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一种计算机模拟管道方法在细胞水平上揭示了一个可能错综复杂的网络,该网络涉及新冠病毒刺突RNA、RNA疫苗、宿主RNA结合蛋白(RBPs)和宿主微小RNA(miRNAs)。

An in silico pipeline approach uncovers a potentially intricate network involving spike SARS-CoV-2 RNA, RNA vaccines, host RNA-binding proteins (RBPs), and host miRNAs at the cellular level.

作者信息

Chetta Massimiliano, Tarsitano Marina, Oro Maria, Rivieccio Maria, Bukvic Nenad

机构信息

AORN A. Cardarelli-Dipartimento delle Tecnologie Avanzate Diagnostico-Terapeutiche e dei Servizi sanitari-U.O.C. Genetica Medica e di Laboratorio, Via A. Cardarelli 9, 80131, Napoli, Italy.

AOUC "Policlinico di Bari"-UOC Lab. di Genetica Medica, Piazza Giulio Cesare 11, 70124, Bari, Italy.

出版信息

J Genet Eng Biotechnol. 2022 Sep 6;20(1):129. doi: 10.1186/s43141-022-00413-5.

DOI:10.1186/s43141-022-00413-5
PMID:36066672
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9446605/
Abstract

BACKGROUND

In the last 2 years, we have been fighting against SARS-CoV-2 viral infection, which continues to claim victims all over the world. The entire scientific community has been mobilized in an attempt to stop and eradicate the infection. A well-known feature of RNA viruses is their high mutational rate, particularly in specific gene regions. The SARS-CoV-2 S protein is also affected by these changes, allowing viruses to adapt and spread more easily. The vaccines developed using mRNA coding protein S undoubtedly contributed to the "fight" against the COVID-19 pandemic even though the presence of new variants in the spike protein could result in protein conformational changes, which could affect vaccine immunogenicity and thus vaccine effectiveness.

RESULTS

The study presents the findings of an in silico analysis using various bioinformatics tools finding conserved sequences inside SARS-CoV-2 S protein (encoding mRNA) same as in the vaccine RNA sequences that could be targeted by specific host RNA-binding proteins (RBPs). According to the results an interesting scenario emerges involving host RBPs competition and subtraction. The presence of viral RNA in cytoplasm could be a new tool in the virus's armory, allowing it to improve its chances of survival by altering cell gene expression and thus interfering with host cell processes. In silico analysis was used also to evaluate the presence of similar human miRNA sequences within RBPs motifs that can modulate human RNA expression. Increased cytoplasmic availability of exogenous RNA fragments derived from RNA physiological degradation could potentially mimic the effect of host human miRNAs within the cell, causing modulation of the host cell network.

CONCLUSIONS

Our in silico analysis could aid in shedding light on the potential effects of exogenous RNA (i.e. viruses and vaccines), thereby improving our understanding of the cellular interactions between virus and host biomolecules. Finally, using the computational approach, it is possible to obtain a safety assessment of RNA-based vaccines as well as indications for use in specific clinical conditions.

摘要

背景

在过去两年里,我们一直在抗击严重急性呼吸综合征冠状病毒2(SARS-CoV-2)病毒感染,这种感染仍在全球范围内导致人员死亡。整个科学界都被动员起来,试图阻止并根除这种感染。RNA病毒的一个众所周知的特征是它们的高突变率,尤其是在特定基因区域。SARS-CoV-2刺突蛋白(S蛋白)也受到这些变化的影响,使病毒能够更轻松地适应和传播。尽管刺突蛋白中出现的新变种可能导致蛋白质构象变化,进而影响疫苗的免疫原性以及疫苗效力,但使用编码S蛋白的mRNA开发的疫苗无疑为抗击2019冠状病毒病疫情做出了贡献。

结果

该研究展示了一项计算机模拟分析的结果,该分析使用了各种生物信息学工具,在SARS-CoV-2 S蛋白(编码mRNA)中发现了与疫苗RNA序列中相同的保守序列,这些保守序列可能被特定的宿主RNA结合蛋白(RBP)靶向。根据结果,出现了一个涉及宿主RBP竞争和消减的有趣情况。细胞质中病毒RNA的存在可能是病毒武器库中的一种新工具,使其能够通过改变细胞基因表达从而干扰宿主细胞过程来提高生存几率。计算机模拟分析还用于评估RBP基序内类似人类微小RNA(miRNA)序列的存在情况,这些序列可以调节人类RNA表达。源自RNA生理降解的外源RNA片段在细胞质中的可用性增加可能会在细胞内模拟宿主人类miRNA的作用,从而导致宿主细胞网络的调节。

结论

我们的计算机模拟分析有助于阐明外源RNA(即病毒和疫苗)的潜在影响,从而增进我们对病毒与宿主生物分子之间细胞相互作用的理解。最后,通过计算方法,可以获得基于RNA的疫苗的安全性评估以及在特定临床条件下的使用指征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/f3b743629dd7/43141_2022_413_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/0d9cb0c9a25e/43141_2022_413_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/3c95db961d9a/43141_2022_413_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/539c74bd51b1/43141_2022_413_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/f3b743629dd7/43141_2022_413_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/0d9cb0c9a25e/43141_2022_413_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/3c95db961d9a/43141_2022_413_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/539c74bd51b1/43141_2022_413_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c1/9448839/f3b743629dd7/43141_2022_413_Fig4_HTML.jpg

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