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To map and systematise existing research on the use of artificial intelligence (AI) in mental health-based diabetes care contexts, identify trends and potential gaps in the literature, examine methodological limitations and highlight future research directions.
Blood glucose management around exercise is challenging for youth with type 1 diabetes (T1D). Previous research has indicated interventions including decision-support aids to better support youth to effectively contextualize blood glucose results and take appropriate action to optimize glucose levels during and after exercise. Mobile health (mHealth) apps help deliver health behavior interventions to youth with T1D, given the use of technology for glucose monitoring, insulin dosing, and carbohydrate counting.
A type 1 diabetes (T1D) transition clinic in Sydney, Australia, provides age specific care for young adults (aged 16-25 years) and for adults (aged 21 years and above), and has reported improved clinical outcomes post transition to adult care over a 21-year period. This study investigated the contribution of digital technology to long-term resilient capacity of the clinic.
Diabetes in pregnancy is associated with increased risk of long-term metabolic disease in the offspring, potentially mediated by in utero epigenetic variation. Previously, we identified multiple differentially methylated single CpG sites in offspring of women with gestational diabetes mellitus, but whether stretches of differentially methylated regions can also be identified in adolescent GDM offspring is unknown.
Technology use in type 1 diabetes (T1D) is impacted by socioeconomic status (SES). This analysis explored relationships between SES, glycemic outcomes, and technology use.
Adolescents living with type 1 diabetes (T1D) are faced with unique challenges to nutrition management. The current Perth Children's Hospital (PCH) T1D management model includes individualised education at diagnosis and annual reviews. Currently, no group education is provided to develop self-management skills for healthy meal preparation. Teaching Kitchens offers a skills-based program in food literacy and nutrition. This feasibility study explored if a Teaching Kitchens program at PCH engaged adolescents aged between 13 and 17 years, living with T1D.
Aboriginal and Torres Strait Islander women experience a disproportionate burden of hyperglycaemia in pregnancy. A multi-component health systems intervention aiming to improve antenatal and postpartum care was implemented across Australia’s Northern Territory (NT) and Far North Queensland (FNQ) between 2016 and 2019. Components included clinician education, improving recall systems, enhancing policies and guidelines, and embedding Diabetes in Pregnancy (DIP) Clinical Registers in systems of care. This program was evaluated to determine impacts on clinical practice and maternal health.
We aimed to assess perceived stress and influencing factors in mothers with children at risk of type 1 diabetes and coeliac disease who did, or did not, develop islet autoantibodies or coeliac autoantibodies by 4 years of age.
Peroxisome proliferator-activated receptor γ (PPARγ) is a prominent ligand-inducible transcription factor involved in adipocyte differentiation, glucose homeostasis, insulin sensitivity, inflammation, and cell proliferation, making it a therapeutic target for diabetes, metabolic syndrome, autoimmune diseases, and cancer.
Type 1 diabetes in First Nations peoples is low yet type 2 diabetes is at epidemic proportions. This study aimed to determine the prevalence of islet autoimmunity in First Nations women with dysglycaemia and its association with clinical features.