Background Continuous glucose monitoring (CGM) technology offers potential advantages over intermittent point-of-care testing in critically ill patients by providing real-time glucose trends and automated alerts. However, its accuracy and feasibility in intensive care settings require validation before widespread implementation.
Methods We conducted a single-center observational pilot study, evaluating CGM feasibility in 11 surgical intensive care unit (ICU) patients, including nine post–liver transplant recipients. The G6 CGM system was applied for continuous monitoring. CGM readings were paired with point-of-care glucose measurements for accuracy assessment. Performance metrics included the mean absolute relative difference (MARD), bias, standard deviation of relative differences (SDRD), Surveillance Error Grid (SEG) analysis, and International Organization for Standardization (ISO) 15197:2013 criteria compliance.
Results During a median monitoring period of 5 days (interquartile range [IQR], 3–9), we analyzed 326 paired glucose measurements. CGM demonstrated acceptable accuracy, with a MARD of 13.5% (95% CI, 11.43%–15.76%), bias of 2.79% (95% CI, –2.48 to 7.27%), and SDRD of 18.69% (95% CI, 13.75%–23.65%). SEG analysis confirmed 99.1% of readings were in clinically acceptable zones A and B. ISO 15197:2013 criteria showed 62.9% of measurements were within ±15 mg/dl or ±15%. The median patient-level mean glucose was 199.0 mg/dl (IQR, 162.0–248.0), reflecting substantial hyperglycemic exposure in patients receiving high-dose methylprednisolone despite protocolized insulin therapy targeting a range of 140–180 mg/dl.
Conclusions CGM was feasible and acceptably accurate in ICU patients. Persistent hyperglycemia despite protocolized care indicates that CGM-derived data may help to identify opportunities for future protocol improvement. Its potential impact on the time-in-target range, hypoglycemia, and clinical outcomes should be evaluated in future multicenter studies.
Background The design of intensive care units (ICUs) is increasingly acknowledged as a crucial factor affecting patient outcomes. Transitioning from multi-bed patient rooms (MPRs) to single-bed patient rooms (SPRs) aims to improve infection control, patient privacy, and quality of care. However, concerns remain regarding potential patient isolation and reduced staff situational awareness. This study aims to evaluate clinical outcomes in SPR-structured ICUs compared to mixed SPR and MPR ICUs.
Methods This multicenter retrospective cohort study was conducted across three university-affiliated tertiary hospitals between April 2022 and August 2023. The study population included ICU patients aged ≥18 years, excluding those admitted to cardiac and neonatal ICUs. Outcomes assessed included ICU mortality and severity scores based on Simplified Acute Physiology Score 3 and Acute Physiology and Chronic Health Evaluation II scores.
Results This study included 3,179 ICU patients across three sites: site A consisted exclusively of SPRs, while sites B and C had mixed SPR and MPR arrangements. ICU mortality rates were 8.3%, 15.2%, and 9.7% for sites A, B, and C, respectively (P<0.001). Propensity score matching and logistic regression analysis demonstrated that SPRs were associated with significantly reduced ICU mortality (adjusted odds ratio, 0.54; 95% CI, 0.40–0.73).
Conclusions SPRs were associated with a protective effect, reducing ICU mortality. Clinical outcomes in ICUs appear to be influenced by structural design improvements alongside other clinical factors.
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Background Latency in transferring patients from intensive care units (ICUs) to general wards impedes the optimal allocation of ICU resources, underscoring the urgency of initiatives to reduce it. This study evaluates the extent of ICU transfer latency and assesses the potential benefits of minimizing it.
Methods Transfer latency was measured as the time between the first transfer request and the actual ICU discharge at a single-center tertiary hospital in 2021. Computer-based simulations and cost analyses were performed to examine how reducing transfer latency could affect average hourly ICU bed occupancy, the proportion of time ICU occupancy exceeds 80%, and hospital costs. The first analysis evaluated all ICU admissions, and the second analysis targeted a subset of ICU admissions with longer transfer latency, those requiring infectious precautions.
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Background Unplanned extubation (UE) of patients requiring mechanical ventilation in an intensive care unit (ICU) is associated with poor outcomes for patients and organizations. This study was conducted to assess the clinical features of patients who experienced UE and to determine the risk factors affecting reintubation after UE in an ICU.
Methods Among all adult patients admitted to the ICU in our institution who required mechanical ventilation between January 2011 and December 2013, those in whom UE was noted were included in the study. Data were categorized according to noninvasive or invasive management after UE.
Results The rate of UE was 0.78% (the number of UEs per 100 days of mechanical ventilation). The incidence of self-extubation was 97.2%, while extubation was accidental in the remaining patients. Two cases of cardiac arrest combined with respiratory arrest after UE were noted. Of the 214 incidents, 54.7% required invasive management after UE. Long duration of mechanical ventilation (odds ratio [OR] 1.52; 95% confidence interval [CI] 1.32-1.75; p = 0.000) and high ICU mortality (OR 4.39; 95% CI 1.33-14.50; p = 0.015) showed the most significant association with invasive management after UE. In multivariate analysis, younger age (OR 0.96; 95% CI 0.93-0.99; p = 0.005), medical patients (OR 4.36; 95% CI 1.95-9.75; p = 0.000), use of sedative medication (OR 4.95; 95% CI 1.97-12.41; p = 0.001), large amount of secretion (OR 2.66; 95% CI 1.01-7.02; p = 0.049), and low PaO2/FiO2 ratio (OR 0.99; 95% CI 0.98-0.99; p = 0.000) were independent risk factors of invasive management after UE.
Conclusions To prevent unfavorable clinical outcomes, close attention and proper ventilatory support are required for patients with risk factors who require invasive management after UE.
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