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2020 年春季后意大利新冠病毒的演变:出乎意料的夏季暂歇,随后迎来第二波疫情。

The Evolution of Covid-19 in Italy after the Spring of 2020: An Unpredicted Summer Respite Followed by a Second Wave.

机构信息

INGV, Osservatorio Vesuviano, 80124 Naples, Italy.

CNR-INO, 80078 Pozzuoli, Italy.

出版信息

Int J Environ Res Public Health. 2020 Nov 24;17(23):8708. doi: 10.3390/ijerph17238708.

DOI:10.3390/ijerph17238708
PMID:33255181
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7727657/
Abstract

The coronavirus (COVID-19) pandemic was particularly invasive in Italy during the period between March and late April 2020, then decreased in both the number of infections and in the seriousness of the illness throughout the summer of 2020. In this work, we measure the severity of the disease by the ratio of Intensive Care Units (ICU) spaces occupied by COVID-19 patients and the number of Active Cases (AC) each month from April to October 2020. We also use the ratio of the number of Deaths (D) to the number of Active Cases. What clearly emerges, from rigorous statistical analysis, is a progressive decrease in both ratios until August, indicating progressive mitigation of the disease. This is particularly evident when comparing March-April with July-August; during the summer period the two ratios became roughly 18 times lower. We test such sharp decreases against possible bias in counting active cases and we confirm their statistical significance. We then interpret such evidence in terms of the well-known seasonality of the human immune system and the virus-inactivating effect of stronger UV rays in the summer. Both ratios, however, increased again in October, as ICU/AC began to increase in September 2020. These ratios and the exponential growth of infections in October indicate that the virus-if not contained by strict measures-will lead to unsustainable challenges for the Italian health system in the winter of 2020-2021.

摘要

2020 年 3 月至 4 月期间,冠状病毒(COVID-19)疫情在意大利尤为严重,随后在 2020 年整个夏季,感染人数和疾病严重程度都有所下降。在这项工作中,我们通过 2020 年 4 月至 10 月每月 COVID-19 患者占用的重症监护病房(ICU)空间与活跃病例(AC)数量的比值以及死亡(D)与活跃病例(AC)数量的比值来衡量疾病的严重程度。显然,从严格的统计分析中可以看出,这两个比值在 8 月之前都呈逐渐下降趋势,表明疾病在逐渐缓解。这在 3 月至 4 月与 7 月至 8 月之间的比较中尤为明显;在夏季期间,这两个比值大约降低了 18 倍。我们针对活跃病例计数中可能存在的偏差对这种急剧下降进行了测试,并确认了其统计学意义。然后,我们根据众所周知的人体免疫系统季节性和夏季紫外线对病毒的灭活作用来解释这种现象。然而,这两个比值在 10 月再次上升,因为 2020 年 9 月 ICU/AC 开始增加。这两个比值以及 10 月感染的指数增长表明,如果不采取严格措施控制病毒,它将在 2020-2021 年冬季给意大利卫生系统带来不可持续的挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/1f12c7b51bb0/ijerph-17-08708-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/9e85174d107b/ijerph-17-08708-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/95d8ba86fdc0/ijerph-17-08708-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/338c27643a56/ijerph-17-08708-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/ff15a402a027/ijerph-17-08708-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/1f12c7b51bb0/ijerph-17-08708-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/9e85174d107b/ijerph-17-08708-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/95d8ba86fdc0/ijerph-17-08708-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/338c27643a56/ijerph-17-08708-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/ff15a402a027/ijerph-17-08708-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33db/7727657/1f12c7b51bb0/ijerph-17-08708-g005.jpg

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