Ng Mei Li, Kuan Win Sen, Pakkiri Leroy Sivappiragasam, Goh Eugene Chen Howe, Wu Lik Hang, Drum Chester Lee
Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Emergency Medicine Department, National University Hospital, National University Health System, Singapore, Singapore.
Front Med (Lausanne). 2022 Nov 25;9:1033083. doi: 10.3389/fmed.2022.1033083. eCollection 2022.
We aimed to determine primary markers of oxidative stress (OS) in ED patients which predict hospital length of stay (LoS), intensive care unit (ICU) LoS, and sepsis severity.
This prospective, single center observational study was conducted in adult patients recruited from the ED who were diagnosed with either sepsis, infection without sepsis, or non-infectious, age-matched controls. 290 patients were admitted to the hospital and 24 patients had direct admission to the ICU. A panel of 269 OS and related metabolic markers were profiled for each cohort. Clinical outcomes were direct ICU admission, hospital LoS, ICU LoS, and , adjudicated sepsis severity scoring. Bonferroni correction was used for pairwise comparisons. Principal component regression was used for dimensionality reduction and selection of plasma metabolites associated with sepsis. Multivariable negative binomial regression was applied to predict admission, hospital, and ICU LoS.
Homoarginine (hArg) was the top discriminator of sepsis severity [sepsis vs. control: ROC-AUC = 0.86 (95% CI 0.81-0.91)], [sepsis vs. infection: ROC-AUC = 0.73 (95% CI 0.68-0.78)]. The 25th percentile of hArg [odds ratio (OR) = 8.57 (95% CI 1.05-70.06)] was associated with hospital LoS [IRR = 2.54 (95% CI 1.83-3.52)] and ICU LOS [IRR = 18.73 (95% CI 4.32-81.27)]. In prediction of outcomes, hArg had superior performance compared to arginine (Arg) [hArg ROC-AUC = 0.77 (95% CI 0.67-0.88) vs. Arg ROC-AUC = 0.66 (95% CI 0.55-0.78)], and dimethylarginines [SDMA ROC-AUC 0.68 (95% CI 0.55-0.79) and ADMA ROC-AUC = 0.68 (95% CI 0.56-0.79)]. Ratio of hArg and Arg/NO metabolic markers and creatinine clearance provided modest improvements in clinical prediction.
Homoarginine is associated with sepsis severity and predicts hospital and ICU LoS, making it a useful biomarker in guiding treatment decisions for ED patients.
我们旨在确定急诊患者氧化应激(OS)的主要标志物,这些标志物可预测住院时间(LoS)、重症监护病房(ICU)住院时间及脓毒症严重程度。
这项前瞻性单中心观察性研究纳入了从急诊招募的成年患者,这些患者被诊断为脓毒症、无脓毒症的感染或非感染性疾病,同时纳入年龄匹配的对照组。290例患者入院治疗,24例患者直接入住ICU。对每个队列的269种OS及相关代谢标志物进行分析。临床结局指标包括直接入住ICU、住院LoS、ICU LoS以及判定的脓毒症严重程度评分。采用Bonferroni校正进行两两比较。主成分回归用于降维和选择与脓毒症相关的血浆代谢物。应用多变量负二项回归预测入院、住院及ICU LoS。
高精氨酸(hArg)是脓毒症严重程度的最佳鉴别指标[脓毒症 vs. 对照组:ROC-AUC = 0.86(95% CI 0.81-0.91)],[脓毒症 vs. 感染:ROC-AUC = 0.73(95% CI 0.68-0.78)]。hArg的第25百分位数[比值比(OR)= 8.57(95% CI 1.05-70.06)]与住院LoS[发病率比(IRR)= 2.54(95% CI 1.83-3.52)]和ICU LOS[IRR = 18.73(95% CI 4.32-81.27)]相关。在结局预测方面,与精氨酸(Arg)相比,hArg表现更优[hArg的ROC-AUC = 0.77(95% CI 0.67-0.88) vs. Arg的ROC-AUC = 0.66(95% CI 0.55-0.78)],与二甲基精氨酸相比也是如此[对称二甲基精氨酸(SDMA)的ROC-AUC为0.68(95% CI 0.55-0.79),非对称二甲基精氨酸(ADMA)的ROC-AUC = 0.68(95% CI 0.56-0.79)]。hArg与Arg/NO代谢标志物的比值及肌酐清除率在临床预测方面有适度改善。
高精氨酸与脓毒症严重程度相关,并可预测住院及ICU LoS,使其成为指导急诊患者治疗决策的有用生物标志物。