论文标题

通过离散和时间依赖的马尔可夫链和SIR样模型来预测墨西哥的Covid-19分布

Predicting COVID-19 distribution in Mexico through a discrete and time-dependent Markov chain and an SIR-like model

论文作者

Vivanco-Lira, Alfonso

论文摘要

Covid-19是一种新兴的病毒感染,2019年12月在武汉中国省的一个城市中升起。该感染的病毒病因现在称为属于betacoronavirus属的Covid-19病毒。该病毒产生了其他冠状病毒中H的急性呼吸胁迫综合征,例如中东国家 /地区的MERS-COV或SARS-COV在2002年和2003年在中国看到。该病毒通过与肺上皮细胞中ACE2受体相互作用的尖峰(S)蛋白介导其进入,并可能通过炎症体NLRP3激活和展开的蛋白质反应来促进炎症反应(这些可能是Covid-19病毒的包膜E蛋白的结果)。在全球范围内,已做出了努力,以防止这种疾病进一步传播,但在2020年3月,该人宣布这是大流行紧急情况,墨西哥开始报告其第一个病例。在本文中,我们试图总结该病毒的生物学特征以及其疾病的可能的病理生理机制,以及一个表征墨西哥病例概率分布的随机模型,以及墨西哥在墨西哥通过微分方程模型(修改的SIR模型)的估计案例数量(墨西哥的估计数量),从而使疾病及其在疾病中的表现良好,并能够促进其在MECIC的表现,并在MECIC的表现中表现出良好的表现,并在MEDIC的表现中,并将其在MECIC的表现中,并在MECIC的表现中表现出来。普通人群。

COVID-19 is an emergent viral infection which rose in December 2019 in a city in the Chinese province of Hubei, Wuhan; the viral aetiology of this infection is now known as COVID-19 virus, which belongs to the Betacoronavirus genus. This virus produces the syndrome of acute respiratory stress that h as been witnessed in other coronaviruses, such as that MERS-CoV in Middle East countries or SARS-CoV which was seen in 2002 and 2003 in China. This virus mediates its entry through its spike (S) proteins interacting with ACE2 receptors in lung epithelial cells, and may promote an inflammatory response by means of inflammasome NLRP3 activation and unfolded protein response (these are possibly consequence of the envelope E protein of COVID-19 virus). Efforts have been made worldwide to prevent further spread of the disease, but in March 2020 the WHO declared it a pandemic emergency and Mexico started to report its first cases. In this paper we attempt to summarize the biological features of the virus and the possible pathophysiological mechanisms of its disease, as well as a stochastic model characterizing the probability distribution of cases in Mexico by states and the estimated number of cases in Mexico through a differential equation model (modified SIR model), thus will we be able to characterize the disease and its course in Mexico in order to display more preparedness and promote more logical actions by both the policy makers as well as the general population.

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