOMA2-B | |
dc.subject | Risk prediction | |
dc.subject | Type 1 diabetes | |
dc.title | HOMA2-B enhances assessment of type 1 diabetes risk among TrialNet Pathway to Prevention participants | |
dc.type | Article |