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Correct classification of type 1 (T1D) and type 2 diabetes (T2D) is challenging due to overlapping clinical features and the increasingly early onset of T2D, particularly in South Asians. Polygenic risk scores (PRSs) for T1D and T2D have been shown to work relatively well in South Asians, despite being derived from largely European-ancestry samples. Here we used PRSs to investigate the rate of potential misclassification of diabetes amongst British Bangladeshis and Pakistanis. Using linked health records from the Genes & Health cohort (n = 38,344) we defined two reference groups meeting stringent diagnostic criteria: 31 T1D cases, 1842 T2D cases, and after excluding these, two further groups: 839 insulin-treated diabetic individuals with ambiguous features and 5174 non-diabetic controls. Combining these with 307 confirmed T1D cases and 307 controls from India, we calculated ancestry-corrected PRSs for T1D and T2D, with which we estimated the proportion of T1D cases within the ambiguous group at ~ 6%, dropping to ~ 4.5% within the subset who had T2D codes in their health records (and are thus most likely to have been misclassified). We saw no significant association between the T1D or T2D PRS and BMI at diagnosis, time to insulin, or the presence of T1D or T2D diagnostic codes amongst the T2D or ambiguous cases, suggesting that these clinical features are not particularly helpful for aiding diagnosis in ambiguous cases. Our results emphasise that robust identification of T1D cases and appropriate clinical care may require routine measurement of diabetes autoantibodies and C-peptide.
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http://dx.doi.org/10.1038/s41598-024-80348-8 | DOI Listing |
Diabetes Metab Res Rev
September 2025
Interdisciplinary Department of Medicine, School of Medicine, University of Bari 'Aldo Moro', Bari, Italy.
Overweight and obesity represent common chronic metabolic disorders in the general population, and observed trends describe a substantial growth in the prevalence of weight excess also among individuals with type 1 diabetes (T1D), the so-called 'lean phenotype' of diabetes. The sharp rise of weight excess and obesity-related cardio-nephron-metabolic burdens observed in T2D is expected to produce similar consequences in T1D, leading to the urgent need to endorse therapeutic protocols as in most parts of the World no adjunctive treatments are approved for T1D, making weight excess management challenging in these individuals. The notable results shown by newer glucagon-like peptide 1 receptor agonists (GLP-1RAs) and emerging dual agonists, especially while managing cardio-metabolic burdens, in T2D have encouraged fervent anecdotal and non-anecdotal research also in T1D, indicating that non-insulin injective agents can be effective and safe.
View Article and Find Full Text PDFAnal Bioanal Chem
September 2025
Center for Clinical Mass Spectrometry, College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, Jiangsu, China.
Latent autoimmune diabetes in adults (LADA) is a slowly progressing form of diabetes that develops in adulthood, characterized by autoimmune destruction of pancreatic β-cells and subsequent insulin deficiency, akin to type 1 diabetes (T1D). Due to its shared genetic, immunological, and metabolic features with both T1D and type 2 diabetes (T2D), LADA is frequently misdiagnosed and inappropriately treated as T2D. To address this, we developed the A.
View Article and Find Full Text PDFDiabet Med
September 2025
Clinical Population and Sciences Department, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.
Background: Diabetes affects over 3.3 million people in England, creating a significant health and economic burden. Continuous glucose monitoring (CGM) improves diabetes management but remains unevenly accessible, especially among Black and minority groups who face onset at younger ages, higher diabetes rates and complications.
View Article and Find Full Text PDFmedRxiv
August 2025
Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA.
Although many diabetes complications have been extensively studied, less is known about the burden of infectious diseases. We developed a Bayesian approach to compare infection risk across 9,476 patients with type 1 diabetes (T1D), 74,270 with type 2 diabetes (T2D), and 32,095 with prediabetes. Patients with T1D, T2D, and prediabetes had multifold increased risk for all organ system- and pathogen-based composite infection outcomes.
View Article and Find Full Text PDFJ Clin Periodontol
August 2025
Department of Periodontology, Institute of Odontology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
Aim: To evaluate the association between diabetes (types 1 and 2) and peri-implantitis through a register-based cohort study.
Methods: Four groups of individuals with dental implants were identified using multiple Swedish nationwide registers-two groups with diabetes (type 1, T1D; type 2, T2D) and two groups without diabetes (non-T1D, non-T2D). Longitudinal data from 2010 to 2020 were analysed.