实用医学杂志 ›› 2021, Vol. 37 ›› Issue (13): 1655-1659.doi: 10.3969/j.issn.1006⁃5725.2021.13.002

• 新型冠状病毒肺炎专栏 • 上一篇    下一篇

倾向性评分匹配分析新型冠状病毒肺炎危重症的影响因素

李晴

李晴   

  1. 武汉市第三医院心肺功能科(武汉430060)

  • 出版日期:2021-07-10 发布日期:2021-07-10
  • 基金资助:

    武汉市卫生健康委员会项目(编号:EX20E10)

Propensity score matching analysis of risk factors of severe and critical patients with COVID⁃19

LI Qing.   

  1. Department of Cardiac⁃pulmonary Function,Third Hospital of Wuhan,Wuhan Hubei 430060,China

  • Online:2021-07-10 Published:2021-07-10

摘要:

目的 倾向性评分匹配(propensity score matching analysis,PSM)分析新型冠状病毒肺炎危重症患者的影响因素。方法 连续选取 2020年1月27日至2020年3月18日于武汉市第三医院就诊的新型冠状病毒肺炎(COVID⁃19)患者共292例。根据临床分型分为两组:普通型(包括轻症)组和危重型(包括重型)组,经PSM 1∶2后普通型(包括轻症)组101例,危重型(包括重型)组64例。通过电子病历系统收集患者入院的临床基线资料和心电图资料。采用Cox回归模型分析COVID⁃19患者发生危重症的危险指标,以及危重症患者死亡的影响因素。结果 (1)PSM前两组患者的年龄、性别比、高血压病、冠心病史以及合并≥ 2种心血管系统疾病比率差异有统计学意义(P<0.05),但PSM后两组患者的年龄、性别比、心血管系统疾病史差异均无统计学意义(P>0.05);PSM 前两组患者的白细胞计数和淋巴细胞计数差异有统计学意义(P <0.05),PSM 后仅白细胞计数差异有统计学意义(P<0.05);PSM 前后观察组患者的 CRP 升高,血钙降低,病死率高,差异均有统计学意义(P<0.05)。(2)PSM 前两组患者的心电图改变在早搏、ST 段凹面型上抬以及全导联T波低平改变方面差异有统计学意义(P<0.05),但PSM后仅ST段凹面型上抬改变差异有统计学意义(P<0.05)。(3)COVID⁃19 危重症患者危险指标的 Cox 回归分析显示:在校正了年龄、性别、淋巴细胞计数、超敏肌钙蛋白 I(hs⁃TNI)、血钙混杂因素后,SpO2、白细胞计数和CRP是COVID⁃19患者发生危重症的影响因素,OR 值分别为:1.059(95%CI:1.003 ~ 1.119,P<0.05)、0.938(95%CI:0.921 ~ 0.955,P<0.05)、1.004(95%CI:1.001 ~ 1.007);ST 段凹面型上抬不是 COVID⁃19 患者发生危重症的危险指标,而是 COVID⁃19 危重症患者死亡的预测指标,OR 值为3.095(95%CI:1.657 ~ 5.782,P<0.05)。结论 经倾向性匹配分析,入院SPO2降低,CRP、白细胞计数升高,是COVID⁃19患者发生危重症的影响因素,除年龄大、SPO2降低外,ST段凹面型上抬是危重型COVID⁃19患者死亡的影响因素。

关键词:

新型冠状病毒肺炎, 危重症, 危险因素, 心电图, 倾向性评分匹配 ,

Abstract:

Objective To explore the high risk factors associated with severe and critical patients withcoronavirus disease⁃2019(COVID⁃19)by propensity score matching analysis(PSM),and to improve the ability ofthe early recognition and intervention,and thus to realize higher survival rate of these patients. Methods 292 patientswith laboratory confirmed COVID⁃19 admitted to the Third Hospital of Wuhan from January 27,2020 to March 18,2020 were selected. According to the symptoms,the patients were divided into two groups:213 mild/moderatepatients and 79 severe/critical patients. By PSM,a total of 165 cases were included,of which 101 were mild/mod⁃erate patients and 65 were severe/critical patients. Baseline characteristics,laboratory findings,clinical outcomeand ECG data of these patients were collected,and the risk factors of severe/critical patients with COVID⁃19 andtheir outcome were explored by using a COX model. Results Before PSM,The difference of age,sex,hyperten⁃sion,coronary heart disease history and the ratio of cardiovascular diseases with or less than 2 types of cardiovascu⁃lar system was statistically significant between the two groups. However,after PSM,there were no significant differ⁃ences(P > 0.05). There were significant differences in WBC count and lymphocyte count between the two groupsbefore PSM(P < 0.05),while only WBC count after PSM was statistically significant(P < 0.05). CRP increased,blood calcium decreased and mortality was high in observation group before and after PSM,and the differenceswere statistically significant(P < 0.05). There were significant differences in ECG changes between the two groupsbefore PSM in premature beat,concave ST segment elevation and T wave depression(P < 0.05),but only the con⁃cave ST segment elevation after PSM was statistically significant(P < 0.05) Cox regression analysis showed that SpO2,WBC count and CRP were risk factors of severe/critical COVID⁃19 patients after adjusting for age,gender,lymphocyte count,hs ⁃TnI and blood calcium,the odds ratios(OR)were respectively 1.059(95% CI:1.003 ~1.119,P < 0.05),0.938(95% CI:0.921 ~ 0.955,P < 0.05),1.004(95% CI:1.001 ~ 1.007,P < 0.05). ConcaveST segment elevation was not a risk factor for severe covid⁃19 patients,but an independent risk factor for death inCOVID⁃19 patients,OR was 3.095(95% CI:1.657 ~ 5.782,P < 0.05). Conclusion According to propensitymatching analysis,decreased SpO2,increased white blood cell count and CRP were risk factors for severe covid⁃19patients. In addition to older age and decreased SpO2,concave ST segment elevation was an independent risk factorfor death in severe/critical COVID⁃19 patients.

Key words:

corona virus disease 2019, severe type, risk factors, ECG, propensity score matching