实用医学杂志 ›› 2022, Vol. 38 ›› Issue (13): 1589-1594.doi: 10.3969/j.issn.1006⁃5725.2022.13.004

• 专题报道 • 上一篇    下一篇

结核病患者多重耐药菌定植或感染预判模型的构建

沈含章1 夏加伟1 刘莉1 张乐1 祁飞1 白彬1 黄红丽2    

  1. 昆明市第三人民医院1 重症医学科,2 行政办公室(昆明 650200)

  • 出版日期:2022-07-10 发布日期:2022-07-10
  • 通讯作者: 黄红丽 E⁃mail:1602062713@qq.com
  • 基金资助:
    云南省科技厅地方高校联合专项(编号:202001BA070001⁃063);云南省教育厅科学科研基金项目(编号:2020J0612)

Establishment of risk model of colonization or infection of multidrug⁃resistant bacterial in tuberculosispa⁃ tients

SHEN Hanzhang*,XIA Jiawei,LIU Li,ZHANG Le,QI Fei,BAI Bin,HUANG Hongli.   

  1. Department of ICU,the Third People′s Hospital of Kunming City,Kunming 650200,China

  • Online:2022-07-10 Published:2022-07-10
  • Contact: HUANG Hongli E⁃mail:1602062713@qq.com

摘要:

目的 本文旨在通过筛查针对结核病患者院内多重耐药菌(MDRO)定植或感染的预判指 标,为构建结核病患者院内 MDRO 风险模型提供依据,以预测结核病患者发生院内 MDRO 感染的风险概率。方法 选取 2020 1 月至 2021 3 月在 ICU 住院超过 48 h 125 例结核病患者进行回顾性分析,非 MDRO组60例,MDRO组65例。通过运用单因素分析法结合ICU特点寻找可能引起MDRO感染风险的因素。 采用 logistic 回归分析方法构建 MDRO 感染的预判指标,继而通过受试者工作曲线(ROC)比较不同指标的 预测诊断价值。结果 单因素分析包含年龄、有创机械通气、留置尿管等12 个因素。其中,有创机械通气、 留置尿管、留置鼻胃肠管等 8 个因素在两组间差异有统计学意义(P < 0.05);logistic 回归分析得出留置鼻 胃肠管、纤维支气管镜肺泡灌洗、ICU 住院时间等 3 个变量的误判率为 21.6%,提示模型的预判效果较理想;通过对比 6 项不同侵入性操作导管留置时间对结核病患者发生 MDRO 定植/感染的影响得出,除留置 胸、腹腔引流管外,其余操作对结核病患者是否发生 MDRO 定植/感染的相关性显著(P < 0.01);以留置鼻 胃肠管、纤维支气管镜肺泡灌洗、ICU 住院时间及联合因子计算结核病患者 MDRO 定植/感染风险预测的 ROC 曲线下面积,联合因子对结核病患者是否定植/感染 MDRO 的诊断效果最佳。结论 留置鼻胃肠管、 纤维支气管镜肺泡灌洗、ICU 住院时间数及其联合因子对结核病患者是否定植或感染 MDRO 的风险预判 有意义,联合因子的预测概率优于单一指标,值得临床推广应用。

关键词:

多重耐药菌, 结核病, 预测

Abstract:

Objective To establish a risk model for tuberculosis patients with MDRO infection so as to predict the risk probability of nosocomial infection caused by MDRO in tuberculosis patients. Methods A retrospec⁃ tive analysis was performed on 125 tuberculosis patients hospitalized for more than 48 hours in ICU from January 2020 to March 2021. Patients were divided into MDRO group(n = 65)and non⁃MDRO group(n = 60)Through single factor analysis combined with ICU characteristics,factors that may contribute to the risk of MDRO infection were analyzed. Logistic regression analysis was used to construct the risk model of MDRO infection ,then the predictive diagnostic value of different indexes was compared by receiver operating characteristic. Results Single⁃ factor analysis showed that eight factors such as invasive mechanical ventilation,indwelling urinary tube,indwelling nasal gastrointestinal tube showed statistical significance(P < 0.05). Logistic regression analysis showed that the misjudgment rate of the risk model was 21.6% for the three variables including placement of nasal gastrointestinal tube,bronchoscopic alveolar lavage and length of ICU stay,which indicated good prediction effect of the risk mode. By comparing the effect of the number of days of indwelling catheters for different types of invasive proce⁃ dures on whether patients developed multidrug⁃resistant bacterial colonization/infection,it was concluded that the operations except placement of thoracic and abdominal drainage tubes were significantly correlated with the occur⁃ rence of multidrug⁃resistant bacteria in tuberculosis patients(P < 0.01). For the area under ROC curve of MDRO colonization/infection risk prediction of tuberculosis patients based on the placement of nasal gastrointestinal tube bronchoscopic alveolar lavage,ICU stay and the combined factor. The combined factor is most effective in determin⁃ ing whether a tuberculosis patient has colonization/infection MDRO. Conclusion Indwelling nasal gastrointestinal catheter,bronchoscopic alveolar lavage,length of ICU stay and the combined factor are significant for risk predic⁃tion of MDRO colonization/infection in tuberculosis patients. The prediction probability of combined factors is better than that of single factor.

Key words:

multidrug?resistant bacterial, tuberculosis, prediction