Sword of Damocles or choosing well. Population genetics sheds light into the future of the COVID-19 pandemic and SARS-CoV-2 new mutant strains.

Javier Garcia Garcia de Alcaniz, V. López-Rodas, E. Costas
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引用次数: 5

Abstract

Abstract An immense scientific effort has been made worldwide due to Covid-19s pandemic magnitude. It has made possible to identify almost 300,000 SARS-CoV-2 different genetic variants, connecting them with clinical and epidemiological findings. Among this immense data collection, that constitutes the biggest evolutionary experiment in history, is buried the answer to what will happen in the future. Will new strains, more contagious than the current ones or resistant to the vaccines, arise by mutation? Although theoretic population genetics is, by far, the most powerful tool we have to do an accurate prediction, it has been barely used for the study of SARS-CoV-2 due to its conceptual difficulty. Having in mind that the size of the SARS-CoV-2 population is astronomical we can apply a discrete treatment, based on the branching process method, Fokker-Plank equations and Kolmogoroffs forward equations, to calculate the survival likelihood through time, to elucidate the likelihood to become dominant genotypes and how long will this take, for new SARS-CoV-2 mutants depending on their selective advantage. Results show that most of the new mutants that will arise in the SARS-CoV-2 meta-population will stay at very low frequencies. However, some few new mutants, significantly more infectious than current ones, will still emerge and become dominant in the population favoured by a great selective advantage. Far from showing a mutational meltdown, SARS-CoV-2 meta-population will increase its fitness becoming more infective. There is a probability, small but finite, that new mutants arise resistant to some vaccines. High infected numbers and slow vaccination programs will significantly increase this likelihood.
达摩克利斯之剑还是选择好。群体遗传学揭示了COVID-19大流行和SARS-CoV-2新突变株的未来。
由于covid -19大流行的规模,世界范围内进行了巨大的科学努力。它已经能够识别出近30万种不同的SARS-CoV-2基因变异,并将它们与临床和流行病学发现联系起来。在这些构成历史上最大的进化实验的海量数据中,隐藏着未来会发生什么的答案。会不会出现比现有病毒更具传染性或对疫苗有抵抗力的新病毒株?尽管理论种群遗传学是迄今为止我们必须进行准确预测的最强大工具,但由于其概念上的困难,它几乎没有用于SARS-CoV-2的研究。考虑到SARS-CoV-2种群的规模是天文数字,我们可以应用离散处理,基于分支过程方法,Fokker-Plank方程和kolmogoroff前向方程,计算随时间推移的生存可能性,阐明成为显性基因型的可能性以及这需要多长时间,对于新的SARS-CoV-2突变体,取决于它们的选择优势。结果表明,在SARS-CoV-2元群体中出现的大多数新突变体将保持在非常低的频率。然而,一些比现有突变体更具传染性的新突变体仍然会出现,并在具有巨大选择优势的种群中占据主导地位。SARS-CoV-2元种群非但不会表现出突变崩溃,反而会增强其适应性,变得更具传染性。有一种很小但有限的可能性,即新的突变体对某些疫苗产生抗药性。高感染人数和缓慢的疫苗接种计划将大大增加这种可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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