98%
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Objective: Patients hospitalized with COVID-19 and hyperglycemia require frequent glucose monitoring, usually performed with glucometers. Continuous glucose monitors (CGMs) are common in the outpatient setting but not yet approved for hospital use. We evaluated CGM accuracy, safety for insulin dosing, and CGM clinical reliability in 20 adult patients hospitalized with COVID-19 and hyperglycemia.
Methods: Study patients were fitted with a remotely monitored CGM. CGM values were evaluated against glucometer readings. The CGM sensor calibration was performed if necessary. CGM values were used to dose insulin, without glucometer confirmation.
Results: CGM accuracy against glucometer, expressed as mean absolute relative difference (MARD), was calculated using 812 paired glucometer-CGM values. The aggregate MARD was 10.4%. For time in range and grades 1 and 2 hyperglycemia, MARD was 11.4%, 9.4%, and 9.1%, respectively, with a small variation between medical floors and intensive care units. There was no MARD correlation with mean arterial blood pressure levels, oxygen saturation, daily hemoglobin levels, and glomerular filtration rates. CGM clinical reliability was high, with 99.7% of the CGM values falling within the "safe" zones of Clarke error grid. After CGM placement, the frequency of glucometer measurements decreased from 5 to 3 and then 2 per day, reducing nurse presence in patient rooms and limiting viral exposure.
Conclusion: With twice daily, on-demand calibration, the inpatient CGM use was safe for insulin dosing, decreasing the frequency of glucometer fingersticks. For glucose levels >70 mg/dL, CGMs showed adequate accuracy, without interference from vital and laboratory values.
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http://dx.doi.org/10.1016/j.eprac.2022.12.012 | DOI Listing |
G Ital Nefrol
August 2025
Infermiere Professionale SSD Nefrologia e Dialisi P.O. Soverato, ASP CZ.
Management of diabetes mellitus in hemodialysis is highly complex due to increased glycemic variability and hypoglycemic risk. The use of technologies applied to diabetes has been shown to improve glycemic control, however data in dialysis patients are limited. To describe the efficacy and safety of the minimed 780G AHCL system in a stable hemodialysis patient and during hospitalization in the Intensive Care Unit (ICU).
View Article and Find Full Text PDFCurr Pharm Teach Learn
September 2025
Department of Pharmacy Practice, Rosalind Franklin University of Medicine and Science - College of Pharmacy, 3333 Green Bay Rd, North Chicago, IL 60064, United States of America. Electronic address:
Objective: To validate a student patient education assessment rubric for initiation of a continuous glucose monitor (CGM) by measuring the inter-rater reliability (IRR).
Methods: Second and third-year pharmacy students at two institutions were evaluated on their ability to counsel a patient on the initial set up and use of a CGM device, either Dexcom G6 or FreeStyle Libre 2, during a practical assessment. Utilizing a standardized rubric, faculty evaluators evaluated each student.
Biosens Bioelectron
December 2025
Department of Chemistry, Faculty of Science, Universiti Malaya, 50603, Kuala Lumpur, Malaysia. Electronic address:
This study reports a highly sensitive, flexible, and intelligent microfluidic glucose biosensor integrating machine learning (ML)-optimized and laser-induced graphene (LIG) electrodes with electrodeposited polyamine saccharide-functionalized glucose oxidase (CS/GluOx) crosslinked with polyethene glycol (PEG). LIG fabrication parameters were optimized using a supervised ML model (random forest regression), achieving R = 0.92 and RMSE = 0.
View Article and Find Full Text PDFJ Diabetes Res
September 2025
Department of Medicine, Mahidol University Faculty of Medicine Siriraj Hospital, Bangkok, Thailand.
This study is aimed at evaluating the accuracy and feasibility of real-time continuous glucose monitoring (rt-CGM) in non-ICU hospitalized adult COVID-19 patients who had hyperglycemia requiring insulin therapy during admission. Medtronic Guardian Sensor 3 and transmitter were placed on the patient's abdomen. The patient performed a self-calibration of CGM via the application installed in the smartphone.
View Article and Find Full Text PDFJ Diabetes Sci Technol
September 2025
Guy's and St Thomas NHS Foundation Trust, Guy's Hospital, London, UK.
Aim: This review aims to map the existing literature on the use of diabetes technology in people receiving dialysis, with a focus on utilization, accuracy, and effectiveness.
Methods: A scoping review was conducted using the Joanna Briggs Institute methodology, with systematic searches of Medline, Embase, and CINAHL for studies on diabetes technologies in dialysis populations.
Results: The search identified 1060 continuous glucose monitoring (CGM) and 1467 continuous subcutaneous insulin infusion or automated insulin delivery (CSII/AID) records, with 64 studies included.