Institute for High Performance Computing and Networking (ICAR)-National Research Council of Italy (CNR), 80100 Napoli, Italy.
UOC Nefrologia e Dialisi Ospedale del Mare, 80147 Napoli, Italy.
Int J Environ Res Public Health. 2020 Dec 11;17(24):9290. doi: 10.3390/ijerph17249290.
COVID-19 is one of the most important problems for public health, according to the number of deaths associated to this pathology reported so far. However, from the epidemiological point of view, the dimension of the problem is still unknown, since the number of actual cases of SARS-CoV-2 infected people is underestimated, due to limited testing. This paper aims at estimating the actual Infection Fatality Ratio (number of deaths with respect to the number of infected people) and the actual current prevalence (number of infected people with respect to the entire population), both in a specific population and all over the world. With this aim, this paper proposes a method to estimate Infection Fatality Ratio of a still ongoing infection, based on a daily estimation, and on the relationship between this estimation and the number of tests performed per death. The method has been applied using data about COVID-19 from Italy. Results show a fatality ratio of about 0.9%, which is lower than previous findings. The number of actual infected people in Italy is also estimated, and results show that (i) infection started at the end of January 2020; (ii) a maximum number of about 100,000 new cases in one day was reached at the beginning of March 2020; (iii) the estimated cumulative number of infections at the beginning of October 2020 is about 4.2 million cases in Italy (more than 120 million worldwide, if a generalization is conjectured as reasonable). Therefore, the prevalence at the beginning of October 2020 is estimated at about 6.9% in Italy (1.6% worldwide, if a generalization is conjectured).
从目前报告的与这种病理相关的死亡人数来看,COVID-19 是公共卫生的最重要问题之一。然而,从流行病学的角度来看,由于检测有限,实际的 SARS-CoV-2 感染者数量被低估了,因此问题的规模仍然未知。本文旨在估算特定人群和全球范围内实际的感染病死率(死亡人数与感染人数之比)和实际的当前流行率(感染人数与总人口之比)。为此,本文提出了一种基于每日估算和该估算与每例死亡进行的检测次数之间的关系来估算仍在进行的感染的感染病死率的方法。该方法已使用意大利 COVID-19 数据进行了应用。结果表明病死率约为 0.9%,低于之前的发现。还估算了意大利实际的感染人数,结果表明:(i)感染始于 2020 年 1 月底;(ii)2020 年 3 月初达到了每天约 100,000 例新病例的最大值;(iii)2020 年 10 月初估计的累计感染人数约为意大利 420 万例(如果推测为合理,则全世界约为 1.2 亿例)。因此,2020 年 10 月初意大利的流行率估计约为 6.9%(如果推测为合理,则全世界为 1.6%)。