Objective Effective triage of febrile patients in the emergency department is crucial during times of overcrowding to prioritize care and allocate resources, especially during pandemics. However, available triage tools often require laboratory data and lack accuracy. We aimed to develop a simple and accurate triage tool for febrile patients by modifying the quick Sequential Organ Failure Assessment (qSOFA) score.
Methods We retrospectively analyzed data from 7,303 febrile patients and created modified versions of qSOFA using factors identified through multivariable analysis. The performance of these modified qSOFAs in predicting in-hospital mortality and intensive care unit (ICU) admission was compared using the area under the receiver operating characteristic curve (AUROC).
Results Through multivariable analysis, the identified factors were age (“A” factor), male sex (“M” factor), oxygen saturation measured by pulse oximetry (SpO2; “S” factor), and lactate level (“L” factor). The AUROCs of ASqSOFA (in-hospital mortality: 0.812 [95% confidence interval, 0.789–0.835]; ICU admission: 0.794 [95% confidence interval, 0.771–0.817]) were simple and not inferior to those of other more complex models (e.g., ASMqSOFA, ASLqSOFA, and ASMLqSOFA). ASqSOFA also displayed significantly higher AUROC than other triage scales, such as the Modified Early Warning Score and Korean Triage and Acuity Scale. The optimal cutoff score of ASqSOFA for the outcome was 2, and the score for redistribution to a lower level emergency department was 0.
Conclusion We demonstrated that ASqSOFA can be employed as a simple and efficient triage tool for emergency febrile patients to aid in resource distribution during overcrowding. It also may be applicable in prehospital settings for febrile patient triage.
Citations
Citations to this article as recorded by
Development and validation of a bacteremia prediction score for adult emergency department patients using hybrid machine learning and regression Minha Kim, Min Joon Seo, Jong Eun Park, Minyoung Choi, Hansol Chang, Sejin Heo, Seung Jin Maeng, Gun Tak Lee, Sung Yeon Hwang, Sejoong Ahn, Tae Gun Shin Scientific Reports.2026;[Epub] CrossRef
Objective Hypoxic ischemia (HI) is a secondary insult that can cause fatal neurologic outcomes after traumatic brain injury (TBI), ranging from mild cognitive deficits to persistent vegetative states. We here aimed to unravel the underlying pathological mechanisms of HI injury in a TBI mouse model.
Methods Neurobehavior, neuroinflammation, and oxidative stress were assessed in a mouse model of controlled cortical impact (CCI) injury followed by HI. Mice underwent CCI alone, CCI followed by HI, HI alone, or sham operation. HI was induced by one-vessel carotid ligation with 1 hour of 8% oxygen in nitrogen. Learning and memory were assessed using the novel object recognition test, contextual and cued fear conditioning, and Barnes maze test. Brain cytokine production and oxidative stress-related components were measured.
Results Compared to TBI-only animals, TBI followed by HI mice exhibited significantly poorer survival and health scores, spatial learning and memory in the Barnes maze test, discrimination memory in the novel object recognition test, and fear memory following contextual and cued fear conditioning. Malondialdehyde levels were significantly lower, whereas glutathione peroxidase activity was significantly higher in TBI followed by HI mice compared to TBI-only and sham counterparts, respectively. Interleukin-6 levels were significantly higher in TBI followed by HI mice compared to both TBI-only and sham animals.
Conclusion Post-traumatic HI aggravated deficits in spatial, fear, and discrimination memory in an experimental TBI mouse model. Our results suggest that increased neuroinflammation and oxidative stress contribute to HI-induced neurobehavioral impairments after TBI.
Citations
Citations to this article as recorded by
The immunological landscape of traumatic brain injury: insights from pathophysiology to experimental models Matthew Abikenari, Joseph H. Ha, Justin Liu, Alexander Ren, Kwang Bog Cho, Jaejoon Lim, Lily H. Kim, Ravi Medikonda, John Choi, Michael Lim Frontiers in Neurology.2025;[Epub] CrossRef
The long-term influences of age at injury on neuroinflammation and neuronal apoptosis following traumatic brain injury in pediatric and adult mice Jin-Soo Park, Hyun-Jeong Park, Young-Min Kim, Hyun-Seok Chai, Gwan Jin Park, Sang-Chul Kim, Gyeong-Gyu Yu, Suk-Woo Lee, Hoon Kim Clinical and Experimental Emergency Medicine.2025; 12(3): 267. CrossRef
Chronic juvenile stress exacerbates neurobehavioral dysfunction and neuroinflammation following traumatic brain injury in adult mice Sung-Jin Park, Hyun-Jeong Park, Backyoun Kim, Young-Min Kim, Suk-Woo Lee, Hoon Kim Clinical and Experimental Emergency Medicine.2023; 10(2): 200. CrossRef