[Predictive value of six critical illness scores for 28-day death risk in comprehensive and specialized intensive care unit patients based on MIMIC-IV database].

医学 重症监护室 接收机工作特性 尤登J统计 SAPS II型 病危 疾病严重程度 曲线下面积 沙发评分 重症监护 阿帕奇II 内科学 逻辑回归 弗雷明翰风险评分 器官功能障碍 重症监护医学 疾病 败血症
作者
Shanshan Zhu,Huixin Chen,Xiang Li,Tayier Gulifeire,Sheng Wang,Chunbo Yang,Xiangyou Yu
出处
期刊:PubMed 卷期号:34 (7): 752-758 被引量:3
标识
DOI:10.3760/cma.j.cn121430-20220304-00205
摘要

To explore the basic characteristics of various types of intensive care unit (ICU) patients and the predictive value of six common disease severity scores in critically ill patients on the first day on the 28-day death risk.The general information, disease severity scores [acute physiology score III (APS III), Oxford acute disease severity (OASIS) score, Logistic organ dysfunction score (LODS), simplified acute physiology score II (SAPS II), systemic inflammatory response syndrome (SIRS) score and sequential organ failure assessment (SOFA) score], prognosis and other indicators of critically ill patients admitted from 2008 to 2019 were extracted from Medical Information Mart for Intensive Care-IV 2.0 (MIMIC-IV 2.0). The receiver operator characteristic curve (ROC curve) of six critical illness scores for 28-day death risk of patients in various ICU, and the area under the ROC curve (AUC) was calculated, the optimal Youden index was used to determine the cut-off value, and the AUC of various ICU was verified by Delong method.A total of 53 150 critically ill patients were enrolled, with medical ICU (MICU) accounted for the most (19.25%, n = 10 233), followed by cardiac vascular ICU (CVICU) with 17.78%(n = 9 450), and neurological ICU (NICU) accounted for the least (6.25%, n = 3 320). The patients in coronary care unit (CCU) were the oldest [years old: 71.79 (60.27, 82.33)]. The length of ICU stay in NICU was the longest [days: 2.84 (1.51, 5.49)] and accounted for the highest proportion of total length of hospital stay [63.51% (34.61%, 97.07%)]. The patients in comprehensive ICU had the shortest length of ICU stay [days: 1.75 (0.99, 3.05)]. The patients in CVICU had the lowest proportion of length of ICU stay to total length of hospital stay [27.69% (18.68%, 45.18%)]. The six scores within the first day of ICU admission in NICU patients were lower than those in the other ICU, while APS III, LODS, OASIS, and SOFA scores in MICU patients were higher than those in the other ICU. SAP II and SIRS scores were both the highest in CVICU, respectively. In terms of prognosis, MICU patients had the highest 28-day mortality (14.14%, 1 447/10 233), while CVICU patients had the lowest (2.88%, 272/9 450). ROC curve analysis of the predictive value of each score on the 28-day death risk of various ICU patients showed that, the predictive value of APS III, LODS, and SAPS II in comprehensive ICU were higher [AUC and 95% confidence interval (95%CI) were 0.84 (0.83-0.85), 0.82 (0.81-0.84), and 0.83 (0.82-0.84), respectively]. The predictive value of OASIS, LODS, and SAPS II in surgical ICU (SICU) were higher [AUC and 95%CI were 0.80 (0.79-0.82), 0.79 (0.78-0.81), and 0.79 (0.77-0.80), respectively]. The predictive value of APS III and SAPS II in MICU were higher [AUC and 95%CI were 0.84 (0.82-0.85) and 0.82 (0.81-0.83), respectively]. The predictive value of APS III and SAPS II in CCU were higher [AUC and 95%CI were 0.86 (0.85-0.88) and 0.85 (0.83-0.86), respectively]. The predictive value of LODS and SAPS II in trauma ICU (TICU) were higher [AUC and 95%CI were 0.83 (0.82-0.83) and 0.83 (0.82-0.84), respectively]. The predictive value of OASIS and SAPS II in NICU were higher [AUC and 95%CI were 0.83 (0.80-0.85) and 0.81 (0.78-0.83), respectively]. The predictive value of APS III, LODS, and SAPS II in CVICU were higher [AUC and 95%CI were 0.84 (0.83-0.85), 0.81 (0.80-0.82), and 0.78 (0.77-0.78), respectively].For the patients in comprehensive ICU, MICU, CCU, and CVICU, APS III or SAPS II can be applied for predicting 28-day death risk. For the patients in SICU and NICU, OASIS or SAPS II can be applied to predict 28-day death risk. For the patients in TICU, SAPS II or LODS can be applied for predicting 28-day death risk. For CVICU patients, APS III or LODS can be applied to predict 28-day death risk.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
潘善若完成签到,获得积分10
刚刚
桐桐应助无私愚志采纳,获得10
1秒前
我是老大应助苏苏诺诺2023采纳,获得10
1秒前
Yzy发布了新的文献求助10
2秒前
情怀应助池新辰采纳,获得10
2秒前
xuwen发布了新的文献求助10
4秒前
淡淡老四发布了新的文献求助10
5秒前
希望天下0贩的0应助lxb采纳,获得10
5秒前
追寻电源完成签到,获得积分10
5秒前
chunyu发布了新的文献求助10
8秒前
xx完成签到,获得积分10
8秒前
9秒前
所所应助陈凌雪采纳,获得10
10秒前
10秒前
镜花雪月发布了新的文献求助10
10秒前
10秒前
科研通AI6.1应助研友_8yNO0L采纳,获得10
11秒前
田様应助机智洋采纳,获得10
11秒前
大个应助刻苦的断天采纳,获得10
12秒前
FashionBoy应助刻苦的断天采纳,获得10
12秒前
AllRightReserved应助天天采纳,获得10
13秒前
13秒前
叫哥神手完成签到,获得积分10
15秒前
LL发布了新的文献求助10
15秒前
小马甲应助隐形白亦采纳,获得10
16秒前
JZ133发布了新的文献求助10
16秒前
默默的立辉完成签到,获得积分10
16秒前
所所应助ChenYX采纳,获得10
16秒前
16秒前
脑洞疼应助鱼瑜采纳,获得10
18秒前
科研懒狗发布了新的文献求助10
21秒前
Hello应助Yixin_Niu采纳,获得10
21秒前
LLL应助bknaoy采纳,获得10
21秒前
22秒前
StoneT发布了新的文献求助10
23秒前
24秒前
满意晓绿完成签到,获得积分10
24秒前
24秒前
24秒前
24秒前
高分求助中
Adhesion Science: Principles & Practice 1234
Cold War Transcended: Australia's China Policy, 1949-1990 998
Signals, Systems, and Signal Processing 610
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 600
Testimonial Injustice and Trust 510
久松真一著作集〈第5巻〉禅と芸術 500
Comprehensive Natural Products III 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6626055
求助须知:如何正确求助?哪些是违规求助? 8388172
关于积分的说明 17944539
捐赠科研通 5801717
什么是DOI,文献DOI怎么找? 2962888
邀请新用户注册赠送积分活动 1938017
关于科研通互助平台的介绍 1846387