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年龄调整 Charlson 共病指数是预测心脏骤停患者住院死亡率的有效指标:一项回顾性研究。

Age-adjusted Charlson Comorbidity Index as effective predictor for in-hospital mortality of patients with cardiac arrest: a retrospective study.

机构信息

Emergency Department, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, China.

出版信息

BMC Emerg Med. 2023 Jan 26;23(1):7. doi: 10.1186/s12873-022-00769-4.

Abstract

BACKGROUND

Cardiac arrest is currently one of the leading causes of mortality in clinical practice, and the Charlson Comorbidity Index (CCI) is widely utilized to assess the severity of comorbidities. We aimed to evaluate the relationship between the age-adjusted CCI score and in-hospital mortality in intensive care unit (ICU) patients with the diagnosis of cardiac arrest, which is important but less explored previously.

METHODS

This was a retrospective study including patients aged over 18 years from the MIMIC-IV database. We calculated the age-adjusted CCI using age information and ICD codes. The univariate analysis for varied predictors' differences between the survival and the non-survival groups was performed. In addition, a multiple factor analysis was conducted based on logistic regression analysis with the primary result set as hospitalization death. An additional multivariate regression analysis was conducted to estimate the influence of hospital and ICU stay.

RESULTS

A total of 1772 patients were included in our study, with median age of 66, among which 705 (39.8%) were female. Amongst these patients, 963 (54.3%) died during the hospitalization period. Patients with higher age-adjusted CCI scores had a higher likelihood of dying during hospitalization (P < 0.001; OR: 1.109; 95% CI: 1.068-1.151). With the age-adjusted CCI incorporated into the predictive model, the area under the receiver operating characteristic curve was 0.794 (CI: 0.773-0.814), showing that the prediction model is effective. Additionally, patients with higher age-adjusted CCI scores stayed longer in the hospital (P = 0.026, 95% CI: 0.056-0.896), but there was no significant difference between patients with varied age-adjusted CCI scores on the days of ICU stay.

CONCLUSION

The age-adjusted CCI is a valid indicator to predict death in ICU patients with cardiac arrest, which can offer enlightenment for both theory literatures and clinical practice.

摘要

背景

心脏骤停是目前临床实践中导致死亡的主要原因之一,Charlson 合并症指数(CCI)广泛用于评估合并症的严重程度。我们旨在评估年龄调整后的 CCI 评分与 ICU 心脏骤停患者住院死亡率之间的关系,这一点很重要,但之前研究较少。

方法

这是一项回顾性研究,纳入了来自 MIMIC-IV 数据库的年龄大于 18 岁的患者。我们使用年龄信息和 ICD 编码计算年龄调整后的 CCI。对生存组和非生存组之间各种预测因素差异进行单因素分析。此外,基于 logistic 回归分析的多因素分析以主要结果集作为住院死亡。进行了额外的多变量回归分析,以估计住院时间和 ICU 停留时间的影响。

结果

本研究共纳入 1772 例患者,中位年龄为 66 岁,其中 705 例(39.8%)为女性。这些患者中,963 例(54.3%)在住院期间死亡。年龄调整后的 CCI 评分较高的患者住院期间死亡的可能性更高(P<0.001;OR:1.109;95%CI:1.068-1.151)。将年龄调整后的 CCI 纳入预测模型后,ROC 曲线下面积为 0.794(CI:0.773-0.814),表明预测模型有效。此外,年龄调整后的 CCI 评分较高的患者住院时间较长(P=0.026,95%CI:0.056-0.896),但不同年龄调整后的 CCI 评分的患者 ICU 停留时间无显著差异。

结论

年龄调整后的 CCI 是预测 ICU 心脏骤停患者死亡的有效指标,可为理论文献和临床实践提供启示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2e6/9878885/3513b164d55c/12873_2022_769_Fig1_HTML.jpg

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