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Background: A simple screening tool is needed for resource-limited settings because rapid treatment is crucial in sepsis. We investigated whether a simplified score, the reverse shock index multiplied by the Glasgow Coma Scale score (rSIG), could replace the Modified Early Warning Score (MEWS) or the quick Sequential Organ Failure Assessment (qSOFA) for sepsis screening.
Methods: We used data from a Japanese multicenter prospective observational study. This dataset included patients with suspected infection who were admitted from 35 emergency departments (cohort 1) and patients with suspected infection who were admitted to 22 intensive care units (cohort 2). The primary outcome was 28-day mortality. Secondary outcomes were ICU admission or death within 28 days and mechanical ventilation or death within 28 days in cohort 1 and diagnosis of sepsis, need for invasive support (composite of vasopressor use, mechanical ventilation, or death before day 4) in cohort 2.
Results: In cohort 1, the AUROC for rSIG was significantly higher for 28-day mortality than for MEWS but not significantly different from that of qSOFA (0.69 [95% CI 0.64-0.74] vs 0.64 [0.59-0.69] vs 0.68 [0.63-0.72]). In cohort 2, the AUROC of rSIG for 28-day mortality was similar to that of MEWS and qSOFA (0.62 [0.56-0.68] vs 0.58 [0.52-0.64] vs 0.62 [0.56-0.67]). The AUROCs for diagnosis of sepsis, ICU admission or 28-day mortality, and mechanical ventilation or 28-day mortality were similar. The AUROC for need of invasive support was significantly higher for rSIG than for MEWS. For most outcomes, rSIG ≥15 had higher sensitivity than a qSOFA ≥2 or a MEWS total ≥5 or any variable ≥3.
Conclusion: Although there are limitations in the data, rSIG predicted short-term outcomes in patients with suspected infections as well as or better than MEWS and qSOFA.
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http://dx.doi.org/10.2147/OAEM.S521868 | DOI Listing |
Medicine (Baltimore)
September 2025
Department of Trauma Intensive Care Unit, Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University, Zhuzhou, China.
Sepsis often leads to unpredictable consequences. The prognosis of sepsis has not been largely improved. We tried to construct a prognostic gene model related to the 28-day mortality of sepsis to identify the risk of mortality and improve the outcome early.
View Article and Find Full Text PDFBackground: Acute kidney injury (AKI) in patients with liver cirrhosis represents a significant clinical challenge with high mortality rates. This study aimed to develop and validate a machine learning-based prediction model for 28-day mortality in AKI patients with liver cirrhosis using the MIMIC-IV database.
Methods: This retrospective study analyzed data from 4,168 AKI patients, including 601 with concurrent liver cirrhosis, from the MIMIC-IV database.
J Intensive Care Med
September 2025
Medical Intensive Care Unit, 108 Military Central Hospital, Hanoi, Vietnam.
Background: Bedside ultrasound is increasingly utilized to assess muscle mass in critically ill patients, providing a noninvasive and real-time tool for early risk stratification. Muscle wasting is known to be associated with adverse outcomes in septic shock, but its prognostic value using ultrasound in this population remains underexplored. This study aimed to investigate the association between changes in rectus femoris cross-sectional area (CSA), assessed by bedside ultrasound, and 28-day mortality in patients with septic shock.
View Article and Find Full Text PDFOpen Access Emerg Med
September 2025
Department of Emergency Medicine and Critical Care, Center Hospital of the National Center for Global Health and Medicine, Tokyo, 162-8655, Japan.
Background: A simple screening tool is needed for resource-limited settings because rapid treatment is crucial in sepsis. We investigated whether a simplified score, the reverse shock index multiplied by the Glasgow Coma Scale score (rSIG), could replace the Modified Early Warning Score (MEWS) or the quick Sequential Organ Failure Assessment (qSOFA) for sepsis screening.
Methods: We used data from a Japanese multicenter prospective observational study.
Front Neurol
August 2025
Department of Neurology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China.
Background: The clinical utility of the National Institutes of Health Stroke Scale, Glasgow Coma Scale, and modified Rankin Scale scores in predicting prognosis is well established. However, whether the Acute Physiology and Chronic Health Evaluation System II (APACHE II) score can predict mortality in patients with large vessel occlusion stroke (LVOS) admitted to the neurology intensive care unit (NICU) following endovascular treatment (EVT) remains unclear. This study aims to evaluate the ability of the APACHE II score to predict mortality in post-EVT LVOS patients admitted to the NICU.
View Article and Find Full Text PDF