2 papers2 findings
Gestational diabetes mellitus
upin humans1
Gestational diabetes mellitus raises the risk of prediabetes or diabetes in humans (aRR 2.14-2.88).
“Compared with no GDM, all GDM subtypes except unclassified were associated with higher risk of prediabetes or diabetes (adjusted risk ratios 2.14-2.88)”
Humans10-14 yearsfemalesn = 4,693
Diabetes care12 Aug 2026
Voice biomarkers
upin humans1
Voice biomarkers predict prediabetes or diabetes in humans (AUC 0.85 ± 0.06, accuracy 77.9% ± 5.2%).
“In adults aged 20-30 (n = 137), a Naive Bayes model achieved the best performance, yielding 77.9% ± 5.2% accuracy, an AUC of 0.85 ± 0.06”
HumansHbA1c > 5.7% or fasting plasma glucose > 100 mg/dLn = 137
ENDO 2025 abstract22 Oct 2025
Progression to diabetes was linked to 1.53 times the odds of later heart disease compared with consistently normal blood sugar, after accounting for other factors.Progression to diabetes was linked to 1.53 times the odds of later heart disease compared with consistently normal blood sugar, after accounting for other factors.