HOMA2-B enhances assessment of type 1 diabetes risk among TrialNet Pathway to Prevention participants

dc.contributor.authorFelton, Jamie L.
dc.contributor.authorCuthbertson, David
dc.contributor.authorWarnock, Megan
dc.contributor.authorLohano, Kuldeep
dc.contributor.authorMeah, Farah
dc.contributor.authorWentworth, John M.
dc.contributor.authorSosenko, Jay
dc.contributor.authorEvans-Molina, Carmella
dc.contributor.authorType 1 Diabetes TrialNet Study Group
dc.contributor.departmentPediatrics, School of Medicine
dc.date.accessioned2023-10-23T14:15:23Z
dc.date.available2023-10-23T14:15:23Z
dc.date.issued2022
dc.description.abstractAims/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.versionAuthor's manuscript
dc.identifier.citationFelton 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.urihttps://hdl.handle.net/1805/36563
dc.language.isoen_US
dc.publisherSpringer
dc.relation.isversionof10.1007/s00125-021-05573-6
dc.relation.journalDiabetologia
dc.rightsPublisher Policy
dc.sourcePMC
dc.subjectAutoantibody
dc.subjectBiomarker
dc.subjectHOMA2-B
dc.subjectRisk prediction
dc.subjectType 1 diabetes
dc.titleHOMA2-B enhances assessment of type 1 diabetes risk among TrialNet Pathway to Prevention participants
dc.typeArticle
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