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Aim To cluster adults with diabetes using variables from real-world clinical care at manifestation. Materials and Methods We applied hierarchical clustering using Ward's method to 56 869 adults documented in the prospective Diabetes Follow-up Registry (DPV). Clustering variables included age, sex, body mass index (BMI), HbA1c, diabetic ketoacidosis (DKA), components of the metabolic syndrome (hypertension/dyslipidaemia/hyperuricaemia) and beta-cell antibody status. Time until use of oral antidiabetic drugs (OADs), use of insulin, chronic kidney disease (CKD), cardiovascular disease (CVD), retinopathy or neuropathy were assessed using Kaplan–Meier analysis and Cox regression models. Results We identified eight clusters: four clusters comprised early diabetes onset (median age 40-50 years) but differed with regard to BMI, HbA1c, DKA and antibody positivity. Two clusters included adults with diabetes onset aged in their early 60s who met target HbA1c, but differed in BMI and sex distribution. Two clusters were characterized by late diabetes onset (median age 69 and 77 years) and comparatively low BMI, but differences in HbA1c. Earlier insulin use was observed in adults with high HbA1c, and earlier OAD use was observed in those with high BMI. Time until CKD or CVD was shorter in those with late onset, whereas retinopathy occurred earlier in adults with late onset and high HbA1c, and in adults with early onset, but high HbA1c and high percentage of antibody positivity. Conclusions Adult diabetes is heterogeneous beyond classical type 1/type 2 diabetes, based on easily available variables in clinical practice using an automated clustering algorithm that allows both continuous and binary variables.

To assess the prevalence of elevated liver enzymes and associated diabetes-related comorbidities in type 2 diabetes (T2D).Between 2010 and 2019, 281 245 patients with T2D (aged 18-75 years) from 501 Diabetes Prospective Follow-up (DPV) centres were evaluated, resulting in analysis of 51 645 patients with complete data on demographics and liver enzymes.Elevated liver enzymes were found in 40.2% of all patients. However, only 8.6% of these patients had International Classification of Diseases-10 codes for nonalcoholic fatty liver disease and/or nonalcoholic steatohepatitis. Adjusted for age, sex, diabetes duration, body mass index and glycated haemoglobin, a higher prevalence of arterial hypertension (P 0.0001), dyslipidaemia (P 0.0001), peripheral artery disease (P = 0.0029), myocardial infarction (P = 0.0003), coronary artery disease (P = 0.0001), microalbuminuria (P 0.0001) and chronic kidney disease (P 0.0001) was seen in patients with elevated versus normal liver enzymes. The prevalence of elevated liver enzymes was lowest in patients receiving sodium-glucose cotransporter-2 (SGLT2) inhibitors or a combination of SGLT2 inhibitors and glucagon-like peptide-1 receptor agonists.Elevated liver enzymes are common in patients with T2D and clearly correlate with a higher prevalence of clinically relevant comorbidities. Assessing liver enzymes should be standard clinical routine in T2D due to a possible predictive role for comorbidities and complications.

We investigated the short-term effects of dapagliflozin as adjunct to insulin on insulin sensitivity, postprandial glucose excursions and ketone body production in type 1 diabetes mellitus (T1DM). A total of seven male patients completed the randomized, double-blind, placebo-controlled cross-over trial, receiving 10 mg of dapagliflozin daily for 3 days, followed by placebo, or the reverse. At Day 3, hyperinsulinaemic, euglycaemic clamps and oral glucose tolerance test clamps with repeated blood sampling were performed. Required glucose infusion and blood glucose excursions did not differ significantly between dapagliflozin treatment and placebo (P = 0.491; P = 0.342). Prior to oral glucose, total ketone bodies showed a higher trend following dapagliflozin treatment (P = 0.051). Following oral glucose, total ketone bodies decreased while concentrations of total GLP-1 were higher following dapagliflozin (P = 0.009). Non-esterified free fatty acids did not differ between dapagliflozin treatment and placebo and ketonuria was absent under both conditions. In T1DM, short-term addition of dapagliflozin to insulin influenced neither postprandial glucose excursions nor insulin sensitivity. Following oral glucose, total ketone bodies decreased in parallel with an increase in GLP-1 concentrations, which were higher under dapagliflozin treatment as compared with placebo.