Objective: The Sequential Organ Failure Assessment (SOFA) score is validated to measure severity of organ dysfunction in critically ill patients. However, in some practice settings, daily arterial blood gas data required to calculate the respiratory component of the SOFA score are often unavailable. The objectives of this study were to derive Spo2/Fio2 (SF) ratio correlations with the Pao2/Fio2 (PF) ratio to calculate the respiratory parameter of the SOFA score, and to validate the respiratory SOFA obtained using SF ratios against clinical outcomes.
Patients And Measurements: We obtained matched measurements of Spo2 and Pao2 from two populations: group 1-patients undergoing general anesthesia and group 2-patients from the acute respiratory distress syndrome network-low-vs. high-tidal volume for the acute respiratory management of acute respiratory distress syndrome database. Using a linear regression model, we first determined SF ratios corresponding to PF ratios of 100, 200, 300, and 400. Second, we evaluated the contribution of positive end-expiratory pressure (PEEP) on the relationship between SF and PF, for patients on PEEP in centimeters of water (cm H2O) of <8, 8-12, and >12. Third, we calculated the SOFA scores in a separate cohort of intensive care unit patients using the derived SF ratios and validated them against clinical outcomes.
Results: The total SOFA scores calculated using SF ratios and PF ratios were highly correlated (Spearman's rho 0.85, p < 0.001) in all patients and in the three stratified PEEP categories (<8 cm H2O, Spearman's rho 0.87, p < 0.001; PEEP 8-12 cm H20, Spearman's rho 0.85, p < 0.001; PEEP >12 cm H2O, Spearman's rho 0.85, p < 0.001). The respiratory SOFA scores based on SF ratios and PF ratios correlated similarly with intensive care unit length of stay and ventilator-free days, when validated in a cohort of critically ill patients.
Conclusion: The total and respiratory SOFA scores obtained with imputed SF values correlate with the corresponding SOFA score using PF ratios. Both the derived and original respiratory SOFA scores similarly predict outcomes.
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http://dx.doi.org/10.1097/CCM.0b013e31819cefa9 | DOI Listing |
PLoS One
January 2025
General Surgery, Cancer Center, Department of Vascular Surgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China.
Objective: This retrospective study aimed to explore the association and clinical value of sequential organ failure assessment (SOFA) score on the predictors of adverse events in patients with unruptured abdominal aortic aneurysms (AAA).
Methods: A total of 322 patients from Medical Information Mart for Intensive Care IV database were enrolled. Logistic regression was conducted to explore the association between SOFA and primary outcome (need for surgery, NFS).
Clin Exp Med
January 2025
Pediatrics, Western University, London, ON, Canada.
Sepsis is a major cause of morbidity and mortality worldwide. Among the various types of end-organ damage associated with sepsis, hepatic injury is linked to significantly higher mortality rates compared to dysfunction in other organ systems. This study aimed to investigate potential biomarkers of hepatic injury in sepsis patients through a multi-center, case-control approach.
View Article and Find Full Text PDFHealth Inf Sci Syst
December 2025
Department of Cardiac, Thoracic and Vascular Surgery, National University Hospital, Singapore, Singapore.
Purpose: Real-time risk monitoring is critical but challenging in intensive care units (ICUs) due to the lack of real-time updates for most clinical variables. Although real-time predictions have been integrated into various risk monitoring systems, existing systems do not address uncertainties in risk assessments. We developed a novel framework based on commonly used systems like the Sequential Organ Failure Assessment (SOFA) score by incorporating uncertainties to improve the effectiveness of real-time risk monitoring.
View Article and Find Full Text PDFTunis Med
December 2024
University of Tunis El Manar, Faculty of Medicine of Tunis, La Rabta Tertiary Hospital, Intensive Care Medicine Department, 1007, Tunis, Tunisia.
Unlabelled: Introduction Invasive candidiasis (IC) is a widespread infection in intensive care. As culture-based diagnostic techniques take several days before positivity and leaks of sensitivity. (1,3)-β-D-glucan (BDG) was proposed as a mycological criterion for IC diagnosis in selected patients.
View Article and Find Full Text PDFClin Exp Emerg Med
December 2024
Department of Emergency Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
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