Centre for Healthcare Modelling & Informatics, University of Portsmouth, Portsmouth, UK.
Centre of Postgraduate Medical Research & Education (CoPMRE), Faculty of Health and Social Sciences, Bournemouth University, Bournemouth, BH1 3LT, UK.
Resuscitation. 2021 Feb;159:150-157. doi: 10.1016/j.resuscitation.2020.10.039. Epub 2020 Nov 8.
Since the introduction of the UK's National Early Warning Score (NEWS) and its modification, NEWS2, coronavirus disease 2019 (COVID-19), has caused a worldwide pandemic. NEWS and NEWS2 have good predictive abilities in patients with other infections and sepsis, however there is little evidence of their performance in COVID-19.
Using receiver-operating characteristics analyses, we used the area under the receiver operating characteristic (AUROC) curve to evaluate the performance of NEWS or NEWS2 to discriminate the combined outcome of either death or intensive care unit (ICU) admission within 24 h of a vital sign set in five cohorts (COVID-19 POSITIVE, n = 405; COVID-19 NOT DETECTED, n = 1716; COVID-19 NOT TESTED, n = 2686; CONTROL 2018, n = 6273; CONTROL 2019, n = 6523).
The AUROC values for NEWS or NEWS2 for the combined outcome were: COVID-19 POSITIVE, 0.882 (0.868-0.895); COVID-19 NOT DETECTED, 0.875 (0.861-0.89); COVID-19 NOT TESTED, 0.876 (0.85-0.902); CONTROL 2018, 0.894 (0.884-0.904); CONTROL 2019, 0.842 (0.829-0.855).
The finding that NEWS or NEWS2 performance was good and similar in all five cohorts (range = 0.842-0.894) suggests that amendments to NEWS or NEWS2, such as the addition of new covariates or the need to change the weighting of existing parameters, are unnecessary when evaluating patients with COVID-19. Our results support the national and international recommendations for the use of NEWS or NEWS2 for the assessment of acute-illness severity in patients with COVID-19.
自英国国家早期预警评分(NEWS)及其修订版 NEWS2 推出以来,2019 年冠状病毒病(COVID-19)已在全球范围内流行。NEWS 和 NEWS2 在其他感染和败血症患者中具有良好的预测能力,但在 COVID-19 中的表现证据甚少。
使用受试者工作特征曲线分析,我们使用受试者工作特征曲线下的面积(AUROC)评估 NEWS 或 NEWS2 区分在五个队列(COVID-19 阳性,n=405;COVID-19 未检出,n=1716;COVID-19 未检测,n=2686;2018 年对照,n=6273;2019 年对照,n=6523)中生命体征设定后 24 小时内死亡或入住重症监护病房(ICU)的综合结局的性能。
NEWS 或 NEWS2 对综合结局的 AUROC 值分别为:COVID-19 阳性,0.882(0.868-0.895);COVID-19 未检出,0.875(0.861-0.89);COVID-19 未检测,0.876(0.85-0.902);2018 年对照,0.894(0.884-0.904);2019 年对照,0.842(0.829-0.855)。
NEWS 或 NEWS2 在所有五个队列中的表现均良好且相似(范围为 0.842-0.894)的发现表明,在评估 COVID-19 患者时,无需对 NEWS 或 NEWS2 进行修订,例如添加新的协变量或需要更改现有参数的权重。我们的结果支持使用 NEWS 或 NEWS2 评估 COVID-19 患者急性疾病严重程度的国家和国际建议。