Diskumpon Nipon, Ularnkul Busabong, Srivilaithon Winchana, Phungoen Pariwat, Daorattanachai Kiattichai
Department of emergency medicine, Faculty of medicine, Thammasat University, Pathum Thani, Thailand.
Department of emergency medicine, Faculty of medicine, Khon Kaen University, Khon Kaen, Thailand.
Arch Acad Emerg Med. 2025 Jan 12;13(1):e24. doi: 10.22037/aaemj.v13i1.2407. eCollection 2025.
The National Early Warning Score (NEWS) is commonly used to identify patients at high mortality risk. However, it has notable limitations. In this study, to enhance the accuracy, we revised it and evaluated the performance of modified NEWS (MNEWS) in predicting the outcomes of suspected sepsis patients.
This single-center, prospective cohort study was conducted on patients with suspected sepsis to evaluate the accuracy of MNEWS in predicting mortality, survival to discharge, vasopressor requirements, and the need for mechanical ventilation. The MNEWS comprises the NEWS variables plus age, chronic major organ dysfunction, malignancy, functional status, and specific infected organ involvement. Sensitivity, specificity, likelihood ratio (LR), and area under the receiver operating characteristic curve (AUROC) were used to evaluate the performance of the MNEWS in predicting the studied outcomes.
Of the 1,393 patients included in this study, 209 died. Mean MNEWS was significantly higher in non-survivors than survivors (19.8 vs. 14.9, p<0.001). The AUROC of MNEWS in predicting 30-day mortality was 0.82 (95% CI: 0.79-0.85). MNEWS ≥ 18 had the highest accuracy for 30-day mortality prediction with 76.1% sensitivity, 75% specificity, positive LR of 3.13, and AUROC of 0.76 (95% CI: 0.73-0.79). The AUROC of MNEWS ≥18 for predicting survival until discharge, need for vasopressors, and need for mechanical ventilation were 0.75 (95% CI: 0.72-0.78), 0.72 (95% CI: 0.69-0.75), and 0.76 (95% CI: 0.73-0.79), respectively. Additionally, MNEWS ≥18 demonstrated superior predictive performance, compared with NEWS ≥7 and qSOFA ≥2 for various clinical outcomes.
The MNEWS was similar to the NEWS in overall predictive accuracy for 30-day mortality but exhibited a higher predictive accuracy than did the qSOFA score. Notably, MNEWS ≥18 was a significant indicator of 30-day mortality risk, as well as the likelihood of requiring vasopressors, survival to discharge, and 7-day mortality.
国家早期预警评分(NEWS)常用于识别高死亡风险患者。然而,它有显著局限性。在本研究中,为提高准确性,我们对其进行了修订,并评估了改良后的NEWS(MNEWS)对疑似脓毒症患者预后的预测性能。
本单中心前瞻性队列研究针对疑似脓毒症患者开展,以评估MNEWS在预测死亡率、出院存活、血管活性药物需求及机械通气需求方面的准确性。MNEWS包括NEWS变量以及年龄、慢性主要器官功能障碍、恶性肿瘤、功能状态和特定感染器官受累情况。采用灵敏度、特异度、似然比(LR)及受试者工作特征曲线下面积(AUROC)来评估MNEWS在预测所研究预后方面的性能。
本研究纳入的1393例患者中,209例死亡。非存活者的平均MNEWS显著高于存活者(19.8对14.9,p<0.001)。MNEWS预测30天死亡率的AUROC为0.82(95%CI:0.79 - 0.85)。MNEWS≥18对30天死亡率预测的准确性最高,灵敏度为76.1%,特异度为75%,阳性似然比为3.13,AUROC为0.76(95%CI:0.73 - 0.79)。MNEWS≥18预测出院存活、血管活性药物需求及机械通气需求的AUROC分别为0.75(95%CI:0.72 - 0.78)、0.72(95%CI:0.69 - 0.75)和0.76(95%CI:0.73 - 0.79)。此外,与NEWS≥7和qSOFA≥2相比,MNEWS≥18在各种临床结局方面表现出更优的预测性能。
MNEWS在30天死亡率的总体预测准确性方面与NEWS相似,但预测准确性高于qSOFA评分。值得注意的是,MNEWS≥18是30天死亡风险以及血管活性药物需求可能性、出院存活和7天死亡率的重要指标。