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Backgruound: Automated insulin delivery (AID) systems studies are upsurging, half of which were published in the last 5 years. We aimed to evaluate the efficacy and safety of AID systems in patients with type 1 diabetes mellitus (T1DM).
Methods: We searched PubMed, Embase, Cochrane Library, Web of Science, and ClinicalTrials.gov until August 31, 2023. Randomized clinical trials that compared AID systems with other insulin-based treatments in patients with T1DM were considered eligible. Studies characteristics and glycemic metrics was extracted by three researchers independently.
Results: Sixty-five trials (3,623 patients) were included. The percentage of time in range (TIR) was 11.74% (95% confidence interval [CI], 9.37 to 14.12; P<0.001) higher with AID systems compared with control treatments. Patients on AID systems had more pronounced improvement of time below range when diabetes duration was more than 20 years (-1.80% vs. -0.86%, P=0.031) and baseline glycosylated hemoglobin lower than 7.5% (-1.93% vs. -0.87%, P=0.033). Dual-hormone full closed-loop systems revealed a greater improvement in TIR compared with hybrid closed-loop systems (-19.64% vs. -10.87%). Notably, glycemia risk index (GRI) (-3.74; 95% CI, -6.34 to -1.14; P<0.01) was also improved with AID therapy.
Conclusion: AID systems showed significant advantages compared to other insulin-based treatments in improving glucose control represented by TIR and GRI in patients with T1DM, with more favorable effect in euglycemia by dual-hormone full closedloop systems as well as less hypoglycemia for patients who are within target for glycemic control and have longer diabetes duration.
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http://dx.doi.org/10.4093/dmj.2024.0130 | DOI Listing |
Environ Sci Pollut Res Int
September 2025
Faculdade de Engenharia da Universidade do Porto, INESC TEC, Porto, Portugal.
Food waste generated throughout the food supply chain raises several environmental, social, and economic issues. Quantitative methods can aid in managing food waste by describing current contexts, predicting future scenarios, and improving related operations. However, a literature review on the use of quantitative methods, specifically the descriptive, predictive, and prescriptive dimensions, to assess and prevent food waste is lacking.
View Article and Find Full Text PDFHandb Exp Pharmacol
September 2025
Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Research conducted over the last 15 years indicates that cAMP is generated not just from the plasma membrane but also from intracellular compartments, particularly in endosomes, where receptors are redistributed during the endocytosis process. This review centers on the parathyroid hormone type 1 receptor (PTHR) as a model for a peptide hormone GPCRs that generates cAMP from various locations with distinct duration and pharmacological effectiveness. We discuss how structural dynamics simulations aid in designing ligands that induce cAMP location bias, ultimately answering how the spatiotemporal generation of cAMP affects pharmacological responses mediated by the PTHR.
View Article and Find Full Text PDFDiabet Med
September 2025
Edinburgh Centre for Endocrinology & Diabetes, NHS Lothian, Edinburgh, UK.
Aims: This study aimed to assess the impact of the Omnipod 5 automated insulin delivery (AID) system on continuous glucose monitoring (CGM) metrics, HbA1c, and weight in a real-world setting. Additionally, independent predictors of glycaemic response were assessed.
Methods: Observational analysis of adults with type 1 diabetes using Omnipod 5 (n = 353).
Med Eng Phys
October 2025
University of Missouri, Department of Physical Therapy, Columbia, MO, USA. Electronic address:
Measurable neuromotor control deficits during functional task performance could provide objective criteria to aid in concussion diagnosis. However, many tools which measure these constructs are unidimensional and not clinically feasible. The purpose of this study was to assess the classification accuracy of a machine learning model using features measured by a clinically feasible movement-based assessment system (Mizzou Point-of-care Assessment System (MPASS) between athletes with and without concussion.
View Article and Find Full Text PDFNanomicro Lett
September 2025
State Key Laboratory of Bioinspired Interfacial Materials Science, School of Chemistry, Beihang University, Beijing, 100191, People's Republic of China.
Undesired ice accumulation on infrastructure and transportation systems leads to catastrophic events and significant economic losses. Although various anti-icing surfaces with photothermal effects can initially prevent icing, any thawy droplets remaining on the horizontal surface can quickly re-freezing once the light diminishes. To address these challenges, we have developed a self-draining slippery surface (SDSS) that enables the thawy droplets to self-remove on the horizontal surface, thereby facilitating real-time anti-icing with the aid of sunlight (100 mW cm).
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