一种识别严重COVID-19和多器官损伤的新预测模型:血小板与crp比率

Wei Chen, Kenneth I. Zheng, Saiduo Liu, Chongyong Xu, Chao Xing, Zengpei Qiao
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引用次数: 0

摘要

目的针对新出现的病毒变异和全球大流行,迫切需要探索有效的疾病严重程度预测模型。方法探讨血小板与crp比值(PC ratio)能否预测COVID-19的严重程度及多器官损伤。在通过qRT-PCR确认SARS-CoV-2感染后,加入了抱怨肺部或胃肠道症状的患者。那些抱怨胃肠道症状的人被定义为最初胃肠道受累。然后根据临时治疗指南进行胸部计算机断层扫描(CT),将患者分为轻、中、重度肺炎组。同时对粪便进行qRT-PCR检测,以识别通过胃肠道排出病毒的粪便。应用Logistic回归模型分析PC率与肺炎严重程度、初始胃肠道受累风险和多器官损伤之间的关系。结果与PC比底五分位数比较,中重度肺炎的校正优势比分别为- 0.51,p < 0.001和- 0.53,p < 0.001。此外,与PC比率的最低五分位数相比,初始胃肠道受累的校正优势比为0.18(低82%),p=0.005。中重度肺炎和初始胃肠道受累的ROC下面积分别为0.836 (95% CI: 0.742, 0.930, p < 0.001)和0.721 (95% CI: 0.604, 0.839, p=0.002)。PC比较高的三分之一的天冬氨酸转氨酶(p=0.016)和乳酸脱氢酶(p < 0.001)水平较低。结论血小板与crp比值可作为识别重症COVID-19及多器官损伤的有效模型。
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A Novel Predictive Model in Recognizing Severe COVID-19 and Multiorgan Injuries: Platelet-to-CRP Ratio
Aims In view of the emerging virus variations and pandemic worldwide, it is urgent to explore effective models predicting disease severity. Methods We aimed to investigate whether platelet-to-CRP ratio (PC ratio) could predict the severity of COVID-19 and multi-organ injuries. Patients who complained of pulmonary or gastrointestinal symptoms were enrolled after confirmation of SARS-CoV-2 infection via qRT-PCR. Those who complained of gastrointestinal symptoms were defined as having initial gastrointestinal involvement. Chest computed tomography (CT) was then performed to classify the patients into mild, moderate, and severe pneumonia groups according to the interim management guideline. qRT-PCR was also performed on stool to discern those discharging virus through the gastrointestinal tract. Logistic regression models were applied to analyze the association between PC ratio and severity of pneumonia, risk of initial gastrointestinal involvement, and multi-organ injuries. Results When compared to the bottom tertile of PC ratio, the adjusted odds ratio was −0.51, p < 0.001 and −0.53, p < 0.001 in moderate and severe pneumonia, respectively. Furthermore, the adjusted odds ratio for initial gastrointestinal involvement was 0.18 (82% lower) when compared to the bottom tertile of PC ratio, p=0.005. The area under ROC on moderate-to-severe pneumonia and initial gastrointestinal involvement was 0.836 (95% CI: 0.742, 0.930, p < 0.001) and 0.721 (95% CI: 0.604, 0.839, p=0.002), respectively. The upper tertiles of PC ratio showed lower levels of aspartate aminotransferase (p=0.016) and lactic dehydrogenase (p < 0.001). Conclusions Platelet-to-CRP ratio could act as an effective model in recognizing severe COVID-19 and multi-organ injuries.
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