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新型冠状病毒2型感染会增加颅内出血的风险。

SARS-CoV-2 infection increases risk of intracranial hemorrhage.

作者信息

Hawsawi Zuhair, Khan Dilaware, Fischer Igor, Cornelius Jan Frederick, Hänggi Daniel, Muhammad Sajjad

机构信息

Department of Neurosurgery, King Abdulaziz Hospital, Mecca, Saudi Arabia.

Department of Neurosurgery, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany.

出版信息

Front Hum Neurosci. 2022 Nov 24;16:991382. doi: 10.3389/fnhum.2022.991382. eCollection 2022.

Abstract

INTRODUCTION

SARS-CoV-2 virus infection causes a dysbalanced and severe inflammatory response, including hypercytokinemia and immunodepression. Systemic inflammation triggered by a viral infection can potentially cause vascular damage, which may lead to cardiovascular and neurovascular events.

RESEARCH QUESTION

The aim was to investigate whether CNS complications are related to COVID-19.

MATERIALS AND METHODS

We examined 21 patients suffering from stroke and intracranial hemorrhage (ICH) and 9 (43%) of them were male. We compared relative frequencies using Fisher's exact test. As we had few observations and many variables, we used principal component analysis (PCA) to reduce data dimensionality. We trained a linear support vector machine (SVM) on the first two PCs of the laboratory data to predict COVID-19.

RESULTS

Patients suffering from stroke had either hypertension or SARS-CoV-2 infection, but seldom both (OR = 0.05, = 0.0075). The presence of SARS-CoV-2 infection was strongly associated with the logarithm of CRP ( = 1.4e-07) and with D-DIMER ( = 1.6e-05) and moderately with PT ( = 0.0024). SARS-CoV-2 infection was not related to any other factor. CRP, D-DIMER, PT, and INR were all related to each other ( ranging from 0.19 to 0.52, ranging from 0.012 to < 0.0001). The first two PCs covered 96% of the variance in the four variables. Using them, perfect linear discrimination between patients suffering from COVID-19 and other patients could be achieved.

DISCUSSION AND CONCLUSION

SARS-CoV-2 infection causes systemic inflammation, which is suggested as a predictor of the severe course of ICH. SARS-CoV-2 infection is an additional risk factor for vascular complications.

摘要

引言

严重急性呼吸综合征冠状病毒2(SARS-CoV-2)病毒感染会引发失衡且严重的炎症反应,包括高细胞因子血症和免疫抑制。病毒感染引发的全身炎症可能会导致血管损伤,进而可能引发心血管和神经血管事件。

研究问题

目的是调查中枢神经系统并发症是否与2019冠状病毒病(COVID-19)相关。

材料与方法

我们检查了21例患有中风和颅内出血(ICH)的患者,其中9例(43%)为男性。我们使用Fisher精确检验比较相对频率。由于我们的观察数据较少且变量较多,我们使用主成分分析(PCA)来降低数据维度。我们在前两个主成分的实验室数据上训练了线性支持向量机(SVM)以预测COVID-19。

结果

中风患者要么患有高血压,要么感染了SARS-CoV-2病毒,但很少同时患有这两种疾病(比值比 = 0.05,P = 0.0075)。SARS-CoV-2感染的存在与C反应蛋白(CRP)的对数密切相关(P = 1.4×10⁻⁷),与D-二聚体密切相关(P = 1.6×10⁻⁵),与凝血酶原时间(PT)中度相关(P = 0.0024)。SARS-CoV-2感染与任何其他因素均无关联。CRP、D-二聚体、PT和国际标准化比值(INR)之间均相互关联(相关性范围为0.19至0.52,P值范围为0.012至<0.0001)。前两个主成分涵盖了这四个变量96%的方差。使用它们,可以在COVID-19患者和其他患者之间实现完美的线性区分。

讨论与结论

SARS-CoV-2感染会引发全身炎症,这被认为是ICH严重病程的一个预测指标。SARS-CoV-2感染是血管并发症的一个额外风险因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1360/9730324/6103a6fc19a0/fnhum-16-991382-g001.jpg

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