SARS-CoV-2 Omicron 变体基因组序列及其与流行病学的相关性:硅分析。

JMIR bioinformatics and biotechnology Pub Date : 2023-01-10 eCollection Date: 2023-01-01 DOI:10.2196/42700
Ashutosh Kumar, Adil Asghar, Himanshu N Singh, Muneeb A Faiq, Sujeet Kumar, Ravi K Narayan, Gopichand Kumar, Prakhar Dwivedi, Chetan Sahni, Rakesh K Jha, Maheswari Kulandhasamy, Pranav Prasoon, Kishore Sesham, Kamla Kant, Sada N Pandey
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引用次数: 0

摘要

背景:SARS-CoV-2 新变异体 B.1.1.529 的出现使全世界的卫生决策者忧心忡忡,因为它的基因组序列中出现了大量变异,尤其是在尖峰蛋白区。世界卫生组织(WHO)将这一变异体定为全球关注变异体(VOC),并命名为 "Omicron"。Omicron 出现后,全球报告的 COVID-19 新病例激增,主要发生在南非:本研究旨在了解 Omicron 与现有变体相比是否具有流行病学优势:我们对全球禽流感数据共享倡议(GISAID)数据库中的 Omicron 完整基因组序列进行了硅学分析,以分析该变异株中出现的突变在病毒传播性、毒力/致死性和免疫逃逸方面对病毒-宿主相互作用的功能影响。此外,我们还对特定 SARS-CoV-2 变异株基因组序列的相对比例(2021 年 10 月 1 日至 11 月 29 日期间)与南非的匹配流行病学数据(COVID-19 新发病例和死亡病例)进行了相关性分析:结果:与世界卫生组织目前列出的全球 VOCs/相关变异体(VOIs)相比,Omicron 具有更多的序列变异,特别是在尖峰蛋白和宿主受体结合基序(RBM)方面。在完整序列和 RBM 方面,Omicron 与 Alpha 变体的核苷酸和蛋白质序列同源性最接近。突变主要集中在病毒的尖峰区(n=28-48)。进一步的突变分析表明,富集的突变降低了与血管紧张素转换酶2受体的结合亲和力和受体结合域蛋白的表达,并增加了免疫逃逸的倾向。Omicron与Delta变异呈反相关(r=-0.99,PP>.05;95% CI -0.52至0.58):对病毒基因组序列的硅学分析表明,Omicron变体比包括Delta在内的现有VOC/VOIs具有更强的免疫逃逸能力,但比其他已报道的变体毒力/致死率更低。Omicron 的免疫逃逸能力更强,这很可能是 COVID-19 病例再次出现并迅速成为全球优势菌株的原因。与现有变异株相比,Omicron 的传染性更强,但致命性较低,因此有可能导致新的、重复的和疫苗突破性感染的广泛出现而不为人所察觉,从而提高人群免疫屏障,防止新的致命变异株的出现。因此,Omicron 变体可能会为大流行的结束铺平道路。
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SARS-CoV-2 Omicron Variant Genomic Sequences and Their Epidemiological Correlates Regarding the End of the Pandemic: In Silico Analysis.

Background: Emergence of the new SARS-CoV-2 variant B.1.1.529 worried health policy makers worldwide due to a large number of mutations in its genomic sequence, especially in the spike protein region. The World Health Organization (WHO) designated this variant as a global variant of concern (VOC), which was named "Omicron." Following Omicron's emergence, a surge of new COVID-19 cases was reported globally, primarily in South Africa.

Objective: The aim of this study was to understand whether Omicron had an epidemiological advantage over existing variants.

Methods: We performed an in silico analysis of the complete genomic sequences of Omicron available on the Global Initiative on Sharing Avian Influenza Data (GISAID) database to analyze the functional impact of the mutations present in this variant on virus-host interactions in terms of viral transmissibility, virulence/lethality, and immune escape. In addition, we performed a correlation analysis of the relative proportion of the genomic sequences of specific SARS-CoV-2 variants (in the period from October 1 to November 29, 2021) with matched epidemiological data (new COVID-19 cases and deaths) from South Africa.

Results: Compared with the current list of global VOCs/variants of interest (VOIs), as per the WHO, Omicron bears more sequence variation, specifically in the spike protein and host receptor-binding motif (RBM). Omicron showed the closest nucleotide and protein sequence homology with the Alpha variant for the complete sequence and the RBM. The mutations were found to be primarily condensed in the spike region (n=28-48) of the virus. Further mutational analysis showed enrichment for the mutations decreasing binding affinity to angiotensin-converting enzyme 2 receptor and receptor-binding domain protein expression, and for increasing the propensity of immune escape. An inverse correlation of Omicron with the Delta variant was noted (r=-0.99, P<.001; 95% CI -0.99 to -0.97) in the sequences reported from South Africa postemergence of the new variant, subsequently showing a decrease. There was a steep rise in new COVID-19 cases in parallel with the increase in the proportion of Omicron isolates since the report of the first case (74%-100%). By contrast, the incidence of new deaths did not increase (r=-0.04, P>.05; 95% CI -0.52 to 0.58).

Conclusions: In silico analysis of viral genomic sequences suggests that the Omicron variant has more remarkable immune-escape ability than existing VOCs/VOIs, including Delta, but reduced virulence/lethality than other reported variants. The higher power for immune escape for Omicron was a likely reason for the resurgence in COVID-19 cases and its rapid rise as the globally dominant strain. Being more infectious but less lethal than the existing variants, Omicron could have plausibly led to widespread unnoticed new, repeated, and vaccine breakthrough infections, raising the population-level immunity barrier against the emergence of new lethal variants. The Omicron variant could have thus paved the way for the end of the pandemic.

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