7种评分系统对ICU睡眠呼吸暂停低通气综合征(SAHS)患者28天死亡率及临床指标的预测价值

IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Yingzi Tian, Zifan Zhuang, Mingwan Su, Xiaoyan Yao, Xiyan Wang, Guangxi Li
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引用次数: 0

摘要

背景和目的:睡眠呼吸暂停低通气综合征(SAHS)是一种慢性疾病,与睡眠期间反复发生的上呼吸道塌陷有关,并且与ICU患者较低的住院死亡率相关。本研究评估了7个ICU评分系统(顺序器官衰竭评估(SOFA)、急性生理评分III (APSIII)、全身炎症反应综合征(SIRS)、简化急性生理评分II (SAPSII)、牛津急性疾病严重程度评分(OASIS)、格拉斯哥昏迷评分(GCS)和Charlson共病指数(CCI))对SAHS患者28天全因死亡率的预测效果。方法:从MIMIC-IV数据库中提取ICU首次入院患者的数据,使用R、SPSS和GraphPad Prism进行分析。单因素和多因素回归分析确定了死亡率的独立危险因素。我们使用校准曲线和Hosmer-Lemeshow检验来评估评分系统的预测准确性。决策曲线分析(DCA)和受试者工作特征(ROC)曲线评估评分系统的预测性能。结果:研究显示,与幸存者相比,死亡患者的SOFA、APSIII、SIRS、SAPSII、OASIS和CCI评分较高,但GCS评分较低。在预测死亡率方面,SAPSII和APSIII表现出最高的净效益和曲线下面积(AUC)值,其中APSIII表现出最高的敏感性,CCI表现出最高的特异性。Kaplan-Meier分析显示SAPSII和APSIII低危亚组的死亡风险较低。结论:本研究的SAPSII评分不仅具有稳健性,而且具有较高的临床净效益和判别能力。APSIII在预测死亡率结果方面表现出最高的敏感性。CCI的特殊性强调了解决合并症的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predictive value of seven scoring systems for 28-day mortality in ICU patients with Sleep apnea-hypopnea syndrome (SAHS) and clinical indicators.

Background and objective: Sleep apnea-hypopnea syndrome (SAHS) is a chronic condition linked to recurrent upper airway collapse during sleep and has been associated with lower in-hospital mortality in ICU patients. This study evaluates the predictive efficacy of seven ICU scoring systems (Sequential Organ Failure Assessment (SOFA), Acute Physiology Score III (APSIII), Systemic Inflammatory Response Syndrome (SIRS), Simplified Acute Physiology Score II (SAPSII), Oxford Acute Severity of Illness Score (OASIS), Glasgow Coma Scale (GCS), and Charlson Comorbidity Index (CCI)) for 28-day all-cause mortality in SAHS patients.

Methods: Data from first-time ICU admissions were extracted from the MIMIC-IV database and analyzed using R, SPSS, and GraphPad Prism. Univariate and multivariate regression analyses identified independent risk factors for mortality. We evaluated the predictive accuracy of the scoring systems using calibration curves and the Hosmer-Lemeshow test. Decision curve analysis (DCA) and receiver operating characteristic (ROC) curves assessed the predictive performance of scoring systems.

Results: The study showed that deceased patients had higher SOFA, APSIII, SIRS, SAPSII, OASIS, and CCI scores but lower GCS scores compared to survivors. SAPSII and APSIII demonstrated the highest net benefit and the area under the curve (AUC) values for predicting mortality, with APSIII showing the highest sensitivity and CCI the highest specificity. Kaplan-Meier analysis indicated lower mortality risk in low-risk subgroups of SAPSII and APSIII.

Conclusion: SAPSII score in this study demonstrated not only robust calibration but also showed high clinical net benefit and discriminative ability. APSIII demonstrated the highest sensitivity in predicting mortality outcomes. The CCI's specificity underscores the importance of addressing comorbidities.

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来源期刊
European Journal of Medical Research
European Journal of Medical Research 医学-医学:研究与实验
CiteScore
3.20
自引率
0.00%
发文量
247
审稿时长
>12 weeks
期刊介绍: European Journal of Medical Research publishes translational and clinical research of international interest across all medical disciplines, enabling clinicians and other researchers to learn about developments and innovations within these disciplines and across the boundaries between disciplines. The journal publishes high quality research and reviews and aims to ensure that the results of all well-conducted research are published, regardless of their outcome.
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