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脓毒症患者行 ICU 外微创治疗的特征和预测因素。

CHARACTERISTICS AND PREDICTORS OF PATIENTS WITH SEPSIS WHO ARE CANDIDATES FOR MINIMALLY INVASIVE APPROACH OUTSIDE OF INTENSIVE CARE UNIT.

机构信息

Department of Hospital Medicine, Mayo Clinic Health System Mankato, MN, USA.

Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.

出版信息

Shock. 2023 May 1;59(5):702-707. doi: 10.1097/SHK.0000000000002112. Epub 2023 Mar 8.

Abstract

Objective: To identify and describe characteristics of patients with sepsis who could be treated with minimally invasive sepsis (MIS) approach without intensive care unit (ICU) admission and to develop a prediction model to select candidates for MIS approach. Methods: A secondary analysis of the electronic database of patients with sepsis at Mayo Clinic, Rochester, MN. Candidates for the MIS approach were adults with septic shock and less than 48 hours of ICU stay, who did not require advanced respiratory support and were alive at hospital discharge. Comparison group consisted of septic shock patients with an ICU stay of more than 48 hours without advanced respiratory support at the time of ICU admission. Results: Of 1795 medical ICU admissions, 106 patients (6%) met MIS approach criteria. Predictive variables (age >65 years, oxygen flow >4 L/min, temperature <37°C, creatinine >1.6 mg/dL, lactate >3 mmol/L, white blood cells >15 × 10 9 /L, heart rate >100 beats/min, and respiration rate >25 breaths/min) selected through logistic regression were translated into an 8-point score. Model discrimination yielded the area under the receiver operating characteristic curve of 79% and was well fitted (Hosmer-Lemeshow P = 0.94) and calibrated. The MIS score cutoff of 3 resulted in a model odds ratio of 0.15 (95% confidence interval, 0.08-0.28) and a negative predictive value of 91% (95% confidence interval, 88.69-92.92). Conclusions: This study identifies a subset of low-risk septic shock patients who can potentially be managed outside the ICU. Once validated in an independent, prospective sample our prediction model can be used to identify candidates for MIS approach.

摘要

目的

确定和描述可以通过微创脓毒症(MIS)方法治疗而无需入住重症监护病房(ICU)的脓毒症患者的特征,并开发一种预测模型来选择 MIS 方法的候选者。

方法

对明尼苏达州罗切斯特市梅奥诊所的脓毒症电子数据库进行二次分析。MIS 方法的候选者是患有脓毒性休克且 ICU 入住时间少于 48 小时、不需要高级呼吸支持且在出院时存活的成年人。对照组由在 ICU 入住时没有高级呼吸支持但 ICU 入住时间超过 48 小时的脓毒性休克患者组成。

结果

在 1795 例入住 ICU 的患者中,有 106 例(6%)符合 MIS 方法标准。通过逻辑回归选择的预测变量(年龄>65 岁、氧流量>4 L/min、体温<37°C、肌酐>1.6mg/dL、乳酸>3mmol/L、白细胞>15×109/L、心率>100 次/分钟、呼吸频率>25 次/分钟)被转化为 8 分评分。模型的判别力得出的受试者工作特征曲线下面积为 79%,拟合良好(Hosmer-Lemeshow P=0.94)且校准良好。MIS 评分截定点为 3 时,模型比值比为 0.15(95%置信区间,0.08-0.28),阴性预测值为 91%(95%置信区间,88.69-92.92)。

结论

本研究确定了一组潜在可在 ICU 之外进行管理的低危脓毒性休克患者。一旦在独立的前瞻性样本中得到验证,我们的预测模型可用于确定 MIS 方法的候选者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a7bb/10125105/a0b27c173ef0/shock-59-702-g001.jpg

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